warning: commands will be executed using /bin/sh
job 891 at Wed Sep  4 11:54:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08242013_reo/gatsby140_08242013_reo
ElecNo	15
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 1756662 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 30878 members 
Mstep: Class 3 contains 30766 members 
Mstep: Class 4 contains 30704 members 
Mstep: Class 5 contains 30850 members 
Mstep: Class 6 contains 30958 members 
Mstep: Class 7 contains 30570 members 
Mstep: Class 8 contains 30772 members 
Mstep: Class 9 contains 30789 members 
Mstep: Class 10 contains 30919 members 
Mstep: Class 11 contains 30786 members 
Mstep: Class 12 contains 30661 members 
Mstep: Class 13 contains 30853 members 
Mstep: Class 14 contains 30877 members 
Mstep: Class 15 contains 30932 members 
Mstep: Class 16 contains 30810 members 
Mstep: Class 17 contains 30893 members 
Mstep: Class 18 contains 30791 members 
Mstep: Class 19 contains 30628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 590.918396 but Gain 2158.050781
Score: -62492976.000000 Penalty: 38844.917969
Iteration 0F: 19 clusters Score -6.249298e+07 nChanged 551761
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 53968 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 30401 members 
Mstep: Class 5 contains 20054 members 
Mstep: Class 7 contains 30880 members 
Mstep: Class 8 contains 26174 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 10 contains 31193 members 
Mstep: Class 11 contains 35496 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 24890 members 
Mstep: Class 14 contains 95780 members 
Mstep: Class 15 contains 37979 members 
Mstep: Class 16 contains 12721 members 
Mstep: Class 17 contains 12587 members 
Mstep: Class 18 contains 30872 members 
Mstep: Class 19 contains 74251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63778376.000000 Penalty: 38844.917969
Iteration 1F: 19 clusters Score -6.377838e+07 nChanged 181703
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 51242 members 
Mstep: Class 3 contains 12665 members 
Mstep: Class 4 contains 22785 members 
Mstep: Class 5 contains 21369 members 
Mstep: Class 7 contains 29720 members 
Mstep: Class 8 contains 17814 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 37879 members 
Mstep: Class 11 contains 26828 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 123439 members 
Mstep: Class 15 contains 36147 members 
Mstep: Class 16 contains 11962 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 18 contains 28590 members 
Mstep: Class 19 contains 77244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64089900.000000 Penalty: 38844.917969
Iteration 2F: 19 clusters Score -6.40899e+07 nChanged 150238
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 43780 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 29840 members 
Mstep: Class 7 contains 30902 members 
Mstep: Class 8 contains 10197 members 
Mstep: Class 9 contains 13413 members 
Mstep: Class 10 contains 51058 members 
Mstep: Class 11 contains 16645 members 
Mstep: Class 12 contains 10720 members 
Mstep: Class 13 contains 25405 members 
Mstep: Class 14 contains 155728 members 
Mstep: Class 15 contains 29583 members 
Mstep: Class 16 contains 11667 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 30605 members 
Mstep: Class 19 contains 61496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64296704.000000 Penalty: 38844.917969
Iteration 3F: 19 clusters Score -6.42967e+07 nChanged 122683
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 34106 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 10352 members 
Mstep: Class 5 contains 37453 members 
Mstep: Class 7 contains 40022 members 
Mstep: Class 8 contains 5412 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 58087 members 
Mstep: Class 11 contains 9796 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 25619 members 
Mstep: Class 14 contains 181650 members 
Mstep: Class 15 contains 25445 members 
Mstep: Class 16 contains 10942 members 
Mstep: Class 17 contains 11830 members 
Mstep: Class 18 contains 38838 members 
Mstep: Class 19 contains 42627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64429776.000000 Penalty: 38844.917969
Iteration 4F: 19 clusters Score -6.442978e+07 nChanged 100583
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 24654 members 
Mstep: Class 3 contains 12598 members 
Mstep: Class 4 contains 7207 members 
Mstep: Class 5 contains 44071 members 
Mstep: Class 7 contains 52611 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 59961 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 200800 members 
Mstep: Class 15 contains 22327 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 9151 members 
Mstep: Class 18 contains 48159 members 
Mstep: Class 19 contains 27823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1654.182007 but Gain 2158.050781
Score: -64527152.000000 Penalty: 36686.867188
Iteration 5F: 18 clusters Score -6.452715e+07 nChanged 80423
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 16839 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 49550 members 
Mstep: Class 7 contains 60785 members 
Mstep: Class 9 contains 8763 members 
Mstep: Class 10 contains 60055 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 218088 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 16 contains 9199 members 
Mstep: Class 17 contains 5035 members 
Mstep: Class 18 contains 56291 members 
Mstep: Class 19 contains 18837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1743.975952 but Gain 2158.050781
Score: -64588204.000000 Penalty: 34528.816406
Iteration 6F: 17 clusters Score -6.45882e+07 nChanged 60869
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11485 members 
Mstep: Class 3 contains 10515 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 52925 members 
Mstep: Class 7 contains 66909 members 
Mstep: Class 9 contains 7322 members 
Mstep: Class 10 contains 62469 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 31699 members 
Mstep: Class 14 contains 225862 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 16 contains 8254 members 
Mstep: Class 18 contains 62937 members 
Mstep: Class 19 contains 13441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1342.582642 but Gain 2158.052734
Score: -64630432.000000 Penalty: 32370.763672
Iteration 7F: 16 clusters Score -6.463043e+07 nChanged 41756
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8288 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 55266 members 
Mstep: Class 7 contains 68372 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 67432 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 13 contains 33910 members 
Mstep: Class 14 contains 225414 members 
Mstep: Class 15 contains 12887 members 
Mstep: Class 16 contains 7445 members 
Mstep: Class 18 contains 68265 members 
Mstep: Class 19 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1025.444580 but Gain 2158.050781
Score: -64656516.000000 Penalty: 30212.712891
Iteration 8F: 15 clusters Score -6.465652e+07 nChanged 30257
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 56689 members 
Mstep: Class 7 contains 69352 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 73139 members 
Mstep: Class 13 contains 36156 members 
Mstep: Class 14 contains 220078 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 18 contains 72635 members 
Mstep: Class 19 contains 7961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64674708.000000 Penalty: 30212.712891
Iteration 9F: 15 clusters Score -6.467471e+07 nChanged 22583
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 9588 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 57748 members 
Mstep: Class 7 contains 70126 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 78715 members 
Mstep: Class 13 contains 38365 members 
Mstep: Class 14 contains 213112 members 
Mstep: Class 15 contains 9255 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 18 contains 75750 members 
Mstep: Class 19 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687792.000000 Penalty: 30212.712891
Iteration 10Q: 15 clusters Score -6.468779e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 9837 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 58614 members 
Mstep: Class 7 contains 70783 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 83859 members 
Mstep: Class 13 contains 40605 members 
Mstep: Class 14 contains 205644 members 
Mstep: Class 15 contains 8011 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 18 contains 78233 members 
Mstep: Class 19 contains 5430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64698264.000000 Penalty: 30212.712891
Iteration 11Q: 15 clusters Score -6.469826e+07 nChanged 16128
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 10334 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 59264 members 
Mstep: Class 7 contains 71341 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 10 contains 88607 members 
Mstep: Class 13 contains 42820 members 
Mstep: Class 14 contains 198044 members 
Mstep: Class 15 contains 7177 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706240.000000 Penalty: 30212.712891
Iteration 12Q: 15 clusters Score -6.470624e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 59704 members 
Mstep: Class 7 contains 71856 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 92765 members 
Mstep: Class 13 contains 45027 members 
Mstep: Class 14 contains 190870 members 
Mstep: Class 15 contains 6583 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 18 contains 81477 members 
Mstep: Class 19 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64712152.000000 Penalty: 30212.712891
Iteration 13Q: 15 clusters Score -6.471215e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 11630 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 59953 members 
Mstep: Class 7 contains 72270 members 
Mstep: Class 9 contains 4978 members 
Mstep: Class 10 contains 96540 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 184089 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 18 contains 82464 members 
Mstep: Class 19 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64715068.000000 Penalty: 30212.712891
Iteration 14Q: 15 clusters Score -6.471507e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 60069 members 
Mstep: Class 7 contains 72596 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 99821 members 
Mstep: Class 13 contains 49163 members 
Mstep: Class 14 contains 177769 members 
Mstep: Class 15 contains 6132 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 18 contains 83257 members 
Mstep: Class 19 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718928.000000 Penalty: 30212.712891
Iteration 15Q: 15 clusters Score -6.471893e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 12761 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 60087 members 
Mstep: Class 7 contains 72849 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 102591 members 
Mstep: Class 13 contains 51077 members 
Mstep: Class 14 contains 172309 members 
Mstep: Class 15 contains 6007 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 18 contains 83899 members 
Mstep: Class 19 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721752.000000 Penalty: 30212.712891
Iteration 16Q: 15 clusters Score -6.472175e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 60021 members 
Mstep: Class 7 contains 72989 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 104880 members 
Mstep: Class 13 contains 52860 members 
Mstep: Class 14 contains 167547 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 18 contains 84405 members 
Mstep: Class 19 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724588.000000 Penalty: 30212.712891
Iteration 17Q: 15 clusters Score -6.472459e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 59821 members 
Mstep: Class 7 contains 73067 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 106707 members 
Mstep: Class 13 contains 54458 members 
Mstep: Class 14 contains 163663 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 18 contains 84802 members 
Mstep: Class 19 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726888.000000 Penalty: 30212.712891
Iteration 18Q: 15 clusters Score -6.472689e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4342 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 59566 members 
Mstep: Class 7 contains 73094 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 108146 members 
Mstep: Class 13 contains 55950 members 
Mstep: Class 14 contains 160351 members 
Mstep: Class 15 contains 6183 members 
Mstep: Class 16 contains 2891 members 
Mstep: Class 18 contains 85111 members 
Mstep: Class 19 contains 3447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728176.000000 Penalty: 30212.712891
Iteration 19Q: 15 clusters Score -6.472818e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 59271 members 
Mstep: Class 7 contains 73080 members 
Mstep: Class 9 contains 4820 members 
Mstep: Class 10 contains 109240 members 
Mstep: Class 13 contains 57383 members 
Mstep: Class 14 contains 157536 members 
Mstep: Class 15 contains 6320 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 18 contains 85351 members 
Mstep: Class 19 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64729364.000000 Penalty: 30212.712891
Iteration 20F: 15 clusters Score -6.472936e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 59007 members 
Mstep: Class 7 contains 73075 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 109954 members 
Mstep: Class 13 contains 58769 members 
Mstep: Class 14 contains 155119 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 18 contains 85557 members 
Mstep: Class 19 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730656.000000 Penalty: 30212.712891
Iteration 21Q: 15 clusters Score -6.473066e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 14700 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 58757 members 
Mstep: Class 7 contains 73065 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 110344 members 
Mstep: Class 13 contains 60068 members 
Mstep: Class 14 contains 153186 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 18 contains 85738 members 
Mstep: Class 19 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731292.000000 Penalty: 30212.712891
Iteration 22Q: 15 clusters Score -6.473129e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4558 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 58436 members 
Mstep: Class 7 contains 73018 members 
Mstep: Class 9 contains 4888 members 
Mstep: Class 10 contains 110487 members 
Mstep: Class 13 contains 61283 members 
Mstep: Class 14 contains 151670 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 18 contains 85893 members 
Mstep: Class 19 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732036.000000 Penalty: 30212.712891
Iteration 23Q: 15 clusters Score -6.473204e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 15195 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 7 contains 72971 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 110447 members 
Mstep: Class 13 contains 62417 members 
Mstep: Class 14 contains 150346 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 18 contains 86056 members 
Mstep: Class 19 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732728.000000 Penalty: 30212.712891
Iteration 24Q: 15 clusters Score -6.473273e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 15404 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 57921 members 
Mstep: Class 7 contains 72923 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 110351 members 
Mstep: Class 13 contains 63444 members 
Mstep: Class 14 contains 149108 members 
Mstep: Class 15 contains 6904 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 18 contains 86207 members 
Mstep: Class 19 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733016.000000 Penalty: 30212.712891
Iteration 25Q: 15 clusters Score -6.473302e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 15565 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 5 contains 57743 members 
Mstep: Class 7 contains 72889 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 110170 members 
Mstep: Class 13 contains 64391 members 
Mstep: Class 14 contains 147979 members 
Mstep: Class 15 contains 6976 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 18 contains 86340 members 
Mstep: Class 19 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733448.000000 Penalty: 30212.712891
Iteration 26Q: 15 clusters Score -6.473345e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 15723 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 57542 members 
Mstep: Class 7 contains 72844 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 109962 members 
Mstep: Class 13 contains 65336 members 
Mstep: Class 14 contains 146881 members 
Mstep: Class 15 contains 7044 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 18 contains 86464 members 
Mstep: Class 19 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733948.000000 Penalty: 30212.712891
Iteration 27Q: 15 clusters Score -6.473395e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 57334 members 
Mstep: Class 7 contains 72809 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 109691 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 145914 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 2259 members 
Mstep: Class 18 contains 86582 members 
Mstep: Class 19 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734280.000000 Penalty: 30212.712891
Iteration 28Q: 15 clusters Score -6.473428e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 15978 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 57123 members 
Mstep: Class 7 contains 72775 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 109377 members 
Mstep: Class 13 contains 67171 members 
Mstep: Class 14 contains 145018 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 18 contains 86689 members 
Mstep: Class 19 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734468.000000 Penalty: 30212.712891
Iteration 29Q: 15 clusters Score -6.473447e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 56939 members 
Mstep: Class 7 contains 72729 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 109044 members 
Mstep: Class 13 contains 68047 members 
Mstep: Class 14 contains 144221 members 
Mstep: Class 15 contains 7187 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 18 contains 86781 members 
Mstep: Class 19 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734520.000000 Penalty: 30212.712891
Iteration 30Q: 15 clusters Score -6.473452e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 16110 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 56755 members 
Mstep: Class 7 contains 72690 members 
Mstep: Class 9 contains 4838 members 
Mstep: Class 10 contains 108685 members 
Mstep: Class 13 contains 68942 members 
Mstep: Class 14 contains 143444 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 18 contains 86861 members 
Mstep: Class 19 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734580.000000 Penalty: 30212.712891
Iteration 31Q: 15 clusters Score -6.473458e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 16147 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 56599 members 
Mstep: Class 7 contains 72671 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 108300 members 
Mstep: Class 13 contains 69785 members 
Mstep: Class 14 contains 142765 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 2136 members 
Mstep: Class 18 contains 86935 members 
Mstep: Class 19 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734424.000000 Penalty: 30212.712891
Iteration 32Q: 15 clusters Score -6.473442e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 16169 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 56452 members 
Mstep: Class 7 contains 72662 members 
Mstep: Class 9 contains 4809 members 
Mstep: Class 10 contains 107888 members 
Mstep: Class 13 contains 70642 members 
Mstep: Class 14 contains 142113 members 
Mstep: Class 15 contains 7306 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 18 contains 87005 members 
Mstep: Class 19 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734376.000000 Penalty: 30212.712891
Iteration 33Q: 15 clusters Score -6.473438e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 16184 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 56284 members 
Mstep: Class 7 contains 72643 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 107517 members 
Mstep: Class 13 contains 71509 members 
Mstep: Class 14 contains 141456 members 
Mstep: Class 15 contains 7333 members 
Mstep: Class 16 contains 2121 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734304.000000 Penalty: 30212.712891
Iteration 34Q: 15 clusters Score -6.47343e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 16200 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 5 contains 56133 members 
Mstep: Class 7 contains 72636 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 107158 members 
Mstep: Class 13 contains 72324 members 
Mstep: Class 14 contains 140829 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 18 contains 87129 members 
Mstep: Class 19 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734296.000000 Penalty: 30212.712891
Iteration 35Q: 15 clusters Score -6.47343e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 16213 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 56011 members 
Mstep: Class 7 contains 72635 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 106801 members 
Mstep: Class 13 contains 73094 members 
Mstep: Class 14 contains 140236 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 18 contains 87163 members 
Mstep: Class 19 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734320.000000 Penalty: 30212.712891
Iteration 36Q: 15 clusters Score -6.473432e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 16215 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 55921 members 
Mstep: Class 7 contains 72627 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 106464 members 
Mstep: Class 13 contains 73824 members 
Mstep: Class 14 contains 139715 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 18 contains 87211 members 
Mstep: Class 19 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734120.000000 Penalty: 30212.712891
Iteration 37Q: 15 clusters Score -6.473412e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 16213 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 55827 members 
Mstep: Class 7 contains 72622 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 106152 members 
Mstep: Class 13 contains 74493 members 
Mstep: Class 14 contains 139214 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 18 contains 87254 members 
Mstep: Class 19 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734236.000000 Penalty: 30212.712891
Iteration 38Q: 15 clusters Score -6.473424e+07 nChanged 1424
Entering ConstructFrom: 
Score: -64734236.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -486736.031250 Penalty: 1356.637329
	Iteration 0F: 2 clusters Score -486736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -483252.031250 Penalty: 2713.274658
	Iteration 0F: 3 clusters Score -483252 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -484188.562500 Penalty: 2713.274658
	Iteration 1F: 3 clusters Score -484188.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -484348.593750 Penalty: 2713.274658
	Iteration 2F: 3 clusters Score -484348.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -484445.156250 Penalty: 2713.274658
	Iteration 3Q: 3 clusters Score -484445.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -484513.656250 Penalty: 2713.274658
	Iteration 4Q: 3 clusters Score -484513.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -484585.468750 Penalty: 2713.274658
	Iteration 5Q: 3 clusters Score -484585.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -484634.875000 Penalty: 2713.274658
	Iteration 6Q: 3 clusters Score -484634.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -484666.500000 Penalty: 2713.274658
	Iteration 7Q: 3 clusters Score -484666.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -484690.937500 Penalty: 2713.274658
	Iteration 8Q: 3 clusters Score -484690.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484711.250000 Penalty: 2713.274658
	Iteration 9Q: 3 clusters Score -484711.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -484731.375000 Penalty: 2713.274658
	Iteration 10Q: 3 clusters Score -484731.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -484745.687500 Penalty: 2713.274658
	Iteration 11Q: 3 clusters Score -484745.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -484759.750000 Penalty: 2713.274658
	Iteration 12Q: 3 clusters Score -484759.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -484776.531250 Penalty: 2713.274658
	Iteration 13Q: 3 clusters Score -484776.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -484791.968750 Penalty: 2713.274658
	Iteration 14Q: 3 clusters Score -484792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -484812.968750 Penalty: 2713.274658
	Iteration 15Q: 3 clusters Score -484813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -484832.625000 Penalty: 2713.274658
	Iteration 16Q: 3 clusters Score -484832.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -484851.406250 Penalty: 2713.274658
	Iteration 17Q: 3 clusters Score -484851.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -484874.281250 Penalty: 2713.274658
	Iteration 18Q: 3 clusters Score -484874.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484906.093750 Penalty: 2713.274658
	Iteration 19Q: 3 clusters Score -484906.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -484936.531250 Penalty: 2713.274658
	Iteration 20F: 3 clusters Score -484936.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -484956.562500 Penalty: 2713.274658
	Iteration 21Q: 3 clusters Score -484956.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -484979.843750 Penalty: 2713.274658
	Iteration 22Q: 3 clusters Score -484979.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -485004.250000 Penalty: 2713.274658
	Iteration 23Q: 3 clusters Score -485004.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -485031.875000 Penalty: 2713.274658
	Iteration 24Q: 3 clusters Score -485031.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -485056.656250 Penalty: 2713.274658
	Iteration 25Q: 3 clusters Score -485056.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -485081.062500 Penalty: 2713.274658
	Iteration 26Q: 3 clusters Score -485081.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -485110.218750 Penalty: 2713.274658
	Iteration 27Q: 3 clusters Score -485110.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -485142.843750 Penalty: 2713.274658
	Iteration 28Q: 3 clusters Score -485142.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -485176.937500 Penalty: 2713.274658
	Iteration 29Q: 3 clusters Score -485176.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -485219.343750 Penalty: 2713.274658
	Iteration 30Q: 3 clusters Score -485219.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -485261.125000 Penalty: 2713.274658
	Iteration 31Q: 3 clusters Score -485261.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -485306.187500 Penalty: 2713.274658
	Iteration 32Q: 3 clusters Score -485306.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -485342.562500 Penalty: 2713.274658
	Iteration 33Q: 3 clusters Score -485342.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -485365.156250 Penalty: 2713.274658
	Iteration 34Q: 3 clusters Score -485365.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -485383.093750 Penalty: 2713.274658
	Iteration 35Q: 3 clusters Score -485383.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -485394.906250 Penalty: 2713.274658
	Iteration 36Q: 3 clusters Score -485394.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -485404.375000 Penalty: 2713.274658
	Iteration 37Q: 3 clusters Score -485404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -485410.968750 Penalty: 2713.274658
	Iteration 38Q: 3 clusters Score -485411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -485416.781250 Penalty: 2713.274658
	Iteration 39Q: 3 clusters Score -485416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -485422.250000 Penalty: 2713.274658
	Iteration 40F: 3 clusters Score -485422.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -485426.781250 Penalty: 2713.274658
	Iteration 41Q: 3 clusters Score -485426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -485428.812500 Penalty: 2713.274658
	Iteration 42Q: 3 clusters Score -485428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -485430.531250 Penalty: 2713.274658
	Iteration 43Q: 3 clusters Score -485430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -485432.875000 Penalty: 2713.274658
	Iteration 44Q: 3 clusters Score -485432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -485435.875000 Penalty: 2713.274658
	Iteration 45Q: 3 clusters Score -485435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -485438.531250 Penalty: 2713.274658
	Iteration 46Q: 3 clusters Score -485438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -485440.468750 Penalty: 2713.274658
	Iteration 47Q: 3 clusters Score -485440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -485441.500000 Penalty: 2713.274658
	Iteration 48Q: 3 clusters Score -485441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -485442.750000 Penalty: 2713.274658
	Iteration 49Q: 3 clusters Score -485442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -485443.031250 Penalty: 2713.274658
	Iteration 50Q: 3 clusters Score -485443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -485445.125000 Penalty: 2713.274658
	Iteration 51Q: 3 clusters Score -485445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -485445.218750 Penalty: 2713.274658
	Iteration 52Q: 3 clusters Score -485445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -485446.343750 Penalty: 2713.274658
	Iteration 53Q: 3 clusters Score -485446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -485447.468750 Penalty: 2713.274658
	Iteration 54Q: 3 clusters Score -485447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -485450.062500 Penalty: 2713.274658
	Iteration 55Q: 3 clusters Score -485450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -485451.687500 Penalty: 2713.274658
	Iteration 56Q: 3 clusters Score -485451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -485453.968750 Penalty: 2713.274658
	Iteration 57Q: 3 clusters Score -485454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -485454.312500 Penalty: 2713.274658
	Iteration 58Q: 3 clusters Score -485454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -485454.343750 Penalty: 2713.274658
	Iteration 59Q: 3 clusters Score -485454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -485454.562500 Penalty: 2713.274658
	Iteration 60F: 3 clusters Score -485454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -485455.750000 Penalty: 2713.274658
	Iteration 61Q: 3 clusters Score -485455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -485455.093750 Penalty: 2713.274658
	Iteration 62Q: 3 clusters Score -485455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -485455.437500 Penalty: 2713.274658
	Iteration 63Q: 3 clusters Score -485455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -485456.062500 Penalty: 2713.274658
	Iteration 64Q: 3 clusters Score -485456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -485457.937500 Penalty: 2713.274658
	Iteration 65Q: 3 clusters Score -485457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -485459.968750 Penalty: 2713.274658
	Iteration 66Q: 3 clusters Score -485460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -485461.312500 Penalty: 2713.274658
	Iteration 67Q: 3 clusters Score -485461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -485464.656250 Penalty: 2713.274658
	Iteration 68Q: 3 clusters Score -485464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -485464.687500 Penalty: 2713.274658
	Iteration 69Q: 3 clusters Score -485464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -485465.687500 Penalty: 2713.274658
	Iteration 70Q: 3 clusters Score -485465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -485467.687500 Penalty: 2713.274658
	Iteration 71Q: 3 clusters Score -485467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -485469.031250 Penalty: 2713.274658
	Iteration 72Q: 3 clusters Score -485469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -485470.125000 Penalty: 2713.274658
	Iteration 73Q: 3 clusters Score -485470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -485469.968750 Penalty: 2713.274658
	Iteration 74Q: 3 clusters Score -485470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -485471.375000 Penalty: 2713.274658
	Iteration 75Q: 3 clusters Score -485471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -485470.937500 Penalty: 2713.274658
	Iteration 76Q: 3 clusters Score -485470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -485471.281250 Penalty: 2713.274658
	Iteration 77Q: 3 clusters Score -485471.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -485471.281250 Penalty: 2713.274658
	Iteration 78F: 3 clusters Score -485471.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -857823.750000 Penalty: 1449.628296
	Iteration 0F: 2 clusters Score -857823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -852254.375000 Penalty: 2899.256592
	Iteration 0F: 3 clusters Score -852254.4 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -853991.562500 Penalty: 2899.256592
	Iteration 1F: 3 clusters Score -853991.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -854208.750000 Penalty: 2899.256592
	Iteration 2F: 3 clusters Score -854208.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -854393.562500 Penalty: 2899.256592
	Iteration 3F: 3 clusters Score -854393.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -854592.000000 Penalty: 2899.256592
	Iteration 4Q: 3 clusters Score -854592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -854838.750000 Penalty: 2899.256592
	Iteration 5Q: 3 clusters Score -854838.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -855105.250000 Penalty: 2899.256592
	Iteration 6F: 3 clusters Score -855105.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -855372.687500 Penalty: 2899.256592
	Iteration 7Q: 3 clusters Score -855372.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -855623.375000 Penalty: 2899.256592
	Iteration 8Q: 3 clusters Score -855623.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -855879.312500 Penalty: 2899.256592
	Iteration 9Q: 3 clusters Score -855879.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -856076.250000 Penalty: 2899.256592
	Iteration 10Q: 3 clusters Score -856076.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -856212.125000 Penalty: 2899.256592
	Iteration 11Q: 3 clusters Score -856212.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -856276.375000 Penalty: 2899.256592
	Iteration 12Q: 3 clusters Score -856276.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -856311.812500 Penalty: 2899.256592
	Iteration 13Q: 3 clusters Score -856311.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -856334.812500 Penalty: 2899.256592
	Iteration 14Q: 3 clusters Score -856334.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -856350.000000 Penalty: 2899.256592
	Iteration 15Q: 3 clusters Score -856350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -856366.125000 Penalty: 2899.256592
	Iteration 16Q: 3 clusters Score -856366.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -856382.812500 Penalty: 2899.256592
	Iteration 17Q: 3 clusters Score -856382.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -856404.000000 Penalty: 2899.256592
	Iteration 18Q: 3 clusters Score -856404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -856420.000000 Penalty: 2899.256592
	Iteration 19Q: 3 clusters Score -856420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -856438.937500 Penalty: 2899.256592
	Iteration 20F: 3 clusters Score -856438.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -856458.687500 Penalty: 2899.256592
	Iteration 21Q: 3 clusters Score -856458.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -856475.937500 Penalty: 2899.256592
	Iteration 22Q: 3 clusters Score -856475.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -856492.500000 Penalty: 2899.256592
	Iteration 23Q: 3 clusters Score -856492.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -856502.625000 Penalty: 2899.256592
	Iteration 24Q: 3 clusters Score -856502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -856511.500000 Penalty: 2899.256592
	Iteration 25Q: 3 clusters Score -856511.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -856516.687500 Penalty: 2899.256592
	Iteration 26Q: 3 clusters Score -856516.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -856521.750000 Penalty: 2899.256592
	Iteration 27Q: 3 clusters Score -856521.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -856530.125000 Penalty: 2899.256592
	Iteration 28Q: 3 clusters Score -856530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -856536.687500 Penalty: 2899.256592
	Iteration 29Q: 3 clusters Score -856536.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -856548.187500 Penalty: 2899.256592
	Iteration 30Q: 3 clusters Score -856548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -856551.687500 Penalty: 2899.256592
	Iteration 31Q: 3 clusters Score -856551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -856562.250000 Penalty: 2899.256592
	Iteration 32Q: 3 clusters Score -856562.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -856567.250000 Penalty: 2899.256592
	Iteration 33Q: 3 clusters Score -856567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -856574.500000 Penalty: 2899.256592
	Iteration 34Q: 3 clusters Score -856574.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -856576.750000 Penalty: 2899.256592
	Iteration 35Q: 3 clusters Score -856576.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -856586.000000 Penalty: 2899.256592
	Iteration 36Q: 3 clusters Score -856586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -856592.875000 Penalty: 2899.256592
	Iteration 37Q: 3 clusters Score -856592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -856600.187500 Penalty: 2899.256592
	Iteration 38Q: 3 clusters Score -856600.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -856609.437500 Penalty: 2899.256592
	Iteration 39Q: 3 clusters Score -856609.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -856617.875000 Penalty: 2899.256592
	Iteration 40F: 3 clusters Score -856617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -856623.937500 Penalty: 2899.256592
	Iteration 41Q: 3 clusters Score -856623.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -856628.187500 Penalty: 2899.256592
	Iteration 42Q: 3 clusters Score -856628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -856632.125000 Penalty: 2899.256592
	Iteration 43Q: 3 clusters Score -856632.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -856636.937500 Penalty: 2899.256592
	Iteration 44Q: 3 clusters Score -856636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -856637.812500 Penalty: 2899.256592
	Iteration 45Q: 3 clusters Score -856637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -856641.312500 Penalty: 2899.256592
	Iteration 46Q: 3 clusters Score -856641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -856642.312500 Penalty: 2899.256592
	Iteration 47Q: 3 clusters Score -856642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -856646.250000 Penalty: 2899.256592
	Iteration 48Q: 3 clusters Score -856646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -856646.937500 Penalty: 2899.256592
	Iteration 49Q: 3 clusters Score -856646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -856649.187500 Penalty: 2899.256592
	Iteration 50Q: 3 clusters Score -856649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -856651.000000 Penalty: 2899.256592
	Iteration 51Q: 3 clusters Score -856651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -856651.062500 Penalty: 2899.256592
	Iteration 52Q: 3 clusters Score -856651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -856650.937500 Penalty: 2899.256592
	Iteration 53Q: 3 clusters Score -856650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -856650.937500 Penalty: 2899.256592
	Iteration 54F: 3 clusters Score -856650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Entering Unmasked Estep 
Score: -1777710.250000 Penalty: 1575.234863
	Iteration 0F: 2 clusters Score -1777710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1766475.000000 Penalty: 3150.469727
	Iteration 0F: 3 clusters Score -1766475 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1770358.875000 Penalty: 3150.469727
	Iteration 1F: 3 clusters Score -1770359 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1770732.875000 Penalty: 3150.469727
	Iteration 2F: 3 clusters Score -1770733 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1771176.625000 Penalty: 3150.469727
	Iteration 3F: 3 clusters Score -1771177 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1771749.375000 Penalty: 3150.469727
	Iteration 4F: 3 clusters Score -1771749 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1772542.750000 Penalty: 3150.469727
	Iteration 5F: 3 clusters Score -1772543 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1773509.875000 Penalty: 3150.469727
	Iteration 6F: 3 clusters Score -1773510 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1774449.125000 Penalty: 3150.469727
	Iteration 7F: 3 clusters Score -1774449 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1775135.000000 Penalty: 3150.469727
	Iteration 8Q: 3 clusters Score -1775135 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1775599.750000 Penalty: 3150.469727
	Iteration 9Q: 3 clusters Score -1775600 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1775856.500000 Penalty: 3150.469727
	Iteration 10Q: 3 clusters Score -1775856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1776020.625000 Penalty: 3150.469727
	Iteration 11Q: 3 clusters Score -1776021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1776118.375000 Penalty: 3150.469727
	Iteration 12Q: 3 clusters Score -1776118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1776193.375000 Penalty: 3150.469727
	Iteration 13Q: 3 clusters Score -1776193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1776257.375000 Penalty: 3150.469727
	Iteration 14Q: 3 clusters Score -1776257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1776304.625000 Penalty: 3150.469727
	Iteration 15Q: 3 clusters Score -1776305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1776346.000000 Penalty: 3150.469727
	Iteration 16Q: 3 clusters Score -1776346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1776375.875000 Penalty: 3150.469727
	Iteration 17Q: 3 clusters Score -1776376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1776387.500000 Penalty: 3150.469727
	Iteration 18Q: 3 clusters Score -1776388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1776393.000000 Penalty: 3150.469727
	Iteration 19Q: 3 clusters Score -1776393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1776397.875000 Penalty: 3150.469727
	Iteration 20F: 3 clusters Score -1776398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1776402.250000 Penalty: 3150.469727
	Iteration 21Q: 3 clusters Score -1776402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1776405.000000 Penalty: 3150.469727
	Iteration 22Q: 3 clusters Score -1776405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1776409.875000 Penalty: 3150.469727
	Iteration 23Q: 3 clusters Score -1776410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1776413.375000 Penalty: 3150.469727
	Iteration 24Q: 3 clusters Score -1776413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1776419.125000 Penalty: 3150.469727
	Iteration 25Q: 3 clusters Score -1776419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1776418.750000 Penalty: 3150.469727
	Iteration 26Q: 3 clusters Score -1776419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1776421.250000 Penalty: 3150.469727
	Iteration 27Q: 3 clusters Score -1776421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1776427.750000 Penalty: 3150.469727
	Iteration 28Q: 3 clusters Score -1776428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1776428.625000 Penalty: 3150.469727
	Iteration 29Q: 3 clusters Score -1776429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1776428.625000 Penalty: 3150.469727
	Iteration 30F: 3 clusters Score -1776429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -435177.718750 Penalty: 1354.741211
	Iteration 0F: 2 clusters Score -435177.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -431762.625000 Penalty: 2709.482422
	Iteration 0F: 3 clusters Score -431762.6 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -432823.656250 Penalty: 2709.482422
	Iteration 1F: 3 clusters Score -432823.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -433066.093750 Penalty: 2709.482422
	Iteration 2F: 3 clusters Score -433066.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -433268.906250 Penalty: 2709.482422
	Iteration 3F: 3 clusters Score -433268.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -433494.968750 Penalty: 2709.482422
	Iteration 4F: 3 clusters Score -433495 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -433679.093750 Penalty: 2709.482422
	Iteration 5F: 3 clusters Score -433679.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -433807.031250 Penalty: 2709.482422
	Iteration 6Q: 3 clusters Score -433807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -433932.625000 Penalty: 2709.482422
	Iteration 7Q: 3 clusters Score -433932.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -434051.437500 Penalty: 2709.482422
	Iteration 8Q: 3 clusters Score -434051.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -434184.281250 Penalty: 2709.482422
	Iteration 9Q: 3 clusters Score -434184.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -434295.937500 Penalty: 2709.482422
	Iteration 10Q: 3 clusters Score -434295.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -434392.843750 Penalty: 2709.482422
	Iteration 11Q: 3 clusters Score -434392.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -434489.062500 Penalty: 2709.482422
	Iteration 12Q: 3 clusters Score -434489.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -434584.437500 Penalty: 2709.482422
	Iteration 13Q: 3 clusters Score -434584.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -434710.937500 Penalty: 2709.482422
	Iteration 14Q: 3 clusters Score -434710.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -434850.375000 Penalty: 2709.482422
	Iteration 15Q: 3 clusters Score -434850.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -435036.906250 Penalty: 2709.482422
	Iteration 16Q: 3 clusters Score -435036.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -435251.375000 Penalty: 2709.482422
	Iteration 17Q: 3 clusters Score -435251.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -435423.250000 Penalty: 2709.482422
	Iteration 18Q: 3 clusters Score -435423.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -435543.562500 Penalty: 2709.482422
	Iteration 19Q: 3 clusters Score -435543.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -435655.625000 Penalty: 2709.482422
	Iteration 20F: 3 clusters Score -435655.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -435727.593750 Penalty: 2709.482422
	Iteration 21Q: 3 clusters Score -435727.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -435759.312500 Penalty: 2709.482422
	Iteration 22Q: 3 clusters Score -435759.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -435782.125000 Penalty: 2709.482422
	Iteration 23Q: 3 clusters Score -435782.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -435793.312500 Penalty: 2709.482422
	Iteration 24Q: 3 clusters Score -435793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -435795.750000 Penalty: 2709.482422
	Iteration 25Q: 3 clusters Score -435795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -435796.781250 Penalty: 2709.482422
	Iteration 26Q: 3 clusters Score -435796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -435796.781250 Penalty: 2709.482422
	Iteration 27F: 3 clusters Score -435796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 55748 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 72620 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 13 contains 75071 members 
Mstep: Class 14 contains 138780 members 
Mstep: Class 15 contains 7511 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 18 contains 87310 members 
Mstep: Class 19 contains 3627 members 
Entering Unmasked Estep 
Score: -64734000.000000 Penalty: 32370.763672
Splitting cluster 4 changes total score from -64734236.000000 to -64734000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (55748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Entering Unmasked Estep 
Score: -6247685.000000 Penalty: 1775.896973
	Iteration 0F: 2 clusters Score -6247685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6210349.500000 Penalty: 3551.793945
	Iteration 0F: 3 clusters Score -6210350 nChanged 26223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6225791.500000 Penalty: 3551.793945
	Iteration 1F: 3 clusters Score -6225792 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6226759.500000 Penalty: 3551.793945
	Iteration 2Q: 3 clusters Score -6226760 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6228258.500000 Penalty: 3551.793945
	Iteration 3F: 3 clusters Score -6228258 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -6230507.000000 Penalty: 3551.793945
	Iteration 4F: 3 clusters Score -6230507 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6233704.000000 Penalty: 3551.793945
	Iteration 5F: 3 clusters Score -6233704 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -6237702.500000 Penalty: 3551.793945
	Iteration 6F: 3 clusters Score -6237702 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6241638.500000 Penalty: 3551.793945
	Iteration 7F: 3 clusters Score -6241638 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6244284.500000 Penalty: 3551.793945
	Iteration 8Q: 3 clusters Score -6244284 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6245463.500000 Penalty: 3551.793945
	Iteration 9Q: 3 clusters Score -6245464 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6245852.500000 Penalty: 3551.793945
	Iteration 10Q: 3 clusters Score -6245852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6245989.000000 Penalty: 3551.793945
	Iteration 11Q: 3 clusters Score -6245989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6246037.000000 Penalty: 3551.793945
	Iteration 12Q: 3 clusters Score -6246037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6246064.000000 Penalty: 3551.793945
	Iteration 13Q: 3 clusters Score -6246064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6246079.000000 Penalty: 3551.793945
	Iteration 14Q: 3 clusters Score -6246079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6246085.500000 Penalty: 3551.793945
	Iteration 15Q: 3 clusters Score -6246086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6246092.000000 Penalty: 3551.793945
	Iteration 16Q: 3 clusters Score -6246092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6246098.500000 Penalty: 3551.793945
	Iteration 17Q: 3 clusters Score -6246098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6246100.000000 Penalty: 3551.793945
	Iteration 18Q: 3 clusters Score -6246100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6246103.500000 Penalty: 3551.793945
	Iteration 19Q: 3 clusters Score -6246104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6246098.500000 Penalty: 3551.793945
	Iteration 20F: 3 clusters Score -6246098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Entering Unmasked Estep 
Score: -8251577.500000 Penalty: 1818.861816
	Iteration 0F: 2 clusters Score -8251578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -8203082.000000 Penalty: 3637.723633
	Iteration 0F: 3 clusters Score -8203082 nChanged 34448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -8222669.500000 Penalty: 3637.723633
	Iteration 1F: 3 clusters Score -8222670 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -8223175.500000 Penalty: 3637.723633
	Iteration 2Q: 3 clusters Score -8223176 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -8223867.000000 Penalty: 3637.723633
	Iteration 3Q: 3 clusters Score -8223867 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -8224799.000000 Penalty: 3637.723633
	Iteration 4Q: 3 clusters Score -8224799 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8226168.000000 Penalty: 3637.723633
	Iteration 5Q: 3 clusters Score -8226168 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -8228665.500000 Penalty: 3637.723633
	Iteration 6F: 3 clusters Score -8228666 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -8232708.000000 Penalty: 3637.723633
	Iteration 7F: 3 clusters Score -8232708 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -8238022.500000 Penalty: 3637.723633
	Iteration 8F: 3 clusters Score -8238022 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -8243050.500000 Penalty: 3637.723633
	Iteration 9F: 3 clusters Score -8243050 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -8246875.000000 Penalty: 3637.723633
	Iteration 10F: 3 clusters Score -8246875 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -8248925.000000 Penalty: 3637.723633
	Iteration 11Q: 3 clusters Score -8248925 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -8249639.000000 Penalty: 3637.723633
	Iteration 12Q: 3 clusters Score -8249639 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -8249880.000000 Penalty: 3637.723633
	Iteration 13Q: 3 clusters Score -8249880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -8249968.000000 Penalty: 3637.723633
	Iteration 14Q: 3 clusters Score -8249968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -8249993.500000 Penalty: 3637.723633
	Iteration 15Q: 3 clusters Score -8249994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -8250023.500000 Penalty: 3637.723633
	Iteration 16Q: 3 clusters Score -8250024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -8250046.000000 Penalty: 3637.723633
	Iteration 17Q: 3 clusters Score -8250046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8250058.000000 Penalty: 3637.723633
	Iteration 18Q: 3 clusters Score -8250058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -8250068.500000 Penalty: 3637.723633
	Iteration 19Q: 3 clusters Score -8250068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8250091.000000 Penalty: 3637.723633
	Iteration 20F: 3 clusters Score -8250091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8250109.000000 Penalty: 3637.723633
	Iteration 21Q: 3 clusters Score -8250109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8250121.500000 Penalty: 3637.723633
	Iteration 22Q: 3 clusters Score -8250122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -8250131.000000 Penalty: 3637.723633
	Iteration 23Q: 3 clusters Score -8250131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -8250134.000000 Penalty: 3637.723633
	Iteration 24Q: 3 clusters Score -8250134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8250139.000000 Penalty: 3637.723633
	Iteration 25Q: 3 clusters Score -8250139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -8250140.000000 Penalty: 3637.723633
	Iteration 26Q: 3 clusters Score -8250140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -8250140.000000 Penalty: 3637.723633
	Iteration 27F: 3 clusters Score -8250140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -526217.812500 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -526217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -522424.062500 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -522424.1 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -523471.375000 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -523471.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -523621.437500 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -523621.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -523714.093750 Penalty: 2750.663818
	Iteration 3Q: 3 clusters Score -523714.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -523792.375000 Penalty: 2750.663818
	Iteration 4Q: 3 clusters Score -523792.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -523859.625000 Penalty: 2750.663818
	Iteration 5Q: 3 clusters Score -523859.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -523915.593750 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -523915.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -523976.343750 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -523976.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -524049.656250 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -524049.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -524145.937500 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -524145.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -524248.500000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -524248.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -524358.812500 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -524358.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -524470.937500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -524470.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -524594.937500 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -524594.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -524743.562500 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -524743.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -524872.875000 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -524872.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -524964.625000 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -524964.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -525040.125000 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -525040.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -525090.875000 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -525090.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -525147.125000 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -525147.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -525187.312500 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -525187.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -525220.687500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -525220.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -525258.937500 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -525258.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -525272.937500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -525272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -525283.625000 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -525283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -525290.875000 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -525290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -525298.875000 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -525298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -525308.750000 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -525308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -525319.687500 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -525319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -525332.875000 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -525332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -525347.187500 Penalty: 2750.663818
	Iteration 30Q: 3 clusters Score -525347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -525356.750000 Penalty: 2750.663818
	Iteration 31Q: 3 clusters Score -525356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -525366.187500 Penalty: 2750.663818
	Iteration 32Q: 3 clusters Score -525366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -525373.937500 Penalty: 2750.663818
	Iteration 33Q: 3 clusters Score -525373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -525377.750000 Penalty: 2750.663818
	Iteration 34Q: 3 clusters Score -525377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -525379.437500 Penalty: 2750.663818
	Iteration 35Q: 3 clusters Score -525379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -525383.562500 Penalty: 2750.663818
	Iteration 36Q: 3 clusters Score -525383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -525385.875000 Penalty: 2750.663818
	Iteration 37Q: 3 clusters Score -525385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -525385.875000 Penalty: 2750.663818
	Iteration 38F: 3 clusters Score -525385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Entering Unmasked Estep 
Score: -11958898.000000 Penalty: 1880.109009
	Iteration 0F: 2 clusters Score -1.19589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -11889107.000000 Penalty: 3760.218018
	Iteration 0F: 3 clusters Score -1.188911e+07 nChanged 50660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -11918925.000000 Penalty: 3760.218018
	Iteration 1F: 3 clusters Score -1.191892e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -11920355.000000 Penalty: 3760.218018
	Iteration 2Q: 3 clusters Score -1.192036e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -11922383.000000 Penalty: 3760.218018
	Iteration 3Q: 3 clusters Score -1.192238e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -11925389.000000 Penalty: 3760.218018
	Iteration 4F: 3 clusters Score -1.192539e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -11930166.000000 Penalty: 3760.218018
	Iteration 5F: 3 clusters Score -1.193017e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -11936378.000000 Penalty: 3760.218018
	Iteration 6F: 3 clusters Score -1.193638e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -11941531.000000 Penalty: 3760.218018
	Iteration 7F: 3 clusters Score -1.194153e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -11943738.000000 Penalty: 3760.218018
	Iteration 8Q: 3 clusters Score -1.194374e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -11944618.000000 Penalty: 3760.218018
	Iteration 9Q: 3 clusters Score -1.194462e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -11945198.000000 Penalty: 3760.218018
	Iteration 10Q: 3 clusters Score -1.19452e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -11945694.000000 Penalty: 3760.218018
	Iteration 11Q: 3 clusters Score -1.194569e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -11946187.000000 Penalty: 3760.218018
	Iteration 12Q: 3 clusters Score -1.194619e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -11946756.000000 Penalty: 3760.218018
	Iteration 13Q: 3 clusters Score -1.194676e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -11947322.000000 Penalty: 3760.218018
	Iteration 14Q: 3 clusters Score -1.194732e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -11947870.000000 Penalty: 3760.218018
	Iteration 15Q: 3 clusters Score -1.194787e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -11948377.000000 Penalty: 3760.218018
	Iteration 16Q: 3 clusters Score -1.194838e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -11948829.000000 Penalty: 3760.218018
	Iteration 17Q: 3 clusters Score -1.194883e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -11949356.000000 Penalty: 3760.218018
	Iteration 18Q: 3 clusters Score -1.194936e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -11949784.000000 Penalty: 3760.218018
	Iteration 19Q: 3 clusters Score -1.194978e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -11950241.000000 Penalty: 3760.218018
	Iteration 20F: 3 clusters Score -1.195024e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -11950648.000000 Penalty: 3760.218018
	Iteration 21Q: 3 clusters Score -1.195065e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -11951026.000000 Penalty: 3760.218018
	Iteration 22Q: 3 clusters Score -1.195103e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -11951377.000000 Penalty: 3760.218018
	Iteration 23Q: 3 clusters Score -1.195138e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -11951662.000000 Penalty: 3760.218018
	Iteration 24Q: 3 clusters Score -1.195166e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -11951943.000000 Penalty: 3760.218018
	Iteration 25Q: 3 clusters Score -1.195194e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -11952195.000000 Penalty: 3760.218018
	Iteration 26Q: 3 clusters Score -1.19522e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -11952403.000000 Penalty: 3760.218018
	Iteration 27Q: 3 clusters Score -1.19524e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -11952697.000000 Penalty: 3760.218018
	Iteration 28Q: 3 clusters Score -1.19527e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -11952914.000000 Penalty: 3760.218018
	Iteration 29Q: 3 clusters Score -1.195291e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -11953059.000000 Penalty: 3760.218018
	Iteration 30Q: 3 clusters Score -1.195306e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -11953261.000000 Penalty: 3760.218018
	Iteration 31Q: 3 clusters Score -1.195326e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -11953407.000000 Penalty: 3760.218018
	Iteration 32Q: 3 clusters Score -1.195341e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -11953583.000000 Penalty: 3760.218018
	Iteration 33Q: 3 clusters Score -1.195358e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -11953785.000000 Penalty: 3760.218018
	Iteration 34Q: 3 clusters Score -1.195378e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -11953987.000000 Penalty: 3760.218018
	Iteration 35Q: 3 clusters Score -1.195399e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -11954105.000000 Penalty: 3760.218018
	Iteration 36Q: 3 clusters Score -1.19541e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -11954277.000000 Penalty: 3760.218018
	Iteration 37Q: 3 clusters Score -1.195428e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -11954513.000000 Penalty: 3760.218018
	Iteration 38Q: 3 clusters Score -1.195451e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -11954627.000000 Penalty: 3760.218018
	Iteration 39Q: 3 clusters Score -1.195463e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -11954793.000000 Penalty: 3760.218018
	Iteration 40F: 3 clusters Score -1.195479e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -11954948.000000 Penalty: 3760.218018
	Iteration 41Q: 3 clusters Score -1.195495e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -11955078.000000 Penalty: 3760.218018
	Iteration 42Q: 3 clusters Score -1.195508e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -11955280.000000 Penalty: 3760.218018
	Iteration 43Q: 3 clusters Score -1.195528e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -11955406.000000 Penalty: 3760.218018
	Iteration 44Q: 3 clusters Score -1.195541e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -11955569.000000 Penalty: 3760.218018
	Iteration 45Q: 3 clusters Score -1.195557e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -11955752.000000 Penalty: 3760.218018
	Iteration 46Q: 3 clusters Score -1.195575e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -11955895.000000 Penalty: 3760.218018
	Iteration 47Q: 3 clusters Score -1.19559e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -11956046.000000 Penalty: 3760.218018
	Iteration 48Q: 3 clusters Score -1.195605e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -11956183.000000 Penalty: 3760.218018
	Iteration 49Q: 3 clusters Score -1.195618e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -11956314.000000 Penalty: 3760.218018
	Iteration 50Q: 3 clusters Score -1.195631e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -11956455.000000 Penalty: 3760.218018
	Iteration 51Q: 3 clusters Score -1.195646e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -11956583.000000 Penalty: 3760.218018
	Iteration 52Q: 3 clusters Score -1.195658e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11956618.000000 Penalty: 3760.218018
	Iteration 53Q: 3 clusters Score -1.195662e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -11956723.000000 Penalty: 3760.218018
	Iteration 54Q: 3 clusters Score -1.195672e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -11956805.000000 Penalty: 3760.218018
	Iteration 55Q: 3 clusters Score -1.19568e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -11956894.000000 Penalty: 3760.218018
	Iteration 56Q: 3 clusters Score -1.195689e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -11956966.000000 Penalty: 3760.218018
	Iteration 57Q: 3 clusters Score -1.195697e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99189 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -11957022.000000 Penalty: 3760.218018
	Iteration 58Q: 3 clusters Score -1.195702e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -11957084.000000 Penalty: 3760.218018
	Iteration 59Q: 3 clusters Score -1.195708e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -11957104.000000 Penalty: 3760.218018
	Iteration 60F: 3 clusters Score -1.19571e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -11957158.000000 Penalty: 3760.218018
	Iteration 61Q: 3 clusters Score -1.195716e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -11957205.000000 Penalty: 3760.218018
	Iteration 62Q: 3 clusters Score -1.19572e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -11957256.000000 Penalty: 3760.218018
	Iteration 63Q: 3 clusters Score -1.195726e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -11957271.000000 Penalty: 3760.218018
	Iteration 64Q: 3 clusters Score -1.195727e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -11957272.000000 Penalty: 3760.218018
	Iteration 65Q: 3 clusters Score -1.195727e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11957342.000000 Penalty: 3760.218018
	Iteration 66Q: 3 clusters Score -1.195734e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -11957365.000000 Penalty: 3760.218018
	Iteration 67Q: 3 clusters Score -1.195736e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -11957365.000000 Penalty: 3760.218018
	Iteration 68Q: 3 clusters Score -1.195736e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11957362.000000 Penalty: 3760.218018
	Iteration 69Q: 3 clusters Score -1.195736e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -11957381.000000 Penalty: 3760.218018
	Iteration 70Q: 3 clusters Score -1.195738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11957380.000000 Penalty: 3760.218018
	Iteration 71Q: 3 clusters Score -1.195738e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -11957440.000000 Penalty: 3760.218018
	Iteration 72Q: 3 clusters Score -1.195744e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -11957464.000000 Penalty: 3760.218018
	Iteration 73Q: 3 clusters Score -1.195746e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11957492.000000 Penalty: 3760.218018
	Iteration 74Q: 3 clusters Score -1.195749e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -11957518.000000 Penalty: 3760.218018
	Iteration 75Q: 3 clusters Score -1.195752e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -11957516.000000 Penalty: 3760.218018
	Iteration 76Q: 3 clusters Score -1.195752e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -11957513.000000 Penalty: 3760.218018
	Iteration 77Q: 3 clusters Score -1.195751e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -11957521.000000 Penalty: 3760.218018
	Iteration 78Q: 3 clusters Score -1.195752e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -11957539.000000 Penalty: 3760.218018
	Iteration 79Q: 3 clusters Score -1.195754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -11957531.000000 Penalty: 3760.218018
	Iteration 80F: 3 clusters Score -1.195753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -11957535.000000 Penalty: 3760.218018
	Iteration 81Q: 3 clusters Score -1.195754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -11957561.000000 Penalty: 3760.218018
	Iteration 82Q: 3 clusters Score -1.195756e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -11957563.000000 Penalty: 3760.218018
	Iteration 83Q: 3 clusters Score -1.195756e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -11957591.000000 Penalty: 3760.218018
	Iteration 84Q: 3 clusters Score -1.195759e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -11957595.000000 Penalty: 3760.218018
	Iteration 85Q: 3 clusters Score -1.19576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -11957588.000000 Penalty: 3760.218018
	Iteration 86Q: 3 clusters Score -1.195759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -11957576.000000 Penalty: 3760.218018
	Iteration 87Q: 3 clusters Score -1.195758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11957570.000000 Penalty: 3760.218018
	Iteration 88Q: 3 clusters Score -1.195757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -11957584.000000 Penalty: 3760.218018
	Iteration 89Q: 3 clusters Score -1.195758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11957586.000000 Penalty: 3760.218018
	Iteration 90Q: 3 clusters Score -1.195759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -11957588.000000 Penalty: 3760.218018
	Iteration 91Q: 3 clusters Score -1.195759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -11957575.000000 Penalty: 3760.218018
	Iteration 92Q: 3 clusters Score -1.195758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11957592.000000 Penalty: 3760.218018
	Iteration 93Q: 3 clusters Score -1.195759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11957604.000000 Penalty: 3760.218018
	Iteration 94Q: 3 clusters Score -1.19576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -11957613.000000 Penalty: 3760.218018
	Iteration 95Q: 3 clusters Score -1.195761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -11957614.000000 Penalty: 3760.218018
	Iteration 96Q: 3 clusters Score -1.195761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11957626.000000 Penalty: 3760.218018
	Iteration 97Q: 3 clusters Score -1.195763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11957625.000000 Penalty: 3760.218018
	Iteration 98Q: 3 clusters Score -1.195762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -11957625.000000 Penalty: 3760.218018
	Iteration 99Q: 3 clusters Score -1.195762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -11957627.000000 Penalty: 3760.218018
	Iteration 100F: 3 clusters Score -1.195763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11957632.000000 Penalty: 3760.218018
	Iteration 101Q: 3 clusters Score -1.195763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -11957634.000000 Penalty: 3760.218018
	Iteration 102Q: 3 clusters Score -1.195763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -11957625.000000 Penalty: 3760.218018
	Iteration 103Q: 3 clusters Score -1.195762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -11957633.000000 Penalty: 3760.218018
	Iteration 104Q: 3 clusters Score -1.195763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -11957643.000000 Penalty: 3760.218018
	Iteration 105Q: 3 clusters Score -1.195764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -11957646.000000 Penalty: 3760.218018
	Iteration 106Q: 3 clusters Score -1.195765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -11957649.000000 Penalty: 3760.218018
	Iteration 107Q: 3 clusters Score -1.195765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -11957653.000000 Penalty: 3760.218018
	Iteration 108Q: 3 clusters Score -1.195765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -11957648.000000 Penalty: 3760.218018
	Iteration 109Q: 3 clusters Score -1.195765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -11957651.000000 Penalty: 3760.218018
	Iteration 110Q: 3 clusters Score -1.195765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11957646.000000 Penalty: 3760.218018
	Iteration 111Q: 3 clusters Score -1.195765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -11957650.000000 Penalty: 3760.218018
	Iteration 112Q: 3 clusters Score -1.195765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11957643.000000 Penalty: 3760.218018
	Iteration 113Q: 3 clusters Score -1.195764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -11957641.000000 Penalty: 3760.218018
	Iteration 114Q: 3 clusters Score -1.195764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -11957644.000000 Penalty: 3760.218018
	Iteration 115Q: 3 clusters Score -1.195764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11957647.000000 Penalty: 3760.218018
	Iteration 116Q: 3 clusters Score -1.195765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -11957641.000000 Penalty: 3760.218018
	Iteration 117Q: 3 clusters Score -1.195764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -11957632.000000 Penalty: 3760.218018
	Iteration 118Q: 3 clusters Score -1.195763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11957636.000000 Penalty: 3760.218018
	Iteration 119Q: 3 clusters Score -1.195764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11957636.000000 Penalty: 3760.218018
	Iteration 120F: 3 clusters Score -1.195764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11957642.000000 Penalty: 3760.218018
	Iteration 121Q: 3 clusters Score -1.195764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11957641.000000 Penalty: 3760.218018
	Iteration 122Q: 3 clusters Score -1.195764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11957646.000000 Penalty: 3760.218018
	Iteration 123Q: 3 clusters Score -1.195765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11957646.000000 Penalty: 3760.218018
	Iteration 124Q: 3 clusters Score -1.195765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11957644.000000 Penalty: 3760.218018
	Iteration 125Q: 3 clusters Score -1.195764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -11957637.000000 Penalty: 3760.218018
	Iteration 126Q: 3 clusters Score -1.195764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -11957633.000000 Penalty: 3760.218018
	Iteration 127Q: 3 clusters Score -1.195763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11957635.000000 Penalty: 3760.218018
	Iteration 128Q: 3 clusters Score -1.195764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11957635.000000 Penalty: 3760.218018
	Iteration 129F: 3 clusters Score -1.195764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Entering Unmasked Estep 
Score: -8514356.000000 Penalty: 1824.255859
	Iteration 0F: 2 clusters Score -8514356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -8464327.000000 Penalty: 3648.511719
	Iteration 0F: 3 clusters Score -8464327 nChanged 35450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -8485201.000000 Penalty: 3648.511719
	Iteration 1F: 3 clusters Score -8485201 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8486280.000000 Penalty: 3648.511719
	Iteration 2Q: 3 clusters Score -8486280 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8487991.000000 Penalty: 3648.511719
	Iteration 3Q: 3 clusters Score -8487991 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -8490747.000000 Penalty: 3648.511719
	Iteration 4F: 3 clusters Score -8490747 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -8495148.000000 Penalty: 3648.511719
	Iteration 5F: 3 clusters Score -8495148 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -8500574.000000 Penalty: 3648.511719
	Iteration 6F: 3 clusters Score -8500574 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -8505632.000000 Penalty: 3648.511719
	Iteration 7F: 3 clusters Score -8505632 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -8509039.000000 Penalty: 3648.511719
	Iteration 8Q: 3 clusters Score -8509039 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8510934.000000 Penalty: 3648.511719
	Iteration 9Q: 3 clusters Score -8510934 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -8511841.000000 Penalty: 3648.511719
	Iteration 10Q: 3 clusters Score -8511841 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -8512271.000000 Penalty: 3648.511719
	Iteration 11Q: 3 clusters Score -8512271 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -8512505.000000 Penalty: 3648.511719
	Iteration 12Q: 3 clusters Score -8512505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -8512601.000000 Penalty: 3648.511719
	Iteration 13Q: 3 clusters Score -8512601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -8512650.000000 Penalty: 3648.511719
	Iteration 14Q: 3 clusters Score -8512650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -8512686.000000 Penalty: 3648.511719
	Iteration 15Q: 3 clusters Score -8512686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -8512701.000000 Penalty: 3648.511719
	Iteration 16Q: 3 clusters Score -8512701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -8512710.000000 Penalty: 3648.511719
	Iteration 17Q: 3 clusters Score -8512710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -8512731.000000 Penalty: 3648.511719
	Iteration 18Q: 3 clusters Score -8512731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -8512733.000000 Penalty: 3648.511719
	Iteration 19Q: 3 clusters Score -8512733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -8512737.000000 Penalty: 3648.511719
	Iteration 20F: 3 clusters Score -8512737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -8512746.000000 Penalty: 3648.511719
	Iteration 21Q: 3 clusters Score -8512746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -8512746.000000 Penalty: 3648.511719
	Iteration 22Q: 3 clusters Score -8512746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -8512746.000000 Penalty: 3648.511719
	Iteration 23Q: 3 clusters Score -8512746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -8512748.000000 Penalty: 3648.511719
	Iteration 24Q: 3 clusters Score -8512748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -8512748.000000 Penalty: 3648.511719
	Iteration 25F: 3 clusters Score -8512748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (138780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138780 members 
Entering Unmasked Estep 
Score: -15620917.000000 Penalty: 1924.104736
	Iteration 0F: 2 clusters Score -1.562092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -15533221.000000 Penalty: 3848.209473
	Iteration 0F: 3 clusters Score -1.553322e+07 nChanged 66829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -15573580.000000 Penalty: 3848.209473
	Iteration 1F: 3 clusters Score -1.557358e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -15575955.000000 Penalty: 3848.209473
	Iteration 2Q: 3 clusters Score -1.557596e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -15579764.000000 Penalty: 3848.209473
	Iteration 3F: 3 clusters Score -1.557976e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -15585935.000000 Penalty: 3848.209473
	Iteration 4F: 3 clusters Score -1.558594e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -15594232.000000 Penalty: 3848.209473
	Iteration 5F: 3 clusters Score -1.559423e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -15603137.000000 Penalty: 3848.209473
	Iteration 6F: 3 clusters Score -1.560314e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -15609704.000000 Penalty: 3848.209473
	Iteration 7F: 3 clusters Score -1.56097e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 118926 members 
Entering Unmasked Estep 
Score: -15613014.000000 Penalty: 3848.209473
	Iteration 8Q: 3 clusters Score -1.561301e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -15614749.000000 Penalty: 3848.209473
	Iteration 9Q: 3 clusters Score -1.561475e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -15615698.000000 Penalty: 3848.209473
	Iteration 10Q: 3 clusters Score -1.56157e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -15616423.000000 Penalty: 3848.209473
	Iteration 11Q: 3 clusters Score -1.561642e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -15616861.000000 Penalty: 3848.209473
	Iteration 12Q: 3 clusters Score -1.561686e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 128895 members 
Entering Unmasked Estep 
Score: -15617300.000000 Penalty: 3848.209473
	Iteration 13Q: 3 clusters Score -1.56173e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 130130 members 
Entering Unmasked Estep 
Score: -15617752.000000 Penalty: 3848.209473
	Iteration 14Q: 3 clusters Score -1.561775e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -15618070.000000 Penalty: 3848.209473
	Iteration 15Q: 3 clusters Score -1.561807e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -15618295.000000 Penalty: 3848.209473
	Iteration 16Q: 3 clusters Score -1.56183e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 132681 members 
Entering Unmasked Estep 
Score: -15618460.000000 Penalty: 3848.209473
	Iteration 17Q: 3 clusters Score -1.561846e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -15618676.000000 Penalty: 3848.209473
	Iteration 18Q: 3 clusters Score -1.561868e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -15618755.000000 Penalty: 3848.209473
	Iteration 19Q: 3 clusters Score -1.561876e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -15618843.000000 Penalty: 3848.209473
	Iteration 20F: 3 clusters Score -1.561884e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -15618902.000000 Penalty: 3848.209473
	Iteration 21Q: 3 clusters Score -1.56189e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 134679 members 
Entering Unmasked Estep 
Score: -15619019.000000 Penalty: 3848.209473
	Iteration 22Q: 3 clusters Score -1.561902e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -15619066.000000 Penalty: 3848.209473
	Iteration 23Q: 3 clusters Score -1.561907e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 135146 members 
Entering Unmasked Estep 
Score: -15619131.000000 Penalty: 3848.209473
	Iteration 24Q: 3 clusters Score -1.561913e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -15619166.000000 Penalty: 3848.209473
	Iteration 25Q: 3 clusters Score -1.561917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -15619217.000000 Penalty: 3848.209473
	Iteration 26Q: 3 clusters Score -1.561922e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -15619263.000000 Penalty: 3848.209473
	Iteration 27Q: 3 clusters Score -1.561926e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -15619303.000000 Penalty: 3848.209473
	Iteration 28Q: 3 clusters Score -1.56193e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -15619306.000000 Penalty: 3848.209473
	Iteration 29Q: 3 clusters Score -1.561931e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -15619321.000000 Penalty: 3848.209473
	Iteration 30Q: 3 clusters Score -1.561932e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -15619340.000000 Penalty: 3848.209473
	Iteration 31Q: 3 clusters Score -1.561934e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 136065 members 
Entering Unmasked Estep 
Score: -15619334.000000 Penalty: 3848.209473
	Iteration 32Q: 3 clusters Score -1.561933e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -15619360.000000 Penalty: 3848.209473
	Iteration 33Q: 3 clusters Score -1.561936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -15619391.000000 Penalty: 3848.209473
	Iteration 34Q: 3 clusters Score -1.561939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -15619390.000000 Penalty: 3848.209473
	Iteration 35Q: 3 clusters Score -1.561939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -15619381.000000 Penalty: 3848.209473
	Iteration 36Q: 3 clusters Score -1.561938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -15619379.000000 Penalty: 3848.209473
	Iteration 37Q: 3 clusters Score -1.561938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -15619368.000000 Penalty: 3848.209473
	Iteration 38Q: 3 clusters Score -1.561937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -15619380.000000 Penalty: 3848.209473
	Iteration 39Q: 3 clusters Score -1.561938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -15619391.000000 Penalty: 3848.209473
	Iteration 40F: 3 clusters Score -1.561939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -15619400.000000 Penalty: 3848.209473
	Iteration 41Q: 3 clusters Score -1.56194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -15619404.000000 Penalty: 3848.209473
	Iteration 42Q: 3 clusters Score -1.56194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 136426 members 
Entering Unmasked Estep 
Score: -15619398.000000 Penalty: 3848.209473
	Iteration 43Q: 3 clusters Score -1.56194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -15619403.000000 Penalty: 3848.209473
	Iteration 44Q: 3 clusters Score -1.56194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -15619430.000000 Penalty: 3848.209473
	Iteration 45Q: 3 clusters Score -1.561943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -15619432.000000 Penalty: 3848.209473
	Iteration 46Q: 3 clusters Score -1.561943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -15619424.000000 Penalty: 3848.209473
	Iteration 47Q: 3 clusters Score -1.561942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 136499 members 
Entering Unmasked Estep 
Score: -15619431.000000 Penalty: 3848.209473
	Iteration 48Q: 3 clusters Score -1.561943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -15619445.000000 Penalty: 3848.209473
	Iteration 49Q: 3 clusters Score -1.561944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -15619434.000000 Penalty: 3848.209473
	Iteration 50Q: 3 clusters Score -1.561943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -15619448.000000 Penalty: 3848.209473
	Iteration 51Q: 3 clusters Score -1.561945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -15619443.000000 Penalty: 3848.209473
	Iteration 52Q: 3 clusters Score -1.561944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 136556 members 
Entering Unmasked Estep 
Score: -15619446.000000 Penalty: 3848.209473
	Iteration 53Q: 3 clusters Score -1.561945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -15619467.000000 Penalty: 3848.209473
	Iteration 54Q: 3 clusters Score -1.561947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -15619462.000000 Penalty: 3848.209473
	Iteration 55Q: 3 clusters Score -1.561946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -15619459.000000 Penalty: 3848.209473
	Iteration 56Q: 3 clusters Score -1.561946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -15619455.000000 Penalty: 3848.209473
	Iteration 57Q: 3 clusters Score -1.561946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 136606 members 
Entering Unmasked Estep 
Score: -15619462.000000 Penalty: 3848.209473
	Iteration 58Q: 3 clusters Score -1.561946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -15619473.000000 Penalty: 3848.209473
	Iteration 59Q: 3 clusters Score -1.561947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
Score: -15619464.000000 Penalty: 3848.209473
	Iteration 60F: 3 clusters Score -1.561946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -15619474.000000 Penalty: 3848.209473
	Iteration 61Q: 3 clusters Score -1.561947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 136638 members 
Entering Unmasked Estep 
Score: -15619480.000000 Penalty: 3848.209473
	Iteration 62Q: 3 clusters Score -1.561948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -15619481.000000 Penalty: 3848.209473
	Iteration 63Q: 3 clusters Score -1.561948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 136654 members 
Entering Unmasked Estep 
Score: -15619488.000000 Penalty: 3848.209473
	Iteration 64Q: 3 clusters Score -1.561949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -15619482.000000 Penalty: 3848.209473
	Iteration 65Q: 3 clusters Score -1.561948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -15619471.000000 Penalty: 3848.209473
	Iteration 66Q: 3 clusters Score -1.561947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -15619486.000000 Penalty: 3848.209473
	Iteration 67Q: 3 clusters Score -1.561949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -15619471.000000 Penalty: 3848.209473
	Iteration 68Q: 3 clusters Score -1.561947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 136667 members 
Entering Unmasked Estep 
Score: -15619471.000000 Penalty: 3848.209473
	Iteration 69Q: 3 clusters Score -1.561947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 136668 members 
Entering Unmasked Estep 
Score: -15619478.000000 Penalty: 3848.209473
	Iteration 70Q: 3 clusters Score -1.561948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -15619491.000000 Penalty: 3848.209473
	Iteration 71Q: 3 clusters Score -1.561949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 136677 members 
Entering Unmasked Estep 
Score: -15619495.000000 Penalty: 3848.209473
	Iteration 72Q: 3 clusters Score -1.56195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 136684 members 
Entering Unmasked Estep 
Score: -15619488.000000 Penalty: 3848.209473
	Iteration 73Q: 3 clusters Score -1.561949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -15619483.000000 Penalty: 3848.209473
	Iteration 74Q: 3 clusters Score -1.561948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -15619486.000000 Penalty: 3848.209473
	Iteration 75Q: 3 clusters Score -1.561949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -15619485.000000 Penalty: 3848.209473
	Iteration 76Q: 3 clusters Score -1.561948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 136729 members 
Entering Unmasked Estep 
Score: -15619505.000000 Penalty: 3848.209473
	Iteration 77Q: 3 clusters Score -1.56195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 136742 members 
Entering Unmasked Estep 
Score: -15619504.000000 Penalty: 3848.209473
	Iteration 78Q: 3 clusters Score -1.56195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -15619517.000000 Penalty: 3848.209473
	Iteration 79Q: 3 clusters Score -1.561952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 136772 members 
Entering Unmasked Estep 
Score: -15619517.000000 Penalty: 3848.209473
	Iteration 80F: 3 clusters Score -1.561952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -15619528.000000 Penalty: 3848.209473
	Iteration 81Q: 3 clusters Score -1.561953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -15619526.000000 Penalty: 3848.209473
	Iteration 82Q: 3 clusters Score -1.561953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -15619538.000000 Penalty: 3848.209473
	Iteration 83Q: 3 clusters Score -1.561954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -15619535.000000 Penalty: 3848.209473
	Iteration 84Q: 3 clusters Score -1.561954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 136811 members 
Entering Unmasked Estep 
Score: -15619552.000000 Penalty: 3848.209473
	Iteration 85Q: 3 clusters Score -1.561955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -15619550.000000 Penalty: 3848.209473
	Iteration 86Q: 3 clusters Score -1.561955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -15619560.000000 Penalty: 3848.209473
	Iteration 87Q: 3 clusters Score -1.561956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -15619560.000000 Penalty: 3848.209473
	Iteration 88F: 3 clusters Score -1.561956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Entering Unmasked Estep 
Score: -868908.812500 Penalty: 1450.170166
	Iteration 0F: 2 clusters Score -868908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -863345.687500 Penalty: 2900.340332
	Iteration 0F: 3 clusters Score -863345.7 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -864986.812500 Penalty: 2900.340332
	Iteration 1F: 3 clusters Score -864986.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -865174.562500 Penalty: 2900.340332
	Iteration 2F: 3 clusters Score -865174.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -865304.125000 Penalty: 2900.340332
	Iteration 3Q: 3 clusters Score -865304.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -865404.687500 Penalty: 2900.340332
	Iteration 4Q: 3 clusters Score -865404.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -865513.312500 Penalty: 2900.340332
	Iteration 5Q: 3 clusters Score -865513.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -865617.062500 Penalty: 2900.340332
	Iteration 6Q: 3 clusters Score -865617.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -865745.500000 Penalty: 2900.340332
	Iteration 7Q: 3 clusters Score -865745.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -865897.625000 Penalty: 2900.340332
	Iteration 8Q: 3 clusters Score -865897.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -866071.187500 Penalty: 2900.340332
	Iteration 9Q: 3 clusters Score -866071.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -866265.687500 Penalty: 2900.340332
	Iteration 10Q: 3 clusters Score -866265.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -866486.812500 Penalty: 2900.340332
	Iteration 11Q: 3 clusters Score -866486.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -866723.125000 Penalty: 2900.340332
	Iteration 12Q: 3 clusters Score -866723.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -866951.562500 Penalty: 2900.340332
	Iteration 13Q: 3 clusters Score -866951.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -867149.687500 Penalty: 2900.340332
	Iteration 14Q: 3 clusters Score -867149.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -867286.062500 Penalty: 2900.340332
	Iteration 15Q: 3 clusters Score -867286.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -867389.000000 Penalty: 2900.340332
	Iteration 16Q: 3 clusters Score -867389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -867470.500000 Penalty: 2900.340332
	Iteration 17Q: 3 clusters Score -867470.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -867557.187500 Penalty: 2900.340332
	Iteration 18Q: 3 clusters Score -867557.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -867607.750000 Penalty: 2900.340332
	Iteration 19Q: 3 clusters Score -867607.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -867637.312500 Penalty: 2900.340332
	Iteration 20F: 3 clusters Score -867637.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -867660.187500 Penalty: 2900.340332
	Iteration 21Q: 3 clusters Score -867660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -867668.500000 Penalty: 2900.340332
	Iteration 22Q: 3 clusters Score -867668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -867675.125000 Penalty: 2900.340332
	Iteration 23Q: 3 clusters Score -867675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -867680.875000 Penalty: 2900.340332
	Iteration 24Q: 3 clusters Score -867680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -867688.625000 Penalty: 2900.340332
	Iteration 25Q: 3 clusters Score -867688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -867691.500000 Penalty: 2900.340332
	Iteration 26Q: 3 clusters Score -867691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -867695.187500 Penalty: 2900.340332
	Iteration 27Q: 3 clusters Score -867695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -867696.750000 Penalty: 2900.340332
	Iteration 28Q: 3 clusters Score -867696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -867696.312500 Penalty: 2900.340332
	Iteration 29Q: 3 clusters Score -867696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -867698.375000 Penalty: 2900.340332
	Iteration 30Q: 3 clusters Score -867698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -867699.437500 Penalty: 2900.340332
	Iteration 31Q: 3 clusters Score -867699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -867698.937500 Penalty: 2900.340332
	Iteration 32Q: 3 clusters Score -867698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -867700.250000 Penalty: 2900.340332
	Iteration 33Q: 3 clusters Score -867700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -867700.187500 Penalty: 2900.340332
	Iteration 34Q: 3 clusters Score -867700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -867702.500000 Penalty: 2900.340332
	Iteration 35Q: 3 clusters Score -867702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -867704.250000 Penalty: 2900.340332
	Iteration 36Q: 3 clusters Score -867704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -867711.625000 Penalty: 2900.340332
	Iteration 37Q: 3 clusters Score -867711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -867715.000000 Penalty: 2900.340332
	Iteration 38Q: 3 clusters Score -867715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -867715.937500 Penalty: 2900.340332
	Iteration 39Q: 3 clusters Score -867715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -867715.937500 Penalty: 2900.340332
	Iteration 40F: 3 clusters Score -867715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -219068.312500 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -219068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -216988.765625 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -216988.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -217735.562500 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -217735.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218224.234375 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -218224.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -218779.968750 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -218780 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -219282.875000 Penalty: 2487.231689
	Iteration 4F: 3 clusters Score -219282.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -219523.234375 Penalty: 2487.231689
	Iteration 5F: 3 clusters Score -219523.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -219606.453125 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -219606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -219632.968750 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -219633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -219648.062500 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -219648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -219651.093750 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -219651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -219655.765625 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -219655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -219655.765625 Penalty: 2487.231689
	Iteration 11F: 3 clusters Score -219655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 55748 members 
Mstep: Class 6 contains 161 members 
Mstep: Class 7 contains 72620 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 13 contains 75071 members 
Mstep: Class 14 contains 138780 members 
Mstep: Class 15 contains 7511 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 18 contains 87310 members 
Mstep: Class 19 contains 3627 members 
Entering Unmasked Estep 
Score: -64733724.000000 Penalty: 32370.763672
Splitting cluster 16 changes total score from -64734236.000000 to -64733724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (87310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Entering Unmasked Estep 
Score: -9756604.000000 Penalty: 1848.798218
	Iteration 0F: 2 clusters Score -9756604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -9698453.000000 Penalty: 3697.596436
	Iteration 0F: 3 clusters Score -9698453 nChanged 41392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -9722273.000000 Penalty: 3697.596436
	Iteration 1F: 3 clusters Score -9722273 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -9722923.000000 Penalty: 3697.596436
	Iteration 2Q: 3 clusters Score -9722923 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -9723479.000000 Penalty: 3697.596436
	Iteration 3Q: 3 clusters Score -9723479 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -9724057.000000 Penalty: 3697.596436
	Iteration 4Q: 3 clusters Score -9724057 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9724758.000000 Penalty: 3697.596436
	Iteration 5Q: 3 clusters Score -9724758 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -9725662.000000 Penalty: 3697.596436
	Iteration 6Q: 3 clusters Score -9725662 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -9726939.000000 Penalty: 3697.596436
	Iteration 7Q: 3 clusters Score -9726939 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -9728677.000000 Penalty: 3697.596436
	Iteration 8Q: 3 clusters Score -9728677 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9730842.000000 Penalty: 3697.596436
	Iteration 9Q: 3 clusters Score -9730842 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -9733224.000000 Penalty: 3697.596436
	Iteration 10F: 3 clusters Score -9733224 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -9735401.000000 Penalty: 3697.596436
	Iteration 11F: 3 clusters Score -9735401 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -9737225.000000 Penalty: 3697.596436
	Iteration 12Q: 3 clusters Score -9737225 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -9738835.000000 Penalty: 3697.596436
	Iteration 13Q: 3 clusters Score -9738835 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -9740242.000000 Penalty: 3697.596436
	Iteration 14Q: 3 clusters Score -9740242 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -9741447.000000 Penalty: 3697.596436
	Iteration 15Q: 3 clusters Score -9741447 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -9742599.000000 Penalty: 3697.596436
	Iteration 16Q: 3 clusters Score -9742599 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -9743537.000000 Penalty: 3697.596436
	Iteration 17Q: 3 clusters Score -9743537 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -9744521.000000 Penalty: 3697.596436
	Iteration 18Q: 3 clusters Score -9744521 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -9745433.000000 Penalty: 3697.596436
	Iteration 19Q: 3 clusters Score -9745433 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9746370.000000 Penalty: 3697.596436
	Iteration 20F: 3 clusters Score -9746370 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9747269.000000 Penalty: 3697.596436
	Iteration 21Q: 3 clusters Score -9747269 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -9748303.000000 Penalty: 3697.596436
	Iteration 22Q: 3 clusters Score -9748303 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -9749267.000000 Penalty: 3697.596436
	Iteration 23Q: 3 clusters Score -9749267 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -9750258.000000 Penalty: 3697.596436
	Iteration 24Q: 3 clusters Score -9750258 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -9751193.000000 Penalty: 3697.596436
	Iteration 25Q: 3 clusters Score -9751193 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -9752022.000000 Penalty: 3697.596436
	Iteration 26Q: 3 clusters Score -9752022 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -9752702.000000 Penalty: 3697.596436
	Iteration 27Q: 3 clusters Score -9752702 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -9753241.000000 Penalty: 3697.596436
	Iteration 28Q: 3 clusters Score -9753241 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -9753699.000000 Penalty: 3697.596436
	Iteration 29Q: 3 clusters Score -9753699 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -9754080.000000 Penalty: 3697.596436
	Iteration 30Q: 3 clusters Score -9754080 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -9754308.000000 Penalty: 3697.596436
	Iteration 31Q: 3 clusters Score -9754308 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -9754528.000000 Penalty: 3697.596436
	Iteration 32Q: 3 clusters Score -9754528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -9754644.000000 Penalty: 3697.596436
	Iteration 33Q: 3 clusters Score -9754644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -9754736.000000 Penalty: 3697.596436
	Iteration 34Q: 3 clusters Score -9754736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -9754783.000000 Penalty: 3697.596436
	Iteration 35Q: 3 clusters Score -9754783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -9754817.000000 Penalty: 3697.596436
	Iteration 36Q: 3 clusters Score -9754817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -9754869.000000 Penalty: 3697.596436
	Iteration 37Q: 3 clusters Score -9754869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -9754901.000000 Penalty: 3697.596436
	Iteration 38Q: 3 clusters Score -9754901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -9754923.000000 Penalty: 3697.596436
	Iteration 39Q: 3 clusters Score -9754923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -9754931.000000 Penalty: 3697.596436
	Iteration 40F: 3 clusters Score -9754931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -9754946.000000 Penalty: 3697.596436
	Iteration 41Q: 3 clusters Score -9754946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -9754951.000000 Penalty: 3697.596436
	Iteration 42Q: 3 clusters Score -9754951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -9754952.000000 Penalty: 3697.596436
	Iteration 43Q: 3 clusters Score -9754952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -9754951.000000 Penalty: 3697.596436
	Iteration 44Q: 3 clusters Score -9754951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -9754950.000000 Penalty: 3697.596436
	Iteration 45Q: 3 clusters Score -9754950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -9754961.000000 Penalty: 3697.596436
	Iteration 46Q: 3 clusters Score -9754961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -9754966.000000 Penalty: 3697.596436
	Iteration 47Q: 3 clusters Score -9754966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -9754959.000000 Penalty: 3697.596436
	Iteration 48Q: 3 clusters Score -9754959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -9754966.000000 Penalty: 3697.596436
	Iteration 49Q: 3 clusters Score -9754966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -9754969.000000 Penalty: 3697.596436
	Iteration 50Q: 3 clusters Score -9754969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -9754969.000000 Penalty: 3697.596436
	Iteration 51F: 3 clusters Score -9754969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Entering Unmasked Estep 
Score: -423242.718750 Penalty: 1331.876221
	Iteration 0F: 2 clusters Score -423242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -420096.750000 Penalty: 2663.752441
	Iteration 0F: 3 clusters Score -420096.8 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -420861.000000 Penalty: 2663.752441
	Iteration 1F: 3 clusters Score -420861 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -420988.125000 Penalty: 2663.752441
	Iteration 2F: 3 clusters Score -420988.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -421075.750000 Penalty: 2663.752441
	Iteration 3Q: 3 clusters Score -421075.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -421146.187500 Penalty: 2663.752441
	Iteration 4Q: 3 clusters Score -421146.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -421187.562500 Penalty: 2663.752441
	Iteration 5Q: 3 clusters Score -421187.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -421212.625000 Penalty: 2663.752441
	Iteration 6Q: 3 clusters Score -421212.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -421234.250000 Penalty: 2663.752441
	Iteration 7Q: 3 clusters Score -421234.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -421263.062500 Penalty: 2663.752441
	Iteration 8Q: 3 clusters Score -421263.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -421292.437500 Penalty: 2663.752441
	Iteration 9Q: 3 clusters Score -421292.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -421306.125000 Penalty: 2663.752441
	Iteration 10Q: 3 clusters Score -421306.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -421317.562500 Penalty: 2663.752441
	Iteration 11Q: 3 clusters Score -421317.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -421324.531250 Penalty: 2663.752441
	Iteration 12Q: 3 clusters Score -421324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -421335.406250 Penalty: 2663.752441
	Iteration 13Q: 3 clusters Score -421335.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -421344.625000 Penalty: 2663.752441
	Iteration 14Q: 3 clusters Score -421344.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -421356.687500 Penalty: 2663.752441
	Iteration 15Q: 3 clusters Score -421356.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -421370.562500 Penalty: 2663.752441
	Iteration 16Q: 3 clusters Score -421370.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -421386.093750 Penalty: 2663.752441
	Iteration 17Q: 3 clusters Score -421386.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -421397.812500 Penalty: 2663.752441
	Iteration 18Q: 3 clusters Score -421397.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -421411.125000 Penalty: 2663.752441
	Iteration 19Q: 3 clusters Score -421411.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -421425.281250 Penalty: 2663.752441
	Iteration 20F: 3 clusters Score -421425.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -421441.281250 Penalty: 2663.752441
	Iteration 21Q: 3 clusters Score -421441.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -421456.656250 Penalty: 2663.752441
	Iteration 22Q: 3 clusters Score -421456.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -421474.375000 Penalty: 2663.752441
	Iteration 23Q: 3 clusters Score -421474.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -421486.000000 Penalty: 2663.752441
	Iteration 24Q: 3 clusters Score -421486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -421500.000000 Penalty: 2663.752441
	Iteration 25Q: 3 clusters Score -421500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -421522.625000 Penalty: 2663.752441
	Iteration 26Q: 3 clusters Score -421522.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -421550.562500 Penalty: 2663.752441
	Iteration 27Q: 3 clusters Score -421550.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -421583.656250 Penalty: 2663.752441
	Iteration 28Q: 3 clusters Score -421583.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -421611.593750 Penalty: 2663.752441
	Iteration 29Q: 3 clusters Score -421611.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -421644.156250 Penalty: 2663.752441
	Iteration 30Q: 3 clusters Score -421644.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -421676.218750 Penalty: 2663.752441
	Iteration 31Q: 3 clusters Score -421676.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -421704.437500 Penalty: 2663.752441
	Iteration 32Q: 3 clusters Score -421704.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -421736.968750 Penalty: 2663.752441
	Iteration 33Q: 3 clusters Score -421737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -421770.562500 Penalty: 2663.752441
	Iteration 34Q: 3 clusters Score -421770.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -421810.875000 Penalty: 2663.752441
	Iteration 35Q: 3 clusters Score -421810.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -421843.187500 Penalty: 2663.752441
	Iteration 36Q: 3 clusters Score -421843.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -421872.187500 Penalty: 2663.752441
	Iteration 37Q: 3 clusters Score -421872.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -421895.281250 Penalty: 2663.752441
	Iteration 38Q: 3 clusters Score -421895.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -421914.656250 Penalty: 2663.752441
	Iteration 39Q: 3 clusters Score -421914.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -421935.656250 Penalty: 2663.752441
	Iteration 40F: 3 clusters Score -421935.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -421953.937500 Penalty: 2663.752441
	Iteration 41Q: 3 clusters Score -421953.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -421964.656250 Penalty: 2663.752441
	Iteration 42Q: 3 clusters Score -421964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -421969.125000 Penalty: 2663.752441
	Iteration 43Q: 3 clusters Score -421969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -421974.531250 Penalty: 2663.752441
	Iteration 44Q: 3 clusters Score -421974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -421984.531250 Penalty: 2663.752441
	Iteration 45Q: 3 clusters Score -421984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -421991.250000 Penalty: 2663.752441
	Iteration 46Q: 3 clusters Score -421991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -421997.218750 Penalty: 2663.752441
	Iteration 47Q: 3 clusters Score -421997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -422001.468750 Penalty: 2663.752441
	Iteration 48Q: 3 clusters Score -422001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -422006.062500 Penalty: 2663.752441
	Iteration 49Q: 3 clusters Score -422006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -422009.406250 Penalty: 2663.752441
	Iteration 50Q: 3 clusters Score -422009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -422015.125000 Penalty: 2663.752441
	Iteration 51Q: 3 clusters Score -422015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -422017.562500 Penalty: 2663.752441
	Iteration 52Q: 3 clusters Score -422017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -422021.031250 Penalty: 2663.752441
	Iteration 53Q: 3 clusters Score -422021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -422021.031250 Penalty: 2663.752441
	Iteration 54F: 3 clusters Score -422021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 55748 members 
Mstep: Class 7 contains 72620 members 
Mstep: Class 9 contains 4739 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 13 contains 75071 members 
Mstep: Class 14 contains 138780 members 
Mstep: Class 15 contains 7511 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 18 contains 87310 members 
Mstep: Class 19 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 15 clusters Score -6.47341e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 16220 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 55657 members 
Mstep: Class 7 contains 72621 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 105564 members 
Mstep: Class 13 contains 75598 members 
Mstep: Class 14 contains 138410 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 18 contains 87369 members 
Mstep: Class 19 contains 3679 members 
Entering Unmasked Estep 
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Iteration 40F: 15 clusters Score -6.473444e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7770 members 
Mstep: Class 3 contains 16224 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 55551 members 
Mstep: Class 7 contains 72616 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 105258 members 
Mstep: Class 13 contains 76060 members 
Mstep: Class 14 contains 138011 members 
Mstep: Class 15 contains 7565 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 18 contains 87411 members 
Mstep: Class 19 contains 3740 members 
Entering Unmasked Estep 
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Iteration 41Q: 15 clusters Score -6.473474e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7953 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 7 contains 72603 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 105012 members 
Mstep: Class 13 contains 76536 members 
Mstep: Class 14 contains 137601 members 
Mstep: Class 15 contains 7585 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 18 contains 87447 members 
Mstep: Class 19 contains 3786 members 
Entering Unmasked Estep 
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Iteration 42Q: 15 clusters Score -6.47348e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8143 members 
Mstep: Class 3 contains 16357 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 55312 members 
Mstep: Class 7 contains 72595 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 104847 members 
Mstep: Class 13 contains 76931 members 
Mstep: Class 14 contains 137148 members 
Mstep: Class 15 contains 7608 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 18 contains 87474 members 
Mstep: Class 19 contains 3858 members 
Entering Unmasked Estep 
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Iteration 43Q: 15 clusters Score -6.473487e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 4076 members 
Mstep: Class 5 contains 55184 members 
Mstep: Class 7 contains 72588 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 10 contains 104674 members 
Mstep: Class 13 contains 77296 members 
Mstep: Class 14 contains 136769 members 
Mstep: Class 15 contains 7631 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 18 contains 87506 members 
Mstep: Class 19 contains 3926 members 
Entering Unmasked Estep 
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Iteration 44Q: 15 clusters Score -6.47349e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 4062 members 
Mstep: Class 5 contains 55062 members 
Mstep: Class 7 contains 72576 members 
Mstep: Class 9 contains 4695 members 
Mstep: Class 10 contains 104553 members 
Mstep: Class 13 contains 77663 members 
Mstep: Class 14 contains 136387 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 18 contains 87543 members 
Mstep: Class 19 contains 3982 members 
Entering Unmasked Estep 
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Iteration 45Q: 15 clusters Score -6.473486e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 16458 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 54946 members 
Mstep: Class 7 contains 72572 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 104473 members 
Mstep: Class 13 contains 77979 members 
Mstep: Class 14 contains 135998 members 
Mstep: Class 15 contains 7682 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 18 contains 87586 members 
Mstep: Class 19 contains 4032 members 
Entering Unmasked Estep 
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Iteration 46Q: 15 clusters Score -6.473498e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8785 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 54832 members 
Mstep: Class 7 contains 72553 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 104391 members 
Mstep: Class 13 contains 78285 members 
Mstep: Class 14 contains 135682 members 
Mstep: Class 15 contains 7707 members 
Mstep: Class 16 contains 1807 members 
Mstep: Class 18 contains 87602 members 
Mstep: Class 19 contains 4082 members 
Entering Unmasked Estep 
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Iteration 47Q: 15 clusters Score -6.473495e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8911 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 54734 members 
Mstep: Class 7 contains 72527 members 
Mstep: Class 9 contains 4668 members 
Mstep: Class 10 contains 104317 members 
Mstep: Class 13 contains 78566 members 
Mstep: Class 14 contains 135421 members 
Mstep: Class 15 contains 7743 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 18 contains 87633 members 
Mstep: Class 19 contains 4110 members 
Entering Unmasked Estep 
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Iteration 48Q: 15 clusters Score -6.473496e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 16444 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 54643 members 
Mstep: Class 7 contains 72506 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 104241 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 135160 members 
Mstep: Class 15 contains 7775 members 
Mstep: Class 16 contains 1749 members 
Mstep: Class 18 contains 87672 members 
Mstep: Class 19 contains 4160 members 
Entering Unmasked Estep 
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Iteration 49Q: 15 clusters Score -6.473494e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 16441 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 54522 members 
Mstep: Class 7 contains 72485 members 
Mstep: Class 9 contains 4636 members 
Mstep: Class 10 contains 104151 members 
Mstep: Class 13 contains 79052 members 
Mstep: Class 14 contains 134929 members 
Mstep: Class 15 contains 7807 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 18 contains 87700 members 
Mstep: Class 19 contains 4196 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -6.473496e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 54390 members 
Mstep: Class 7 contains 72470 members 
Mstep: Class 9 contains 4628 members 
Mstep: Class 10 contains 104079 members 
Mstep: Class 13 contains 79307 members 
Mstep: Class 14 contains 134734 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 18 contains 87718 members 
Mstep: Class 19 contains 4225 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -6.473498e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9317 members 
Mstep: Class 3 contains 16451 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 54266 members 
Mstep: Class 7 contains 72464 members 
Mstep: Class 9 contains 4620 members 
Mstep: Class 10 contains 104014 members 
Mstep: Class 13 contains 79543 members 
Mstep: Class 14 contains 134518 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 18 contains 87740 members 
Mstep: Class 19 contains 4251 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -6.473495e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9405 members 
Mstep: Class 3 contains 16460 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 54156 members 
Mstep: Class 7 contains 72450 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 103955 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 134337 members 
Mstep: Class 15 contains 7887 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 18 contains 87758 members 
Mstep: Class 19 contains 4267 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -6.473513e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9504 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 54052 members 
Mstep: Class 7 contains 72435 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 103903 members 
Mstep: Class 13 contains 79928 members 
Mstep: Class 14 contains 134151 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 18 contains 87774 members 
Mstep: Class 19 contains 4294 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -6.473506e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 53942 members 
Mstep: Class 7 contains 72422 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 103833 members 
Mstep: Class 13 contains 80108 members 
Mstep: Class 14 contains 133981 members 
Mstep: Class 15 contains 7953 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 18 contains 87783 members 
Mstep: Class 19 contains 4323 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -6.473508e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9721 members 
Mstep: Class 3 contains 16426 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 53837 members 
Mstep: Class 7 contains 72414 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 103783 members 
Mstep: Class 13 contains 80286 members 
Mstep: Class 14 contains 133833 members 
Mstep: Class 15 contains 7975 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 18 contains 87799 members 
Mstep: Class 19 contains 4342 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -6.473506e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 53732 members 
Mstep: Class 7 contains 72405 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 103741 members 
Mstep: Class 13 contains 80446 members 
Mstep: Class 14 contains 133719 members 
Mstep: Class 15 contains 7988 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 18 contains 87821 members 
Mstep: Class 19 contains 4356 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -6.47351e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 16381 members 
Mstep: Class 4 contains 3963 members 
Mstep: Class 5 contains 53610 members 
Mstep: Class 7 contains 72397 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 103700 members 
Mstep: Class 13 contains 80617 members 
Mstep: Class 14 contains 133640 members 
Mstep: Class 15 contains 8003 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 18 contains 87850 members 
Mstep: Class 19 contains 4372 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -6.473518e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 16349 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 53498 members 
Mstep: Class 7 contains 72386 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 103661 members 
Mstep: Class 13 contains 80798 members 
Mstep: Class 14 contains 133523 members 
Mstep: Class 15 contains 8021 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 18 contains 87882 members 
Mstep: Class 19 contains 4404 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -6.473515e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10033 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 53380 members 
Mstep: Class 7 contains 72375 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 103650 members 
Mstep: Class 13 contains 80987 members 
Mstep: Class 14 contains 133395 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 18 contains 87908 members 
Mstep: Class 19 contains 4443 members 
Entering Unmasked Estep 
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Iteration 60F: 15 clusters Score -6.473524e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10088 members 
Mstep: Class 3 contains 16262 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 53286 members 
Mstep: Class 7 contains 72365 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 103645 members 
Mstep: Class 13 contains 81165 members 
Mstep: Class 14 contains 133253 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 18 contains 87934 members 
Mstep: Class 19 contains 4485 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -6.473533e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10154 members 
Mstep: Class 3 contains 16266 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 53180 members 
Mstep: Class 7 contains 72364 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 103650 members 
Mstep: Class 13 contains 81330 members 
Mstep: Class 14 contains 133114 members 
Mstep: Class 15 contains 8104 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 18 contains 87952 members 
Mstep: Class 19 contains 4517 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -6.473547e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 16266 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 53116 members 
Mstep: Class 7 contains 72355 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 103666 members 
Mstep: Class 13 contains 81485 members 
Mstep: Class 14 contains 132956 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 18 contains 87971 members 
Mstep: Class 19 contains 4557 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -6.47356e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 53052 members 
Mstep: Class 7 contains 72348 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 103682 members 
Mstep: Class 13 contains 81650 members 
Mstep: Class 14 contains 132798 members 
Mstep: Class 15 contains 8174 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 18 contains 87999 members 
Mstep: Class 19 contains 4596 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -6.473578e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 16194 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 52971 members 
Mstep: Class 7 contains 72340 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 103716 members 
Mstep: Class 13 contains 81808 members 
Mstep: Class 14 contains 132649 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 18 contains 88032 members 
Mstep: Class 19 contains 4627 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -6.473579e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10407 members 
Mstep: Class 3 contains 16161 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 52872 members 
Mstep: Class 7 contains 72336 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 103750 members 
Mstep: Class 13 contains 81948 members 
Mstep: Class 14 contains 132536 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 1098 members 
Mstep: Class 18 contains 88071 members 
Mstep: Class 19 contains 4664 members 
Entering Unmasked Estep 
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Iteration 66Q: 15 clusters Score -6.473584e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 16123 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 52768 members 
Mstep: Class 7 contains 72338 members 
Mstep: Class 9 contains 4620 members 
Mstep: Class 10 contains 103790 members 
Mstep: Class 13 contains 82106 members 
Mstep: Class 14 contains 132380 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 18 contains 88105 members 
Mstep: Class 19 contains 4706 members 
Entering Unmasked Estep 
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Iteration 67Q: 15 clusters Score -6.4736e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10539 members 
Mstep: Class 3 contains 16071 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 52692 members 
Mstep: Class 7 contains 72334 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 103810 members 
Mstep: Class 13 contains 82238 members 
Mstep: Class 14 contains 132267 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 982 members 
Mstep: Class 18 contains 88130 members 
Mstep: Class 19 contains 4740 members 
Entering Unmasked Estep 
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Iteration 68Q: 15 clusters Score -6.47362e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 16009 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 52640 members 
Mstep: Class 7 contains 72326 members 
Mstep: Class 9 contains 4617 members 
Mstep: Class 10 contains 103823 members 
Mstep: Class 13 contains 82357 members 
Mstep: Class 14 contains 132179 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 18 contains 88159 members 
Mstep: Class 19 contains 4778 members 
Entering Unmasked Estep 
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Iteration 69Q: 15 clusters Score -6.473624e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10633 members 
Mstep: Class 3 contains 15912 members 
Mstep: Class 4 contains 3753 members 
Mstep: Class 5 contains 52576 members 
Mstep: Class 7 contains 72325 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 103841 members 
Mstep: Class 13 contains 82509 members 
Mstep: Class 14 contains 132109 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 887 members 
Mstep: Class 18 contains 88176 members 
Mstep: Class 19 contains 4816 members 
Entering Unmasked Estep 
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Iteration 70Q: 15 clusters Score -6.473634e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 15796 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 52515 members 
Mstep: Class 7 contains 72317 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 103864 members 
Mstep: Class 13 contains 82654 members 
Mstep: Class 14 contains 132077 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 18 contains 88204 members 
Mstep: Class 19 contains 4848 members 
Entering Unmasked Estep 
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Iteration 71Q: 15 clusters Score -6.473634e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 52452 members 
Mstep: Class 7 contains 72311 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 103898 members 
Mstep: Class 13 contains 82791 members 
Mstep: Class 14 contains 132060 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 18 contains 88238 members 
Mstep: Class 19 contains 4878 members 
Entering Unmasked Estep 
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Iteration 72Q: 15 clusters Score -6.473645e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 15523 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 52381 members 
Mstep: Class 7 contains 72304 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 103923 members 
Mstep: Class 13 contains 82939 members 
Mstep: Class 14 contains 132038 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 18 contains 88281 members 
Mstep: Class 19 contains 4906 members 
Entering Unmasked Estep 
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Iteration 73Q: 15 clusters Score -6.473643e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 15377 members 
Mstep: Class 4 contains 3680 members 
Mstep: Class 5 contains 52285 members 
Mstep: Class 7 contains 72294 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 103941 members 
Mstep: Class 13 contains 83111 members 
Mstep: Class 14 contains 132007 members 
Mstep: Class 15 contains 8418 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 18 contains 88314 members 
Mstep: Class 19 contains 4935 members 
Entering Unmasked Estep 
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Iteration 74Q: 15 clusters Score -6.473633e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10778 members 
Mstep: Class 3 contains 15239 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 52155 members 
Mstep: Class 7 contains 72285 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 103967 members 
Mstep: Class 13 contains 83285 members 
Mstep: Class 14 contains 132011 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 18 contains 88335 members 
Mstep: Class 19 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736536.000000 Penalty: 30212.712891
Iteration 75Q: 15 clusters Score -6.473654e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10800 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 52055 members 
Mstep: Class 7 contains 72270 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 103960 members 
Mstep: Class 13 contains 83441 members 
Mstep: Class 14 contains 132047 members 
Mstep: Class 15 contains 8452 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 18 contains 88364 members 
Mstep: Class 19 contains 4977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736532.000000 Penalty: 30212.712891
Iteration 76Q: 15 clusters Score -6.473653e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10823 members 
Mstep: Class 3 contains 14975 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 51928 members 
Mstep: Class 7 contains 72264 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 103958 members 
Mstep: Class 13 contains 83612 members 
Mstep: Class 14 contains 132070 members 
Mstep: Class 15 contains 8480 members 
Mstep: Class 16 contains 700 members 
Mstep: Class 18 contains 88383 members 
Mstep: Class 19 contains 4996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736532.000000 Penalty: 30212.712891
Iteration 77Q: 15 clusters Score -6.473653e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 14829 members 
Mstep: Class 4 contains 3591 members 
Mstep: Class 5 contains 51816 members 
Mstep: Class 7 contains 72250 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 103976 members 
Mstep: Class 13 contains 83799 members 
Mstep: Class 14 contains 132076 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 18 contains 88402 members 
Mstep: Class 19 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736504.000000 Penalty: 30212.712891
Iteration 78Q: 15 clusters Score -6.47365e+07 nChanged 785
Entering ConstructFrom: 
Score: -64736504.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -582898.625000 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -582898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -578841.375000 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -578841.4 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -579960.250000 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -579960.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -580152.187500 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -580152.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -580281.250000 Penalty: 2772.478027
	Iteration 3F: 3 clusters Score -580281.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -580350.125000 Penalty: 2772.478027
	Iteration 4Q: 3 clusters Score -580350.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -580411.750000 Penalty: 2772.478027
	Iteration 5Q: 3 clusters Score -580411.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -580459.375000 Penalty: 2772.478027
	Iteration 6Q: 3 clusters Score -580459.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -580496.312500 Penalty: 2772.478027
	Iteration 7Q: 3 clusters Score -580496.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -580537.562500 Penalty: 2772.478027
	Iteration 8Q: 3 clusters Score -580537.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -580584.250000 Penalty: 2772.478027
	Iteration 9Q: 3 clusters Score -580584.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -580638.312500 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -580638.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -580700.562500 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -580700.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -580782.500000 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -580782.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -580886.250000 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -580886.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -581010.687500 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -581010.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -581151.062500 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -581151.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -581274.312500 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -581274.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -581395.875000 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -581395.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -581484.687500 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -581484.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -581552.000000 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -581552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -581595.500000 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -581595.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -581633.000000 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -581633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -581650.937500 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -581650.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -581676.937500 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -581676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -581699.000000 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -581699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -581715.500000 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -581715.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -581728.312500 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -581728.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -581733.500000 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -581733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -581740.500000 Penalty: 2772.478027
	Iteration 28Q: 3 clusters Score -581740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -581742.750000 Penalty: 2772.478027
	Iteration 29Q: 3 clusters Score -581742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -581747.875000 Penalty: 2772.478027
	Iteration 30Q: 3 clusters Score -581747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -581749.312500 Penalty: 2772.478027
	Iteration 31Q: 3 clusters Score -581749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -581751.937500 Penalty: 2772.478027
	Iteration 32Q: 3 clusters Score -581751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -581754.125000 Penalty: 2772.478027
	Iteration 33Q: 3 clusters Score -581754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -581754.125000 Penalty: 2772.478027
	Iteration 34F: 3 clusters Score -581754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Entering Unmasked Estep 
Score: -1241755.375000 Penalty: 1510.101685
	Iteration 0F: 2 clusters Score -1241755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1234100.250000 Penalty: 3020.203369
	Iteration 0F: 3 clusters Score -1234100 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1236515.875000 Penalty: 3020.203369
	Iteration 1F: 3 clusters Score -1236516 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1236752.625000 Penalty: 3020.203369
	Iteration 2F: 3 clusters Score -1236753 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1236962.375000 Penalty: 3020.203369
	Iteration 3Q: 3 clusters Score -1236962 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1237139.625000 Penalty: 3020.203369
	Iteration 4Q: 3 clusters Score -1237140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1237304.500000 Penalty: 3020.203369
	Iteration 5Q: 3 clusters Score -1237304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1237464.000000 Penalty: 3020.203369
	Iteration 6Q: 3 clusters Score -1237464 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1237680.750000 Penalty: 3020.203369
	Iteration 7Q: 3 clusters Score -1237681 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1237911.000000 Penalty: 3020.203369
	Iteration 8Q: 3 clusters Score -1237911 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1238215.500000 Penalty: 3020.203369
	Iteration 9Q: 3 clusters Score -1238216 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1238538.375000 Penalty: 3020.203369
	Iteration 10Q: 3 clusters Score -1238538 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1238902.875000 Penalty: 3020.203369
	Iteration 11Q: 3 clusters Score -1238903 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1239250.625000 Penalty: 3020.203369
	Iteration 12Q: 3 clusters Score -1239251 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1239464.250000 Penalty: 3020.203369
	Iteration 13Q: 3 clusters Score -1239464 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1239580.500000 Penalty: 3020.203369
	Iteration 14Q: 3 clusters Score -1239580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1239654.375000 Penalty: 3020.203369
	Iteration 15Q: 3 clusters Score -1239654 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1239708.125000 Penalty: 3020.203369
	Iteration 16Q: 3 clusters Score -1239708 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1239767.250000 Penalty: 3020.203369
	Iteration 17Q: 3 clusters Score -1239767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1239828.500000 Penalty: 3020.203369
	Iteration 18Q: 3 clusters Score -1239828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1239879.250000 Penalty: 3020.203369
	Iteration 19Q: 3 clusters Score -1239879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1239913.875000 Penalty: 3020.203369
	Iteration 20F: 3 clusters Score -1239914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1239950.750000 Penalty: 3020.203369
	Iteration 21Q: 3 clusters Score -1239951 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1239978.250000 Penalty: 3020.203369
	Iteration 22Q: 3 clusters Score -1239978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1240007.250000 Penalty: 3020.203369
	Iteration 23Q: 3 clusters Score -1240007 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1240042.875000 Penalty: 3020.203369
	Iteration 24Q: 3 clusters Score -1240043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1240065.750000 Penalty: 3020.203369
	Iteration 25Q: 3 clusters Score -1240066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1240082.500000 Penalty: 3020.203369
	Iteration 26Q: 3 clusters Score -1240082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1240103.750000 Penalty: 3020.203369
	Iteration 27Q: 3 clusters Score -1240104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1240118.000000 Penalty: 3020.203369
	Iteration 28Q: 3 clusters Score -1240118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1240143.125000 Penalty: 3020.203369
	Iteration 29Q: 3 clusters Score -1240143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1240168.875000 Penalty: 3020.203369
	Iteration 30Q: 3 clusters Score -1240169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1240184.125000 Penalty: 3020.203369
	Iteration 31Q: 3 clusters Score -1240184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1240198.125000 Penalty: 3020.203369
	Iteration 32Q: 3 clusters Score -1240198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1240208.000000 Penalty: 3020.203369
	Iteration 33Q: 3 clusters Score -1240208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1240223.250000 Penalty: 3020.203369
	Iteration 34Q: 3 clusters Score -1240223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1240235.875000 Penalty: 3020.203369
	Iteration 35Q: 3 clusters Score -1240236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1240246.250000 Penalty: 3020.203369
	Iteration 36Q: 3 clusters Score -1240246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1240255.125000 Penalty: 3020.203369
	Iteration 37Q: 3 clusters Score -1240255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1240260.125000 Penalty: 3020.203369
	Iteration 38Q: 3 clusters Score -1240260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1240265.875000 Penalty: 3020.203369
	Iteration 39Q: 3 clusters Score -1240266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1240276.125000 Penalty: 3020.203369
	Iteration 40F: 3 clusters Score -1240276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1240289.375000 Penalty: 3020.203369
	Iteration 41Q: 3 clusters Score -1240289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1240299.625000 Penalty: 3020.203369
	Iteration 42Q: 3 clusters Score -1240300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1240309.375000 Penalty: 3020.203369
	Iteration 43Q: 3 clusters Score -1240309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1240316.875000 Penalty: 3020.203369
	Iteration 44Q: 3 clusters Score -1240317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1240329.625000 Penalty: 3020.203369
	Iteration 45Q: 3 clusters Score -1240330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1240341.625000 Penalty: 3020.203369
	Iteration 46Q: 3 clusters Score -1240342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1240350.875000 Penalty: 3020.203369
	Iteration 47Q: 3 clusters Score -1240351 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1240363.625000 Penalty: 3020.203369
	Iteration 48Q: 3 clusters Score -1240364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1240380.375000 Penalty: 3020.203369
	Iteration 49Q: 3 clusters Score -1240380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1240396.125000 Penalty: 3020.203369
	Iteration 50Q: 3 clusters Score -1240396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1240408.125000 Penalty: 3020.203369
	Iteration 51Q: 3 clusters Score -1240408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1240421.875000 Penalty: 3020.203369
	Iteration 52Q: 3 clusters Score -1240422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1240433.125000 Penalty: 3020.203369
	Iteration 53Q: 3 clusters Score -1240433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1240444.875000 Penalty: 3020.203369
	Iteration 54Q: 3 clusters Score -1240445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1240456.000000 Penalty: 3020.203369
	Iteration 55Q: 3 clusters Score -1240456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1240468.500000 Penalty: 3020.203369
	Iteration 56Q: 3 clusters Score -1240468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1240475.000000 Penalty: 3020.203369
	Iteration 57Q: 3 clusters Score -1240475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1240483.500000 Penalty: 3020.203369
	Iteration 58Q: 3 clusters Score -1240484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1240491.875000 Penalty: 3020.203369
	Iteration 59Q: 3 clusters Score -1240492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1240498.500000 Penalty: 3020.203369
	Iteration 60F: 3 clusters Score -1240498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1240503.750000 Penalty: 3020.203369
	Iteration 61Q: 3 clusters Score -1240504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1240512.250000 Penalty: 3020.203369
	Iteration 62Q: 3 clusters Score -1240512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1240518.500000 Penalty: 3020.203369
	Iteration 63Q: 3 clusters Score -1240518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1240526.500000 Penalty: 3020.203369
	Iteration 64Q: 3 clusters Score -1240526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1240533.875000 Penalty: 3020.203369
	Iteration 65Q: 3 clusters Score -1240534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1240535.625000 Penalty: 3020.203369
	Iteration 66Q: 3 clusters Score -1240536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1240536.625000 Penalty: 3020.203369
	Iteration 67Q: 3 clusters Score -1240537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1240539.125000 Penalty: 3020.203369
	Iteration 68Q: 3 clusters Score -1240539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1240538.750000 Penalty: 3020.203369
	Iteration 69Q: 3 clusters Score -1240539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1240539.000000 Penalty: 3020.203369
	Iteration 70Q: 3 clusters Score -1240539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1240539.625000 Penalty: 3020.203369
	Iteration 71Q: 3 clusters Score -1240540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1240540.750000 Penalty: 3020.203369
	Iteration 72Q: 3 clusters Score -1240541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1240542.750000 Penalty: 3020.203369
	Iteration 73Q: 3 clusters Score -1240543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1240541.375000 Penalty: 3020.203369
	Iteration 74Q: 3 clusters Score -1240541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1240547.750000 Penalty: 3020.203369
	Iteration 75Q: 3 clusters Score -1240548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1240547.875000 Penalty: 3020.203369
	Iteration 76Q: 3 clusters Score -1240548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1240551.500000 Penalty: 3020.203369
	Iteration 77Q: 3 clusters Score -1240552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1240556.750000 Penalty: 3020.203369
	Iteration 78Q: 3 clusters Score -1240557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1240561.875000 Penalty: 3020.203369
	Iteration 79Q: 3 clusters Score -1240562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1240563.500000 Penalty: 3020.203369
	Iteration 80F: 3 clusters Score -1240564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1240567.375000 Penalty: 3020.203369
	Iteration 81Q: 3 clusters Score -1240567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1240574.125000 Penalty: 3020.203369
	Iteration 82Q: 3 clusters Score -1240574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1240575.500000 Penalty: 3020.203369
	Iteration 83Q: 3 clusters Score -1240576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1240576.625000 Penalty: 3020.203369
	Iteration 84Q: 3 clusters Score -1240577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1240583.750000 Penalty: 3020.203369
	Iteration 85Q: 3 clusters Score -1240584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1240584.750000 Penalty: 3020.203369
	Iteration 86Q: 3 clusters Score -1240585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1240585.625000 Penalty: 3020.203369
	Iteration 87Q: 3 clusters Score -1240586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1240586.750000 Penalty: 3020.203369
	Iteration 88Q: 3 clusters Score -1240587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1240588.750000 Penalty: 3020.203369
	Iteration 89Q: 3 clusters Score -1240589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1240589.500000 Penalty: 3020.203369
	Iteration 90Q: 3 clusters Score -1240590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1240588.875000 Penalty: 3020.203369
	Iteration 91Q: 3 clusters Score -1240589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1240589.875000 Penalty: 3020.203369
	Iteration 92Q: 3 clusters Score -1240590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1240589.125000 Penalty: 3020.203369
	Iteration 93Q: 3 clusters Score -1240589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1240590.500000 Penalty: 3020.203369
	Iteration 94Q: 3 clusters Score -1240590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1240591.250000 Penalty: 3020.203369
	Iteration 95Q: 3 clusters Score -1240591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1240593.500000 Penalty: 3020.203369
	Iteration 96Q: 3 clusters Score -1240594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1240592.250000 Penalty: 3020.203369
	Iteration 97Q: 3 clusters Score -1240592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1240591.625000 Penalty: 3020.203369
	Iteration 98Q: 3 clusters Score -1240592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1240594.125000 Penalty: 3020.203369
	Iteration 99Q: 3 clusters Score -1240594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1240592.875000 Penalty: 3020.203369
	Iteration 100F: 3 clusters Score -1240593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1240594.875000 Penalty: 3020.203369
	Iteration 101Q: 3 clusters Score -1240595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1240594.750000 Penalty: 3020.203369
	Iteration 102Q: 3 clusters Score -1240595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1240597.875000 Penalty: 3020.203369
	Iteration 103Q: 3 clusters Score -1240598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1240596.500000 Penalty: 3020.203369
	Iteration 104Q: 3 clusters Score -1240596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1240595.375000 Penalty: 3020.203369
	Iteration 105Q: 3 clusters Score -1240595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1240597.250000 Penalty: 3020.203369
	Iteration 106Q: 3 clusters Score -1240597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1240597.125000 Penalty: 3020.203369
	Iteration 107Q: 3 clusters Score -1240597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1240598.250000 Penalty: 3020.203369
	Iteration 108Q: 3 clusters Score -1240598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1240598.875000 Penalty: 3020.203369
	Iteration 109Q: 3 clusters Score -1240599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1240599.875000 Penalty: 3020.203369
	Iteration 110Q: 3 clusters Score -1240600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1240604.375000 Penalty: 3020.203369
	Iteration 111Q: 3 clusters Score -1240604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1240603.875000 Penalty: 3020.203369
	Iteration 112Q: 3 clusters Score -1240604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1240605.125000 Penalty: 3020.203369
	Iteration 113Q: 3 clusters Score -1240605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1240608.875000 Penalty: 3020.203369
	Iteration 114Q: 3 clusters Score -1240609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1240612.625000 Penalty: 3020.203369
	Iteration 115Q: 3 clusters Score -1240613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1240619.375000 Penalty: 3020.203369
	Iteration 116Q: 3 clusters Score -1240619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1240621.500000 Penalty: 3020.203369
	Iteration 117Q: 3 clusters Score -1240622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1240627.000000 Penalty: 3020.203369
	Iteration 118Q: 3 clusters Score -1240627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1240632.875000 Penalty: 3020.203369
	Iteration 119Q: 3 clusters Score -1240633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1240635.125000 Penalty: 3020.203369
	Iteration 120F: 3 clusters Score -1240635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1240638.000000 Penalty: 3020.203369
	Iteration 121Q: 3 clusters Score -1240638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1240639.500000 Penalty: 3020.203369
	Iteration 122Q: 3 clusters Score -1240640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1240639.625000 Penalty: 3020.203369
	Iteration 123Q: 3 clusters Score -1240640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1240640.375000 Penalty: 3020.203369
	Iteration 124Q: 3 clusters Score -1240640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1240641.875000 Penalty: 3020.203369
	Iteration 125Q: 3 clusters Score -1240642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1240640.750000 Penalty: 3020.203369
	Iteration 126Q: 3 clusters Score -1240641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1240640.875000 Penalty: 3020.203369
	Iteration 127Q: 3 clusters Score -1240641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1240640.875000 Penalty: 3020.203369
	Iteration 128F: 3 clusters Score -1240641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14676 members 
Entering Unmasked Estep 
Score: -1598239.375000 Penalty: 1559.019897
	Iteration 0F: 2 clusters Score -1598239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1587995.375000 Penalty: 3118.039795
	Iteration 0F: 3 clusters Score -1587995 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1591671.125000 Penalty: 3118.039795
	Iteration 1F: 3 clusters Score -1591671 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1591986 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1592382.125000 Penalty: 3118.039795
	Iteration 3Q: 3 clusters Score -1592382 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1592936.375000 Penalty: 3118.039795
	Iteration 4Q: 3 clusters Score -1592936 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1593665.625000 Penalty: 3118.039795
	Iteration 5F: 3 clusters Score -1593666 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1594478.875000 Penalty: 3118.039795
	Iteration 6F: 3 clusters Score -1594479 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1595257.125000 Penalty: 3118.039795
	Iteration 7F: 3 clusters Score -1595257 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1595885.375000 Penalty: 3118.039795
	Iteration 8F: 3 clusters Score -1595885 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1596373.250000 Penalty: 3118.039795
	Iteration 9F: 3 clusters Score -1596373 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1596766.750000 Penalty: 3118.039795
	Iteration 10Q: 3 clusters Score -1596767 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1597056.125000 Penalty: 3118.039795
	Iteration 11Q: 3 clusters Score -1597056 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1597249.125000 Penalty: 3118.039795
	Iteration 12Q: 3 clusters Score -1597249 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1597368.750000 Penalty: 3118.039795
	Iteration 13Q: 3 clusters Score -1597369 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1597462.875000 Penalty: 3118.039795
	Iteration 14Q: 3 clusters Score -1597463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1597529.625000 Penalty: 3118.039795
	Iteration 15Q: 3 clusters Score -1597530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1597567.625000 Penalty: 3118.039795
	Iteration 16Q: 3 clusters Score -1597568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1597594.125000 Penalty: 3118.039795
	Iteration 17Q: 3 clusters Score -1597594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1597623.500000 Penalty: 3118.039795
	Iteration 18Q: 3 clusters Score -1597624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1597642.125000 Penalty: 3118.039795
	Iteration 19Q: 3 clusters Score -1597642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1597662.625000 Penalty: 3118.039795
	Iteration 20F: 3 clusters Score -1597663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1597680.875000 Penalty: 3118.039795
	Iteration 21Q: 3 clusters Score -1597681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1597688.750000 Penalty: 3118.039795
	Iteration 22Q: 3 clusters Score -1597689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1597709.875000 Penalty: 3118.039795
	Iteration 23Q: 3 clusters Score -1597710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1597741.625000 Penalty: 3118.039795
	Iteration 24Q: 3 clusters Score -1597742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1597753.000000 Penalty: 3118.039795
	Iteration 25Q: 3 clusters Score -1597753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1597769.875000 Penalty: 3118.039795
	Iteration 26Q: 3 clusters Score -1597770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1597789.625000 Penalty: 3118.039795
	Iteration 27Q: 3 clusters Score -1597790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1597811.375000 Penalty: 3118.039795
	Iteration 28Q: 3 clusters Score -1597811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1597833.250000 Penalty: 3118.039795
	Iteration 29Q: 3 clusters Score -1597833 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1597871.125000 Penalty: 3118.039795
	Iteration 30Q: 3 clusters Score -1597871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1597907.625000 Penalty: 3118.039795
	Iteration 31Q: 3 clusters Score -1597908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1597932.625000 Penalty: 3118.039795
	Iteration 32Q: 3 clusters Score -1597933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1597945.250000 Penalty: 3118.039795
	Iteration 33Q: 3 clusters Score -1597945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1597959.750000 Penalty: 3118.039795
	Iteration 34Q: 3 clusters Score -1597960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1597972.125000 Penalty: 3118.039795
	Iteration 35Q: 3 clusters Score -1597972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1597983.375000 Penalty: 3118.039795
	Iteration 36Q: 3 clusters Score -1597983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1597993.750000 Penalty: 3118.039795
	Iteration 37Q: 3 clusters Score -1597994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1597998.875000 Penalty: 3118.039795
	Iteration 38Q: 3 clusters Score -1597999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1598003.500000 Penalty: 3118.039795
	Iteration 39Q: 3 clusters Score -1598004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1598007.875000 Penalty: 3118.039795
	Iteration 40F: 3 clusters Score -1598008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1598010.500000 Penalty: 3118.039795
	Iteration 41Q: 3 clusters Score -1598010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1598012.500000 Penalty: 3118.039795
	Iteration 42Q: 3 clusters Score -1598012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1598015.500000 Penalty: 3118.039795
	Iteration 43Q: 3 clusters Score -1598016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1598012.750000 Penalty: 3118.039795
	Iteration 44Q: 3 clusters Score -1598013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1598016.375000 Penalty: 3118.039795
	Iteration 45Q: 3 clusters Score -1598016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1598015.375000 Penalty: 3118.039795
	Iteration 46Q: 3 clusters Score -1598015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1598017.750000 Penalty: 3118.039795
	Iteration 47Q: 3 clusters Score -1598018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1598017.250000 Penalty: 3118.039795
	Iteration 48Q: 3 clusters Score -1598017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1598024.500000 Penalty: 3118.039795
	Iteration 49Q: 3 clusters Score -1598024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1598030.250000 Penalty: 3118.039795
	Iteration 50Q: 3 clusters Score -1598030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1598038.250000 Penalty: 3118.039795
	Iteration 51Q: 3 clusters Score -1598038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1598036.000000 Penalty: 3118.039795
	Iteration 52Q: 3 clusters Score -1598036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1598036.125000 Penalty: 3118.039795
	Iteration 53Q: 3 clusters Score -1598036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1598042.500000 Penalty: 3118.039795
	Iteration 54Q: 3 clusters Score -1598042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1598043.375000 Penalty: 3118.039795
	Iteration 55Q: 3 clusters Score -1598043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1598046.125000 Penalty: 3118.039795
	Iteration 56Q: 3 clusters Score -1598046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1598049.875000 Penalty: 3118.039795
	Iteration 57Q: 3 clusters Score -1598050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1598049.875000 Penalty: 3118.039795
	Iteration 58Q: 3 clusters Score -1598050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1598050.625000 Penalty: 3118.039795
	Iteration 59Q: 3 clusters Score -1598051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1598052.250000 Penalty: 3118.039795
	Iteration 60F: 3 clusters Score -1598052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1598050.750000 Penalty: 3118.039795
	Iteration 61Q: 3 clusters Score -1598051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1598053.250000 Penalty: 3118.039795
	Iteration 62Q: 3 clusters Score -1598053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1598053.625000 Penalty: 3118.039795
	Iteration 63Q: 3 clusters Score -1598054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1598056.250000 Penalty: 3118.039795
	Iteration 64Q: 3 clusters Score -1598056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1598056.375000 Penalty: 3118.039795
	Iteration 65Q: 3 clusters Score -1598056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1598056.375000 Penalty: 3118.039795
	Iteration 66Q: 3 clusters Score -1598056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1598056.250000 Penalty: 3118.039795
	Iteration 67Q: 3 clusters Score -1598056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1598055.625000 Penalty: 3118.039795
	Iteration 68Q: 3 clusters Score -1598056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1598055.500000 Penalty: 3118.039795
	Iteration 69Q: 3 clusters Score -1598056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1598055.625000 Penalty: 3118.039795
	Iteration 70Q: 3 clusters Score -1598056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1598057.250000 Penalty: 3118.039795
	Iteration 71Q: 3 clusters Score -1598057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1598053.500000 Penalty: 3118.039795
	Iteration 72Q: 3 clusters Score -1598054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1598057.000000 Penalty: 3118.039795
	Iteration 73Q: 3 clusters Score -1598057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1598056.875000 Penalty: 3118.039795
	Iteration 74Q: 3 clusters Score -1598057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1598056.875000 Penalty: 3118.039795
	Iteration 75F: 3 clusters Score -1598057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -371279.562500 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -371279.6 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 1773 members 
Entering Unmasked Estep 
Score: -368266.843750 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -368266.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -369097.125000 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -369097.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369306.062500 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -369306.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -369454.218750 Penalty: 2658.422363
	Iteration 3F: 3 clusters Score -369454.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -369576.062500 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -369576.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -369707.031250 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -369707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -369845.656250 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -369845.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -370000.843750 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -370000.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -370150.625000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -370150.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -370342.968750 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -370343 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -370537.593750 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -370537.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -370686.781250 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -370686.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -370771.781250 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -370771.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370827.312500 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -370827.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -370866.125000 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -370866.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -370904.093750 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -370904.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -370929.718750 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -370929.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -370944.812500 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -370944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -370953.656250 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -370953.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370957.437500 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -370957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370959.718750 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -370959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -370960.093750 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -370960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -370966.031250 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -370966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -370970.937500 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -370970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -370976.625000 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -370976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -370986.468750 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -370986.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -370996.000000 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -370996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -371000.625000 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -371000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -371005.906250 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -371005.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -371014.812500 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -371014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -371020.437500 Penalty: 2658.422363
	Iteration 30Q: 3 clusters Score -371020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -371029.250000 Penalty: 2658.422363
	Iteration 31Q: 3 clusters Score -371029.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -371039.218750 Penalty: 2658.422363
	Iteration 32Q: 3 clusters Score -371039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -371046.343750 Penalty: 2658.422363
	Iteration 33Q: 3 clusters Score -371046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -371048.468750 Penalty: 2658.422363
	Iteration 34Q: 3 clusters Score -371048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -371051.656250 Penalty: 2658.422363
	Iteration 35Q: 3 clusters Score -371051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -371055.812500 Penalty: 2658.422363
	Iteration 36Q: 3 clusters Score -371055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -371062.562500 Penalty: 2658.422363
	Iteration 37Q: 3 clusters Score -371062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371073.437500 Penalty: 2658.422363
	Iteration 38Q: 3 clusters Score -371073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -371081.156250 Penalty: 2658.422363
	Iteration 39Q: 3 clusters Score -371081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -371086.875000 Penalty: 2658.422363
	Iteration 40F: 3 clusters Score -371086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -371092.937500 Penalty: 2658.422363
	Iteration 41Q: 3 clusters Score -371092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -371101.031250 Penalty: 2658.422363
	Iteration 42Q: 3 clusters Score -371101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -371106.625000 Penalty: 2658.422363
	Iteration 43Q: 3 clusters Score -371106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -371110.062500 Penalty: 2658.422363
	Iteration 44Q: 3 clusters Score -371110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -371112.718750 Penalty: 2658.422363
	Iteration 45Q: 3 clusters Score -371112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -371113.312500 Penalty: 2658.422363
	Iteration 46Q: 3 clusters Score -371113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -371113.312500 Penalty: 2658.422363
	Iteration 47F: 3 clusters Score -371113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Entering Unmasked Estep 
Score: -5780914.000000 Penalty: 1763.675415
	Iteration 0F: 2 clusters Score -5780914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5746346.000000 Penalty: 3527.350830
	Iteration 0F: 3 clusters Score -5746346 nChanged 24246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5760478.000000 Penalty: 3527.350830
	Iteration 1F: 3 clusters Score -5760478 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5761251.000000 Penalty: 3527.350830
	Iteration 2Q: 3 clusters Score -5761251 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5762332.500000 Penalty: 3527.350830
	Iteration 3Q: 3 clusters Score -5762332 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -5764036.000000 Penalty: 3527.350830
	Iteration 4F: 3 clusters Score -5764036 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5766543.500000 Penalty: 3527.350830
	Iteration 5F: 3 clusters Score -5766544 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5769678.500000 Penalty: 3527.350830
	Iteration 6F: 3 clusters Score -5769678 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5772511.000000 Penalty: 3527.350830
	Iteration 7F: 3 clusters Score -5772511 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5774366.000000 Penalty: 3527.350830
	Iteration 8Q: 3 clusters Score -5774366 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5775509.500000 Penalty: 3527.350830
	Iteration 9Q: 3 clusters Score -5775510 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5776345.500000 Penalty: 3527.350830
	Iteration 10Q: 3 clusters Score -5776346 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -5776890.000000 Penalty: 3527.350830
	Iteration 11Q: 3 clusters Score -5776890 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5777216.000000 Penalty: 3527.350830
	Iteration 12Q: 3 clusters Score -5777216 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5777462.500000 Penalty: 3527.350830
	Iteration 13Q: 3 clusters Score -5777462 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5777654.000000 Penalty: 3527.350830
	Iteration 14Q: 3 clusters Score -5777654 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5777806.500000 Penalty: 3527.350830
	Iteration 15Q: 3 clusters Score -5777806 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -5777902.000000 Penalty: 3527.350830
	Iteration 16Q: 3 clusters Score -5777902 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -5777993.500000 Penalty: 3527.350830
	Iteration 17Q: 3 clusters Score -5777994 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5778049.500000 Penalty: 3527.350830
	Iteration 18Q: 3 clusters Score -5778050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5778142.000000 Penalty: 3527.350830
	Iteration 19Q: 3 clusters Score -5778142 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5778198.500000 Penalty: 3527.350830
	Iteration 20F: 3 clusters Score -5778198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5778232.000000 Penalty: 3527.350830
	Iteration 21Q: 3 clusters Score -5778232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5778262.500000 Penalty: 3527.350830
	Iteration 22Q: 3 clusters Score -5778262 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -5778313.000000 Penalty: 3527.350830
	Iteration 23Q: 3 clusters Score -5778313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5778343.500000 Penalty: 3527.350830
	Iteration 24Q: 3 clusters Score -5778344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5778391.500000 Penalty: 3527.350830
	Iteration 25Q: 3 clusters Score -5778392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5778452.500000 Penalty: 3527.350830
	Iteration 26Q: 3 clusters Score -5778452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -5778463.500000 Penalty: 3527.350830
	Iteration 27Q: 3 clusters Score -5778464 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -5778488.500000 Penalty: 3527.350830
	Iteration 28Q: 3 clusters Score -5778488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -5778516.500000 Penalty: 3527.350830
	Iteration 29Q: 3 clusters Score -5778516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5778546.000000 Penalty: 3527.350830
	Iteration 30Q: 3 clusters Score -5778546 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5778576.000000 Penalty: 3527.350830
	Iteration 31Q: 3 clusters Score -5778576 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -5778613.500000 Penalty: 3527.350830
	Iteration 32Q: 3 clusters Score -5778614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5778645.500000 Penalty: 3527.350830
	Iteration 33Q: 3 clusters Score -5778646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5778658.500000 Penalty: 3527.350830
	Iteration 34Q: 3 clusters Score -5778658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -5778685.000000 Penalty: 3527.350830
	Iteration 35Q: 3 clusters Score -5778685 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5778725.000000 Penalty: 3527.350830
	Iteration 36Q: 3 clusters Score -5778725 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -5778756.500000 Penalty: 3527.350830
	Iteration 37Q: 3 clusters Score -5778756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5778774.500000 Penalty: 3527.350830
	Iteration 38Q: 3 clusters Score -5778774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -5778791.000000 Penalty: 3527.350830
	Iteration 39Q: 3 clusters Score -5778791 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -5778792.000000 Penalty: 3527.350830
	Iteration 40F: 3 clusters Score -5778792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5778801.000000 Penalty: 3527.350830
	Iteration 41Q: 3 clusters Score -5778801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5778818.000000 Penalty: 3527.350830
	Iteration 42Q: 3 clusters Score -5778818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5778830.000000 Penalty: 3527.350830
	Iteration 43Q: 3 clusters Score -5778830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -5778857.500000 Penalty: 3527.350830
	Iteration 44Q: 3 clusters Score -5778858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5778865.500000 Penalty: 3527.350830
	Iteration 45Q: 3 clusters Score -5778866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5778881.500000 Penalty: 3527.350830
	Iteration 46Q: 3 clusters Score -5778882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -5778912.500000 Penalty: 3527.350830
	Iteration 47Q: 3 clusters Score -5778912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5778922.000000 Penalty: 3527.350830
	Iteration 48Q: 3 clusters Score -5778922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5778942.000000 Penalty: 3527.350830
	Iteration 49Q: 3 clusters Score -5778942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5778954.000000 Penalty: 3527.350830
	Iteration 50Q: 3 clusters Score -5778954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5778969.000000 Penalty: 3527.350830
	Iteration 51Q: 3 clusters Score -5778969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5778964.500000 Penalty: 3527.350830
	Iteration 52Q: 3 clusters Score -5778964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5778980.000000 Penalty: 3527.350830
	Iteration 53Q: 3 clusters Score -5778980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5778984.000000 Penalty: 3527.350830
	Iteration 54Q: 3 clusters Score -5778984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5778989.500000 Penalty: 3527.350830
	Iteration 55Q: 3 clusters Score -5778990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5779000.000000 Penalty: 3527.350830
	Iteration 56Q: 3 clusters Score -5779000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5779001.500000 Penalty: 3527.350830
	Iteration 57Q: 3 clusters Score -5779002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5779013.500000 Penalty: 3527.350830
	Iteration 58Q: 3 clusters Score -5779014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5779019.500000 Penalty: 3527.350830
	Iteration 59Q: 3 clusters Score -5779020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5779035.500000 Penalty: 3527.350830
	Iteration 60F: 3 clusters Score -5779036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5779030.000000 Penalty: 3527.350830
	Iteration 61Q: 3 clusters Score -5779030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5779044.500000 Penalty: 3527.350830
	Iteration 62Q: 3 clusters Score -5779044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5779037.000000 Penalty: 3527.350830
	Iteration 63Q: 3 clusters Score -5779037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5779047.000000 Penalty: 3527.350830
	Iteration 64Q: 3 clusters Score -5779047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5779034.500000 Penalty: 3527.350830
	Iteration 65Q: 3 clusters Score -5779034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5779034.000000 Penalty: 3527.350830
	Iteration 66Q: 3 clusters Score -5779034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5779041.500000 Penalty: 3527.350830
	Iteration 67Q: 3 clusters Score -5779042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5779044.000000 Penalty: 3527.350830
	Iteration 68Q: 3 clusters Score -5779044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5779034.000000 Penalty: 3527.350830
	Iteration 69Q: 3 clusters Score -5779034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5779038.000000 Penalty: 3527.350830
	Iteration 70Q: 3 clusters Score -5779038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5779034.000000 Penalty: 3527.350830
	Iteration 71Q: 3 clusters Score -5779034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5779038.500000 Penalty: 3527.350830
	Iteration 72Q: 3 clusters Score -5779038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5779047.500000 Penalty: 3527.350830
	Iteration 73Q: 3 clusters Score -5779048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5779050.000000 Penalty: 3527.350830
	Iteration 74Q: 3 clusters Score -5779050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5779048.000000 Penalty: 3527.350830
	Iteration 75Q: 3 clusters Score -5779048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5779044.500000 Penalty: 3527.350830
	Iteration 76Q: 3 clusters Score -5779044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5779045.000000 Penalty: 3527.350830
	Iteration 77Q: 3 clusters Score -5779045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5779059.500000 Penalty: 3527.350830
	Iteration 78Q: 3 clusters Score -5779060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5779062.500000 Penalty: 3527.350830
	Iteration 79Q: 3 clusters Score -5779062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5779071.000000 Penalty: 3527.350830
	Iteration 80F: 3 clusters Score -5779071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5779074.500000 Penalty: 3527.350830
	Iteration 81Q: 3 clusters Score -5779074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5779073.000000 Penalty: 3527.350830
	Iteration 82Q: 3 clusters Score -5779073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -5779080.500000 Penalty: 3527.350830
	Iteration 83Q: 3 clusters Score -5779080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5779077.000000 Penalty: 3527.350830
	Iteration 84Q: 3 clusters Score -5779077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5779080.000000 Penalty: 3527.350830
	Iteration 85Q: 3 clusters Score -5779080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5779085.500000 Penalty: 3527.350830
	Iteration 86Q: 3 clusters Score -5779086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5779094.500000 Penalty: 3527.350830
	Iteration 87Q: 3 clusters Score -5779094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5779105.500000 Penalty: 3527.350830
	Iteration 88Q: 3 clusters Score -5779106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5779101.500000 Penalty: 3527.350830
	Iteration 89Q: 3 clusters Score -5779102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5779111.000000 Penalty: 3527.350830
	Iteration 90Q: 3 clusters Score -5779111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5779112.000000 Penalty: 3527.350830
	Iteration 91Q: 3 clusters Score -5779112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5779114.500000 Penalty: 3527.350830
	Iteration 92Q: 3 clusters Score -5779114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5779121.000000 Penalty: 3527.350830
	Iteration 93Q: 3 clusters Score -5779121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5779119.000000 Penalty: 3527.350830
	Iteration 94Q: 3 clusters Score -5779119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5779125.500000 Penalty: 3527.350830
	Iteration 95Q: 3 clusters Score -5779126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5779127.500000 Penalty: 3527.350830
	Iteration 96Q: 3 clusters Score -5779128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5779119.500000 Penalty: 3527.350830
	Iteration 97Q: 3 clusters Score -5779120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5779124.500000 Penalty: 3527.350830
	Iteration 98Q: 3 clusters Score -5779124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5779139.500000 Penalty: 3527.350830
	Iteration 99Q: 3 clusters Score -5779140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5779153.500000 Penalty: 3527.350830
	Iteration 100F: 3 clusters Score -5779154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5779161.500000 Penalty: 3527.350830
	Iteration 101Q: 3 clusters Score -5779162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5779150.000000 Penalty: 3527.350830
	Iteration 102Q: 3 clusters Score -5779150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5779157.000000 Penalty: 3527.350830
	Iteration 103Q: 3 clusters Score -5779157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5779172.000000 Penalty: 3527.350830
	Iteration 104Q: 3 clusters Score -5779172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5779170.000000 Penalty: 3527.350830
	Iteration 105Q: 3 clusters Score -5779170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5779177.000000 Penalty: 3527.350830
	Iteration 106Q: 3 clusters Score -5779177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5779175.500000 Penalty: 3527.350830
	Iteration 107Q: 3 clusters Score -5779176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5779174.500000 Penalty: 3527.350830
	Iteration 108Q: 3 clusters Score -5779174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5779160.500000 Penalty: 3527.350830
	Iteration 109Q: 3 clusters Score -5779160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5779166.000000 Penalty: 3527.350830
	Iteration 110Q: 3 clusters Score -5779166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5779162.500000 Penalty: 3527.350830
	Iteration 111Q: 3 clusters Score -5779162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5779164.000000 Penalty: 3527.350830
	Iteration 112Q: 3 clusters Score -5779164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5779161.000000 Penalty: 3527.350830
	Iteration 113Q: 3 clusters Score -5779161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5779160.000000 Penalty: 3527.350830
	Iteration 114Q: 3 clusters Score -5779160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5779165.500000 Penalty: 3527.350830
	Iteration 115Q: 3 clusters Score -5779166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5779166.000000 Penalty: 3527.350830
	Iteration 116Q: 3 clusters Score -5779166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5779168.000000 Penalty: 3527.350830
	Iteration 117Q: 3 clusters Score -5779168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5779166.500000 Penalty: 3527.350830
	Iteration 118Q: 3 clusters Score -5779166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5779168.500000 Penalty: 3527.350830
	Iteration 119Q: 3 clusters Score -5779168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5779168.500000 Penalty: 3527.350830
	Iteration 120F: 3 clusters Score -5779168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Entering Unmasked Estep 
Score: -8207325.000000 Penalty: 1817.991211
	Iteration 0F: 2 clusters Score -8207325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8159048.500000 Penalty: 3635.982422
	Iteration 0F: 3 clusters Score -8159048 nChanged 34261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8178744.500000 Penalty: 3635.982422
	Iteration 1F: 3 clusters Score -8178744 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -8179287.500000 Penalty: 3635.982422
	Iteration 2Q: 3 clusters Score -8179288 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8179873.000000 Penalty: 3635.982422
	Iteration 3Q: 3 clusters Score -8179873 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -8180619.500000 Penalty: 3635.982422
	Iteration 4Q: 3 clusters Score -8180620 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -8181499.500000 Penalty: 3635.982422
	Iteration 5Q: 3 clusters Score -8181500 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -8182837.000000 Penalty: 3635.982422
	Iteration 6Q: 3 clusters Score -8182837 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8184560.000000 Penalty: 3635.982422
	Iteration 7Q: 3 clusters Score -8184560 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -8187041.000000 Penalty: 3635.982422
	Iteration 8F: 3 clusters Score -8187041 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8190150.500000 Penalty: 3635.982422
	Iteration 9F: 3 clusters Score -8190150 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -8193202.500000 Penalty: 3635.982422
	Iteration 10F: 3 clusters Score -8193202 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -8195162.500000 Penalty: 3635.982422
	Iteration 11Q: 3 clusters Score -8195162 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8196225.500000 Penalty: 3635.982422
	Iteration 12Q: 3 clusters Score -8196226 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8196799.000000 Penalty: 3635.982422
	Iteration 13Q: 3 clusters Score -8196799 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8197351.500000 Penalty: 3635.982422
	Iteration 14Q: 3 clusters Score -8197352 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8197853.500000 Penalty: 3635.982422
	Iteration 15Q: 3 clusters Score -8197854 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8198383.500000 Penalty: 3635.982422
	Iteration 16Q: 3 clusters Score -8198384 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -8198884.000000 Penalty: 3635.982422
	Iteration 17Q: 3 clusters Score -8198884 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -8199451.000000 Penalty: 3635.982422
	Iteration 18Q: 3 clusters Score -8199451 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8199954.500000 Penalty: 3635.982422
	Iteration 19Q: 3 clusters Score -8199954 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8200385.000000 Penalty: 3635.982422
	Iteration 20F: 3 clusters Score -8200385 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8200830.500000 Penalty: 3635.982422
	Iteration 21Q: 3 clusters Score -8200830 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -8201278.000000 Penalty: 3635.982422
	Iteration 22Q: 3 clusters Score -8201278 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -8201682.000000 Penalty: 3635.982422
	Iteration 23Q: 3 clusters Score -8201682 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -8201980.500000 Penalty: 3635.982422
	Iteration 24Q: 3 clusters Score -8201980 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -8202195.000000 Penalty: 3635.982422
	Iteration 25Q: 3 clusters Score -8202195 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -8202433.500000 Penalty: 3635.982422
	Iteration 26Q: 3 clusters Score -8202434 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -8202662.500000 Penalty: 3635.982422
	Iteration 27Q: 3 clusters Score -8202662 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -8202870.000000 Penalty: 3635.982422
	Iteration 28Q: 3 clusters Score -8202870 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -8203004.000000 Penalty: 3635.982422
	Iteration 29Q: 3 clusters Score -8203004 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -8203175.500000 Penalty: 3635.982422
	Iteration 30Q: 3 clusters Score -8203176 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -8203308.000000 Penalty: 3635.982422
	Iteration 31Q: 3 clusters Score -8203308 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -8203458.000000 Penalty: 3635.982422
	Iteration 32Q: 3 clusters Score -8203458 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -8203583.000000 Penalty: 3635.982422
	Iteration 33Q: 3 clusters Score -8203583 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -8203683.500000 Penalty: 3635.982422
	Iteration 34Q: 3 clusters Score -8203684 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -8203755.500000 Penalty: 3635.982422
	Iteration 35Q: 3 clusters Score -8203756 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8203869.500000 Penalty: 3635.982422
	Iteration 36Q: 3 clusters Score -8203870 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -8203952.500000 Penalty: 3635.982422
	Iteration 37Q: 3 clusters Score -8203952 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -8204055.500000 Penalty: 3635.982422
	Iteration 38Q: 3 clusters Score -8204056 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -8204165.000000 Penalty: 3635.982422
	Iteration 39Q: 3 clusters Score -8204165 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -8204209.000000 Penalty: 3635.982422
	Iteration 40F: 3 clusters Score -8204209 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -8204281.000000 Penalty: 3635.982422
	Iteration 41Q: 3 clusters Score -8204281 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -8204363.000000 Penalty: 3635.982422
	Iteration 42Q: 3 clusters Score -8204363 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -8204388.500000 Penalty: 3635.982422
	Iteration 43Q: 3 clusters Score -8204388 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -8204474.000000 Penalty: 3635.982422
	Iteration 44Q: 3 clusters Score -8204474 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -8204527.500000 Penalty: 3635.982422
	Iteration 45Q: 3 clusters Score -8204528 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -8204569.000000 Penalty: 3635.982422
	Iteration 46Q: 3 clusters Score -8204569 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -8204609.500000 Penalty: 3635.982422
	Iteration 47Q: 3 clusters Score -8204610 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -8204668.500000 Penalty: 3635.982422
	Iteration 48Q: 3 clusters Score -8204668 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -8204707.500000 Penalty: 3635.982422
	Iteration 49Q: 3 clusters Score -8204708 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -8204727.500000 Penalty: 3635.982422
	Iteration 50Q: 3 clusters Score -8204728 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -8204781.500000 Penalty: 3635.982422
	Iteration 51Q: 3 clusters Score -8204782 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -8204820.000000 Penalty: 3635.982422
	Iteration 52Q: 3 clusters Score -8204820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -8204879.500000 Penalty: 3635.982422
	Iteration 53Q: 3 clusters Score -8204880 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -8204907.000000 Penalty: 3635.982422
	Iteration 54Q: 3 clusters Score -8204907 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -8204953.000000 Penalty: 3635.982422
	Iteration 55Q: 3 clusters Score -8204953 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -8205007.000000 Penalty: 3635.982422
	Iteration 56Q: 3 clusters Score -8205007 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -8205025.500000 Penalty: 3635.982422
	Iteration 57Q: 3 clusters Score -8205026 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8205068.500000 Penalty: 3635.982422
	Iteration 58Q: 3 clusters Score -8205068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -8205100.000000 Penalty: 3635.982422
	Iteration 59Q: 3 clusters Score -8205100 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -8205175.000000 Penalty: 3635.982422
	Iteration 60F: 3 clusters Score -8205175 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -8205204.500000 Penalty: 3635.982422
	Iteration 61Q: 3 clusters Score -8205204 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -8205245.500000 Penalty: 3635.982422
	Iteration 62Q: 3 clusters Score -8205246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8205250.500000 Penalty: 3635.982422
	Iteration 63Q: 3 clusters Score -8205250 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -8205309.500000 Penalty: 3635.982422
	Iteration 64Q: 3 clusters Score -8205310 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -8205354.000000 Penalty: 3635.982422
	Iteration 65Q: 3 clusters Score -8205354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -8205362.000000 Penalty: 3635.982422
	Iteration 66Q: 3 clusters Score -8205362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -8205397.000000 Penalty: 3635.982422
	Iteration 67Q: 3 clusters Score -8205397 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -8205450.000000 Penalty: 3635.982422
	Iteration 68Q: 3 clusters Score -8205450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -8205472.000000 Penalty: 3635.982422
	Iteration 69Q: 3 clusters Score -8205472 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -8205500.000000 Penalty: 3635.982422
	Iteration 70Q: 3 clusters Score -8205500 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -8205554.500000 Penalty: 3635.982422
	Iteration 71Q: 3 clusters Score -8205554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -8205572.000000 Penalty: 3635.982422
	Iteration 72Q: 3 clusters Score -8205572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -8205585.000000 Penalty: 3635.982422
	Iteration 73Q: 3 clusters Score -8205585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -8205589.500000 Penalty: 3635.982422
	Iteration 74Q: 3 clusters Score -8205590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -8205602.000000 Penalty: 3635.982422
	Iteration 75Q: 3 clusters Score -8205602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -8205608.000000 Penalty: 3635.982422
	Iteration 76Q: 3 clusters Score -8205608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -8205642.000000 Penalty: 3635.982422
	Iteration 77Q: 3 clusters Score -8205642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -8205655.000000 Penalty: 3635.982422
	Iteration 78Q: 3 clusters Score -8205655 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -8205673.000000 Penalty: 3635.982422
	Iteration 79Q: 3 clusters Score -8205673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -8205686.500000 Penalty: 3635.982422
	Iteration 80F: 3 clusters Score -8205686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8205691.000000 Penalty: 3635.982422
	Iteration 81Q: 3 clusters Score -8205691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -8205718.500000 Penalty: 3635.982422
	Iteration 82Q: 3 clusters Score -8205718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -8205709.500000 Penalty: 3635.982422
	Iteration 83Q: 3 clusters Score -8205710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -8205710.000000 Penalty: 3635.982422
	Iteration 84Q: 3 clusters Score -8205710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -8205720.500000 Penalty: 3635.982422
	Iteration 85Q: 3 clusters Score -8205720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -8205706.500000 Penalty: 3635.982422
	Iteration 86Q: 3 clusters Score -8205706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -8205711.500000 Penalty: 3635.982422
	Iteration 87Q: 3 clusters Score -8205712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -8205746.000000 Penalty: 3635.982422
	Iteration 88Q: 3 clusters Score -8205746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -8205755.000000 Penalty: 3635.982422
	Iteration 89Q: 3 clusters Score -8205755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -8205747.500000 Penalty: 3635.982422
	Iteration 90Q: 3 clusters Score -8205748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -8205768.500000 Penalty: 3635.982422
	Iteration 91Q: 3 clusters Score -8205768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -8205766.500000 Penalty: 3635.982422
	Iteration 92Q: 3 clusters Score -8205766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -8205769.500000 Penalty: 3635.982422
	Iteration 93Q: 3 clusters Score -8205770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -8205769.500000 Penalty: 3635.982422
	Iteration 94Q: 3 clusters Score -8205770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -8205773.000000 Penalty: 3635.982422
	Iteration 95Q: 3 clusters Score -8205773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -8205780.000000 Penalty: 3635.982422
	Iteration 96Q: 3 clusters Score -8205780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8205791.500000 Penalty: 3635.982422
	Iteration 97Q: 3 clusters Score -8205792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8205805.500000 Penalty: 3635.982422
	Iteration 98Q: 3 clusters Score -8205806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8205806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -8205799.000000 Penalty: 3635.982422
	Iteration 100F: 3 clusters Score -8205799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -8205800.000000 Penalty: 3635.982422
	Iteration 101Q: 3 clusters Score -8205800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -8205814.000000 Penalty: 3635.982422
	Iteration 102Q: 3 clusters Score -8205814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -8205812.500000 Penalty: 3635.982422
	Iteration 103Q: 3 clusters Score -8205812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -8205818.000000 Penalty: 3635.982422
	Iteration 104Q: 3 clusters Score -8205818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -8205818.500000 Penalty: 3635.982422
	Iteration 105Q: 3 clusters Score -8205818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -8205807.500000 Penalty: 3635.982422
	Iteration 106Q: 3 clusters Score -8205808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -8205812.500000 Penalty: 3635.982422
	Iteration 107Q: 3 clusters Score -8205812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -8205817.000000 Penalty: 3635.982422
	Iteration 108Q: 3 clusters Score -8205817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -8205805.000000 Penalty: 3635.982422
	Iteration 109Q: 3 clusters Score -8205805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8205799.000000 Penalty: 3635.982422
	Iteration 110Q: 3 clusters Score -8205799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -8205797.000000 Penalty: 3635.982422
	Iteration 111Q: 3 clusters Score -8205797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -8205800.500000 Penalty: 3635.982422
	Iteration 112Q: 3 clusters Score -8205800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -8205796.500000 Penalty: 3635.982422
	Iteration 113Q: 3 clusters Score -8205796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -8205799.500000 Penalty: 3635.982422
	Iteration 114Q: 3 clusters Score -8205800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -8205811.500000 Penalty: 3635.982422
	Iteration 115Q: 3 clusters Score -8205812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8205807.500000 Penalty: 3635.982422
	Iteration 116Q: 3 clusters Score -8205808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 69144 members 
Entering Unmasked Estep 
Score: -8205806.500000 Penalty: 3635.982422
	Iteration 117Q: 3 clusters Score -8205806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -8205815.000000 Penalty: 3635.982422
	Iteration 118Q: 3 clusters Score -8205815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -8205814.500000 Penalty: 3635.982422
	Iteration 119Q: 3 clusters Score -8205814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -8205806.500000 Penalty: 3635.982422
	Iteration 120F: 3 clusters Score -8205806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -8205812.500000 Penalty: 3635.982422
	Iteration 121Q: 3 clusters Score -8205812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -8205805.500000 Penalty: 3635.982422
	Iteration 122Q: 3 clusters Score -8205806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -8205817.000000 Penalty: 3635.982422
	Iteration 123Q: 3 clusters Score -8205817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -8205816.000000 Penalty: 3635.982422
	Iteration 124Q: 3 clusters Score -8205816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -8205816.500000 Penalty: 3635.982422
	Iteration 125Q: 3 clusters Score -8205816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -8205815.000000 Penalty: 3635.982422
	Iteration 126Q: 3 clusters Score -8205815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -8205818.500000 Penalty: 3635.982422
	Iteration 127Q: 3 clusters Score -8205818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -8205814.500000 Penalty: 3635.982422
	Iteration 128Q: 3 clusters Score -8205814 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -8205814.500000 Penalty: 3635.982422
	Iteration 129Q: 3 clusters Score -8205814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -8205810.000000 Penalty: 3635.982422
	Iteration 130Q: 3 clusters Score -8205810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -8205811.500000 Penalty: 3635.982422
	Iteration 131Q: 3 clusters Score -8205812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -8205808.500000 Penalty: 3635.982422
	Iteration 132Q: 3 clusters Score -8205808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -8205820.000000 Penalty: 3635.982422
	Iteration 133Q: 3 clusters Score -8205820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -8205822.000000 Penalty: 3635.982422
	Iteration 134Q: 3 clusters Score -8205822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -8205824.500000 Penalty: 3635.982422
	Iteration 135Q: 3 clusters Score -8205824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -8205829.500000 Penalty: 3635.982422
	Iteration 136Q: 3 clusters Score -8205830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8205827.000000 Penalty: 3635.982422
	Iteration 137Q: 3 clusters Score -8205827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -8205844.000000 Penalty: 3635.982422
	Iteration 138Q: 3 clusters Score -8205844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -8205840.000000 Penalty: 3635.982422
	Iteration 139Q: 3 clusters Score -8205840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -8205845.500000 Penalty: 3635.982422
	Iteration 140F: 3 clusters Score -8205846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -8205850.000000 Penalty: 3635.982422
	Iteration 141Q: 3 clusters Score -8205850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -8205843.500000 Penalty: 3635.982422
	Iteration 142Q: 3 clusters Score -8205844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -8205851.500000 Penalty: 3635.982422
	Iteration 143Q: 3 clusters Score -8205852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -8205854.000000 Penalty: 3635.982422
	Iteration 144Q: 3 clusters Score -8205854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -8205862.000000 Penalty: 3635.982422
	Iteration 145Q: 3 clusters Score -8205862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -8205864.000000 Penalty: 3635.982422
	Iteration 146Q: 3 clusters Score -8205864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -8205858.000000 Penalty: 3635.982422
	Iteration 147Q: 3 clusters Score -8205858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8205855.500000 Penalty: 3635.982422
	Iteration 148Q: 3 clusters Score -8205856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -8205860.500000 Penalty: 3635.982422
	Iteration 149Q: 3 clusters Score -8205860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8205867.000000 Penalty: 3635.982422
	Iteration 150Q: 3 clusters Score -8205867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -8205870.000000 Penalty: 3635.982422
	Iteration 151Q: 3 clusters Score -8205870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -8205863.000000 Penalty: 3635.982422
	Iteration 152Q: 3 clusters Score -8205863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -8205867.000000 Penalty: 3635.982422
	Iteration 153Q: 3 clusters Score -8205867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -8205871.500000 Penalty: 3635.982422
	Iteration 154Q: 3 clusters Score -8205872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -8205869.500000 Penalty: 3635.982422
	Iteration 155Q: 3 clusters Score -8205870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8205863.500000 Penalty: 3635.982422
	Iteration 156Q: 3 clusters Score -8205864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8205874.500000 Penalty: 3635.982422
	Iteration 157Q: 3 clusters Score -8205874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -8205876.500000 Penalty: 3635.982422
	Iteration 158Q: 3 clusters Score -8205876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -8205882.000000 Penalty: 3635.982422
	Iteration 159Q: 3 clusters Score -8205882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -8205872.500000 Penalty: 3635.982422
	Iteration 160F: 3 clusters Score -8205872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -8205872.000000 Penalty: 3635.982422
	Iteration 161Q: 3 clusters Score -8205872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -8205888.500000 Penalty: 3635.982422
	Iteration 162Q: 3 clusters Score -8205888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -8205892.000000 Penalty: 3635.982422
	Iteration 163Q: 3 clusters Score -8205892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -8205897.000000 Penalty: 3635.982422
	Iteration 164Q: 3 clusters Score -8205897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -8205907.000000 Penalty: 3635.982422
	Iteration 165Q: 3 clusters Score -8205907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -8205905.500000 Penalty: 3635.982422
	Iteration 166Q: 3 clusters Score -8205906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -8205902.000000 Penalty: 3635.982422
	Iteration 167Q: 3 clusters Score -8205902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -8205906.000000 Penalty: 3635.982422
	Iteration 168Q: 3 clusters Score -8205906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -8205909.500000 Penalty: 3635.982422
	Iteration 169Q: 3 clusters Score -8205910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -8205908.000000 Penalty: 3635.982422
	Iteration 170Q: 3 clusters Score -8205908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -8205906.500000 Penalty: 3635.982422
	Iteration 171Q: 3 clusters Score -8205906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -8205907.500000 Penalty: 3635.982422
	Iteration 172Q: 3 clusters Score -8205908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -8205911.000000 Penalty: 3635.982422
	Iteration 173Q: 3 clusters Score -8205911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -8205904.500000 Penalty: 3635.982422
	Iteration 174Q: 3 clusters Score -8205904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -8205904.500000 Penalty: 3635.982422
	Iteration 175F: 3 clusters Score -8205904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -511987.156250 Penalty: 1372.251099
	Iteration 0F: 2 clusters Score -511987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -508222.968750 Penalty: 2744.502197
	Iteration 0F: 3 clusters Score -508223 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -509279.406250 Penalty: 2744.502197
	Iteration 1F: 3 clusters Score -509279.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -509489.312500 Penalty: 2744.502197
	Iteration 2F: 3 clusters Score -509489.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -509605.906250 Penalty: 2744.502197
	Iteration 3F: 3 clusters Score -509605.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -509710.968750 Penalty: 2744.502197
	Iteration 4Q: 3 clusters Score -509711 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -509795.531250 Penalty: 2744.502197
	Iteration 5Q: 3 clusters Score -509795.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -509885.781250 Penalty: 2744.502197
	Iteration 6Q: 3 clusters Score -509885.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -509982.750000 Penalty: 2744.502197
	Iteration 7Q: 3 clusters Score -509982.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -510112.093750 Penalty: 2744.502197
	Iteration 8Q: 3 clusters Score -510112.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -510310.812500 Penalty: 2744.502197
	Iteration 9Q: 3 clusters Score -510310.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -510583.031250 Penalty: 2744.502197
	Iteration 10F: 3 clusters Score -510583 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -510850.312500 Penalty: 2744.502197
	Iteration 11F: 3 clusters Score -510850.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -511086.531250 Penalty: 2744.502197
	Iteration 12Q: 3 clusters Score -511086.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -511253.250000 Penalty: 2744.502197
	Iteration 13Q: 3 clusters Score -511253.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -511393.062500 Penalty: 2744.502197
	Iteration 14Q: 3 clusters Score -511393.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -511504.812500 Penalty: 2744.502197
	Iteration 15Q: 3 clusters Score -511504.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -511582.875000 Penalty: 2744.502197
	Iteration 16Q: 3 clusters Score -511582.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -511626.687500 Penalty: 2744.502197
	Iteration 17Q: 3 clusters Score -511626.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -511654.812500 Penalty: 2744.502197
	Iteration 18Q: 3 clusters Score -511654.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -511673.500000 Penalty: 2744.502197
	Iteration 19Q: 3 clusters Score -511673.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -511688.468750 Penalty: 2744.502197
	Iteration 20F: 3 clusters Score -511688.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -511698.687500 Penalty: 2744.502197
	Iteration 21Q: 3 clusters Score -511698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -511707.687500 Penalty: 2744.502197
	Iteration 22Q: 3 clusters Score -511707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -511712.937500 Penalty: 2744.502197
	Iteration 23Q: 3 clusters Score -511712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -511722.125000 Penalty: 2744.502197
	Iteration 24Q: 3 clusters Score -511722.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -511725.593750 Penalty: 2744.502197
	Iteration 25Q: 3 clusters Score -511725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -511730.718750 Penalty: 2744.502197
	Iteration 26Q: 3 clusters Score -511730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -511731.125000 Penalty: 2744.502197
	Iteration 27Q: 3 clusters Score -511731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -511731.125000 Penalty: 2744.502197
	Iteration 28F: 3 clusters Score -511731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Entering Unmasked Estep 
Score: -11749857.000000 Penalty: 1877.209595
	Iteration 0F: 2 clusters Score -1.174986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -11680752.000000 Penalty: 3754.419189
	Iteration 0F: 3 clusters Score -1.168075e+07 nChanged 49940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -11709616.000000 Penalty: 3754.419189
	Iteration 1F: 3 clusters Score -1.170962e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -11710378.000000 Penalty: 3754.419189
	Iteration 2Q: 3 clusters Score -1.171038e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -11711262.000000 Penalty: 3754.419189
	Iteration 3Q: 3 clusters Score -1.171126e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -11712501.000000 Penalty: 3754.419189
	Iteration 4Q: 3 clusters Score -1.17125e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -11714378.000000 Penalty: 3754.419189
	Iteration 5Q: 3 clusters Score -1.171438e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -11717604.000000 Penalty: 3754.419189
	Iteration 6F: 3 clusters Score -1.17176e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -11722386.000000 Penalty: 3754.419189
	Iteration 7F: 3 clusters Score -1.172239e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -11728895.000000 Penalty: 3754.419189
	Iteration 8F: 3 clusters Score -1.17289e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -11735484.000000 Penalty: 3754.419189
	Iteration 9F: 3 clusters Score -1.173548e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -11740263.000000 Penalty: 3754.419189
	Iteration 10F: 3 clusters Score -1.174026e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -11742777.000000 Penalty: 3754.419189
	Iteration 11Q: 3 clusters Score -1.174278e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -11743993.000000 Penalty: 3754.419189
	Iteration 12Q: 3 clusters Score -1.174399e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -11744766.000000 Penalty: 3754.419189
	Iteration 13Q: 3 clusters Score -1.174477e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -11745326.000000 Penalty: 3754.419189
	Iteration 14Q: 3 clusters Score -1.174533e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -11745849.000000 Penalty: 3754.419189
	Iteration 15Q: 3 clusters Score -1.174585e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -11746276.000000 Penalty: 3754.419189
	Iteration 16Q: 3 clusters Score -1.174628e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -11746542.000000 Penalty: 3754.419189
	Iteration 17Q: 3 clusters Score -1.174654e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -11746780.000000 Penalty: 3754.419189
	Iteration 18Q: 3 clusters Score -1.174678e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -11747020.000000 Penalty: 3754.419189
	Iteration 19Q: 3 clusters Score -1.174702e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11747173.000000 Penalty: 3754.419189
	Iteration 20F: 3 clusters Score -1.174717e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -11747321.000000 Penalty: 3754.419189
	Iteration 21Q: 3 clusters Score -1.174732e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -11747485.000000 Penalty: 3754.419189
	Iteration 22Q: 3 clusters Score -1.174748e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -11747603.000000 Penalty: 3754.419189
	Iteration 23Q: 3 clusters Score -1.17476e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -11747703.000000 Penalty: 3754.419189
	Iteration 24Q: 3 clusters Score -1.17477e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -11747800.000000 Penalty: 3754.419189
	Iteration 25Q: 3 clusters Score -1.17478e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -11747849.000000 Penalty: 3754.419189
	Iteration 26Q: 3 clusters Score -1.174785e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -11747933.000000 Penalty: 3754.419189
	Iteration 27Q: 3 clusters Score -1.174793e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -11748051.000000 Penalty: 3754.419189
	Iteration 28Q: 3 clusters Score -1.174805e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -11748126.000000 Penalty: 3754.419189
	Iteration 29Q: 3 clusters Score -1.174813e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -11748224.000000 Penalty: 3754.419189
	Iteration 30Q: 3 clusters Score -1.174822e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11748262.000000 Penalty: 3754.419189
	Iteration 31Q: 3 clusters Score -1.174826e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -11748322.000000 Penalty: 3754.419189
	Iteration 32Q: 3 clusters Score -1.174832e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -11748376.000000 Penalty: 3754.419189
	Iteration 33Q: 3 clusters Score -1.174838e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11748423.000000 Penalty: 3754.419189
	Iteration 34Q: 3 clusters Score -1.174842e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11748449.000000 Penalty: 3754.419189
	Iteration 35Q: 3 clusters Score -1.174845e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -11748491.000000 Penalty: 3754.419189
	Iteration 36Q: 3 clusters Score -1.174849e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11748491.000000 Penalty: 3754.419189
	Iteration 37Q: 3 clusters Score -1.174849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11748517.000000 Penalty: 3754.419189
	Iteration 38Q: 3 clusters Score -1.174852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -11748534.000000 Penalty: 3754.419189
	Iteration 39Q: 3 clusters Score -1.174853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11748529.000000 Penalty: 3754.419189
	Iteration 40F: 3 clusters Score -1.174853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -11748514.000000 Penalty: 3754.419189
	Iteration 41Q: 3 clusters Score -1.174851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11748528.000000 Penalty: 3754.419189
	Iteration 42Q: 3 clusters Score -1.174853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11748530.000000 Penalty: 3754.419189
	Iteration 43Q: 3 clusters Score -1.174853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11748536.000000 Penalty: 3754.419189
	Iteration 44Q: 3 clusters Score -1.174854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11748533.000000 Penalty: 3754.419189
	Iteration 45Q: 3 clusters Score -1.174853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11748543.000000 Penalty: 3754.419189
	Iteration 46Q: 3 clusters Score -1.174854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11748544.000000 Penalty: 3754.419189
	Iteration 47Q: 3 clusters Score -1.174854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11748549.000000 Penalty: 3754.419189
	Iteration 48Q: 3 clusters Score -1.174855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -11748552.000000 Penalty: 3754.419189
	Iteration 49Q: 3 clusters Score -1.174855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11748564.000000 Penalty: 3754.419189
	Iteration 50Q: 3 clusters Score -1.174856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11748573.000000 Penalty: 3754.419189
	Iteration 51Q: 3 clusters Score -1.174857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -11748575.000000 Penalty: 3754.419189
	Iteration 52Q: 3 clusters Score -1.174858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11748573.000000 Penalty: 3754.419189
	Iteration 53Q: 3 clusters Score -1.174857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11748567.000000 Penalty: 3754.419189
	Iteration 54Q: 3 clusters Score -1.174857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11748578.000000 Penalty: 3754.419189
	Iteration 55Q: 3 clusters Score -1.174858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11748587.000000 Penalty: 3754.419189
	Iteration 56Q: 3 clusters Score -1.174859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11748580.000000 Penalty: 3754.419189
	Iteration 57Q: 3 clusters Score -1.174858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11748573.000000 Penalty: 3754.419189
	Iteration 58Q: 3 clusters Score -1.174857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11748573.000000 Penalty: 3754.419189
	Iteration 59Q: 3 clusters Score -1.174857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11748578.000000 Penalty: 3754.419189
	Iteration 60F: 3 clusters Score -1.174858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11748585.000000 Penalty: 3754.419189
	Iteration 61Q: 3 clusters Score -1.174858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11748587.000000 Penalty: 3754.419189
	Iteration 62Q: 3 clusters Score -1.174859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11748582.000000 Penalty: 3754.419189
	Iteration 63Q: 3 clusters Score -1.174858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11748590.000000 Penalty: 3754.419189
	Iteration 64Q: 3 clusters Score -1.174859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11748579.000000 Penalty: 3754.419189
	Iteration 65Q: 3 clusters Score -1.174858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11748577.000000 Penalty: 3754.419189
	Iteration 66Q: 3 clusters Score -1.174858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -11748575.000000 Penalty: 3754.419189
	Iteration 67Q: 3 clusters Score -1.174858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11748578.000000 Penalty: 3754.419189
	Iteration 68Q: 3 clusters Score -1.174858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11748578.000000 Penalty: 3754.419189
	Iteration 69F: 3 clusters Score -1.174858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Entering Unmasked Estep 
Score: -9514513.000000 Penalty: 1842.463745
	Iteration 0F: 2 clusters Score -9514513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -9458382.000000 Penalty: 3684.927490
	Iteration 0F: 3 clusters Score -9458382 nChanged 40059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -9481394.000000 Penalty: 3684.927490
	Iteration 1F: 3 clusters Score -9481394 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -9481916.000000 Penalty: 3684.927490
	Iteration 2Q: 3 clusters Score -9481916 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -9482319.000000 Penalty: 3684.927490
	Iteration 3Q: 3 clusters Score -9482319 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -9482781.000000 Penalty: 3684.927490
	Iteration 4Q: 3 clusters Score -9482781 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -9483270.000000 Penalty: 3684.927490
	Iteration 5Q: 3 clusters Score -9483270 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -9483851.000000 Penalty: 3684.927490
	Iteration 6Q: 3 clusters Score -9483851 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -9484717.000000 Penalty: 3684.927490
	Iteration 7Q: 3 clusters Score -9484717 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -9486046.000000 Penalty: 3684.927490
	Iteration 8Q: 3 clusters Score -9486046 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9487953.000000 Penalty: 3684.927490
	Iteration 9Q: 3 clusters Score -9487953 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -9491088.000000 Penalty: 3684.927490
	Iteration 10F: 3 clusters Score -9491088 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -9495585.000000 Penalty: 3684.927490
	Iteration 11F: 3 clusters Score -9495585 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -9500098.000000 Penalty: 3684.927490
	Iteration 12F: 3 clusters Score -9500098 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -9502894.000000 Penalty: 3684.927490
	Iteration 13F: 3 clusters Score -9502894 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -9503960.000000 Penalty: 3684.927490
	Iteration 14Q: 3 clusters Score -9503960 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -9504564.000000 Penalty: 3684.927490
	Iteration 15Q: 3 clusters Score -9504564 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9505003.000000 Penalty: 3684.927490
	Iteration 16Q: 3 clusters Score -9505003 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -9505299.000000 Penalty: 3684.927490
	Iteration 17Q: 3 clusters Score -9505299 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -9505685.000000 Penalty: 3684.927490
	Iteration 18Q: 3 clusters Score -9505685 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -9505954.000000 Penalty: 3684.927490
	Iteration 19Q: 3 clusters Score -9505954 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -9506204.000000 Penalty: 3684.927490
	Iteration 20F: 3 clusters Score -9506204 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -9506502.000000 Penalty: 3684.927490
	Iteration 21Q: 3 clusters Score -9506502 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -9506730.000000 Penalty: 3684.927490
	Iteration 22Q: 3 clusters Score -9506730 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -9507087.000000 Penalty: 3684.927490
	Iteration 23Q: 3 clusters Score -9507087 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -9507315.000000 Penalty: 3684.927490
	Iteration 24Q: 3 clusters Score -9507315 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -9507628.000000 Penalty: 3684.927490
	Iteration 25Q: 3 clusters Score -9507628 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -9507954.000000 Penalty: 3684.927490
	Iteration 26Q: 3 clusters Score -9507954 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -9508230.000000 Penalty: 3684.927490
	Iteration 27Q: 3 clusters Score -9508230 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -9508558.000000 Penalty: 3684.927490
	Iteration 28Q: 3 clusters Score -9508558 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -9508878.000000 Penalty: 3684.927490
	Iteration 29Q: 3 clusters Score -9508878 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -9509229.000000 Penalty: 3684.927490
	Iteration 30Q: 3 clusters Score -9509229 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -9509545.000000 Penalty: 3684.927490
	Iteration 31Q: 3 clusters Score -9509545 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -9509927.000000 Penalty: 3684.927490
	Iteration 32Q: 3 clusters Score -9509927 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -9510246.000000 Penalty: 3684.927490
	Iteration 33Q: 3 clusters Score -9510246 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -9510501.000000 Penalty: 3684.927490
	Iteration 34Q: 3 clusters Score -9510501 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -9510742.000000 Penalty: 3684.927490
	Iteration 35Q: 3 clusters Score -9510742 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -9510964.000000 Penalty: 3684.927490
	Iteration 36Q: 3 clusters Score -9510964 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -9511191.000000 Penalty: 3684.927490
	Iteration 37Q: 3 clusters Score -9511191 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -9511378.000000 Penalty: 3684.927490
	Iteration 38Q: 3 clusters Score -9511378 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -9511513.000000 Penalty: 3684.927490
	Iteration 39Q: 3 clusters Score -9511513 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -9511698.000000 Penalty: 3684.927490
	Iteration 40F: 3 clusters Score -9511698 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -9511851.000000 Penalty: 3684.927490
	Iteration 41Q: 3 clusters Score -9511851 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -9511981.000000 Penalty: 3684.927490
	Iteration 42Q: 3 clusters Score -9511981 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9512108.000000 Penalty: 3684.927490
	Iteration 43Q: 3 clusters Score -9512108 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9512233.000000 Penalty: 3684.927490
	Iteration 44Q: 3 clusters Score -9512233 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -9512332.000000 Penalty: 3684.927490
	Iteration 45Q: 3 clusters Score -9512332 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9512422.000000 Penalty: 3684.927490
	Iteration 46Q: 3 clusters Score -9512422 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9512474.000000 Penalty: 3684.927490
	Iteration 47Q: 3 clusters Score -9512474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9512520.000000 Penalty: 3684.927490
	Iteration 48Q: 3 clusters Score -9512520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9512560.000000 Penalty: 3684.927490
	Iteration 49Q: 3 clusters Score -9512560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9512599.000000 Penalty: 3684.927490
	Iteration 50Q: 3 clusters Score -9512599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9512640.000000 Penalty: 3684.927490
	Iteration 51Q: 3 clusters Score -9512640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9512661.000000 Penalty: 3684.927490
	Iteration 52Q: 3 clusters Score -9512661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9512675.000000 Penalty: 3684.927490
	Iteration 53Q: 3 clusters Score -9512675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9512688.000000 Penalty: 3684.927490
	Iteration 54Q: 3 clusters Score -9512688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9512706.000000 Penalty: 3684.927490
	Iteration 55Q: 3 clusters Score -9512706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9512706.000000 Penalty: 3684.927490
	Iteration 56Q: 3 clusters Score -9512706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9512735.000000 Penalty: 3684.927490
	Iteration 57Q: 3 clusters Score -9512735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9512751.000000 Penalty: 3684.927490
	Iteration 58Q: 3 clusters Score -9512751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9512773.000000 Penalty: 3684.927490
	Iteration 59Q: 3 clusters Score -9512773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9512772.000000 Penalty: 3684.927490
	Iteration 60F: 3 clusters Score -9512772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9512784.000000 Penalty: 3684.927490
	Iteration 61Q: 3 clusters Score -9512784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9512790.000000 Penalty: 3684.927490
	Iteration 62Q: 3 clusters Score -9512790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9512819.000000 Penalty: 3684.927490
	Iteration 63Q: 3 clusters Score -9512819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9512824.000000 Penalty: 3684.927490
	Iteration 64Q: 3 clusters Score -9512824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9512826.000000 Penalty: 3684.927490
	Iteration 65Q: 3 clusters Score -9512826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9512823.000000 Penalty: 3684.927490
	Iteration 66Q: 3 clusters Score -9512823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9512832.000000 Penalty: 3684.927490
	Iteration 67Q: 3 clusters Score -9512832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9512842.000000 Penalty: 3684.927490
	Iteration 68Q: 3 clusters Score -9512842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9512859.000000 Penalty: 3684.927490
	Iteration 69Q: 3 clusters Score -9512859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9512849.000000 Penalty: 3684.927490
	Iteration 70Q: 3 clusters Score -9512849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9512865.000000 Penalty: 3684.927490
	Iteration 71Q: 3 clusters Score -9512865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9512882.000000 Penalty: 3684.927490
	Iteration 72Q: 3 clusters Score -9512882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9512901.000000 Penalty: 3684.927490
	Iteration 73Q: 3 clusters Score -9512901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9512902.000000 Penalty: 3684.927490
	Iteration 74Q: 3 clusters Score -9512902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9512894.000000 Penalty: 3684.927490
	Iteration 75Q: 3 clusters Score -9512894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9512906.000000 Penalty: 3684.927490
	Iteration 76Q: 3 clusters Score -9512906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9512903.000000 Penalty: 3684.927490
	Iteration 77Q: 3 clusters Score -9512903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9512909.000000 Penalty: 3684.927490
	Iteration 78Q: 3 clusters Score -9512909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9512935.000000 Penalty: 3684.927490
	Iteration 79Q: 3 clusters Score -9512935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9512948.000000 Penalty: 3684.927490
	Iteration 80F: 3 clusters Score -9512948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9512941.000000 Penalty: 3684.927490
	Iteration 81Q: 3 clusters Score -9512941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9512932.000000 Penalty: 3684.927490
	Iteration 82Q: 3 clusters Score -9512932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9512946.000000 Penalty: 3684.927490
	Iteration 83Q: 3 clusters Score -9512946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82656 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9512941.000000 Penalty: 3684.927490
	Iteration 84Q: 3 clusters Score -9512941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9512946.000000 Penalty: 3684.927490
	Iteration 85Q: 3 clusters Score -9512946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9512947.000000 Penalty: 3684.927490
	Iteration 86Q: 3 clusters Score -9512947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9512946.000000 Penalty: 3684.927490
	Iteration 87Q: 3 clusters Score -9512946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9512945.000000 Penalty: 3684.927490
	Iteration 88Q: 3 clusters Score -9512945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9512953.000000 Penalty: 3684.927490
	Iteration 89Q: 3 clusters Score -9512953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9512959.000000 Penalty: 3684.927490
	Iteration 90Q: 3 clusters Score -9512959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9512970.000000 Penalty: 3684.927490
	Iteration 91Q: 3 clusters Score -9512970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9512974.000000 Penalty: 3684.927490
	Iteration 92Q: 3 clusters Score -9512974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9512991.000000 Penalty: 3684.927490
	Iteration 93Q: 3 clusters Score -9512991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9512986.000000 Penalty: 3684.927490
	Iteration 94Q: 3 clusters Score -9512986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9512984.000000 Penalty: 3684.927490
	Iteration 95Q: 3 clusters Score -9512984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9512980.000000 Penalty: 3684.927490
	Iteration 96Q: 3 clusters Score -9512980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9512984.000000 Penalty: 3684.927490
	Iteration 97Q: 3 clusters Score -9512984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9512985.000000 Penalty: 3684.927490
	Iteration 98Q: 3 clusters Score -9512985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9512985.000000 Penalty: 3684.927490
	Iteration 99Q: 3 clusters Score -9512985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9512985.000000 Penalty: 3684.927490
	Iteration 100F: 3 clusters Score -9512985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (132087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132087 members 
Entering Unmasked Estep 
Score: -14876497.000000 Penalty: 1916.072632
	Iteration 0F: 2 clusters Score -1.48765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -14792320.000000 Penalty: 3832.145264
	Iteration 0F: 3 clusters Score -1.479232e+07 nChanged 63288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -14829354.000000 Penalty: 3832.145264
	Iteration 1F: 3 clusters Score -1.482935e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -14830155.000000 Penalty: 3832.145264
	Iteration 2Q: 3 clusters Score -1.483016e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -14831036.000000 Penalty: 3832.145264
	Iteration 3Q: 3 clusters Score -1.483104e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -14832152.000000 Penalty: 3832.145264
	Iteration 4Q: 3 clusters Score -1.483215e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -14833703.000000 Penalty: 3832.145264
	Iteration 5Q: 3 clusters Score -1.48337e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -14835948.000000 Penalty: 3832.145264
	Iteration 6Q: 3 clusters Score -1.483595e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -14839240.000000 Penalty: 3832.145264
	Iteration 7Q: 3 clusters Score -1.483924e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -14844346.000000 Penalty: 3832.145264
	Iteration 8F: 3 clusters Score -1.484435e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -14851255.000000 Penalty: 3832.145264
	Iteration 9F: 3 clusters Score -1.485126e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -14857839.000000 Penalty: 3832.145264
	Iteration 10F: 3 clusters Score -1.485784e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -14860951.000000 Penalty: 3832.145264
	Iteration 11Q: 3 clusters Score -1.486095e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -14862094.000000 Penalty: 3832.145264
	Iteration 12Q: 3 clusters Score -1.486209e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -14862835.000000 Penalty: 3832.145264
	Iteration 13Q: 3 clusters Score -1.486284e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -14863598.000000 Penalty: 3832.145264
	Iteration 14Q: 3 clusters Score -1.48636e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -14864349.000000 Penalty: 3832.145264
	Iteration 15Q: 3 clusters Score -1.486435e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -14865121.000000 Penalty: 3832.145264
	Iteration 16Q: 3 clusters Score -1.486512e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -14865886.000000 Penalty: 3832.145264
	Iteration 17Q: 3 clusters Score -1.486589e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -14866626.000000 Penalty: 3832.145264
	Iteration 18Q: 3 clusters Score -1.486663e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -14867384.000000 Penalty: 3832.145264
	Iteration 19Q: 3 clusters Score -1.486738e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -14868079.000000 Penalty: 3832.145264
	Iteration 20F: 3 clusters Score -1.486808e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -14868964.000000 Penalty: 3832.145264
	Iteration 21Q: 3 clusters Score -1.486896e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -14869718.000000 Penalty: 3832.145264
	Iteration 22Q: 3 clusters Score -1.486972e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -14870331.000000 Penalty: 3832.145264
	Iteration 23Q: 3 clusters Score -1.487033e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 115444 members 
Entering Unmasked Estep 
Score: -14870890.000000 Penalty: 3832.145264
	Iteration 24Q: 3 clusters Score -1.487089e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -14871442.000000 Penalty: 3832.145264
	Iteration 25Q: 3 clusters Score -1.487144e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -14871980.000000 Penalty: 3832.145264
	Iteration 26Q: 3 clusters Score -1.487198e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 121061 members 
Entering Unmasked Estep 
Score: -14872441.000000 Penalty: 3832.145264
	Iteration 27Q: 3 clusters Score -1.487244e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -14872882.000000 Penalty: 3832.145264
	Iteration 28Q: 3 clusters Score -1.487288e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -14873384.000000 Penalty: 3832.145264
	Iteration 29Q: 3 clusters Score -1.487338e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -14873844.000000 Penalty: 3832.145264
	Iteration 30Q: 3 clusters Score -1.487384e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -14874150.000000 Penalty: 3832.145264
	Iteration 31Q: 3 clusters Score -1.487415e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -14874380.000000 Penalty: 3832.145264
	Iteration 32Q: 3 clusters Score -1.487438e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 128116 members 
Entering Unmasked Estep 
Score: -14874574.000000 Penalty: 3832.145264
	Iteration 33Q: 3 clusters Score -1.487457e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -14874796.000000 Penalty: 3832.145264
	Iteration 34Q: 3 clusters Score -1.48748e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -14874878.000000 Penalty: 3832.145264
	Iteration 35Q: 3 clusters Score -1.487488e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -14874968.000000 Penalty: 3832.145264
	Iteration 36Q: 3 clusters Score -1.487497e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -14875026.000000 Penalty: 3832.145264
	Iteration 37Q: 3 clusters Score -1.487503e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -14875060.000000 Penalty: 3832.145264
	Iteration 38Q: 3 clusters Score -1.487506e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 130465 members 
Entering Unmasked Estep 
Score: -14875086.000000 Penalty: 3832.145264
	Iteration 39Q: 3 clusters Score -1.487509e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -14875114.000000 Penalty: 3832.145264
	Iteration 40F: 3 clusters Score -1.487511e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -14875132.000000 Penalty: 3832.145264
	Iteration 41Q: 3 clusters Score -1.487513e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -14875147.000000 Penalty: 3832.145264
	Iteration 42Q: 3 clusters Score -1.487515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -14875173.000000 Penalty: 3832.145264
	Iteration 43Q: 3 clusters Score -1.487517e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 130977 members 
Entering Unmasked Estep 
Score: -14875179.000000 Penalty: 3832.145264
	Iteration 44Q: 3 clusters Score -1.487518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -14875174.000000 Penalty: 3832.145264
	Iteration 45Q: 3 clusters Score -1.487517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -14875176.000000 Penalty: 3832.145264
	Iteration 46Q: 3 clusters Score -1.487518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -14875195.000000 Penalty: 3832.145264
	Iteration 47Q: 3 clusters Score -1.48752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -14875193.000000 Penalty: 3832.145264
	Iteration 48Q: 3 clusters Score -1.487519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 131183 members 
Entering Unmasked Estep 
Score: -14875211.000000 Penalty: 3832.145264
	Iteration 49Q: 3 clusters Score -1.487521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -14875211.000000 Penalty: 3832.145264
	Iteration 50Q: 3 clusters Score -1.487521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -14875203.000000 Penalty: 3832.145264
	Iteration 51Q: 3 clusters Score -1.48752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 131265 members 
Entering Unmasked Estep 
Score: -14875211.000000 Penalty: 3832.145264
	Iteration 52Q: 3 clusters Score -1.487521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 131279 members 
Entering Unmasked Estep 
Score: -14875214.000000 Penalty: 3832.145264
	Iteration 53Q: 3 clusters Score -1.487521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 131294 members 
Entering Unmasked Estep 
Score: -14875203.000000 Penalty: 3832.145264
	Iteration 54Q: 3 clusters Score -1.48752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -14875203.000000 Penalty: 3832.145264
	Iteration 55Q: 3 clusters Score -1.48752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 131315 members 
Entering Unmasked Estep 
Score: -14875203.000000 Penalty: 3832.145264
	Iteration 56Q: 3 clusters Score -1.48752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 131331 members 
Entering Unmasked Estep 
Score: -14875176.000000 Penalty: 3832.145264
	Iteration 57Q: 3 clusters Score -1.487518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -14875174.000000 Penalty: 3832.145264
	Iteration 58Q: 3 clusters Score -1.487517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -14875175.000000 Penalty: 3832.145264
	Iteration 59Q: 3 clusters Score -1.487518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -14875164.000000 Penalty: 3832.145264
	Iteration 60F: 3 clusters Score -1.487516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -14875176.000000 Penalty: 3832.145264
	Iteration 61Q: 3 clusters Score -1.487518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -14875174.000000 Penalty: 3832.145264
	Iteration 62Q: 3 clusters Score -1.487517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -14875170.000000 Penalty: 3832.145264
	Iteration 63Q: 3 clusters Score -1.487517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 131404 members 
Entering Unmasked Estep 
Score: -14875170.000000 Penalty: 3832.145264
	Iteration 64Q: 3 clusters Score -1.487517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 131412 members 
Entering Unmasked Estep 
Score: -14875165.000000 Penalty: 3832.145264
	Iteration 65Q: 3 clusters Score -1.487516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 131422 members 
Entering Unmasked Estep 
Score: -14875165.000000 Penalty: 3832.145264
	Iteration 66Q: 3 clusters Score -1.487516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 131426 members 
Entering Unmasked Estep 
Score: -14875164.000000 Penalty: 3832.145264
	Iteration 67Q: 3 clusters Score -1.487516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -14875165.000000 Penalty: 3832.145264
	Iteration 68Q: 3 clusters Score -1.487516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 131430 members 
Entering Unmasked Estep 
Score: -14875158.000000 Penalty: 3832.145264
	Iteration 69Q: 3 clusters Score -1.487516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -14875166.000000 Penalty: 3832.145264
	Iteration 70Q: 3 clusters Score -1.487517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 131436 members 
Entering Unmasked Estep 
Score: -14875167.000000 Penalty: 3832.145264
	Iteration 71Q: 3 clusters Score -1.487517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -14875179.000000 Penalty: 3832.145264
	Iteration 72Q: 3 clusters Score -1.487518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 131443 members 
Entering Unmasked Estep 
Score: -14875177.000000 Penalty: 3832.145264
	Iteration 73Q: 3 clusters Score -1.487518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -14875177.000000 Penalty: 3832.145264
	Iteration 74Q: 3 clusters Score -1.487518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -14875174.000000 Penalty: 3832.145264
	Iteration 75Q: 3 clusters Score -1.487517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -14875183.000000 Penalty: 3832.145264
	Iteration 76Q: 3 clusters Score -1.487518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -14875178.000000 Penalty: 3832.145264
	Iteration 77Q: 3 clusters Score -1.487518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -14875180.000000 Penalty: 3832.145264
	Iteration 78Q: 3 clusters Score -1.487518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -14875174.000000 Penalty: 3832.145264
	Iteration 79Q: 3 clusters Score -1.487517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -14875178.000000 Penalty: 3832.145264
	Iteration 80F: 3 clusters Score -1.487518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Entering Unmasked Estep 
Score: -986570.500000 Penalty: 1470.938721
	Iteration 0F: 2 clusters Score -986570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -980309.125000 Penalty: 2941.877441
	Iteration 0F: 3 clusters Score -980309.1 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -982263.625000 Penalty: 2941.877441
	Iteration 1F: 3 clusters Score -982263.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -982503.187500 Penalty: 2941.877441
	Iteration 2F: 3 clusters Score -982503.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -982686.000000 Penalty: 2941.877441
	Iteration 3F: 3 clusters Score -982686 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -982843.312500 Penalty: 2941.877441
	Iteration 4Q: 3 clusters Score -982843.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -982993.000000 Penalty: 2941.877441
	Iteration 5Q: 3 clusters Score -982993 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -983117.687500 Penalty: 2941.877441
	Iteration 6Q: 3 clusters Score -983117.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -983235.937500 Penalty: 2941.877441
	Iteration 7Q: 3 clusters Score -983235.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -983366.625000 Penalty: 2941.877441
	Iteration 8Q: 3 clusters Score -983366.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -983495.250000 Penalty: 2941.877441
	Iteration 9Q: 3 clusters Score -983495.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -983617.062500 Penalty: 2941.877441
	Iteration 10Q: 3 clusters Score -983617.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -983748.750000 Penalty: 2941.877441
	Iteration 11Q: 3 clusters Score -983748.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -983892.625000 Penalty: 2941.877441
	Iteration 12Q: 3 clusters Score -983892.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -984044.375000 Penalty: 2941.877441
	Iteration 13Q: 3 clusters Score -984044.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -984183.687500 Penalty: 2941.877441
	Iteration 14Q: 3 clusters Score -984183.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -984304.625000 Penalty: 2941.877441
	Iteration 15Q: 3 clusters Score -984304.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -984405.125000 Penalty: 2941.877441
	Iteration 16Q: 3 clusters Score -984405.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -984487.375000 Penalty: 2941.877441
	Iteration 17Q: 3 clusters Score -984487.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -984546.687500 Penalty: 2941.877441
	Iteration 18Q: 3 clusters Score -984546.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -984591.125000 Penalty: 2941.877441
	Iteration 19Q: 3 clusters Score -984591.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -984620.750000 Penalty: 2941.877441
	Iteration 20F: 3 clusters Score -984620.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -984643.125000 Penalty: 2941.877441
	Iteration 21Q: 3 clusters Score -984643.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -984660.375000 Penalty: 2941.877441
	Iteration 22Q: 3 clusters Score -984660.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -984670.000000 Penalty: 2941.877441
	Iteration 23Q: 3 clusters Score -984670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -984679.875000 Penalty: 2941.877441
	Iteration 24Q: 3 clusters Score -984679.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -984685.812500 Penalty: 2941.877441
	Iteration 25Q: 3 clusters Score -984685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -984692.937500 Penalty: 2941.877441
	Iteration 26Q: 3 clusters Score -984692.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -984699.500000 Penalty: 2941.877441
	Iteration 27Q: 3 clusters Score -984699.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -984701.375000 Penalty: 2941.877441
	Iteration 28Q: 3 clusters Score -984701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -984706.125000 Penalty: 2941.877441
	Iteration 29Q: 3 clusters Score -984706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -984711.250000 Penalty: 2941.877441
	Iteration 30Q: 3 clusters Score -984711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -984713.875000 Penalty: 2941.877441
	Iteration 31Q: 3 clusters Score -984713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -984714.062500 Penalty: 2941.877441
	Iteration 32Q: 3 clusters Score -984714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -984714.125000 Penalty: 2941.877441
	Iteration 33Q: 3 clusters Score -984714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -984714.812500 Penalty: 2941.877441
	Iteration 34Q: 3 clusters Score -984714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -984713.937500 Penalty: 2941.877441
	Iteration 35Q: 3 clusters Score -984713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -984713.000000 Penalty: 2941.877441
	Iteration 36Q: 3 clusters Score -984713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -984712.125000 Penalty: 2941.877441
	Iteration 37Q: 3 clusters Score -984712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -984715.125000 Penalty: 2941.877441
	Iteration 38Q: 3 clusters Score -984715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -984715.687500 Penalty: 2941.877441
	Iteration 39Q: 3 clusters Score -984715.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -984717.250000 Penalty: 2941.877441
	Iteration 40F: 3 clusters Score -984717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -984718.375000 Penalty: 2941.877441
	Iteration 41Q: 3 clusters Score -984718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -984718.125000 Penalty: 2941.877441
	Iteration 42Q: 3 clusters Score -984718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -984718.625000 Penalty: 2941.877441
	Iteration 43Q: 3 clusters Score -984718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -984717.812500 Penalty: 2941.877441
	Iteration 44Q: 3 clusters Score -984717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -984718.437500 Penalty: 2941.877441
	Iteration 45Q: 3 clusters Score -984718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -984720.000000 Penalty: 2941.877441
	Iteration 46Q: 3 clusters Score -984720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -984719.250000 Penalty: 2941.877441
	Iteration 47Q: 3 clusters Score -984719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -984718.062500 Penalty: 2941.877441
	Iteration 48Q: 3 clusters Score -984718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -984720.500000 Penalty: 2941.877441
	Iteration 49Q: 3 clusters Score -984720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -984720.125000 Penalty: 2941.877441
	Iteration 50Q: 3 clusters Score -984720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -984719.875000 Penalty: 2941.877441
	Iteration 51Q: 3 clusters Score -984719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -984720.437500 Penalty: 2941.877441
	Iteration 52Q: 3 clusters Score -984720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -984720.437500 Penalty: 2941.877441
	Iteration 53F: 3 clusters Score -984720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -67471.929688 Penalty: 1060.793213
	Iteration 0F: 2 clusters Score -67471.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66418.421875 Penalty: 2121.586426
	Iteration 0F: 3 clusters Score -66418.42 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66968.156250 Penalty: 2121.586426
	Iteration 1F: 3 clusters Score -66968.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -67509.171875 Penalty: 2121.586426
	Iteration 2F: 3 clusters Score -67509.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -67782.390625 Penalty: 2121.586426
	Iteration 3F: 3 clusters Score -67782.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -67860.492188 Penalty: 2121.586426
	Iteration 4Q: 3 clusters Score -67860.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -67877.835938 Penalty: 2121.586426
	Iteration 5Q: 3 clusters Score -67877.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -67879.523438 Penalty: 2121.586426
	Iteration 6Q: 3 clusters Score -67879.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -67879.523438 Penalty: 2121.586426
	Iteration 7F: 3 clusters Score -67879.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 51709 members 
Mstep: Class 6 contains 100 members 
Mstep: Class 7 contains 72232 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 103991 members 
Mstep: Class 13 contains 83972 members 
Mstep: Class 14 contains 132087 members 
Mstep: Class 15 contains 8535 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 18 contains 88427 members 
Mstep: Class 19 contains 5043 members 
Entering Unmasked Estep 
Score: -64735816.000000 Penalty: 32370.763672
Splitting cluster 16 changes total score from -64736504.000000 to -64735816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (88427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Entering Unmasked Estep 
Score: -9878955.000000 Penalty: 1850.864014
	Iteration 0F: 2 clusters Score -9878955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9819989.000000 Penalty: 3701.728027
	Iteration 0F: 3 clusters Score -9819989 nChanged 41981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -9843902.000000 Penalty: 3701.728027
	Iteration 1F: 3 clusters Score -9843902 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -9844802.000000 Penalty: 3701.728027
	Iteration 2Q: 3 clusters Score -9844802 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -9846230.000000 Penalty: 3701.728027
	Iteration 3Q: 3 clusters Score -9846230 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9848446.000000 Penalty: 3701.728027
	Iteration 4F: 3 clusters Score -9848446 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -9852225.000000 Penalty: 3701.728027
	Iteration 5F: 3 clusters Score -9852225 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -9857791.000000 Penalty: 3701.728027
	Iteration 6F: 3 clusters Score -9857791 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -9864198.000000 Penalty: 3701.728027
	Iteration 7F: 3 clusters Score -9864198 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -9869582.000000 Penalty: 3701.728027
	Iteration 8F: 3 clusters Score -9869582 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -9873005.000000 Penalty: 3701.728027
	Iteration 9Q: 3 clusters Score -9873005 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -9874699.000000 Penalty: 3701.728027
	Iteration 10Q: 3 clusters Score -9874699 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -9875517.000000 Penalty: 3701.728027
	Iteration 11Q: 3 clusters Score -9875517 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -9875957.000000 Penalty: 3701.728027
	Iteration 12Q: 3 clusters Score -9875957 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -9876188.000000 Penalty: 3701.728027
	Iteration 13Q: 3 clusters Score -9876188 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -9876370.000000 Penalty: 3701.728027
	Iteration 14Q: 3 clusters Score -9876370 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -9876543.000000 Penalty: 3701.728027
	Iteration 15Q: 3 clusters Score -9876543 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -9876647.000000 Penalty: 3701.728027
	Iteration 16Q: 3 clusters Score -9876647 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -9876738.000000 Penalty: 3701.728027
	Iteration 17Q: 3 clusters Score -9876738 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -9876794.000000 Penalty: 3701.728027
	Iteration 18Q: 3 clusters Score -9876794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -9876873.000000 Penalty: 3701.728027
	Iteration 19Q: 3 clusters Score -9876873 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -9876920.000000 Penalty: 3701.728027
	Iteration 20F: 3 clusters Score -9876920 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -9876941.000000 Penalty: 3701.728027
	Iteration 21Q: 3 clusters Score -9876941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -9876979.000000 Penalty: 3701.728027
	Iteration 22Q: 3 clusters Score -9876979 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -9876981.000000 Penalty: 3701.728027
	Iteration 23Q: 3 clusters Score -9876981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -9876994.000000 Penalty: 3701.728027
	Iteration 24Q: 3 clusters Score -9876994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -9876994.000000 Penalty: 3701.728027
	Iteration 25Q: 3 clusters Score -9876994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -9877019.000000 Penalty: 3701.728027
	Iteration 26Q: 3 clusters Score -9877019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -9877061.000000 Penalty: 3701.728027
	Iteration 27Q: 3 clusters Score -9877061 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -9877045.000000 Penalty: 3701.728027
	Iteration 28Q: 3 clusters Score -9877045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -9877096.000000 Penalty: 3701.728027
	Iteration 29Q: 3 clusters Score -9877096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -9877099.000000 Penalty: 3701.728027
	Iteration 30Q: 3 clusters Score -9877099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -9877152.000000 Penalty: 3701.728027
	Iteration 31Q: 3 clusters Score -9877152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -9877163.000000 Penalty: 3701.728027
	Iteration 32Q: 3 clusters Score -9877163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -9877190.000000 Penalty: 3701.728027
	Iteration 33Q: 3 clusters Score -9877190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -9877214.000000 Penalty: 3701.728027
	Iteration 34Q: 3 clusters Score -9877214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -9877229.000000 Penalty: 3701.728027
	Iteration 35Q: 3 clusters Score -9877229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -9877252.000000 Penalty: 3701.728027
	Iteration 36Q: 3 clusters Score -9877252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -9877265.000000 Penalty: 3701.728027
	Iteration 37Q: 3 clusters Score -9877265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -9877271.000000 Penalty: 3701.728027
	Iteration 38Q: 3 clusters Score -9877271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -9877286.000000 Penalty: 3701.728027
	Iteration 39Q: 3 clusters Score -9877286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -9877301.000000 Penalty: 3701.728027
	Iteration 40F: 3 clusters Score -9877301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -9877307.000000 Penalty: 3701.728027
	Iteration 41Q: 3 clusters Score -9877307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -9877321.000000 Penalty: 3701.728027
	Iteration 42Q: 3 clusters Score -9877321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -9877320.000000 Penalty: 3701.728027
	Iteration 43Q: 3 clusters Score -9877320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -9877338.000000 Penalty: 3701.728027
	Iteration 44Q: 3 clusters Score -9877338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -9877345.000000 Penalty: 3701.728027
	Iteration 45Q: 3 clusters Score -9877345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -9877343.000000 Penalty: 3701.728027
	Iteration 46Q: 3 clusters Score -9877343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -9877344.000000 Penalty: 3701.728027
	Iteration 47Q: 3 clusters Score -9877344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -9877359.000000 Penalty: 3701.728027
	Iteration 48Q: 3 clusters Score -9877359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -9877357.000000 Penalty: 3701.728027
	Iteration 49Q: 3 clusters Score -9877357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -9877358.000000 Penalty: 3701.728027
	Iteration 50Q: 3 clusters Score -9877358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -9877363.000000 Penalty: 3701.728027
	Iteration 51Q: 3 clusters Score -9877363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -9877360.000000 Penalty: 3701.728027
	Iteration 52Q: 3 clusters Score -9877360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -9877365.000000 Penalty: 3701.728027
	Iteration 53Q: 3 clusters Score -9877365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -9877359.000000 Penalty: 3701.728027
	Iteration 54Q: 3 clusters Score -9877359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -9877383.000000 Penalty: 3701.728027
	Iteration 55Q: 3 clusters Score -9877383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -9877384.000000 Penalty: 3701.728027
	Iteration 56Q: 3 clusters Score -9877384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -9877394.000000 Penalty: 3701.728027
	Iteration 57Q: 3 clusters Score -9877394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -9877407.000000 Penalty: 3701.728027
	Iteration 58Q: 3 clusters Score -9877407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -9877440.000000 Penalty: 3701.728027
	Iteration 59Q: 3 clusters Score -9877440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -9877426.000000 Penalty: 3701.728027
	Iteration 60F: 3 clusters Score -9877426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -9877412.000000 Penalty: 3701.728027
	Iteration 61Q: 3 clusters Score -9877412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -9877409.000000 Penalty: 3701.728027
	Iteration 62Q: 3 clusters Score -9877409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -9877417.000000 Penalty: 3701.728027
	Iteration 63Q: 3 clusters Score -9877417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -9877417.000000 Penalty: 3701.728027
	Iteration 64Q: 3 clusters Score -9877417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -9877418.000000 Penalty: 3701.728027
	Iteration 65Q: 3 clusters Score -9877418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -9877416.000000 Penalty: 3701.728027
	Iteration 66Q: 3 clusters Score -9877416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -9877431.000000 Penalty: 3701.728027
	Iteration 67Q: 3 clusters Score -9877431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -9877437.000000 Penalty: 3701.728027
	Iteration 68Q: 3 clusters Score -9877437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -9877441.000000 Penalty: 3701.728027
	Iteration 69Q: 3 clusters Score -9877441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -9877446.000000 Penalty: 3701.728027
	Iteration 70Q: 3 clusters Score -9877446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -9877445.000000 Penalty: 3701.728027
	Iteration 71Q: 3 clusters Score -9877445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 72Q: 3 clusters Score -9877448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -9877447.000000 Penalty: 3701.728027
	Iteration 73Q: 3 clusters Score -9877447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -9877447.000000 Penalty: 3701.728027
	Iteration 74Q: 3 clusters Score -9877447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -9877444.000000 Penalty: 3701.728027
	Iteration 75Q: 3 clusters Score -9877444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -9877453.000000 Penalty: 3701.728027
	Iteration 76Q: 3 clusters Score -9877453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -9877451.000000 Penalty: 3701.728027
	Iteration 77Q: 3 clusters Score -9877451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -9877455.000000 Penalty: 3701.728027
	Iteration 78Q: 3 clusters Score -9877455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -9877449.000000 Penalty: 3701.728027
	Iteration 79Q: 3 clusters Score -9877449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -9877454.000000 Penalty: 3701.728027
	Iteration 80F: 3 clusters Score -9877454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -9877452.000000 Penalty: 3701.728027
	Iteration 81Q: 3 clusters Score -9877452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -9877449.000000 Penalty: 3701.728027
	Iteration 82Q: 3 clusters Score -9877449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -9877449.000000 Penalty: 3701.728027
	Iteration 83Q: 3 clusters Score -9877449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 84Q: 3 clusters Score -9877448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 85Q: 3 clusters Score -9877448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -9877438.000000 Penalty: 3701.728027
	Iteration 86Q: 3 clusters Score -9877438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -9877433.000000 Penalty: 3701.728027
	Iteration 87Q: 3 clusters Score -9877433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -9877431.000000 Penalty: 3701.728027
	Iteration 88Q: 3 clusters Score -9877431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -9877445.000000 Penalty: 3701.728027
	Iteration 89Q: 3 clusters Score -9877445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -9877445.000000 Penalty: 3701.728027
	Iteration 90Q: 3 clusters Score -9877445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 91Q: 3 clusters Score -9877448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -9877442.000000 Penalty: 3701.728027
	Iteration 92Q: 3 clusters Score -9877442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -9877449.000000 Penalty: 3701.728027
	Iteration 93Q: 3 clusters Score -9877449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 94Q: 3 clusters Score -9877448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -9877448.000000 Penalty: 3701.728027
	Iteration 95F: 3 clusters Score -9877448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -587258.250000 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -587258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -583220.562500 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -583220.6 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -584273.250000 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -584273.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -584445.250000 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -584445.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -584575.625000 Penalty: 2770.871094
	Iteration 3F: 3 clusters Score -584575.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -584671.375000 Penalty: 2770.871094
	Iteration 4Q: 3 clusters Score -584671.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -584741.562500 Penalty: 2770.871094
	Iteration 5Q: 3 clusters Score -584741.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -584808.312500 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -584808.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -584876.937500 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -584876.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -584954.000000 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -584954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -585036.562500 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -585036.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -585137.187500 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -585137.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -585251.500000 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -585251.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -585364.062500 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -585364.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -585473.125000 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -585473.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -585574.000000 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -585574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -585656.812500 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -585656.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -585735.562500 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -585735.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -585794.625000 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -585794.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -585846.312500 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -585846.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -585891.625000 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -585891.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -585924.687500 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -585924.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -585945.937500 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -585945.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -585970.250000 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -585970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -585990.750000 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -585990.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -586005.062500 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -586005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -586016.375000 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -586016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -586020.000000 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -586020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -586021.437500 Penalty: 2770.871094
	Iteration 27Q: 3 clusters Score -586021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -586021.687500 Penalty: 2770.871094
	Iteration 28Q: 3 clusters Score -586021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -586021.687500 Penalty: 2770.871094
	Iteration 29F: 3 clusters Score -586021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 3568 members 
Mstep: Class 5 contains 51709 members 
Mstep: Class 7 contains 72232 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 103991 members 
Mstep: Class 13 contains 83972 members 
Mstep: Class 14 contains 132087 members 
Mstep: Class 15 contains 8535 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 18 contains 88427 members 
Mstep: Class 19 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736512.000000 Penalty: 30212.712891
Iteration 79Q: 15 clusters Score -6.473651e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 51596 members 
Mstep: Class 7 contains 72218 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 104017 members 
Mstep: Class 13 contains 84144 members 
Mstep: Class 14 contains 132083 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 18 contains 88463 members 
Mstep: Class 19 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736932.000000 Penalty: 30212.712891
Iteration 80F: 15 clusters Score -6.473693e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 3521 members 
Mstep: Class 5 contains 51481 members 
Mstep: Class 7 contains 72211 members 
Mstep: Class 9 contains 4628 members 
Mstep: Class 10 contains 104018 members 
Mstep: Class 13 contains 84326 members 
Mstep: Class 14 contains 132073 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 675 members 
Mstep: Class 18 contains 88500 members 
Mstep: Class 19 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736940.000000 Penalty: 30212.712891
Iteration 81Q: 15 clusters Score -6.473694e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 10912 members 
Mstep: Class 3 contains 14314 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 51334 members 
Mstep: Class 7 contains 72208 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 104028 members 
Mstep: Class 13 contains 84517 members 
Mstep: Class 14 contains 132094 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 18 contains 88536 members 
Mstep: Class 19 contains 5092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737168.000000 Penalty: 30212.712891
Iteration 82Q: 15 clusters Score -6.473717e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 51197 members 
Mstep: Class 7 contains 72197 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 104052 members 
Mstep: Class 13 contains 84679 members 
Mstep: Class 14 contains 132124 members 
Mstep: Class 15 contains 8675 members 
Mstep: Class 16 contains 565 members 
Mstep: Class 18 contains 88569 members 
Mstep: Class 19 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737244.000000 Penalty: 30212.712891
Iteration 83Q: 15 clusters Score -6.473724e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10932 members 
Mstep: Class 3 contains 14103 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 51000 members 
Mstep: Class 7 contains 72177 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 104092 members 
Mstep: Class 13 contains 84844 members 
Mstep: Class 14 contains 132172 members 
Mstep: Class 15 contains 8709 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 18 contains 88616 members 
Mstep: Class 19 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737368.000000 Penalty: 30212.712891
Iteration 84Q: 15 clusters Score -6.473737e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 50807 members 
Mstep: Class 7 contains 72169 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 104120 members 
Mstep: Class 13 contains 85029 members 
Mstep: Class 14 contains 132210 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 16 contains 509 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737340.000000 Penalty: 30212.712891
Iteration 85Q: 15 clusters Score -6.473734e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 13913 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 50621 members 
Mstep: Class 7 contains 72154 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 104146 members 
Mstep: Class 13 contains 85202 members 
Mstep: Class 14 contains 132255 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 486 members 
Mstep: Class 18 contains 88673 members 
Mstep: Class 19 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737492.000000 Penalty: 30212.712891
Iteration 86Q: 15 clusters Score -6.473749e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10960 members 
Mstep: Class 3 contains 13815 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 50453 members 
Mstep: Class 7 contains 72140 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 104176 members 
Mstep: Class 13 contains 85361 members 
Mstep: Class 14 contains 132312 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 18 contains 88696 members 
Mstep: Class 19 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737404.000000 Penalty: 30212.712891
Iteration 87Q: 15 clusters Score -6.47374e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10965 members 
Mstep: Class 3 contains 13695 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 7 contains 72132 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 104209 members 
Mstep: Class 13 contains 85498 members 
Mstep: Class 14 contains 132407 members 
Mstep: Class 15 contains 8804 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 18 contains 88717 members 
Mstep: Class 19 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737424.000000 Penalty: 30212.712891
Iteration 88Q: 15 clusters Score -6.473742e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10967 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 50111 members 
Mstep: Class 7 contains 72121 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 104250 members 
Mstep: Class 13 contains 85679 members 
Mstep: Class 14 contains 132459 members 
Mstep: Class 15 contains 8834 members 
Mstep: Class 16 contains 444 members 
Mstep: Class 18 contains 88729 members 
Mstep: Class 19 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737368.000000 Penalty: 30212.712891
Iteration 89Q: 15 clusters Score -6.473737e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10968 members 
Mstep: Class 3 contains 13445 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 49943 members 
Mstep: Class 7 contains 72111 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 104266 members 
Mstep: Class 13 contains 85866 members 
Mstep: Class 14 contains 132527 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 439 members 
Mstep: Class 18 contains 88745 members 
Mstep: Class 19 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737448.000000 Penalty: 30212.712891
Iteration 90Q: 15 clusters Score -6.473745e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10969 members 
Mstep: Class 3 contains 13306 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 7 contains 72106 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 104290 members 
Mstep: Class 13 contains 86014 members 
Mstep: Class 14 contains 132608 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 18 contains 88760 members 
Mstep: Class 19 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737504.000000 Penalty: 30212.712891
Iteration 91Q: 15 clusters Score -6.47375e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10971 members 
Mstep: Class 3 contains 13159 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 49638 members 
Mstep: Class 7 contains 72096 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 104328 members 
Mstep: Class 13 contains 86146 members 
Mstep: Class 14 contains 132694 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 18 contains 88769 members 
Mstep: Class 19 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737688.000000 Penalty: 30212.712891
Iteration 92Q: 15 clusters Score -6.473769e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10971 members 
Mstep: Class 3 contains 13010 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 49491 members 
Mstep: Class 7 contains 72079 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 104361 members 
Mstep: Class 13 contains 86289 members 
Mstep: Class 14 contains 132793 members 
Mstep: Class 15 contains 8931 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 18 contains 88775 members 
Mstep: Class 19 contains 5249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737640.000000 Penalty: 30212.712891
Iteration 93Q: 15 clusters Score -6.473764e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10976 members 
Mstep: Class 3 contains 12857 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 49371 members 
Mstep: Class 7 contains 72076 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 104393 members 
Mstep: Class 13 contains 86442 members 
Mstep: Class 14 contains 132832 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 424 members 
Mstep: Class 18 contains 88782 members 
Mstep: Class 19 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737744.000000 Penalty: 30212.712891
Iteration 94Q: 15 clusters Score -6.473774e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 12712 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 49282 members 
Mstep: Class 7 contains 72069 members 
Mstep: Class 9 contains 4562 members 
Mstep: Class 10 contains 104429 members 
Mstep: Class 13 contains 86551 members 
Mstep: Class 14 contains 132888 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 416 members 
Mstep: Class 18 contains 88787 members 
Mstep: Class 19 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737792.000000 Penalty: 30212.712891
Iteration 95Q: 15 clusters Score -6.473779e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 12592 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 49168 members 
Mstep: Class 7 contains 72057 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 104466 members 
Mstep: Class 13 contains 86653 members 
Mstep: Class 14 contains 132960 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 18 contains 88791 members 
Mstep: Class 19 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737808.000000 Penalty: 30212.712891
Iteration 96Q: 15 clusters Score -6.473781e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10977 members 
Mstep: Class 3 contains 12486 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 49050 members 
Mstep: Class 7 contains 72044 members 
Mstep: Class 9 contains 4557 members 
Mstep: Class 10 contains 104497 members 
Mstep: Class 13 contains 86753 members 
Mstep: Class 14 contains 133038 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 18 contains 88798 members 
Mstep: Class 19 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737892.000000 Penalty: 30212.712891
Iteration 97Q: 15 clusters Score -6.473789e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10980 members 
Mstep: Class 3 contains 12355 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 48983 members 
Mstep: Class 7 contains 72033 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 104531 members 
Mstep: Class 13 contains 86836 members 
Mstep: Class 14 contains 133076 members 
Mstep: Class 15 contains 9088 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 18 contains 88808 members 
Mstep: Class 19 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738032.000000 Penalty: 30212.712891
Iteration 98Q: 15 clusters Score -6.473803e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 12232 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 48922 members 
Mstep: Class 7 contains 72025 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 104535 members 
Mstep: Class 13 contains 86922 members 
Mstep: Class 14 contains 133128 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 18 contains 88812 members 
Mstep: Class 19 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738020.000000 Penalty: 30212.712891
Iteration 99Q: 15 clusters Score -6.473802e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 12128 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 48817 members 
Mstep: Class 7 contains 72013 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 104547 members 
Mstep: Class 13 contains 87035 members 
Mstep: Class 14 contains 133183 members 
Mstep: Class 15 contains 9132 members 
Mstep: Class 16 contains 364 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738420.000000 Penalty: 30212.712891
Iteration 100F: 15 clusters Score -6.473842e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 48707 members 
Mstep: Class 7 contains 71995 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 104558 members 
Mstep: Class 13 contains 87130 members 
Mstep: Class 14 contains 133243 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738856.000000 Penalty: 30212.712891
Iteration 101Q: 15 clusters Score -6.473886e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10988 members 
Mstep: Class 3 contains 11957 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 48618 members 
Mstep: Class 7 contains 71981 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 104559 members 
Mstep: Class 13 contains 87228 members 
Mstep: Class 14 contains 133302 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 332 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738968.000000 Penalty: 30212.712891
Iteration 102Q: 15 clusters Score -6.473897e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 11881 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 48522 members 
Mstep: Class 7 contains 71967 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 104559 members 
Mstep: Class 13 contains 87344 members 
Mstep: Class 14 contains 133341 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739016.000000 Penalty: 30212.712891
Iteration 103Q: 15 clusters Score -6.473902e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10989 members 
Mstep: Class 3 contains 11784 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 48431 members 
Mstep: Class 7 contains 71958 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 104558 members 
Mstep: Class 13 contains 87457 members 
Mstep: Class 14 contains 133380 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739056.000000 Penalty: 30212.712891
Iteration 104Q: 15 clusters Score -6.473906e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10984 members 
Mstep: Class 3 contains 11665 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 48341 members 
Mstep: Class 7 contains 71943 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 104547 members 
Mstep: Class 13 contains 87585 members 
Mstep: Class 14 contains 133418 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 248 members 
Mstep: Class 18 contains 88836 members 
Mstep: Class 19 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739112.000000 Penalty: 30212.712891
Iteration 105Q: 15 clusters Score -6.473911e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10981 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 48273 members 
Mstep: Class 7 contains 71919 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 104526 members 
Mstep: Class 13 contains 87699 members 
Mstep: Class 14 contains 133475 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739148.000000 Penalty: 30212.712891
Iteration 106Q: 15 clusters Score -6.473915e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10978 members 
Mstep: Class 3 contains 11380 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 48178 members 
Mstep: Class 7 contains 71903 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 104522 members 
Mstep: Class 13 contains 87832 members 
Mstep: Class 14 contains 133524 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 239 members 
Mstep: Class 18 contains 88829 members 
Mstep: Class 19 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739124.000000 Penalty: 30212.712891
Iteration 107Q: 15 clusters Score -6.473912e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10973 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 48087 members 
Mstep: Class 7 contains 71884 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 104517 members 
Mstep: Class 13 contains 87976 members 
Mstep: Class 14 contains 133560 members 
Mstep: Class 15 contains 9409 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 18 contains 88829 members 
Mstep: Class 19 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739148.000000 Penalty: 30212.712891
Iteration 108Q: 15 clusters Score -6.473915e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10963 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 47991 members 
Mstep: Class 7 contains 71868 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 104505 members 
Mstep: Class 13 contains 88113 members 
Mstep: Class 14 contains 133590 members 
Mstep: Class 15 contains 9452 members 
Mstep: Class 16 contains 238 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739128.000000 Penalty: 30212.712891
Iteration 109Q: 15 clusters Score -6.473913e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10957 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 47893 members 
Mstep: Class 7 contains 71851 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 104480 members 
Mstep: Class 13 contains 88258 members 
Mstep: Class 14 contains 133615 members 
Mstep: Class 15 contains 9496 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 18 contains 88842 members 
Mstep: Class 19 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739204.000000 Penalty: 30212.712891
Iteration 110Q: 15 clusters Score -6.47392e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10958 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 47790 members 
Mstep: Class 7 contains 71831 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 104460 members 
Mstep: Class 13 contains 88398 members 
Mstep: Class 14 contains 133613 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 18 contains 88851 members 
Mstep: Class 19 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739160.000000 Penalty: 30212.712891
Iteration 111Q: 15 clusters Score -6.473916e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 10955 members 
Mstep: Class 3 contains 10753 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 47664 members 
Mstep: Class 7 contains 71814 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 104434 members 
Mstep: Class 13 contains 88540 members 
Mstep: Class 14 contains 133622 members 
Mstep: Class 15 contains 9604 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 18 contains 88851 members 
Mstep: Class 19 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739192.000000 Penalty: 30212.712891
Iteration 112Q: 15 clusters Score -6.473919e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 10640 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 47575 members 
Mstep: Class 7 contains 71802 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 104437 members 
Mstep: Class 13 contains 88634 members 
Mstep: Class 14 contains 133628 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 18 contains 88849 members 
Mstep: Class 19 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739156.000000 Penalty: 30212.712891
Iteration 113Q: 15 clusters Score -6.473916e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10953 members 
Mstep: Class 3 contains 10523 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 47469 members 
Mstep: Class 7 contains 71779 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 104435 members 
Mstep: Class 13 contains 88737 members 
Mstep: Class 14 contains 133636 members 
Mstep: Class 15 contains 9718 members 
Mstep: Class 16 contains 237 members 
Mstep: Class 18 contains 88847 members 
Mstep: Class 19 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739100.000000 Penalty: 30212.712891
Iteration 114Q: 15 clusters Score -6.47391e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10953 members 
Mstep: Class 3 contains 10423 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 5 contains 47330 members 
Mstep: Class 7 contains 71764 members 
Mstep: Class 9 contains 4520 members 
Mstep: Class 10 contains 104433 members 
Mstep: Class 13 contains 88844 members 
Mstep: Class 14 contains 133648 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 18 contains 88845 members 
Mstep: Class 19 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739284.000000 Penalty: 30212.712891
Iteration 115Q: 15 clusters Score -6.473928e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10947 members 
Mstep: Class 3 contains 10337 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 47193 members 
Mstep: Class 7 contains 71747 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 104450 members 
Mstep: Class 13 contains 88955 members 
Mstep: Class 14 contains 133649 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 18 contains 88852 members 
Mstep: Class 19 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739368.000000 Penalty: 30212.712891
Iteration 116Q: 15 clusters Score -6.473937e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 3 contains 10258 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 47076 members 
Mstep: Class 7 contains 71734 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 104460 members 
Mstep: Class 13 contains 89044 members 
Mstep: Class 14 contains 133648 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 18 contains 88858 members 
Mstep: Class 19 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739368.000000 Penalty: 30212.712891
Iteration 117Q: 15 clusters Score -6.473937e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10937 members 
Mstep: Class 3 contains 10183 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 46948 members 
Mstep: Class 7 contains 71711 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 104466 members 
Mstep: Class 13 contains 89158 members 
Mstep: Class 14 contains 133646 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 235 members 
Mstep: Class 18 contains 88858 members 
Mstep: Class 19 contains 6331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739468.000000 Penalty: 30212.712891
Iteration 118Q: 15 clusters Score -6.473947e+07 nChanged 663
Entering ConstructFrom: 
Score: -64739468.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Entering Unmasked Estep 
Score: -603472.750000 Penalty: 1391.941406
	Iteration 0F: 2 clusters Score -603472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -599325.062500 Penalty: 2783.882812
	Iteration 0F: 3 clusters Score -599325.1 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -600553.812500 Penalty: 2783.882812
	Iteration 1F: 3 clusters Score -600553.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -600744.312500 Penalty: 2783.882812
	Iteration 2F: 3 clusters Score -600744.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -600888.625000 Penalty: 2783.882812
	Iteration 3F: 3 clusters Score -600888.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -601018.250000 Penalty: 2783.882812
	Iteration 4Q: 3 clusters Score -601018.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -601146.812500 Penalty: 2783.882812
	Iteration 5Q: 3 clusters Score -601146.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -601258.312500 Penalty: 2783.882812
	Iteration 6Q: 3 clusters Score -601258.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -601360.437500 Penalty: 2783.882812
	Iteration 7Q: 3 clusters Score -601360.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -601466.812500 Penalty: 2783.882812
	Iteration 8Q: 3 clusters Score -601466.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -601580.000000 Penalty: 2783.882812
	Iteration 9Q: 3 clusters Score -601580 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -601703.312500 Penalty: 2783.882812
	Iteration 10Q: 3 clusters Score -601703.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -601809.437500 Penalty: 2783.882812
	Iteration 11Q: 3 clusters Score -601809.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -601920.750000 Penalty: 2783.882812
	Iteration 12Q: 3 clusters Score -601920.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -602009.437500 Penalty: 2783.882812
	Iteration 13Q: 3 clusters Score -602009.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -602087.125000 Penalty: 2783.882812
	Iteration 14Q: 3 clusters Score -602087.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -602141.500000 Penalty: 2783.882812
	Iteration 15Q: 3 clusters Score -602141.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -602172.500000 Penalty: 2783.882812
	Iteration 16Q: 3 clusters Score -602172.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -602192.750000 Penalty: 2783.882812
	Iteration 17Q: 3 clusters Score -602192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -602206.937500 Penalty: 2783.882812
	Iteration 18Q: 3 clusters Score -602206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -602215.000000 Penalty: 2783.882812
	Iteration 19Q: 3 clusters Score -602215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -602220.187500 Penalty: 2783.882812
	Iteration 20F: 3 clusters Score -602220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -602227.125000 Penalty: 2783.882812
	Iteration 21Q: 3 clusters Score -602227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -602238.687500 Penalty: 2783.882812
	Iteration 22Q: 3 clusters Score -602238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -602246.000000 Penalty: 2783.882812
	Iteration 23Q: 3 clusters Score -602246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -602250.562500 Penalty: 2783.882812
	Iteration 24Q: 3 clusters Score -602250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -602257.437500 Penalty: 2783.882812
	Iteration 25Q: 3 clusters Score -602257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -602262.437500 Penalty: 2783.882812
	Iteration 26Q: 3 clusters Score -602262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -602263.250000 Penalty: 2783.882812
	Iteration 27Q: 3 clusters Score -602263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -602267.875000 Penalty: 2783.882812
	Iteration 28Q: 3 clusters Score -602267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -602276.000000 Penalty: 2783.882812
	Iteration 29Q: 3 clusters Score -602276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -602279.625000 Penalty: 2783.882812
	Iteration 30Q: 3 clusters Score -602279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -602281.000000 Penalty: 2783.882812
	Iteration 31Q: 3 clusters Score -602281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -602281.000000 Penalty: 2783.882812
	Iteration 32F: 3 clusters Score -602281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Entering Unmasked Estep 
Score: -1249166.000000 Penalty: 1511.130859
	Iteration 0F: 2 clusters Score -1249166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1241425.750000 Penalty: 3022.261719
	Iteration 0F: 3 clusters Score -1241426 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1243916.500000 Penalty: 3022.261719
	Iteration 1F: 3 clusters Score -1243916 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1244163.375000 Penalty: 3022.261719
	Iteration 2F: 3 clusters Score -1244163 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1244341.500000 Penalty: 3022.261719
	Iteration 3Q: 3 clusters Score -1244342 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1244516.125000 Penalty: 3022.261719
	Iteration 4Q: 3 clusters Score -1244516 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1244721.000000 Penalty: 3022.261719
	Iteration 5Q: 3 clusters Score -1244721 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1244953.625000 Penalty: 3022.261719
	Iteration 6Q: 3 clusters Score -1244954 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1245247.500000 Penalty: 3022.261719
	Iteration 7Q: 3 clusters Score -1245248 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1245655.500000 Penalty: 3022.261719
	Iteration 8F: 3 clusters Score -1245656 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1246176.875000 Penalty: 3022.261719
	Iteration 9F: 3 clusters Score -1246177 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1246746.375000 Penalty: 3022.261719
	Iteration 10F: 3 clusters Score -1246746 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1247211.500000 Penalty: 3022.261719
	Iteration 11Q: 3 clusters Score -1247212 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1247500.250000 Penalty: 3022.261719
	Iteration 12Q: 3 clusters Score -1247500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1247655.375000 Penalty: 3022.261719
	Iteration 13Q: 3 clusters Score -1247655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1247746.000000 Penalty: 3022.261719
	Iteration 14Q: 3 clusters Score -1247746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1247793.375000 Penalty: 3022.261719
	Iteration 15Q: 3 clusters Score -1247793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1247822.500000 Penalty: 3022.261719
	Iteration 16Q: 3 clusters Score -1247822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1247840.250000 Penalty: 3022.261719
	Iteration 17Q: 3 clusters Score -1247840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1247845.500000 Penalty: 3022.261719
	Iteration 18Q: 3 clusters Score -1247846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1247847.750000 Penalty: 3022.261719
	Iteration 19Q: 3 clusters Score -1247848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1247851.875000 Penalty: 3022.261719
	Iteration 20F: 3 clusters Score -1247852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -1093687.500000 Penalty: 1498.506226
	Iteration 0F: 2 clusters Score -1093688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1086429.500000 Penalty: 2997.012451
	Iteration 0F: 3 clusters Score -1086430 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1089047.250000 Penalty: 2997.012451
	Iteration 1F: 3 clusters Score -1089047 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1089687.250000 Penalty: 2997.012451
	Iteration 2F: 3 clusters Score -1089687 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1090425.875000 Penalty: 2997.012451
	Iteration 3F: 3 clusters Score -1090426 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1091358.500000 Penalty: 2997.012451
	Iteration 4F: 3 clusters Score -1091358 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1092325.750000 Penalty: 2997.012451
	Iteration 5F: 3 clusters Score -1092326 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1092890.375000 Penalty: 2997.012451
	Iteration 6F: 3 clusters Score -1092890 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1093116.625000 Penalty: 2997.012451
	Iteration 7Q: 3 clusters Score -1093117 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1093221.750000 Penalty: 2997.012451
	Iteration 8Q: 3 clusters Score -1093222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1093282.000000 Penalty: 2997.012451
	Iteration 9Q: 3 clusters Score -1093282 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1093324.500000 Penalty: 2997.012451
	Iteration 10Q: 3 clusters Score -1093324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1093348.375000 Penalty: 2997.012451
	Iteration 11Q: 3 clusters Score -1093348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1093360.625000 Penalty: 2997.012451
	Iteration 12Q: 3 clusters Score -1093361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1093374.250000 Penalty: 2997.012451
	Iteration 13Q: 3 clusters Score -1093374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1093382.625000 Penalty: 2997.012451
	Iteration 14Q: 3 clusters Score -1093383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1093388.250000 Penalty: 2997.012451
	Iteration 15Q: 3 clusters Score -1093388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1093394.625000 Penalty: 2997.012451
	Iteration 16Q: 3 clusters Score -1093395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1093405.250000 Penalty: 2997.012451
	Iteration 17Q: 3 clusters Score -1093405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1093414.375000 Penalty: 2997.012451
	Iteration 18Q: 3 clusters Score -1093414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1093421.375000 Penalty: 2997.012451
	Iteration 19Q: 3 clusters Score -1093421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1093426.375000 Penalty: 2997.012451
	Iteration 20F: 3 clusters Score -1093426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1093433.875000 Penalty: 2997.012451
	Iteration 21Q: 3 clusters Score -1093434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1093438.625000 Penalty: 2997.012451
	Iteration 22Q: 3 clusters Score -1093439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1093446.125000 Penalty: 2997.012451
	Iteration 23Q: 3 clusters Score -1093446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1093449.000000 Penalty: 2997.012451
	Iteration 24Q: 3 clusters Score -1093449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1093450.375000 Penalty: 2997.012451
	Iteration 25Q: 3 clusters Score -1093450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1093454.125000 Penalty: 2997.012451
	Iteration 26Q: 3 clusters Score -1093454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1093457.000000 Penalty: 2997.012451
	Iteration 27Q: 3 clusters Score -1093457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1093461.250000 Penalty: 2997.012451
	Iteration 28Q: 3 clusters Score -1093461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1093465.625000 Penalty: 2997.012451
	Iteration 29Q: 3 clusters Score -1093466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1093472.500000 Penalty: 2997.012451
	Iteration 30Q: 3 clusters Score -1093472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1093474.000000 Penalty: 2997.012451
	Iteration 31Q: 3 clusters Score -1093474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1093476.125000 Penalty: 2997.012451
	Iteration 32Q: 3 clusters Score -1093476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1093477.875000 Penalty: 2997.012451
	Iteration 33Q: 3 clusters Score -1093478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1093476.875000 Penalty: 2997.012451
	Iteration 34Q: 3 clusters Score -1093477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1093478.500000 Penalty: 2997.012451
	Iteration 35Q: 3 clusters Score -1093478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1093478.250000 Penalty: 2997.012451
	Iteration 36Q: 3 clusters Score -1093478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1093477.875000 Penalty: 2997.012451
	Iteration 37Q: 3 clusters Score -1093478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1093480.750000 Penalty: 2997.012451
	Iteration 38Q: 3 clusters Score -1093481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1093481.750000 Penalty: 2997.012451
	Iteration 39Q: 3 clusters Score -1093482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1093484.250000 Penalty: 2997.012451
	Iteration 40F: 3 clusters Score -1093484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1093483.625000 Penalty: 2997.012451
	Iteration 41Q: 3 clusters Score -1093484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1093481.875000 Penalty: 2997.012451
	Iteration 42Q: 3 clusters Score -1093482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1093484.375000 Penalty: 2997.012451
	Iteration 43Q: 3 clusters Score -1093484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1093483.125000 Penalty: 2997.012451
	Iteration 44Q: 3 clusters Score -1093483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1093484.625000 Penalty: 2997.012451
	Iteration 45Q: 3 clusters Score -1093485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1093485.500000 Penalty: 2997.012451
	Iteration 46Q: 3 clusters Score -1093486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1093486.500000 Penalty: 2997.012451
	Iteration 47Q: 3 clusters Score -1093486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1093485.250000 Penalty: 2997.012451
	Iteration 48Q: 3 clusters Score -1093485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1093486.875000 Penalty: 2997.012451
	Iteration 49Q: 3 clusters Score -1093487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1093487.250000 Penalty: 2997.012451
	Iteration 50Q: 3 clusters Score -1093487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1093489.250000 Penalty: 2997.012451
	Iteration 51Q: 3 clusters Score -1093489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1093489.875000 Penalty: 2997.012451
	Iteration 52Q: 3 clusters Score -1093490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1093489.875000 Penalty: 2997.012451
	Iteration 53Q: 3 clusters Score -1093490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1093489.500000 Penalty: 2997.012451
	Iteration 54Q: 3 clusters Score -1093490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1093487.875000 Penalty: 2997.012451
	Iteration 55Q: 3 clusters Score -1093488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1093488.875000 Penalty: 2997.012451
	Iteration 56Q: 3 clusters Score -1093489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1093491.750000 Penalty: 2997.012451
	Iteration 57Q: 3 clusters Score -1093492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1093491.750000 Penalty: 2997.012451
	Iteration 58Q: 3 clusters Score -1093492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1093494.875000 Penalty: 2997.012451
	Iteration 59Q: 3 clusters Score -1093495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1093496.000000 Penalty: 2997.012451
	Iteration 60F: 3 clusters Score -1093496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1093496.500000 Penalty: 2997.012451
	Iteration 61Q: 3 clusters Score -1093496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1093499.375000 Penalty: 2997.012451
	Iteration 62Q: 3 clusters Score -1093499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1093499.250000 Penalty: 2997.012451
	Iteration 63Q: 3 clusters Score -1093499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1093500.750000 Penalty: 2997.012451
	Iteration 64Q: 3 clusters Score -1093501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1093500.375000 Penalty: 2997.012451
	Iteration 65Q: 3 clusters Score -1093500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1093501.750000 Penalty: 2997.012451
	Iteration 66Q: 3 clusters Score -1093502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1093501.000000 Penalty: 2997.012451
	Iteration 67Q: 3 clusters Score -1093501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1093501.625000 Penalty: 2997.012451
	Iteration 68Q: 3 clusters Score -1093502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1093502.375000 Penalty: 2997.012451
	Iteration 69Q: 3 clusters Score -1093502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1093501.375000 Penalty: 2997.012451
	Iteration 70Q: 3 clusters Score -1093501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1093499.750000 Penalty: 2997.012451
	Iteration 71Q: 3 clusters Score -1093500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1093500.000000 Penalty: 2997.012451
	Iteration 72Q: 3 clusters Score -1093500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1093499.500000 Penalty: 2997.012451
	Iteration 73Q: 3 clusters Score -1093500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1093500.000000 Penalty: 2997.012451
	Iteration 74Q: 3 clusters Score -1093500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1093500.000000 Penalty: 2997.012451
	Iteration 75F: 3 clusters Score -1093500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -350651.718750 Penalty: 1319.692261
	Iteration 0F: 2 clusters Score -350651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -347765.875000 Penalty: 2639.384521
	Iteration 0F: 3 clusters Score -347765.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -348533.406250 Penalty: 2639.384521
	Iteration 1F: 3 clusters Score -348533.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -348745.031250 Penalty: 2639.384521
	Iteration 2F: 3 clusters Score -348745 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -348939.875000 Penalty: 2639.384521
	Iteration 3F: 3 clusters Score -348939.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -349141.531250 Penalty: 2639.384521
	Iteration 4F: 3 clusters Score -349141.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -349316.093750 Penalty: 2639.384521
	Iteration 5F: 3 clusters Score -349316.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -349455.062500 Penalty: 2639.384521
	Iteration 6F: 3 clusters Score -349455.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -349559.500000 Penalty: 2639.384521
	Iteration 7Q: 3 clusters Score -349559.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -349652.500000 Penalty: 2639.384521
	Iteration 8Q: 3 clusters Score -349652.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -349741.593750 Penalty: 2639.384521
	Iteration 9Q: 3 clusters Score -349741.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -349818.843750 Penalty: 2639.384521
	Iteration 10Q: 3 clusters Score -349818.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -349892.437500 Penalty: 2639.384521
	Iteration 11Q: 3 clusters Score -349892.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -349950.281250 Penalty: 2639.384521
	Iteration 12Q: 3 clusters Score -349950.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -349988.593750 Penalty: 2639.384521
	Iteration 13Q: 3 clusters Score -349988.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -350013.937500 Penalty: 2639.384521
	Iteration 14Q: 3 clusters Score -350013.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -350038.656250 Penalty: 2639.384521
	Iteration 15Q: 3 clusters Score -350038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -350052.156250 Penalty: 2639.384521
	Iteration 16Q: 3 clusters Score -350052.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -350076.625000 Penalty: 2639.384521
	Iteration 17Q: 3 clusters Score -350076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -350094.343750 Penalty: 2639.384521
	Iteration 18Q: 3 clusters Score -350094.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -350104.843750 Penalty: 2639.384521
	Iteration 19Q: 3 clusters Score -350104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -350119.812500 Penalty: 2639.384521
	Iteration 20F: 3 clusters Score -350119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -350133.187500 Penalty: 2639.384521
	Iteration 21Q: 3 clusters Score -350133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -350140.781250 Penalty: 2639.384521
	Iteration 22Q: 3 clusters Score -350140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -350147.500000 Penalty: 2639.384521
	Iteration 23Q: 3 clusters Score -350147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -350152.812500 Penalty: 2639.384521
	Iteration 24Q: 3 clusters Score -350152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -350155.343750 Penalty: 2639.384521
	Iteration 25Q: 3 clusters Score -350155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350155.593750 Penalty: 2639.384521
	Iteration 26Q: 3 clusters Score -350155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350155.593750 Penalty: 2639.384521
	Iteration 27F: 3 clusters Score -350155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Entering Unmasked Estep 
Score: -5205011.000000 Penalty: 1747.431519
	Iteration 0F: 2 clusters Score -5205011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5173779.000000 Penalty: 3494.863037
	Iteration 0F: 3 clusters Score -5173779 nChanged 21814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5186022.000000 Penalty: 3494.863037
	Iteration 1F: 3 clusters Score -5186022 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5186483.000000 Penalty: 3494.863037
	Iteration 2Q: 3 clusters Score -5186483 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5187034.000000 Penalty: 3494.863037
	Iteration 3Q: 3 clusters Score -5187034 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -5187814.000000 Penalty: 3494.863037
	Iteration 4Q: 3 clusters Score -5187814 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5189089.000000 Penalty: 3494.863037
	Iteration 5F: 3 clusters Score -5189089 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -5191389.500000 Penalty: 3494.863037
	Iteration 6F: 3 clusters Score -5191390 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5194836.500000 Penalty: 3494.863037
	Iteration 7F: 3 clusters Score -5194836 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5198827.000000 Penalty: 3494.863037
	Iteration 8F: 3 clusters Score -5198827 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5201655.500000 Penalty: 3494.863037
	Iteration 9F: 3 clusters Score -5201656 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -5202888.500000 Penalty: 3494.863037
	Iteration 10Q: 3 clusters Score -5202888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -5203221.500000 Penalty: 3494.863037
	Iteration 11Q: 3 clusters Score -5203222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5203340.500000 Penalty: 3494.863037
	Iteration 12Q: 3 clusters Score -5203340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -5203386.500000 Penalty: 3494.863037
	Iteration 13Q: 3 clusters Score -5203386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -5203405.000000 Penalty: 3494.863037
	Iteration 14Q: 3 clusters Score -5203405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -5203430.000000 Penalty: 3494.863037
	Iteration 15Q: 3 clusters Score -5203430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5203435.000000 Penalty: 3494.863037
	Iteration 16Q: 3 clusters Score -5203435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5203441.000000 Penalty: 3494.863037
	Iteration 17Q: 3 clusters Score -5203441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -5203443.000000 Penalty: 3494.863037
	Iteration 18Q: 3 clusters Score -5203443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -5203450.500000 Penalty: 3494.863037
	Iteration 19Q: 3 clusters Score -5203450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5203456.000000 Penalty: 3494.863037
	Iteration 20F: 3 clusters Score -5203456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -5203462.500000 Penalty: 3494.863037
	Iteration 21Q: 3 clusters Score -5203462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -5203469.000000 Penalty: 3494.863037
	Iteration 22Q: 3 clusters Score -5203469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -5203471.000000 Penalty: 3494.863037
	Iteration 23Q: 3 clusters Score -5203471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -5203471.000000 Penalty: 3494.863037
	Iteration 24F: 3 clusters Score -5203471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Entering Unmasked Estep 
Score: -8146993.000000 Penalty: 1816.780884
	Iteration 0F: 2 clusters Score -8146993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -8099183.500000 Penalty: 3633.561768
	Iteration 0F: 3 clusters Score -8099184 nChanged 34072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8119343.000000 Penalty: 3633.561768
	Iteration 1F: 3 clusters Score -8119343 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -8120659.000000 Penalty: 3633.561768
	Iteration 2Q: 3 clusters Score -8120659 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8122674.000000 Penalty: 3633.561768
	Iteration 3F: 3 clusters Score -8122674 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -8125326.500000 Penalty: 3633.561768
	Iteration 4F: 3 clusters Score -8125326 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -8128574.500000 Penalty: 3633.561768
	Iteration 5F: 3 clusters Score -8128574 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -8132354.500000 Penalty: 3633.561768
	Iteration 6F: 3 clusters Score -8132354 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -8135892.000000 Penalty: 3633.561768
	Iteration 7F: 3 clusters Score -8135892 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -8138769.000000 Penalty: 3633.561768
	Iteration 8F: 3 clusters Score -8138769 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -8141004.000000 Penalty: 3633.561768
	Iteration 9Q: 3 clusters Score -8141004 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -8142638.500000 Penalty: 3633.561768
	Iteration 10Q: 3 clusters Score -8142638 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8143764.000000 Penalty: 3633.561768
	Iteration 11Q: 3 clusters Score -8143764 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -8144492.000000 Penalty: 3633.561768
	Iteration 12Q: 3 clusters Score -8144492 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -8144881.000000 Penalty: 3633.561768
	Iteration 13Q: 3 clusters Score -8144881 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -8145117.500000 Penalty: 3633.561768
	Iteration 14Q: 3 clusters Score -8145118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -8145227.500000 Penalty: 3633.561768
	Iteration 15Q: 3 clusters Score -8145228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -8145298.500000 Penalty: 3633.561768
	Iteration 16Q: 3 clusters Score -8145298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -8145346.500000 Penalty: 3633.561768
	Iteration 17Q: 3 clusters Score -8145346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -8145389.000000 Penalty: 3633.561768
	Iteration 18Q: 3 clusters Score -8145389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -8145414.000000 Penalty: 3633.561768
	Iteration 19Q: 3 clusters Score -8145414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -8145416.500000 Penalty: 3633.561768
	Iteration 20F: 3 clusters Score -8145416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -8145424.500000 Penalty: 3633.561768
	Iteration 21Q: 3 clusters Score -8145424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -8145425.000000 Penalty: 3633.561768
	Iteration 22Q: 3 clusters Score -8145425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -8145439.500000 Penalty: 3633.561768
	Iteration 23Q: 3 clusters Score -8145440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -8145449.500000 Penalty: 3633.561768
	Iteration 24Q: 3 clusters Score -8145450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -8145448.500000 Penalty: 3633.561768
	Iteration 25Q: 3 clusters Score -8145448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -8145452.500000 Penalty: 3633.561768
	Iteration 26Q: 3 clusters Score -8145452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -8145448.500000 Penalty: 3633.561768
	Iteration 27Q: 3 clusters Score -8145448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -8145452.500000 Penalty: 3633.561768
	Iteration 28Q: 3 clusters Score -8145452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -8145452.500000 Penalty: 3633.561768
	Iteration 29F: 3 clusters Score -8145452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -495342.156250 Penalty: 1367.463501
	Iteration 0F: 2 clusters Score -495342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -491694.281250 Penalty: 2734.927002
	Iteration 0F: 3 clusters Score -491694.3 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -492713.531250 Penalty: 2734.927002
	Iteration 1F: 3 clusters Score -492713.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -492913.125000 Penalty: 2734.927002
	Iteration 2F: 3 clusters Score -492913.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -493075.125000 Penalty: 2734.927002
	Iteration 3F: 3 clusters Score -493075.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -493227.781250 Penalty: 2734.927002
	Iteration 4F: 3 clusters Score -493227.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -493419.812500 Penalty: 2734.927002
	Iteration 5F: 3 clusters Score -493419.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -493655.625000 Penalty: 2734.927002
	Iteration 6F: 3 clusters Score -493655.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -493968.750000 Penalty: 2734.927002
	Iteration 7F: 3 clusters Score -493968.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -494381.937500 Penalty: 2734.927002
	Iteration 8F: 3 clusters Score -494381.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -494742.718750 Penalty: 2734.927002
	Iteration 9F: 3 clusters Score -494742.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -494939.281250 Penalty: 2734.927002
	Iteration 10Q: 3 clusters Score -494939.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -495028.093750 Penalty: 2734.927002
	Iteration 11Q: 3 clusters Score -495028.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -495085.125000 Penalty: 2734.927002
	Iteration 12Q: 3 clusters Score -495085.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -495122.812500 Penalty: 2734.927002
	Iteration 13Q: 3 clusters Score -495122.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -495155.531250 Penalty: 2734.927002
	Iteration 14Q: 3 clusters Score -495155.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -495178.625000 Penalty: 2734.927002
	Iteration 15Q: 3 clusters Score -495178.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -495191.593750 Penalty: 2734.927002
	Iteration 16Q: 3 clusters Score -495191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -495198.656250 Penalty: 2734.927002
	Iteration 17Q: 3 clusters Score -495198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -495203.031250 Penalty: 2734.927002
	Iteration 18Q: 3 clusters Score -495203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -495205.781250 Penalty: 2734.927002
	Iteration 19Q: 3 clusters Score -495205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -495207.812500 Penalty: 2734.927002
	Iteration 20F: 3 clusters Score -495207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -495207.906250 Penalty: 2734.927002
	Iteration 21Q: 3 clusters Score -495207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -495207.218750 Penalty: 2734.927002
	Iteration 22Q: 3 clusters Score -495207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -495207.218750 Penalty: 2734.927002
	Iteration 23F: 3 clusters Score -495207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Entering Unmasked Estep 
Score: -11800548.000000 Penalty: 1877.928589
	Iteration 0F: 2 clusters Score -1.180055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -11731455.000000 Penalty: 3755.857178
	Iteration 0F: 3 clusters Score -1.173146e+07 nChanged 50063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -11760679.000000 Penalty: 3755.857178
	Iteration 1F: 3 clusters Score -1.176068e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -11761485.000000 Penalty: 3755.857178
	Iteration 2Q: 3 clusters Score -1.176148e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -11762615.000000 Penalty: 3755.857178
	Iteration 3Q: 3 clusters Score -1.176262e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -11764034.000000 Penalty: 3755.857178
	Iteration 4Q: 3 clusters Score -1.176403e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -11766557.000000 Penalty: 3755.857178
	Iteration 5Q: 3 clusters Score -1.176656e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -11770277.000000 Penalty: 3755.857178
	Iteration 6F: 3 clusters Score -1.177028e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -11775642.000000 Penalty: 3755.857178
	Iteration 7F: 3 clusters Score -1.177564e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -11781902.000000 Penalty: 3755.857178
	Iteration 8F: 3 clusters Score -1.17819e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -11787187.000000 Penalty: 3755.857178
	Iteration 9F: 3 clusters Score -1.178719e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -11789880.000000 Penalty: 3755.857178
	Iteration 10Q: 3 clusters Score -1.178988e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -11791182.000000 Penalty: 3755.857178
	Iteration 11Q: 3 clusters Score -1.179118e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -11792056.000000 Penalty: 3755.857178
	Iteration 12Q: 3 clusters Score -1.179206e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -11792767.000000 Penalty: 3755.857178
	Iteration 13Q: 3 clusters Score -1.179277e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -11793428.000000 Penalty: 3755.857178
	Iteration 14Q: 3 clusters Score -1.179343e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -11793999.000000 Penalty: 3755.857178
	Iteration 15Q: 3 clusters Score -1.1794e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -11794552.000000 Penalty: 3755.857178
	Iteration 16Q: 3 clusters Score -1.179455e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -11795014.000000 Penalty: 3755.857178
	Iteration 17Q: 3 clusters Score -1.179501e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -11795364.000000 Penalty: 3755.857178
	Iteration 18Q: 3 clusters Score -1.179536e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -11795722.000000 Penalty: 3755.857178
	Iteration 19Q: 3 clusters Score -1.179572e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11796028.000000 Penalty: 3755.857178
	Iteration 20F: 3 clusters Score -1.179603e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -11796247.000000 Penalty: 3755.857178
	Iteration 21Q: 3 clusters Score -1.179625e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -11796546.000000 Penalty: 3755.857178
	Iteration 22Q: 3 clusters Score -1.179655e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -11796791.000000 Penalty: 3755.857178
	Iteration 23Q: 3 clusters Score -1.179679e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -11796995.000000 Penalty: 3755.857178
	Iteration 24Q: 3 clusters Score -1.1797e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -11797266.000000 Penalty: 3755.857178
	Iteration 25Q: 3 clusters Score -1.179727e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -11797442.000000 Penalty: 3755.857178
	Iteration 26Q: 3 clusters Score -1.179744e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11797599.000000 Penalty: 3755.857178
	Iteration 27Q: 3 clusters Score -1.17976e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -11797820.000000 Penalty: 3755.857178
	Iteration 28Q: 3 clusters Score -1.179782e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -11797974.000000 Penalty: 3755.857178
	Iteration 29Q: 3 clusters Score -1.179797e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -11798112.000000 Penalty: 3755.857178
	Iteration 30Q: 3 clusters Score -1.179811e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -11798206.000000 Penalty: 3755.857178
	Iteration 31Q: 3 clusters Score -1.179821e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -11798341.000000 Penalty: 3755.857178
	Iteration 32Q: 3 clusters Score -1.179834e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -11798435.000000 Penalty: 3755.857178
	Iteration 33Q: 3 clusters Score -1.179844e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -11798520.000000 Penalty: 3755.857178
	Iteration 34Q: 3 clusters Score -1.179852e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -11798617.000000 Penalty: 3755.857178
	Iteration 35Q: 3 clusters Score -1.179862e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -11798671.000000 Penalty: 3755.857178
	Iteration 36Q: 3 clusters Score -1.179867e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -11798714.000000 Penalty: 3755.857178
	Iteration 37Q: 3 clusters Score -1.179871e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -11798776.000000 Penalty: 3755.857178
	Iteration 38Q: 3 clusters Score -1.179878e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -11798837.000000 Penalty: 3755.857178
	Iteration 39Q: 3 clusters Score -1.179884e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -11798888.000000 Penalty: 3755.857178
	Iteration 40F: 3 clusters Score -1.179889e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -11798925.000000 Penalty: 3755.857178
	Iteration 41Q: 3 clusters Score -1.179892e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -11798978.000000 Penalty: 3755.857178
	Iteration 42Q: 3 clusters Score -1.179898e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -11798993.000000 Penalty: 3755.857178
	Iteration 43Q: 3 clusters Score -1.179899e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -11799002.000000 Penalty: 3755.857178
	Iteration 44Q: 3 clusters Score -1.1799e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -11798998.000000 Penalty: 3755.857178
	Iteration 45Q: 3 clusters Score -1.1799e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -11799001.000000 Penalty: 3755.857178
	Iteration 46Q: 3 clusters Score -1.1799e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -11799050.000000 Penalty: 3755.857178
	Iteration 47Q: 3 clusters Score -1.179905e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -11799099.000000 Penalty: 3755.857178
	Iteration 48Q: 3 clusters Score -1.17991e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -11799108.000000 Penalty: 3755.857178
	Iteration 49Q: 3 clusters Score -1.179911e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -11799134.000000 Penalty: 3755.857178
	Iteration 50Q: 3 clusters Score -1.179913e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -11799151.000000 Penalty: 3755.857178
	Iteration 51Q: 3 clusters Score -1.179915e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -11799144.000000 Penalty: 3755.857178
	Iteration 52Q: 3 clusters Score -1.179914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -11799165.000000 Penalty: 3755.857178
	Iteration 53Q: 3 clusters Score -1.179916e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -11799160.000000 Penalty: 3755.857178
	Iteration 54Q: 3 clusters Score -1.179916e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -11799182.000000 Penalty: 3755.857178
	Iteration 55Q: 3 clusters Score -1.179918e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -11799183.000000 Penalty: 3755.857178
	Iteration 56Q: 3 clusters Score -1.179918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -11799216.000000 Penalty: 3755.857178
	Iteration 57Q: 3 clusters Score -1.179922e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -11799206.000000 Penalty: 3755.857178
	Iteration 58Q: 3 clusters Score -1.179921e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -11799223.000000 Penalty: 3755.857178
	Iteration 59Q: 3 clusters Score -1.179922e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -11799255.000000 Penalty: 3755.857178
	Iteration 60F: 3 clusters Score -1.179926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -11799260.000000 Penalty: 3755.857178
	Iteration 61Q: 3 clusters Score -1.179926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -11799267.000000 Penalty: 3755.857178
	Iteration 62Q: 3 clusters Score -1.179927e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -11799270.000000 Penalty: 3755.857178
	Iteration 63Q: 3 clusters Score -1.179927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -11799294.000000 Penalty: 3755.857178
	Iteration 64Q: 3 clusters Score -1.179929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -11799252.000000 Penalty: 3755.857178
	Iteration 65Q: 3 clusters Score -1.179925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -11799257.000000 Penalty: 3755.857178
	Iteration 66Q: 3 clusters Score -1.179926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -11799284.000000 Penalty: 3755.857178
	Iteration 67Q: 3 clusters Score -1.179928e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -11799289.000000 Penalty: 3755.857178
	Iteration 68Q: 3 clusters Score -1.179929e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -11799303.000000 Penalty: 3755.857178
	Iteration 69Q: 3 clusters Score -1.17993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -11799302.000000 Penalty: 3755.857178
	Iteration 70Q: 3 clusters Score -1.17993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -11799310.000000 Penalty: 3755.857178
	Iteration 71Q: 3 clusters Score -1.179931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -11799328.000000 Penalty: 3755.857178
	Iteration 72Q: 3 clusters Score -1.179933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -11799337.000000 Penalty: 3755.857178
	Iteration 73Q: 3 clusters Score -1.179934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -11799345.000000 Penalty: 3755.857178
	Iteration 74Q: 3 clusters Score -1.179934e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -11799351.000000 Penalty: 3755.857178
	Iteration 75Q: 3 clusters Score -1.179935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -11799364.000000 Penalty: 3755.857178
	Iteration 76Q: 3 clusters Score -1.179936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -11799367.000000 Penalty: 3755.857178
	Iteration 77Q: 3 clusters Score -1.179937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -11799381.000000 Penalty: 3755.857178
	Iteration 78Q: 3 clusters Score -1.179938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -11799394.000000 Penalty: 3755.857178
	Iteration 79Q: 3 clusters Score -1.179939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -11799377.000000 Penalty: 3755.857178
	Iteration 80F: 3 clusters Score -1.179938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -11799355.000000 Penalty: 3755.857178
	Iteration 81Q: 3 clusters Score -1.179936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -11799369.000000 Penalty: 3755.857178
	Iteration 82Q: 3 clusters Score -1.179937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -11799358.000000 Penalty: 3755.857178
	Iteration 83Q: 3 clusters Score -1.179936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -11799360.000000 Penalty: 3755.857178
	Iteration 84Q: 3 clusters Score -1.179936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -11799353.000000 Penalty: 3755.857178
	Iteration 85Q: 3 clusters Score -1.179935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -11799345.000000 Penalty: 3755.857178
	Iteration 86Q: 3 clusters Score -1.179934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -11799349.000000 Penalty: 3755.857178
	Iteration 87Q: 3 clusters Score -1.179935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -11799349.000000 Penalty: 3755.857178
	Iteration 88Q: 3 clusters Score -1.179935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -11799348.000000 Penalty: 3755.857178
	Iteration 89Q: 3 clusters Score -1.179935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -11799344.000000 Penalty: 3755.857178
	Iteration 90Q: 3 clusters Score -1.179934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -11799346.000000 Penalty: 3755.857178
	Iteration 91Q: 3 clusters Score -1.179935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -11799350.000000 Penalty: 3755.857178
	Iteration 92Q: 3 clusters Score -1.179935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -11799333.000000 Penalty: 3755.857178
	Iteration 93Q: 3 clusters Score -1.179933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -11799332.000000 Penalty: 3755.857178
	Iteration 94Q: 3 clusters Score -1.179933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -11799334.000000 Penalty: 3755.857178
	Iteration 95Q: 3 clusters Score -1.179933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -11799327.000000 Penalty: 3755.857178
	Iteration 96Q: 3 clusters Score -1.179933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -11799328.000000 Penalty: 3755.857178
	Iteration 97Q: 3 clusters Score -1.179933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -11799338.000000 Penalty: 3755.857178
	Iteration 98Q: 3 clusters Score -1.179934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -11799340.000000 Penalty: 3755.857178
	Iteration 99Q: 3 clusters Score -1.179934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -11799346.000000 Penalty: 3755.857178
	Iteration 100F: 3 clusters Score -1.179935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -11799347.000000 Penalty: 3755.857178
	Iteration 101Q: 3 clusters Score -1.179935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -11799349.000000 Penalty: 3755.857178
	Iteration 102Q: 3 clusters Score -1.179935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -11799347.000000 Penalty: 3755.857178
	Iteration 103Q: 3 clusters Score -1.179935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -11799348.000000 Penalty: 3755.857178
	Iteration 104Q: 3 clusters Score -1.179935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -11799349.000000 Penalty: 3755.857178
	Iteration 105Q: 3 clusters Score -1.179935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -11799349.000000 Penalty: 3755.857178
	Iteration 106F: 3 clusters Score -1.179935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Entering Unmasked Estep 
Score: -10107949.000000 Penalty: 1852.395020
	Iteration 0F: 2 clusters Score -1.010795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -10048627.000000 Penalty: 3704.790039
	Iteration 0F: 3 clusters Score -1.004863e+07 nChanged 42586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -10073605.000000 Penalty: 3704.790039
	Iteration 1F: 3 clusters Score -1.00736e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10074834.000000 Penalty: 3704.790039
	Iteration 2Q: 3 clusters Score -1.007483e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -10076591.000000 Penalty: 3704.790039
	Iteration 3Q: 3 clusters Score -1.007659e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -10079339.000000 Penalty: 3704.790039
	Iteration 4F: 3 clusters Score -1.007934e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -10083640.000000 Penalty: 3704.790039
	Iteration 5F: 3 clusters Score -1.008364e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -10089793.000000 Penalty: 3704.790039
	Iteration 6F: 3 clusters Score -1.008979e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -10096168.000000 Penalty: 3704.790039
	Iteration 7F: 3 clusters Score -1.009617e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -10099621.000000 Penalty: 3704.790039
	Iteration 8F: 3 clusters Score -1.009962e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -10100648.000000 Penalty: 3704.790039
	Iteration 9Q: 3 clusters Score -1.010065e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -10101136.000000 Penalty: 3704.790039
	Iteration 10Q: 3 clusters Score -1.010114e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -10101462.000000 Penalty: 3704.790039
	Iteration 11Q: 3 clusters Score -1.010146e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -10101647.000000 Penalty: 3704.790039
	Iteration 12Q: 3 clusters Score -1.010165e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -10101763.000000 Penalty: 3704.790039
	Iteration 13Q: 3 clusters Score -1.010176e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -10101868.000000 Penalty: 3704.790039
	Iteration 14Q: 3 clusters Score -1.010187e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -10101937.000000 Penalty: 3704.790039
	Iteration 15Q: 3 clusters Score -1.010194e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -10102030.000000 Penalty: 3704.790039
	Iteration 16Q: 3 clusters Score -1.010203e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -10102062.000000 Penalty: 3704.790039
	Iteration 17Q: 3 clusters Score -1.010206e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -10102108.000000 Penalty: 3704.790039
	Iteration 18Q: 3 clusters Score -1.010211e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -10102159.000000 Penalty: 3704.790039
	Iteration 19Q: 3 clusters Score -1.010216e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -10102221.000000 Penalty: 3704.790039
	Iteration 20F: 3 clusters Score -1.010222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -10102240.000000 Penalty: 3704.790039
	Iteration 21Q: 3 clusters Score -1.010224e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -10102240.000000 Penalty: 3704.790039
	Iteration 22Q: 3 clusters Score -1.010224e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -10102271.000000 Penalty: 3704.790039
	Iteration 23Q: 3 clusters Score -1.010227e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -10102276.000000 Penalty: 3704.790039
	Iteration 24Q: 3 clusters Score -1.010228e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -10102272.000000 Penalty: 3704.790039
	Iteration 25Q: 3 clusters Score -1.010227e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -10102300.000000 Penalty: 3704.790039
	Iteration 26Q: 3 clusters Score -1.01023e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -10102283.000000 Penalty: 3704.790039
	Iteration 27Q: 3 clusters Score -1.010228e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -10102291.000000 Penalty: 3704.790039
	Iteration 28Q: 3 clusters Score -1.010229e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -10102281.000000 Penalty: 3704.790039
	Iteration 29Q: 3 clusters Score -1.010228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -10102286.000000 Penalty: 3704.790039
	Iteration 30Q: 3 clusters Score -1.010229e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -10102283.000000 Penalty: 3704.790039
	Iteration 31Q: 3 clusters Score -1.010228e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -10102265.000000 Penalty: 3704.790039
	Iteration 32Q: 3 clusters Score -1.010226e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -10102260.000000 Penalty: 3704.790039
	Iteration 33Q: 3 clusters Score -1.010226e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -10102281.000000 Penalty: 3704.790039
	Iteration 34Q: 3 clusters Score -1.010228e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -10102260.000000 Penalty: 3704.790039
	Iteration 35Q: 3 clusters Score -1.010226e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -10102248.000000 Penalty: 3704.790039
	Iteration 36Q: 3 clusters Score -1.010225e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -10102238.000000 Penalty: 3704.790039
	Iteration 37Q: 3 clusters Score -1.010224e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -10102223.000000 Penalty: 3704.790039
	Iteration 38Q: 3 clusters Score -1.010222e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -10102207.000000 Penalty: 3704.790039
	Iteration 39Q: 3 clusters Score -1.010221e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -10102222.000000 Penalty: 3704.790039
	Iteration 40F: 3 clusters Score -1.010222e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -10102245.000000 Penalty: 3704.790039
	Iteration 41Q: 3 clusters Score -1.010224e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -10102226.000000 Penalty: 3704.790039
	Iteration 42Q: 3 clusters Score -1.010223e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -10102250.000000 Penalty: 3704.790039
	Iteration 43Q: 3 clusters Score -1.010225e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -10102253.000000 Penalty: 3704.790039
	Iteration 44Q: 3 clusters Score -1.010225e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -10102203.000000 Penalty: 3704.790039
	Iteration 45Q: 3 clusters Score -1.01022e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -10102187.000000 Penalty: 3704.790039
	Iteration 46Q: 3 clusters Score -1.010219e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -10102170.000000 Penalty: 3704.790039
	Iteration 47Q: 3 clusters Score -1.010217e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -10102179.000000 Penalty: 3704.790039
	Iteration 48Q: 3 clusters Score -1.010218e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -10102155.000000 Penalty: 3704.790039
	Iteration 49Q: 3 clusters Score -1.010216e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -10102177.000000 Penalty: 3704.790039
	Iteration 50Q: 3 clusters Score -1.010218e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -10102171.000000 Penalty: 3704.790039
	Iteration 51Q: 3 clusters Score -1.010217e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -10102168.000000 Penalty: 3704.790039
	Iteration 52Q: 3 clusters Score -1.010217e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -10102138.000000 Penalty: 3704.790039
	Iteration 53Q: 3 clusters Score -1.010214e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -10102156.000000 Penalty: 3704.790039
	Iteration 54Q: 3 clusters Score -1.010216e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -10102159.000000 Penalty: 3704.790039
	Iteration 55Q: 3 clusters Score -1.010216e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -10102132.000000 Penalty: 3704.790039
	Iteration 56Q: 3 clusters Score -1.010213e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -10102085.000000 Penalty: 3704.790039
	Iteration 57Q: 3 clusters Score -1.010208e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -10102087.000000 Penalty: 3704.790039
	Iteration 58Q: 3 clusters Score -1.010209e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -10102082.000000 Penalty: 3704.790039
	Iteration 59Q: 3 clusters Score -1.010208e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -10102064.000000 Penalty: 3704.790039
	Iteration 60F: 3 clusters Score -1.010206e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -10102084.000000 Penalty: 3704.790039
	Iteration 61Q: 3 clusters Score -1.010208e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -10102070.000000 Penalty: 3704.790039
	Iteration 62Q: 3 clusters Score -1.010207e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -10102058.000000 Penalty: 3704.790039
	Iteration 63Q: 3 clusters Score -1.010206e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -10102035.000000 Penalty: 3704.790039
	Iteration 64Q: 3 clusters Score -1.010204e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -10102040.000000 Penalty: 3704.790039
	Iteration 65Q: 3 clusters Score -1.010204e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -10102067.000000 Penalty: 3704.790039
	Iteration 66Q: 3 clusters Score -1.010207e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -10102022.000000 Penalty: 3704.790039
	Iteration 67Q: 3 clusters Score -1.010202e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -10102023.000000 Penalty: 3704.790039
	Iteration 68Q: 3 clusters Score -1.010202e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -10101998.000000 Penalty: 3704.790039
	Iteration 69Q: 3 clusters Score -1.0102e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -10101981.000000 Penalty: 3704.790039
	Iteration 70Q: 3 clusters Score -1.010198e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -10101939.000000 Penalty: 3704.790039
	Iteration 71Q: 3 clusters Score -1.010194e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -10101944.000000 Penalty: 3704.790039
	Iteration 72Q: 3 clusters Score -1.010194e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -10101909.000000 Penalty: 3704.790039
	Iteration 73Q: 3 clusters Score -1.010191e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -10101891.000000 Penalty: 3704.790039
	Iteration 74Q: 3 clusters Score -1.010189e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -10101892.000000 Penalty: 3704.790039
	Iteration 75Q: 3 clusters Score -1.010189e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -10101874.000000 Penalty: 3704.790039
	Iteration 76Q: 3 clusters Score -1.010187e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -10101867.000000 Penalty: 3704.790039
	Iteration 77Q: 3 clusters Score -1.010187e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -10101854.000000 Penalty: 3704.790039
	Iteration 78Q: 3 clusters Score -1.010185e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -10101882.000000 Penalty: 3704.790039
	Iteration 79Q: 3 clusters Score -1.010188e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -10101869.000000 Penalty: 3704.790039
	Iteration 80F: 3 clusters Score -1.010187e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -10101848.000000 Penalty: 3704.790039
	Iteration 81Q: 3 clusters Score -1.010185e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -10101880.000000 Penalty: 3704.790039
	Iteration 82Q: 3 clusters Score -1.010188e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -10101885.000000 Penalty: 3704.790039
	Iteration 83Q: 3 clusters Score -1.010188e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -10101860.000000 Penalty: 3704.790039
	Iteration 84Q: 3 clusters Score -1.010186e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -10101874.000000 Penalty: 3704.790039
	Iteration 85Q: 3 clusters Score -1.010187e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -10101886.000000 Penalty: 3704.790039
	Iteration 86Q: 3 clusters Score -1.010189e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -10101887.000000 Penalty: 3704.790039
	Iteration 87Q: 3 clusters Score -1.010189e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -10101871.000000 Penalty: 3704.790039
	Iteration 88Q: 3 clusters Score -1.010187e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -10101845.000000 Penalty: 3704.790039
	Iteration 89Q: 3 clusters Score -1.010184e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -10101831.000000 Penalty: 3704.790039
	Iteration 90Q: 3 clusters Score -1.010183e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -10101773.000000 Penalty: 3704.790039
	Iteration 91Q: 3 clusters Score -1.010177e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -10101771.000000 Penalty: 3704.790039
	Iteration 92Q: 3 clusters Score -1.010177e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -10101781.000000 Penalty: 3704.790039
	Iteration 93Q: 3 clusters Score -1.010178e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -10101746.000000 Penalty: 3704.790039
	Iteration 94Q: 3 clusters Score -1.010175e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -10101740.000000 Penalty: 3704.790039
	Iteration 95Q: 3 clusters Score -1.010174e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -10101747.000000 Penalty: 3704.790039
	Iteration 96Q: 3 clusters Score -1.010175e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -10101763.000000 Penalty: 3704.790039
	Iteration 97Q: 3 clusters Score -1.010176e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -10101758.000000 Penalty: 3704.790039
	Iteration 98Q: 3 clusters Score -1.010176e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -10101736.000000 Penalty: 3704.790039
	Iteration 99Q: 3 clusters Score -1.010174e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -10101716.000000 Penalty: 3704.790039
	Iteration 100F: 3 clusters Score -1.010172e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -10101748.000000 Penalty: 3704.790039
	Iteration 101Q: 3 clusters Score -1.010175e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -10101725.000000 Penalty: 3704.790039
	Iteration 102Q: 3 clusters Score -1.010172e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -10101737.000000 Penalty: 3704.790039
	Iteration 103Q: 3 clusters Score -1.010174e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -10101726.000000 Penalty: 3704.790039
	Iteration 104Q: 3 clusters Score -1.010173e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -10101756.000000 Penalty: 3704.790039
	Iteration 105Q: 3 clusters Score -1.010176e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -10101749.000000 Penalty: 3704.790039
	Iteration 106Q: 3 clusters Score -1.010175e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -10101753.000000 Penalty: 3704.790039
	Iteration 107Q: 3 clusters Score -1.010175e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -10101750.000000 Penalty: 3704.790039
	Iteration 108Q: 3 clusters Score -1.010175e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -10101753.000000 Penalty: 3704.790039
	Iteration 109Q: 3 clusters Score -1.010175e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -10101795.000000 Penalty: 3704.790039
	Iteration 110Q: 3 clusters Score -1.01018e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -10101776.000000 Penalty: 3704.790039
	Iteration 111Q: 3 clusters Score -1.010178e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10101788.000000 Penalty: 3704.790039
	Iteration 112Q: 3 clusters Score -1.010179e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -10101768.000000 Penalty: 3704.790039
	Iteration 113Q: 3 clusters Score -1.010177e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -10101765.000000 Penalty: 3704.790039
	Iteration 114Q: 3 clusters Score -1.010176e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -10101756.000000 Penalty: 3704.790039
	Iteration 115Q: 3 clusters Score -1.010176e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -10101758.000000 Penalty: 3704.790039
	Iteration 116Q: 3 clusters Score -1.010176e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -10101775.000000 Penalty: 3704.790039
	Iteration 117Q: 3 clusters Score -1.010178e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -10101792.000000 Penalty: 3704.790039
	Iteration 118Q: 3 clusters Score -1.010179e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -10101789.000000 Penalty: 3704.790039
	Iteration 119Q: 3 clusters Score -1.010179e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -10101760.000000 Penalty: 3704.790039
	Iteration 120F: 3 clusters Score -1.010176e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -10101804.000000 Penalty: 3704.790039
	Iteration 121Q: 3 clusters Score -1.01018e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -10101780.000000 Penalty: 3704.790039
	Iteration 122Q: 3 clusters Score -1.010178e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -10101775.000000 Penalty: 3704.790039
	Iteration 123Q: 3 clusters Score -1.010178e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -10101739.000000 Penalty: 3704.790039
	Iteration 124Q: 3 clusters Score -1.010174e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -10101705.000000 Penalty: 3704.790039
	Iteration 125Q: 3 clusters Score -1.01017e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -10101695.000000 Penalty: 3704.790039
	Iteration 126Q: 3 clusters Score -1.01017e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -10101660.000000 Penalty: 3704.790039
	Iteration 127Q: 3 clusters Score -1.010166e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -10101674.000000 Penalty: 3704.790039
	Iteration 128Q: 3 clusters Score -1.010167e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -10101717.000000 Penalty: 3704.790039
	Iteration 129Q: 3 clusters Score -1.010172e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -10101728.000000 Penalty: 3704.790039
	Iteration 130Q: 3 clusters Score -1.010173e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -10101747.000000 Penalty: 3704.790039
	Iteration 131Q: 3 clusters Score -1.010175e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -10101749.000000 Penalty: 3704.790039
	Iteration 132Q: 3 clusters Score -1.010175e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -10101769.000000 Penalty: 3704.790039
	Iteration 133Q: 3 clusters Score -1.010177e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -10101752.000000 Penalty: 3704.790039
	Iteration 134Q: 3 clusters Score -1.010175e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -10101743.000000 Penalty: 3704.790039
	Iteration 135Q: 3 clusters Score -1.010174e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -10101755.000000 Penalty: 3704.790039
	Iteration 136Q: 3 clusters Score -1.010176e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -10101772.000000 Penalty: 3704.790039
	Iteration 137Q: 3 clusters Score -1.010177e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -10101794.000000 Penalty: 3704.790039
	Iteration 138Q: 3 clusters Score -1.010179e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -10101807.000000 Penalty: 3704.790039
	Iteration 139Q: 3 clusters Score -1.010181e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -10101831.000000 Penalty: 3704.790039
	Iteration 140F: 3 clusters Score -1.010183e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -10101832.000000 Penalty: 3704.790039
	Iteration 141Q: 3 clusters Score -1.010183e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -10101874.000000 Penalty: 3704.790039
	Iteration 142Q: 3 clusters Score -1.010187e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -10101906.000000 Penalty: 3704.790039
	Iteration 143Q: 3 clusters Score -1.010191e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -10101956.000000 Penalty: 3704.790039
	Iteration 144Q: 3 clusters Score -1.010196e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -10101918.000000 Penalty: 3704.790039
	Iteration 145Q: 3 clusters Score -1.010192e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -10101944.000000 Penalty: 3704.790039
	Iteration 146Q: 3 clusters Score -1.010194e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -10101983.000000 Penalty: 3704.790039
	Iteration 147Q: 3 clusters Score -1.010198e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -10101969.000000 Penalty: 3704.790039
	Iteration 148Q: 3 clusters Score -1.010197e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -10102031.000000 Penalty: 3704.790039
	Iteration 149Q: 3 clusters Score -1.010203e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -10102013.000000 Penalty: 3704.790039
	Iteration 150Q: 3 clusters Score -1.010201e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -10102068.000000 Penalty: 3704.790039
	Iteration 151Q: 3 clusters Score -1.010207e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -10102118.000000 Penalty: 3704.790039
	Iteration 152Q: 3 clusters Score -1.010212e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10102184.000000 Penalty: 3704.790039
	Iteration 153Q: 3 clusters Score -1.010218e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -10102212.000000 Penalty: 3704.790039
	Iteration 154Q: 3 clusters Score -1.010221e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -10102273.000000 Penalty: 3704.790039
	Iteration 155Q: 3 clusters Score -1.010227e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -10102283.000000 Penalty: 3704.790039
	Iteration 156Q: 3 clusters Score -1.010228e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -10102323.000000 Penalty: 3704.790039
	Iteration 157Q: 3 clusters Score -1.010232e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -10102368.000000 Penalty: 3704.790039
	Iteration 158Q: 3 clusters Score -1.010237e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -10102467.000000 Penalty: 3704.790039
	Iteration 159Q: 3 clusters Score -1.010247e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -10102498.000000 Penalty: 3704.790039
	Iteration 160F: 3 clusters Score -1.01025e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -10102581.000000 Penalty: 3704.790039
	Iteration 161Q: 3 clusters Score -1.010258e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -10102689.000000 Penalty: 3704.790039
	Iteration 162Q: 3 clusters Score -1.010269e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -10102838.000000 Penalty: 3704.790039
	Iteration 163Q: 3 clusters Score -1.010284e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -10102945.000000 Penalty: 3704.790039
	Iteration 164Q: 3 clusters Score -1.010294e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -10103126.000000 Penalty: 3704.790039
	Iteration 165Q: 3 clusters Score -1.010313e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -10103301.000000 Penalty: 3704.790039
	Iteration 166Q: 3 clusters Score -1.01033e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10103421.000000 Penalty: 3704.790039
	Iteration 167Q: 3 clusters Score -1.010342e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -10103555.000000 Penalty: 3704.790039
	Iteration 168Q: 3 clusters Score -1.010356e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10103703.000000 Penalty: 3704.790039
	Iteration 169Q: 3 clusters Score -1.01037e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -10103814.000000 Penalty: 3704.790039
	Iteration 170Q: 3 clusters Score -1.010381e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -10103974.000000 Penalty: 3704.790039
	Iteration 171Q: 3 clusters Score -1.010397e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -10104151.000000 Penalty: 3704.790039
	Iteration 172Q: 3 clusters Score -1.010415e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -10104279.000000 Penalty: 3704.790039
	Iteration 173Q: 3 clusters Score -1.010428e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -10104418.000000 Penalty: 3704.790039
	Iteration 174Q: 3 clusters Score -1.010442e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -10104549.000000 Penalty: 3704.790039
	Iteration 175Q: 3 clusters Score -1.010455e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -10104700.000000 Penalty: 3704.790039
	Iteration 176Q: 3 clusters Score -1.01047e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -10104810.000000 Penalty: 3704.790039
	Iteration 177Q: 3 clusters Score -1.010481e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -10104935.000000 Penalty: 3704.790039
	Iteration 178Q: 3 clusters Score -1.010494e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -10105031.000000 Penalty: 3704.790039
	Iteration 179Q: 3 clusters Score -1.010503e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -10105101.000000 Penalty: 3704.790039
	Iteration 180F: 3 clusters Score -1.01051e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -10105181.000000 Penalty: 3704.790039
	Iteration 181Q: 3 clusters Score -1.010518e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -10105235.000000 Penalty: 3704.790039
	Iteration 182Q: 3 clusters Score -1.010524e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -10105290.000000 Penalty: 3704.790039
	Iteration 183Q: 3 clusters Score -1.010529e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -10105309.000000 Penalty: 3704.790039
	Iteration 184Q: 3 clusters Score -1.010531e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -10105354.000000 Penalty: 3704.790039
	Iteration 185Q: 3 clusters Score -1.010535e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -10105417.000000 Penalty: 3704.790039
	Iteration 186Q: 3 clusters Score -1.010542e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -10105473.000000 Penalty: 3704.790039
	Iteration 187Q: 3 clusters Score -1.010547e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -10105509.000000 Penalty: 3704.790039
	Iteration 188Q: 3 clusters Score -1.010551e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -10105529.000000 Penalty: 3704.790039
	Iteration 189Q: 3 clusters Score -1.010553e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -10105554.000000 Penalty: 3704.790039
	Iteration 190Q: 3 clusters Score -1.010555e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -10105568.000000 Penalty: 3704.790039
	Iteration 191Q: 3 clusters Score -1.010557e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -10105606.000000 Penalty: 3704.790039
	Iteration 192Q: 3 clusters Score -1.010561e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -10105630.000000 Penalty: 3704.790039
	Iteration 193Q: 3 clusters Score -1.010563e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -10105661.000000 Penalty: 3704.790039
	Iteration 194Q: 3 clusters Score -1.010566e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -10105664.000000 Penalty: 3704.790039
	Iteration 195Q: 3 clusters Score -1.010566e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -10105701.000000 Penalty: 3704.790039
	Iteration 196Q: 3 clusters Score -1.01057e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -10105720.000000 Penalty: 3704.790039
	Iteration 197Q: 3 clusters Score -1.010572e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -10105743.000000 Penalty: 3704.790039
	Iteration 198Q: 3 clusters Score -1.010574e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -10105781.000000 Penalty: 3704.790039
	Iteration 199Q: 3 clusters Score -1.010578e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -10105810.000000 Penalty: 3704.790039
	Iteration 200F: 3 clusters Score -1.010581e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -10105857.000000 Penalty: 3704.790039
	Iteration 201Q: 3 clusters Score -1.010586e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -10105878.000000 Penalty: 3704.790039
	Iteration 202Q: 3 clusters Score -1.010588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -10105898.000000 Penalty: 3704.790039
	Iteration 203Q: 3 clusters Score -1.01059e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -10105903.000000 Penalty: 3704.790039
	Iteration 204Q: 3 clusters Score -1.01059e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -10105910.000000 Penalty: 3704.790039
	Iteration 205Q: 3 clusters Score -1.010591e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -10105923.000000 Penalty: 3704.790039
	Iteration 206Q: 3 clusters Score -1.010592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -10105946.000000 Penalty: 3704.790039
	Iteration 207Q: 3 clusters Score -1.010595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -10105949.000000 Penalty: 3704.790039
	Iteration 208Q: 3 clusters Score -1.010595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -10105960.000000 Penalty: 3704.790039
	Iteration 209Q: 3 clusters Score -1.010596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -10105970.000000 Penalty: 3704.790039
	Iteration 210Q: 3 clusters Score -1.010597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -10105970.000000 Penalty: 3704.790039
	Iteration 211Q: 3 clusters Score -1.010597e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -10105982.000000 Penalty: 3704.790039
	Iteration 212Q: 3 clusters Score -1.010598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -10105996.000000 Penalty: 3704.790039
	Iteration 213Q: 3 clusters Score -1.0106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -10106018.000000 Penalty: 3704.790039
	Iteration 214Q: 3 clusters Score -1.010602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -10106025.000000 Penalty: 3704.790039
	Iteration 215Q: 3 clusters Score -1.010602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -10106031.000000 Penalty: 3704.790039
	Iteration 216Q: 3 clusters Score -1.010603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -10106044.000000 Penalty: 3704.790039
	Iteration 217Q: 3 clusters Score -1.010604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -10106056.000000 Penalty: 3704.790039
	Iteration 218Q: 3 clusters Score -1.010606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -10106075.000000 Penalty: 3704.790039
	Iteration 219Q: 3 clusters Score -1.010608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -10106074.000000 Penalty: 3704.790039
	Iteration 220F: 3 clusters Score -1.010607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -10106079.000000 Penalty: 3704.790039
	Iteration 221Q: 3 clusters Score -1.010608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -10106068.000000 Penalty: 3704.790039
	Iteration 222Q: 3 clusters Score -1.010607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -10106076.000000 Penalty: 3704.790039
	Iteration 223Q: 3 clusters Score -1.010608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -10106073.000000 Penalty: 3704.790039
	Iteration 224Q: 3 clusters Score -1.010607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -10106081.000000 Penalty: 3704.790039
	Iteration 225Q: 3 clusters Score -1.010608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -10106087.000000 Penalty: 3704.790039
	Iteration 226Q: 3 clusters Score -1.010609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -10106088.000000 Penalty: 3704.790039
	Iteration 227Q: 3 clusters Score -1.010609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -10106095.000000 Penalty: 3704.790039
	Iteration 228Q: 3 clusters Score -1.01061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -10106102.000000 Penalty: 3704.790039
	Iteration 229Q: 3 clusters Score -1.01061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -10106100.000000 Penalty: 3704.790039
	Iteration 230Q: 3 clusters Score -1.01061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3704.790039
	Iteration 231Q: 3 clusters Score -1.010613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -10106132.000000 Penalty: 3704.790039
	Iteration 232Q: 3 clusters Score -1.010613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -10106119.000000 Penalty: 3704.790039
	Iteration 233Q: 3 clusters Score -1.010612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -10106143.000000 Penalty: 3704.790039
	Iteration 234Q: 3 clusters Score -1.010614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -10106155.000000 Penalty: 3704.790039
	Iteration 235Q: 3 clusters Score -1.010616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -10106163.000000 Penalty: 3704.790039
	Iteration 236Q: 3 clusters Score -1.010616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10106149.000000 Penalty: 3704.790039
	Iteration 237Q: 3 clusters Score -1.010615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -10106150.000000 Penalty: 3704.790039
	Iteration 238Q: 3 clusters Score -1.010615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -10106163.000000 Penalty: 3704.790039
	Iteration 239Q: 3 clusters Score -1.010616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -10106159.000000 Penalty: 3704.790039
	Iteration 240F: 3 clusters Score -1.010616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -10106167.000000 Penalty: 3704.790039
	Iteration 241Q: 3 clusters Score -1.010617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -10106173.000000 Penalty: 3704.790039
	Iteration 242Q: 3 clusters Score -1.010617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -10106174.000000 Penalty: 3704.790039
	Iteration 243Q: 3 clusters Score -1.010617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -10106188.000000 Penalty: 3704.790039
	Iteration 244Q: 3 clusters Score -1.010619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -10106190.000000 Penalty: 3704.790039
	Iteration 245Q: 3 clusters Score -1.010619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -10106195.000000 Penalty: 3704.790039
	Iteration 246Q: 3 clusters Score -1.01062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10106215.000000 Penalty: 3704.790039
	Iteration 247Q: 3 clusters Score -1.010622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -10106225.000000 Penalty: 3704.790039
	Iteration 248Q: 3 clusters Score -1.010622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -10106214.000000 Penalty: 3704.790039
	Iteration 249Q: 3 clusters Score -1.010621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -10106233.000000 Penalty: 3704.790039
	Iteration 250Q: 3 clusters Score -1.010623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -10106233.000000 Penalty: 3704.790039
	Iteration 251Q: 3 clusters Score -1.010623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -10106238.000000 Penalty: 3704.790039
	Iteration 252Q: 3 clusters Score -1.010624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -10106228.000000 Penalty: 3704.790039
	Iteration 253Q: 3 clusters Score -1.010623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -10106234.000000 Penalty: 3704.790039
	Iteration 254Q: 3 clusters Score -1.010623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -10106240.000000 Penalty: 3704.790039
	Iteration 255Q: 3 clusters Score -1.010624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -10106247.000000 Penalty: 3704.790039
	Iteration 256Q: 3 clusters Score -1.010625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -10106259.000000 Penalty: 3704.790039
	Iteration 257Q: 3 clusters Score -1.010626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -10106254.000000 Penalty: 3704.790039
	Iteration 258Q: 3 clusters Score -1.010625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -10106262.000000 Penalty: 3704.790039
	Iteration 259Q: 3 clusters Score -1.010626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -10106258.000000 Penalty: 3704.790039
	Iteration 260F: 3 clusters Score -1.010626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10106263.000000 Penalty: 3704.790039
	Iteration 261Q: 3 clusters Score -1.010626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -10106265.000000 Penalty: 3704.790039
	Iteration 262Q: 3 clusters Score -1.010626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -10106263.000000 Penalty: 3704.790039
	Iteration 263Q: 3 clusters Score -1.010626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -10106272.000000 Penalty: 3704.790039
	Iteration 264Q: 3 clusters Score -1.010627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -10106274.000000 Penalty: 3704.790039
	Iteration 265Q: 3 clusters Score -1.010627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -10106275.000000 Penalty: 3704.790039
	Iteration 266Q: 3 clusters Score -1.010628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -10106283.000000 Penalty: 3704.790039
	Iteration 267Q: 3 clusters Score -1.010628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -10106288.000000 Penalty: 3704.790039
	Iteration 268Q: 3 clusters Score -1.010629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -10106286.000000 Penalty: 3704.790039
	Iteration 269Q: 3 clusters Score -1.010629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -10106286.000000 Penalty: 3704.790039
	Iteration 270Q: 3 clusters Score -1.010629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -10106293.000000 Penalty: 3704.790039
	Iteration 271Q: 3 clusters Score -1.010629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -10106293.000000 Penalty: 3704.790039
	Iteration 272F: 3 clusters Score -1.010629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (133669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133669 members 
Entering Unmasked Estep 
Score: -15052607.000000 Penalty: 1918.007202
	Iteration 0F: 2 clusters Score -1.505261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -14967742.000000 Penalty: 3836.014404
	Iteration 0F: 3 clusters Score -1.496774e+07 nChanged 64162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -15005148.000000 Penalty: 3836.014404
	Iteration 1F: 3 clusters Score -1.500515e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -15006112.000000 Penalty: 3836.014404
	Iteration 2Q: 3 clusters Score -1.500611e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -15007179.000000 Penalty: 3836.014404
	Iteration 3Q: 3 clusters Score -1.500718e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -15008407.000000 Penalty: 3836.014404
	Iteration 4Q: 3 clusters Score -1.500841e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -15010313.000000 Penalty: 3836.014404
	Iteration 5Q: 3 clusters Score -1.501031e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -15013335.000000 Penalty: 3836.014404
	Iteration 6Q: 3 clusters Score -1.501334e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -15018295.000000 Penalty: 3836.014404
	Iteration 7F: 3 clusters Score -1.50183e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -15024579.000000 Penalty: 3836.014404
	Iteration 8F: 3 clusters Score -1.502458e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -15030892.000000 Penalty: 3836.014404
	Iteration 9F: 3 clusters Score -1.503089e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -15034996.000000 Penalty: 3836.014404
	Iteration 10F: 3 clusters Score -1.5035e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -15036714.000000 Penalty: 3836.014404
	Iteration 11Q: 3 clusters Score -1.503671e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -15037289.000000 Penalty: 3836.014404
	Iteration 12Q: 3 clusters Score -1.503729e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -15037715.000000 Penalty: 3836.014404
	Iteration 13Q: 3 clusters Score -1.503772e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -15037999.000000 Penalty: 3836.014404
	Iteration 14Q: 3 clusters Score -1.5038e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -15038244.000000 Penalty: 3836.014404
	Iteration 15Q: 3 clusters Score -1.503824e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -15038470.000000 Penalty: 3836.014404
	Iteration 16Q: 3 clusters Score -1.503847e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -15038662.000000 Penalty: 3836.014404
	Iteration 17Q: 3 clusters Score -1.503866e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -15038868.000000 Penalty: 3836.014404
	Iteration 18Q: 3 clusters Score -1.503887e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -15039010.000000 Penalty: 3836.014404
	Iteration 19Q: 3 clusters Score -1.503901e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -15039129.000000 Penalty: 3836.014404
	Iteration 20F: 3 clusters Score -1.503913e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -15039222.000000 Penalty: 3836.014404
	Iteration 21Q: 3 clusters Score -1.503922e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -15039423.000000 Penalty: 3836.014404
	Iteration 22Q: 3 clusters Score -1.503942e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -15039572.000000 Penalty: 3836.014404
	Iteration 23Q: 3 clusters Score -1.503957e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -15039669.000000 Penalty: 3836.014404
	Iteration 24Q: 3 clusters Score -1.503967e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -15039811.000000 Penalty: 3836.014404
	Iteration 25Q: 3 clusters Score -1.503981e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -15039858.000000 Penalty: 3836.014404
	Iteration 26Q: 3 clusters Score -1.503986e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -15039940.000000 Penalty: 3836.014404
	Iteration 27Q: 3 clusters Score -1.503994e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -15040014.000000 Penalty: 3836.014404
	Iteration 28Q: 3 clusters Score -1.504001e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -15040081.000000 Penalty: 3836.014404
	Iteration 29Q: 3 clusters Score -1.504008e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -15040097.000000 Penalty: 3836.014404
	Iteration 30Q: 3 clusters Score -1.50401e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -15040103.000000 Penalty: 3836.014404
	Iteration 31Q: 3 clusters Score -1.50401e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -15040227.000000 Penalty: 3836.014404
	Iteration 32Q: 3 clusters Score -1.504023e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -15040268.000000 Penalty: 3836.014404
	Iteration 33Q: 3 clusters Score -1.504027e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -15040296.000000 Penalty: 3836.014404
	Iteration 34Q: 3 clusters Score -1.50403e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -15040300.000000 Penalty: 3836.014404
	Iteration 35Q: 3 clusters Score -1.50403e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -15040280.000000 Penalty: 3836.014404
	Iteration 36Q: 3 clusters Score -1.504028e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -15040313.000000 Penalty: 3836.014404
	Iteration 37Q: 3 clusters Score -1.504031e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -15040326.000000 Penalty: 3836.014404
	Iteration 38Q: 3 clusters Score -1.504033e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -15040342.000000 Penalty: 3836.014404
	Iteration 39Q: 3 clusters Score -1.504034e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -15040373.000000 Penalty: 3836.014404
	Iteration 40F: 3 clusters Score -1.504037e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -15040411.000000 Penalty: 3836.014404
	Iteration 41Q: 3 clusters Score -1.504041e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -15040419.000000 Penalty: 3836.014404
	Iteration 42Q: 3 clusters Score -1.504042e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -15040396.000000 Penalty: 3836.014404
	Iteration 43Q: 3 clusters Score -1.50404e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -15040435.000000 Penalty: 3836.014404
	Iteration 44Q: 3 clusters Score -1.504044e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -15040465.000000 Penalty: 3836.014404
	Iteration 45Q: 3 clusters Score -1.504046e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -15040458.000000 Penalty: 3836.014404
	Iteration 46Q: 3 clusters Score -1.504046e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -15040433.000000 Penalty: 3836.014404
	Iteration 47Q: 3 clusters Score -1.504043e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -15040425.000000 Penalty: 3836.014404
	Iteration 48Q: 3 clusters Score -1.504042e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -15040470.000000 Penalty: 3836.014404
	Iteration 49Q: 3 clusters Score -1.504047e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -15040460.000000 Penalty: 3836.014404
	Iteration 50Q: 3 clusters Score -1.504046e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -15040478.000000 Penalty: 3836.014404
	Iteration 51Q: 3 clusters Score -1.504048e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -15040477.000000 Penalty: 3836.014404
	Iteration 52Q: 3 clusters Score -1.504048e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -15040498.000000 Penalty: 3836.014404
	Iteration 53Q: 3 clusters Score -1.50405e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -15040514.000000 Penalty: 3836.014404
	Iteration 54Q: 3 clusters Score -1.504051e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -15040501.000000 Penalty: 3836.014404
	Iteration 55Q: 3 clusters Score -1.50405e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -15040519.000000 Penalty: 3836.014404
	Iteration 56Q: 3 clusters Score -1.504052e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -15040544.000000 Penalty: 3836.014404
	Iteration 57Q: 3 clusters Score -1.504054e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -15040537.000000 Penalty: 3836.014404
	Iteration 58Q: 3 clusters Score -1.504054e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -15040544.000000 Penalty: 3836.014404
	Iteration 59Q: 3 clusters Score -1.504054e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -15040551.000000 Penalty: 3836.014404
	Iteration 60F: 3 clusters Score -1.504055e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -15040616.000000 Penalty: 3836.014404
	Iteration 61Q: 3 clusters Score -1.504062e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -15040653.000000 Penalty: 3836.014404
	Iteration 62Q: 3 clusters Score -1.504065e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -15040698.000000 Penalty: 3836.014404
	Iteration 63Q: 3 clusters Score -1.50407e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -15040720.000000 Penalty: 3836.014404
	Iteration 64Q: 3 clusters Score -1.504072e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -15040742.000000 Penalty: 3836.014404
	Iteration 65Q: 3 clusters Score -1.504074e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -15040753.000000 Penalty: 3836.014404
	Iteration 66Q: 3 clusters Score -1.504075e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -15040749.000000 Penalty: 3836.014404
	Iteration 67Q: 3 clusters Score -1.504075e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -15040806.000000 Penalty: 3836.014404
	Iteration 68Q: 3 clusters Score -1.504081e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -15040832.000000 Penalty: 3836.014404
	Iteration 69Q: 3 clusters Score -1.504083e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -15040862.000000 Penalty: 3836.014404
	Iteration 70Q: 3 clusters Score -1.504086e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -15040875.000000 Penalty: 3836.014404
	Iteration 71Q: 3 clusters Score -1.504088e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -15040905.000000 Penalty: 3836.014404
	Iteration 72Q: 3 clusters Score -1.50409e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -15040943.000000 Penalty: 3836.014404
	Iteration 73Q: 3 clusters Score -1.504094e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -15040967.000000 Penalty: 3836.014404
	Iteration 74Q: 3 clusters Score -1.504097e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -15041002.000000 Penalty: 3836.014404
	Iteration 75Q: 3 clusters Score -1.5041e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -15041112.000000 Penalty: 3836.014404
	Iteration 76Q: 3 clusters Score -1.504111e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -15041159.000000 Penalty: 3836.014404
	Iteration 77Q: 3 clusters Score -1.504116e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -15041186.000000 Penalty: 3836.014404
	Iteration 78Q: 3 clusters Score -1.504119e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -15041205.000000 Penalty: 3836.014404
	Iteration 79Q: 3 clusters Score -1.50412e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -15041251.000000 Penalty: 3836.014404
	Iteration 80F: 3 clusters Score -1.504125e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -15041318.000000 Penalty: 3836.014404
	Iteration 81Q: 3 clusters Score -1.504132e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -15041353.000000 Penalty: 3836.014404
	Iteration 82Q: 3 clusters Score -1.504135e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -15041361.000000 Penalty: 3836.014404
	Iteration 83Q: 3 clusters Score -1.504136e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -15041482.000000 Penalty: 3836.014404
	Iteration 84Q: 3 clusters Score -1.504148e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -15041565.000000 Penalty: 3836.014404
	Iteration 85Q: 3 clusters Score -1.504156e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -15041608.000000 Penalty: 3836.014404
	Iteration 86Q: 3 clusters Score -1.504161e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -15041662.000000 Penalty: 3836.014404
	Iteration 87Q: 3 clusters Score -1.504166e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -15041720.000000 Penalty: 3836.014404
	Iteration 88Q: 3 clusters Score -1.504172e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -15041771.000000 Penalty: 3836.014404
	Iteration 89Q: 3 clusters Score -1.504177e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -15041790.000000 Penalty: 3836.014404
	Iteration 90Q: 3 clusters Score -1.504179e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -15041859.000000 Penalty: 3836.014404
	Iteration 91Q: 3 clusters Score -1.504186e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -15041884.000000 Penalty: 3836.014404
	Iteration 92Q: 3 clusters Score -1.504188e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -15041912.000000 Penalty: 3836.014404
	Iteration 93Q: 3 clusters Score -1.504191e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -15041963.000000 Penalty: 3836.014404
	Iteration 94Q: 3 clusters Score -1.504196e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -15041985.000000 Penalty: 3836.014404
	Iteration 95Q: 3 clusters Score -1.504198e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -15041981.000000 Penalty: 3836.014404
	Iteration 96Q: 3 clusters Score -1.504198e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -15042052.000000 Penalty: 3836.014404
	Iteration 97Q: 3 clusters Score -1.504205e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -15042134.000000 Penalty: 3836.014404
	Iteration 98Q: 3 clusters Score -1.504213e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -15042164.000000 Penalty: 3836.014404
	Iteration 99Q: 3 clusters Score -1.504216e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -15042202.000000 Penalty: 3836.014404
	Iteration 100F: 3 clusters Score -1.50422e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -15042197.000000 Penalty: 3836.014404
	Iteration 101Q: 3 clusters Score -1.50422e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -15042240.000000 Penalty: 3836.014404
	Iteration 102Q: 3 clusters Score -1.504224e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -15042269.000000 Penalty: 3836.014404
	Iteration 103Q: 3 clusters Score -1.504227e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -15042328.000000 Penalty: 3836.014404
	Iteration 104Q: 3 clusters Score -1.504233e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -15042368.000000 Penalty: 3836.014404
	Iteration 105Q: 3 clusters Score -1.504237e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -15042383.000000 Penalty: 3836.014404
	Iteration 106Q: 3 clusters Score -1.504238e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -15042427.000000 Penalty: 3836.014404
	Iteration 107Q: 3 clusters Score -1.504243e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -15042418.000000 Penalty: 3836.014404
	Iteration 108Q: 3 clusters Score -1.504242e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -15042496.000000 Penalty: 3836.014404
	Iteration 109Q: 3 clusters Score -1.50425e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -15042499.000000 Penalty: 3836.014404
	Iteration 110Q: 3 clusters Score -1.50425e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -15042565.000000 Penalty: 3836.014404
	Iteration 111Q: 3 clusters Score -1.504256e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -15042592.000000 Penalty: 3836.014404
	Iteration 112Q: 3 clusters Score -1.504259e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -15042606.000000 Penalty: 3836.014404
	Iteration 113Q: 3 clusters Score -1.504261e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -15042667.000000 Penalty: 3836.014404
	Iteration 114Q: 3 clusters Score -1.504267e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -15042736.000000 Penalty: 3836.014404
	Iteration 115Q: 3 clusters Score -1.504274e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -15042771.000000 Penalty: 3836.014404
	Iteration 116Q: 3 clusters Score -1.504277e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -15042799.000000 Penalty: 3836.014404
	Iteration 117Q: 3 clusters Score -1.50428e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -15042858.000000 Penalty: 3836.014404
	Iteration 118Q: 3 clusters Score -1.504286e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -15042904.000000 Penalty: 3836.014404
	Iteration 119Q: 3 clusters Score -1.50429e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -15042965.000000 Penalty: 3836.014404
	Iteration 120F: 3 clusters Score -1.504296e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -15043003.000000 Penalty: 3836.014404
	Iteration 121Q: 3 clusters Score -1.5043e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -15042991.000000 Penalty: 3836.014404
	Iteration 122Q: 3 clusters Score -1.504299e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -15043059.000000 Penalty: 3836.014404
	Iteration 123Q: 3 clusters Score -1.504306e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -15043076.000000 Penalty: 3836.014404
	Iteration 124Q: 3 clusters Score -1.504308e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -15043158.000000 Penalty: 3836.014404
	Iteration 125Q: 3 clusters Score -1.504316e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -15043225.000000 Penalty: 3836.014404
	Iteration 126Q: 3 clusters Score -1.504322e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -15043312.000000 Penalty: 3836.014404
	Iteration 127Q: 3 clusters Score -1.504331e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -15043338.000000 Penalty: 3836.014404
	Iteration 128Q: 3 clusters Score -1.504334e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -15043386.000000 Penalty: 3836.014404
	Iteration 129Q: 3 clusters Score -1.504339e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -15043437.000000 Penalty: 3836.014404
	Iteration 130Q: 3 clusters Score -1.504344e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -15043494.000000 Penalty: 3836.014404
	Iteration 131Q: 3 clusters Score -1.504349e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -15043609.000000 Penalty: 3836.014404
	Iteration 132Q: 3 clusters Score -1.504361e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 105489 members 
Entering Unmasked Estep 
Score: -15043701.000000 Penalty: 3836.014404
	Iteration 133Q: 3 clusters Score -1.50437e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -15043742.000000 Penalty: 3836.014404
	Iteration 134Q: 3 clusters Score -1.504374e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -15043774.000000 Penalty: 3836.014404
	Iteration 135Q: 3 clusters Score -1.504377e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -15043831.000000 Penalty: 3836.014404
	Iteration 136Q: 3 clusters Score -1.504383e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -15043922.000000 Penalty: 3836.014404
	Iteration 137Q: 3 clusters Score -1.504392e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -15043990.000000 Penalty: 3836.014404
	Iteration 138Q: 3 clusters Score -1.504399e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -15044040.000000 Penalty: 3836.014404
	Iteration 139Q: 3 clusters Score -1.504404e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -15044151.000000 Penalty: 3836.014404
	Iteration 140F: 3 clusters Score -1.504415e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -15044237.000000 Penalty: 3836.014404
	Iteration 141Q: 3 clusters Score -1.504424e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -15044351.000000 Penalty: 3836.014404
	Iteration 142Q: 3 clusters Score -1.504435e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -15044442.000000 Penalty: 3836.014404
	Iteration 143Q: 3 clusters Score -1.504444e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -15044526.000000 Penalty: 3836.014404
	Iteration 144Q: 3 clusters Score -1.504453e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -15044629.000000 Penalty: 3836.014404
	Iteration 145Q: 3 clusters Score -1.504463e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 111419 members 
Entering Unmasked Estep 
Score: -15044814.000000 Penalty: 3836.014404
	Iteration 146Q: 3 clusters Score -1.504481e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -15044944.000000 Penalty: 3836.014404
	Iteration 147Q: 3 clusters Score -1.504494e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -15045089.000000 Penalty: 3836.014404
	Iteration 148Q: 3 clusters Score -1.504509e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -15045174.000000 Penalty: 3836.014404
	Iteration 149Q: 3 clusters Score -1.504517e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 113825 members 
Entering Unmasked Estep 
Score: -15045360.000000 Penalty: 3836.014404
	Iteration 150Q: 3 clusters Score -1.504536e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -15045581.000000 Penalty: 3836.014404
	Iteration 151Q: 3 clusters Score -1.504558e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -15045767.000000 Penalty: 3836.014404
	Iteration 152Q: 3 clusters Score -1.504577e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -15045942.000000 Penalty: 3836.014404
	Iteration 153Q: 3 clusters Score -1.504594e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -15046162.000000 Penalty: 3836.014404
	Iteration 154Q: 3 clusters Score -1.504616e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -15046337.000000 Penalty: 3836.014404
	Iteration 155Q: 3 clusters Score -1.504634e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -15046489.000000 Penalty: 3836.014404
	Iteration 156Q: 3 clusters Score -1.504649e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -15046661.000000 Penalty: 3836.014404
	Iteration 157Q: 3 clusters Score -1.504666e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -15046875.000000 Penalty: 3836.014404
	Iteration 158Q: 3 clusters Score -1.504688e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -15047048.000000 Penalty: 3836.014404
	Iteration 159Q: 3 clusters Score -1.504705e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 120312 members 
Entering Unmasked Estep 
Score: -15047240.000000 Penalty: 3836.014404
	Iteration 160F: 3 clusters Score -1.504724e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 120926 members 
Entering Unmasked Estep 
Score: -15047411.000000 Penalty: 3836.014404
	Iteration 161Q: 3 clusters Score -1.504741e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -15047624.000000 Penalty: 3836.014404
	Iteration 162Q: 3 clusters Score -1.504762e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 122189 members 
Entering Unmasked Estep 
Score: -15047850.000000 Penalty: 3836.014404
	Iteration 163Q: 3 clusters Score -1.504785e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -15048092.000000 Penalty: 3836.014404
	Iteration 164Q: 3 clusters Score -1.504809e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -15048244.000000 Penalty: 3836.014404
	Iteration 165Q: 3 clusters Score -1.504824e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -15048355.000000 Penalty: 3836.014404
	Iteration 166Q: 3 clusters Score -1.504836e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 124244 members 
Entering Unmasked Estep 
Score: -15048524.000000 Penalty: 3836.014404
	Iteration 167Q: 3 clusters Score -1.504852e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -15048674.000000 Penalty: 3836.014404
	Iteration 168Q: 3 clusters Score -1.504867e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 125199 members 
Entering Unmasked Estep 
Score: -15048809.000000 Penalty: 3836.014404
	Iteration 169Q: 3 clusters Score -1.504881e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -15048995.000000 Penalty: 3836.014404
	Iteration 170Q: 3 clusters Score -1.5049e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -15049103.000000 Penalty: 3836.014404
	Iteration 171Q: 3 clusters Score -1.50491e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -15049223.000000 Penalty: 3836.014404
	Iteration 172Q: 3 clusters Score -1.504922e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -15049320.000000 Penalty: 3836.014404
	Iteration 173Q: 3 clusters Score -1.504932e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 127252 members 
Entering Unmasked Estep 
Score: -15049425.000000 Penalty: 3836.014404
	Iteration 174Q: 3 clusters Score -1.504942e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 127594 members 
Entering Unmasked Estep 
Score: -15049549.000000 Penalty: 3836.014404
	Iteration 175Q: 3 clusters Score -1.504955e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 127929 members 
Entering Unmasked Estep 
Score: -15049665.000000 Penalty: 3836.014404
	Iteration 176Q: 3 clusters Score -1.504966e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -15049758.000000 Penalty: 3836.014404
	Iteration 177Q: 3 clusters Score -1.504976e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -15049821.000000 Penalty: 3836.014404
	Iteration 178Q: 3 clusters Score -1.504982e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 128774 members 
Entering Unmasked Estep 
Score: -15049890.000000 Penalty: 3836.014404
	Iteration 179Q: 3 clusters Score -1.504989e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 129014 members 
Entering Unmasked Estep 
Score: -15049976.000000 Penalty: 3836.014404
	Iteration 180F: 3 clusters Score -1.504998e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -15050013.000000 Penalty: 3836.014404
	Iteration 181Q: 3 clusters Score -1.505001e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 129426 members 
Entering Unmasked Estep 
Score: -15050067.000000 Penalty: 3836.014404
	Iteration 182Q: 3 clusters Score -1.505007e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 129615 members 
Entering Unmasked Estep 
Score: -15050130.000000 Penalty: 3836.014404
	Iteration 183Q: 3 clusters Score -1.505013e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -15050175.000000 Penalty: 3836.014404
	Iteration 184Q: 3 clusters Score -1.505018e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -15050249.000000 Penalty: 3836.014404
	Iteration 185Q: 3 clusters Score -1.505025e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 130076 members 
Entering Unmasked Estep 
Score: -15050303.000000 Penalty: 3836.014404
	Iteration 186Q: 3 clusters Score -1.50503e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -15050337.000000 Penalty: 3836.014404
	Iteration 187Q: 3 clusters Score -1.505034e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -15050407.000000 Penalty: 3836.014404
	Iteration 188Q: 3 clusters Score -1.505041e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -15050433.000000 Penalty: 3836.014404
	Iteration 189Q: 3 clusters Score -1.505043e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -15050473.000000 Penalty: 3836.014404
	Iteration 190Q: 3 clusters Score -1.505047e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -15050487.000000 Penalty: 3836.014404
	Iteration 191Q: 3 clusters Score -1.505049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -15050535.000000 Penalty: 3836.014404
	Iteration 192Q: 3 clusters Score -1.505054e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 130787 members 
Entering Unmasked Estep 
Score: -15050541.000000 Penalty: 3836.014404
	Iteration 193Q: 3 clusters Score -1.505054e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -15050588.000000 Penalty: 3836.014404
	Iteration 194Q: 3 clusters Score -1.505059e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 130930 members 
Entering Unmasked Estep 
Score: -15050645.000000 Penalty: 3836.014404
	Iteration 195Q: 3 clusters Score -1.505064e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 130987 members 
Entering Unmasked Estep 
Score: -15050649.000000 Penalty: 3836.014404
	Iteration 196Q: 3 clusters Score -1.505065e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -15050659.000000 Penalty: 3836.014404
	Iteration 197Q: 3 clusters Score -1.505066e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 131110 members 
Entering Unmasked Estep 
Score: -15050656.000000 Penalty: 3836.014404
	Iteration 198Q: 3 clusters Score -1.505066e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 131171 members 
Entering Unmasked Estep 
Score: -15050675.000000 Penalty: 3836.014404
	Iteration 199Q: 3 clusters Score -1.505068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -15050673.000000 Penalty: 3836.014404
	Iteration 200F: 3 clusters Score -1.505067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -15050693.000000 Penalty: 3836.014404
	Iteration 201Q: 3 clusters Score -1.505069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -15050695.000000 Penalty: 3836.014404
	Iteration 202Q: 3 clusters Score -1.50507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 131334 members 
Entering Unmasked Estep 
Score: -15050719.000000 Penalty: 3836.014404
	Iteration 203Q: 3 clusters Score -1.505072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -15050712.000000 Penalty: 3836.014404
	Iteration 204Q: 3 clusters Score -1.505071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -15050722.000000 Penalty: 3836.014404
	Iteration 205Q: 3 clusters Score -1.505072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 131415 members 
Entering Unmasked Estep 
Score: -15050725.000000 Penalty: 3836.014404
	Iteration 206Q: 3 clusters Score -1.505072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -15050742.000000 Penalty: 3836.014404
	Iteration 207Q: 3 clusters Score -1.505074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 131463 members 
Entering Unmasked Estep 
Score: -15050742.000000 Penalty: 3836.014404
	Iteration 208Q: 3 clusters Score -1.505074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
Score: -15050757.000000 Penalty: 3836.014404
	Iteration 209Q: 3 clusters Score -1.505076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -15050771.000000 Penalty: 3836.014404
	Iteration 210Q: 3 clusters Score -1.505077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -15050767.000000 Penalty: 3836.014404
	Iteration 211Q: 3 clusters Score -1.505077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 131532 members 
Entering Unmasked Estep 
Score: -15050779.000000 Penalty: 3836.014404
	Iteration 212Q: 3 clusters Score -1.505078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 131544 members 
Entering Unmasked Estep 
Score: -15050792.000000 Penalty: 3836.014404
	Iteration 213Q: 3 clusters Score -1.505079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -15050780.000000 Penalty: 3836.014404
	Iteration 214Q: 3 clusters Score -1.505078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 131561 members 
Entering Unmasked Estep 
Score: -15050789.000000 Penalty: 3836.014404
	Iteration 215Q: 3 clusters Score -1.505079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 131568 members 
Entering Unmasked Estep 
Score: -15050781.000000 Penalty: 3836.014404
	Iteration 216Q: 3 clusters Score -1.505078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -15050776.000000 Penalty: 3836.014404
	Iteration 217Q: 3 clusters Score -1.505078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -15050780.000000 Penalty: 3836.014404
	Iteration 218Q: 3 clusters Score -1.505078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 131589 members 
Entering Unmasked Estep 
Score: -15050780.000000 Penalty: 3836.014404
	Iteration 219Q: 3 clusters Score -1.505078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -15050766.000000 Penalty: 3836.014404
	Iteration 220F: 3 clusters Score -1.505077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 131600 members 
Entering Unmasked Estep 
Score: -15050773.000000 Penalty: 3836.014404
	Iteration 221Q: 3 clusters Score -1.505077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -15050774.000000 Penalty: 3836.014404
	Iteration 222Q: 3 clusters Score -1.505077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -15050774.000000 Penalty: 3836.014404
	Iteration 223Q: 3 clusters Score -1.505077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -15050772.000000 Penalty: 3836.014404
	Iteration 224Q: 3 clusters Score -1.505077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -15050771.000000 Penalty: 3836.014404
	Iteration 225Q: 3 clusters Score -1.505077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -15050775.000000 Penalty: 3836.014404
	Iteration 226Q: 3 clusters Score -1.505078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -15050775.000000 Penalty: 3836.014404
	Iteration 227Q: 3 clusters Score -1.505078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -15050772.000000 Penalty: 3836.014404
	Iteration 228Q: 3 clusters Score -1.505077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -15050778.000000 Penalty: 3836.014404
	Iteration 229Q: 3 clusters Score -1.505078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -15050774.000000 Penalty: 3836.014404
	Iteration 230Q: 3 clusters Score -1.505077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -15050774.000000 Penalty: 3836.014404
	Iteration 231F: 3 clusters Score -1.505077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Entering Unmasked Estep 
Score: -1153530.125000 Penalty: 1496.566528
	Iteration 0F: 2 clusters Score -1153530 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 5126 members 
Entering Unmasked Estep 
Score: -1146376.750000 Penalty: 2993.133057
	Iteration 0F: 3 clusters Score -1146377 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1148690.750000 Penalty: 2993.133057
	Iteration 1F: 3 clusters Score -1148691 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1148989.375000 Penalty: 2993.133057
	Iteration 2F: 3 clusters Score -1148989 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1149262.750000 Penalty: 2993.133057
	Iteration 3F: 3 clusters Score -1149263 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1149582.750000 Penalty: 2993.133057
	Iteration 4F: 3 clusters Score -1149583 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1149949.875000 Penalty: 2993.133057
	Iteration 5F: 3 clusters Score -1149950 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1150390.500000 Penalty: 2993.133057
	Iteration 6F: 3 clusters Score -1150390 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1150899.000000 Penalty: 2993.133057
	Iteration 7F: 3 clusters Score -1150899 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1151366.250000 Penalty: 2993.133057
	Iteration 8F: 3 clusters Score -1151366 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1151710.875000 Penalty: 2993.133057
	Iteration 9Q: 3 clusters Score -1151711 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1151926.500000 Penalty: 2993.133057
	Iteration 10Q: 3 clusters Score -1151926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1152056.375000 Penalty: 2993.133057
	Iteration 11Q: 3 clusters Score -1152056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1152116.125000 Penalty: 2993.133057
	Iteration 12Q: 3 clusters Score -1152116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1152151.375000 Penalty: 2993.133057
	Iteration 13Q: 3 clusters Score -1152151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1152168.625000 Penalty: 2993.133057
	Iteration 14Q: 3 clusters Score -1152169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1152175.875000 Penalty: 2993.133057
	Iteration 15Q: 3 clusters Score -1152176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1152186.375000 Penalty: 2993.133057
	Iteration 16Q: 3 clusters Score -1152186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1152190.625000 Penalty: 2993.133057
	Iteration 17Q: 3 clusters Score -1152191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1152195.125000 Penalty: 2993.133057
	Iteration 18Q: 3 clusters Score -1152195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1152202.125000 Penalty: 2993.133057
	Iteration 19Q: 3 clusters Score -1152202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1152208.250000 Penalty: 2993.133057
	Iteration 20F: 3 clusters Score -1152208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1152211.125000 Penalty: 2993.133057
	Iteration 21Q: 3 clusters Score -1152211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1152214.750000 Penalty: 2993.133057
	Iteration 22Q: 3 clusters Score -1152215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1152216.625000 Penalty: 2993.133057
	Iteration 23Q: 3 clusters Score -1152217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1152216.625000 Penalty: 2993.133057
	Iteration 24F: 3 clusters Score -1152217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -20622.550781 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -20622.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19917.271484 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -19917.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20041.140625 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -20041.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20066.939453 Penalty: 1772.979370
	Iteration 2F: 3 clusters Score -20066.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20086.429688 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -20086.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20087.630859 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -20087.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20087.630859 Penalty: 1772.979370
	Iteration 5F: 3 clusters Score -20087.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Entering Unmasked Estep 
Score: -9925543.000000 Penalty: 1851.648682
	Iteration 0F: 2 clusters Score -9925543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -9866344.000000 Penalty: 3703.297363
	Iteration 0F: 3 clusters Score -9866344 nChanged 42273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -9890800.000000 Penalty: 3703.297363
	Iteration 1F: 3 clusters Score -9890800 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -9891554.000000 Penalty: 3703.297363
	Iteration 2Q: 3 clusters Score -9891554 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -9892767.000000 Penalty: 3703.297363
	Iteration 3Q: 3 clusters Score -9892767 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9894950.000000 Penalty: 3703.297363
	Iteration 4Q: 3 clusters Score -9894950 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -9898613.000000 Penalty: 3703.297363
	Iteration 5F: 3 clusters Score -9898613 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -9904173.000000 Penalty: 3703.297363
	Iteration 6F: 3 clusters Score -9904173 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -9910977.000000 Penalty: 3703.297363
	Iteration 7F: 3 clusters Score -9910977 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -9916616.000000 Penalty: 3703.297363
	Iteration 8F: 3 clusters Score -9916616 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -9920297.000000 Penalty: 3703.297363
	Iteration 9Q: 3 clusters Score -9920297 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9922334.000000 Penalty: 3703.297363
	Iteration 10Q: 3 clusters Score -9922334 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9923219.000000 Penalty: 3703.297363
	Iteration 11Q: 3 clusters Score -9923219 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9923552.000000 Penalty: 3703.297363
	Iteration 12Q: 3 clusters Score -9923552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9923693.000000 Penalty: 3703.297363
	Iteration 13Q: 3 clusters Score -9923693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9923779.000000 Penalty: 3703.297363
	Iteration 14Q: 3 clusters Score -9923779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9923851.000000 Penalty: 3703.297363
	Iteration 15Q: 3 clusters Score -9923851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9923877.000000 Penalty: 3703.297363
	Iteration 16Q: 3 clusters Score -9923877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9923896.000000 Penalty: 3703.297363
	Iteration 17Q: 3 clusters Score -9923896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9923924.000000 Penalty: 3703.297363
	Iteration 18Q: 3 clusters Score -9923924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9923944.000000 Penalty: 3703.297363
	Iteration 19Q: 3 clusters Score -9923944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9923951.000000 Penalty: 3703.297363
	Iteration 20F: 3 clusters Score -9923951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9923954.000000 Penalty: 3703.297363
	Iteration 21Q: 3 clusters Score -9923954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9923960.000000 Penalty: 3703.297363
	Iteration 22Q: 3 clusters Score -9923960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9923960.000000 Penalty: 3703.297363
	Iteration 23Q: 3 clusters Score -9923960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9923964.000000 Penalty: 3703.297363
	Iteration 24Q: 3 clusters Score -9923964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9923967.000000 Penalty: 3703.297363
	Iteration 25Q: 3 clusters Score -9923967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9923967.000000 Penalty: 3703.297363
	Iteration 26Q: 3 clusters Score -9923967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9923967.000000 Penalty: 3703.297363
	Iteration 27Q: 3 clusters Score -9923967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9923974.000000 Penalty: 3703.297363
	Iteration 28Q: 3 clusters Score -9923974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9923979.000000 Penalty: 3703.297363
	Iteration 29Q: 3 clusters Score -9923979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9923986.000000 Penalty: 3703.297363
	Iteration 30Q: 3 clusters Score -9923986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9923986.000000 Penalty: 3703.297363
	Iteration 31Q: 3 clusters Score -9923986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9923986.000000 Penalty: 3703.297363
	Iteration 32F: 3 clusters Score -9923986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -744667.437500 Penalty: 1424.260132
	Iteration 0F: 2 clusters Score -744667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -739799.125000 Penalty: 2848.520264
	Iteration 0F: 3 clusters Score -739799.1 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -741278.500000 Penalty: 2848.520264
	Iteration 1F: 3 clusters Score -741278.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -741432.937500 Penalty: 2848.520264
	Iteration 2F: 3 clusters Score -741432.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -741533.812500 Penalty: 2848.520264
	Iteration 3Q: 3 clusters Score -741533.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -741608.750000 Penalty: 2848.520264
	Iteration 4Q: 3 clusters Score -741608.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -741681.437500 Penalty: 2848.520264
	Iteration 5Q: 3 clusters Score -741681.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -741766.437500 Penalty: 2848.520264
	Iteration 6Q: 3 clusters Score -741766.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -741867.875000 Penalty: 2848.520264
	Iteration 7Q: 3 clusters Score -741867.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -742009.062500 Penalty: 2848.520264
	Iteration 8Q: 3 clusters Score -742009.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -742166.312500 Penalty: 2848.520264
	Iteration 9Q: 3 clusters Score -742166.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -742333.625000 Penalty: 2848.520264
	Iteration 10Q: 3 clusters Score -742333.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -742499.375000 Penalty: 2848.520264
	Iteration 11Q: 3 clusters Score -742499.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -742688.062500 Penalty: 2848.520264
	Iteration 12Q: 3 clusters Score -742688.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -742883.375000 Penalty: 2848.520264
	Iteration 13Q: 3 clusters Score -742883.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -743040.625000 Penalty: 2848.520264
	Iteration 14Q: 3 clusters Score -743040.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -743140.687500 Penalty: 2848.520264
	Iteration 15Q: 3 clusters Score -743140.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -743226.437500 Penalty: 2848.520264
	Iteration 16Q: 3 clusters Score -743226.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -743286.500000 Penalty: 2848.520264
	Iteration 17Q: 3 clusters Score -743286.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -743315.500000 Penalty: 2848.520264
	Iteration 18Q: 3 clusters Score -743315.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -743338.375000 Penalty: 2848.520264
	Iteration 19Q: 3 clusters Score -743338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -743356.125000 Penalty: 2848.520264
	Iteration 20F: 3 clusters Score -743356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -743374.062500 Penalty: 2848.520264
	Iteration 21Q: 3 clusters Score -743374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -743386.000000 Penalty: 2848.520264
	Iteration 22Q: 3 clusters Score -743386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -743395.812500 Penalty: 2848.520264
	Iteration 23Q: 3 clusters Score -743395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -743401.875000 Penalty: 2848.520264
	Iteration 24Q: 3 clusters Score -743401.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -743411.625000 Penalty: 2848.520264
	Iteration 25Q: 3 clusters Score -743411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -743424.812500 Penalty: 2848.520264
	Iteration 26Q: 3 clusters Score -743424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -743436.250000 Penalty: 2848.520264
	Iteration 27Q: 3 clusters Score -743436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -743442.125000 Penalty: 2848.520264
	Iteration 28Q: 3 clusters Score -743442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -743447.750000 Penalty: 2848.520264
	Iteration 29Q: 3 clusters Score -743447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -743454.437500 Penalty: 2848.520264
	Iteration 30Q: 3 clusters Score -743454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -743465.937500 Penalty: 2848.520264
	Iteration 31Q: 3 clusters Score -743465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -743469.750000 Penalty: 2848.520264
	Iteration 32Q: 3 clusters Score -743469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -743470.875000 Penalty: 2848.520264
	Iteration 33Q: 3 clusters Score -743470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -743473.562500 Penalty: 2848.520264
	Iteration 34Q: 3 clusters Score -743473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -743473.562500 Penalty: 2848.520264
	Iteration 35F: 3 clusters Score -743473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10930 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 46790 members 
Mstep: Class 7 contains 71696 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 104452 members 
Mstep: Class 13 contains 89264 members 
Mstep: Class 14 contains 133669 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 18 contains 88855 members 
Mstep: Class 19 contains 6404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739464.000000 Penalty: 30212.712891
Iteration 119Q: 15 clusters Score -6.473946e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10922 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 46638 members 
Mstep: Class 7 contains 71676 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 104427 members 
Mstep: Class 13 contains 89364 members 
Mstep: Class 14 contains 133696 members 
Mstep: Class 15 contains 10064 members 
Mstep: Class 16 contains 233 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739528.000000 Penalty: 30212.712891
Iteration 120F: 15 clusters Score -6.473953e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 46511 members 
Mstep: Class 7 contains 71658 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 104414 members 
Mstep: Class 13 contains 89448 members 
Mstep: Class 14 contains 133708 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 18 contains 88869 members 
Mstep: Class 19 contains 6541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739780.000000 Penalty: 30212.712891
Iteration 121Q: 15 clusters Score -6.473978e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10918 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 46383 members 
Mstep: Class 7 contains 71649 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 104393 members 
Mstep: Class 13 contains 89522 members 
Mstep: Class 14 contains 133723 members 
Mstep: Class 15 contains 10199 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 18 contains 88869 members 
Mstep: Class 19 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739836.000000 Penalty: 30212.712891
Iteration 122Q: 15 clusters Score -6.473984e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10918 members 
Mstep: Class 3 contains 9847 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 46266 members 
Mstep: Class 7 contains 71635 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 104369 members 
Mstep: Class 13 contains 89589 members 
Mstep: Class 14 contains 133722 members 
Mstep: Class 15 contains 10259 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 18 contains 88876 members 
Mstep: Class 19 contains 6706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740132.000000 Penalty: 30212.712891
Iteration 123Q: 15 clusters Score -6.474013e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10914 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 46159 members 
Mstep: Class 7 contains 71614 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 104339 members 
Mstep: Class 13 contains 89636 members 
Mstep: Class 14 contains 133734 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88882 members 
Mstep: Class 19 contains 6822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740240.000000 Penalty: 30212.712891
Iteration 124Q: 15 clusters Score -6.474024e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 9700 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 46047 members 
Mstep: Class 7 contains 71598 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 104312 members 
Mstep: Class 13 contains 89684 members 
Mstep: Class 14 contains 133778 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88883 members 
Mstep: Class 19 contains 6922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740220.000000 Penalty: 30212.712891
Iteration 125Q: 15 clusters Score -6.474022e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 9615 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 45976 members 
Mstep: Class 7 contains 71588 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 104267 members 
Mstep: Class 13 contains 89735 members 
Mstep: Class 14 contains 133775 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88890 members 
Mstep: Class 19 contains 7033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740224.000000 Penalty: 30212.712891
Iteration 126Q: 15 clusters Score -6.474022e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10891 members 
Mstep: Class 3 contains 9539 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 45881 members 
Mstep: Class 7 contains 71586 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 104234 members 
Mstep: Class 13 contains 89779 members 
Mstep: Class 14 contains 133770 members 
Mstep: Class 15 contains 10493 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88891 members 
Mstep: Class 19 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740328.000000 Penalty: 30212.712891
Iteration 127Q: 15 clusters Score -6.474033e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10881 members 
Mstep: Class 3 contains 9481 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 45745 members 
Mstep: Class 7 contains 71574 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 104212 members 
Mstep: Class 13 contains 89822 members 
Mstep: Class 14 contains 133790 members 
Mstep: Class 15 contains 10552 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 18 contains 88895 members 
Mstep: Class 19 contains 7259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740436.000000 Penalty: 30212.712891
Iteration 128Q: 15 clusters Score -6.474044e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10873 members 
Mstep: Class 3 contains 9407 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 45656 members 
Mstep: Class 7 contains 71560 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 104160 members 
Mstep: Class 13 contains 89852 members 
Mstep: Class 14 contains 133857 members 
Mstep: Class 15 contains 10607 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88889 members 
Mstep: Class 19 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740452.000000 Penalty: 30212.712891
Iteration 129Q: 15 clusters Score -6.474045e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10869 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 45541 members 
Mstep: Class 7 contains 71544 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 104100 members 
Mstep: Class 13 contains 89905 members 
Mstep: Class 14 contains 133902 members 
Mstep: Class 15 contains 10682 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88883 members 
Mstep: Class 19 contains 7443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740512.000000 Penalty: 30212.712891
Iteration 130Q: 15 clusters Score -6.474051e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 45441 members 
Mstep: Class 7 contains 71530 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 104045 members 
Mstep: Class 13 contains 89953 members 
Mstep: Class 14 contains 133944 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 18 contains 88886 members 
Mstep: Class 19 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740528.000000 Penalty: 30212.712891
Iteration 131Q: 15 clusters Score -6.474053e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10864 members 
Mstep: Class 3 contains 9199 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 45331 members 
Mstep: Class 7 contains 71513 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 103979 members 
Mstep: Class 13 contains 90008 members 
Mstep: Class 14 contains 133991 members 
Mstep: Class 15 contains 10841 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 18 contains 88886 members 
Mstep: Class 19 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740612.000000 Penalty: 30212.712891
Iteration 132Q: 15 clusters Score -6.474061e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10864 members 
Mstep: Class 3 contains 9123 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 45219 members 
Mstep: Class 7 contains 71492 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 103912 members 
Mstep: Class 13 contains 90089 members 
Mstep: Class 14 contains 134046 members 
Mstep: Class 15 contains 10910 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 18 contains 88884 members 
Mstep: Class 19 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740648.000000 Penalty: 30212.712891
Iteration 133Q: 15 clusters Score -6.474065e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10859 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 45110 members 
Mstep: Class 7 contains 71474 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 103840 members 
Mstep: Class 13 contains 90165 members 
Mstep: Class 14 contains 134102 members 
Mstep: Class 15 contains 10978 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 18 contains 88884 members 
Mstep: Class 19 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740760.000000 Penalty: 30212.712891
Iteration 134Q: 15 clusters Score -6.474076e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10853 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 44988 members 
Mstep: Class 7 contains 71452 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103778 members 
Mstep: Class 13 contains 90219 members 
Mstep: Class 14 contains 134165 members 
Mstep: Class 15 contains 11046 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 18 contains 88878 members 
Mstep: Class 19 contains 7838 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 15 clusters Score -6.474078e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 44873 members 
Mstep: Class 7 contains 71435 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 103708 members 
Mstep: Class 13 contains 90277 members 
Mstep: Class 14 contains 134187 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 18 contains 88875 members 
Mstep: Class 19 contains 7929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740792.000000 Penalty: 30212.712891
Iteration 136Q: 15 clusters Score -6.474079e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 7 contains 71420 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 103648 members 
Mstep: Class 13 contains 90318 members 
Mstep: Class 14 contains 134217 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 18 contains 88869 members 
Mstep: Class 19 contains 8027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740700.000000 Penalty: 30212.712891
Iteration 137Q: 15 clusters Score -6.47407e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10832 members 
Mstep: Class 3 contains 8891 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 44655 members 
Mstep: Class 7 contains 71405 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 103603 members 
Mstep: Class 13 contains 90371 members 
Mstep: Class 14 contains 134228 members 
Mstep: Class 15 contains 11224 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740760.000000 Penalty: 30212.712891
Iteration 138Q: 15 clusters Score -6.474076e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 10826 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 3369 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 7 contains 71391 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 103558 members 
Mstep: Class 13 contains 90397 members 
Mstep: Class 14 contains 134205 members 
Mstep: Class 15 contains 11279 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 18 contains 88863 members 
Mstep: Class 19 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740856.000000 Penalty: 30212.712891
Iteration 139Q: 15 clusters Score -6.474086e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10823 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 5 contains 44499 members 
Mstep: Class 7 contains 71376 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 103506 members 
Mstep: Class 13 contains 90415 members 
Mstep: Class 14 contains 134230 members 
Mstep: Class 15 contains 11327 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88865 members 
Mstep: Class 19 contains 8311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741128.000000 Penalty: 30212.712891
Iteration 140F: 15 clusters Score -6.474113e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10810 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 3370 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 7 contains 71359 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 103452 members 
Mstep: Class 13 contains 90418 members 
Mstep: Class 14 contains 134274 members 
Mstep: Class 15 contains 11369 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 18 contains 88858 members 
Mstep: Class 19 contains 8396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741328.000000 Penalty: 30212.712891
Iteration 141Q: 15 clusters Score -6.474133e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 44394 members 
Mstep: Class 7 contains 71334 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 103384 members 
Mstep: Class 13 contains 90437 members 
Mstep: Class 14 contains 134321 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 18 contains 88854 members 
Mstep: Class 19 contains 8499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741156.000000 Penalty: 30212.712891
Iteration 142Q: 15 clusters Score -6.474116e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10798 members 
Mstep: Class 3 contains 8692 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 44331 members 
Mstep: Class 7 contains 71324 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 103335 members 
Mstep: Class 13 contains 90442 members 
Mstep: Class 14 contains 134353 members 
Mstep: Class 15 contains 11432 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 18 contains 88855 members 
Mstep: Class 19 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741144.000000 Penalty: 30212.712891
Iteration 143Q: 15 clusters Score -6.474114e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10793 members 
Mstep: Class 3 contains 8653 members 
Mstep: Class 4 contains 3380 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 7 contains 71312 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 103305 members 
Mstep: Class 13 contains 90447 members 
Mstep: Class 14 contains 134355 members 
Mstep: Class 15 contains 11476 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 18 contains 88856 members 
Mstep: Class 19 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741316.000000 Penalty: 30212.712891
Iteration 144Q: 15 clusters Score -6.474132e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10792 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 44203 members 
Mstep: Class 7 contains 71297 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 103268 members 
Mstep: Class 13 contains 90458 members 
Mstep: Class 14 contains 134346 members 
Mstep: Class 15 contains 11526 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 8779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741460.000000 Penalty: 30212.712891
Iteration 145Q: 15 clusters Score -6.474146e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 44106 members 
Mstep: Class 7 contains 71295 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103243 members 
Mstep: Class 13 contains 90466 members 
Mstep: Class 14 contains 134341 members 
Mstep: Class 15 contains 11577 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 18 contains 88862 members 
Mstep: Class 19 contains 8875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741304.000000 Penalty: 30212.712891
Iteration 146Q: 15 clusters Score -6.47413e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 10789 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 44004 members 
Mstep: Class 7 contains 71285 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103204 members 
Mstep: Class 13 contains 90479 members 
Mstep: Class 14 contains 134348 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 18 contains 88866 members 
Mstep: Class 19 contains 8981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741392.000000 Penalty: 30212.712891
Iteration 147Q: 15 clusters Score -6.474139e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10781 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 3385 members 
Mstep: Class 5 contains 43901 members 
Mstep: Class 7 contains 71276 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103164 members 
Mstep: Class 13 contains 90499 members 
Mstep: Class 14 contains 134364 members 
Mstep: Class 15 contains 11671 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 18 contains 88869 members 
Mstep: Class 19 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741280.000000 Penalty: 30212.712891
Iteration 148Q: 15 clusters Score -6.474128e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10774 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 43817 members 
Mstep: Class 7 contains 71264 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103110 members 
Mstep: Class 13 contains 90522 members 
Mstep: Class 14 contains 134389 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 18 contains 88868 members 
Mstep: Class 19 contains 9212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741268.000000 Penalty: 30212.712891
Iteration 149Q: 15 clusters Score -6.474127e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10769 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 43735 members 
Mstep: Class 7 contains 71255 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 103069 members 
Mstep: Class 13 contains 90533 members 
Mstep: Class 14 contains 134408 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88869 members 
Mstep: Class 19 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741204.000000 Penalty: 30212.712891
Iteration 150Q: 15 clusters Score -6.47412e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 43665 members 
Mstep: Class 7 contains 71237 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 103014 members 
Mstep: Class 13 contains 90533 members 
Mstep: Class 14 contains 134428 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88864 members 
Mstep: Class 19 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741208.000000 Penalty: 30212.712891
Iteration 151Q: 15 clusters Score -6.474121e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 43603 members 
Mstep: Class 7 contains 71222 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 102941 members 
Mstep: Class 13 contains 90535 members 
Mstep: Class 14 contains 134457 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741244.000000 Penalty: 30212.712891
Iteration 152Q: 15 clusters Score -6.474124e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 43534 members 
Mstep: Class 7 contains 71214 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102898 members 
Mstep: Class 13 contains 90509 members 
Mstep: Class 14 contains 134492 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88859 members 
Mstep: Class 19 contains 9742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741212.000000 Penalty: 30212.712891
Iteration 153Q: 15 clusters Score -6.474121e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 3389 members 
Mstep: Class 5 contains 43475 members 
Mstep: Class 7 contains 71208 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102855 members 
Mstep: Class 13 contains 90491 members 
Mstep: Class 14 contains 134525 members 
Mstep: Class 15 contains 11815 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 18 contains 88853 members 
Mstep: Class 19 contains 9866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741200.000000 Penalty: 30212.712891
Iteration 154Q: 15 clusters Score -6.47412e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 43406 members 
Mstep: Class 7 contains 71202 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102816 members 
Mstep: Class 13 contains 90496 members 
Mstep: Class 14 contains 134556 members 
Mstep: Class 15 contains 11823 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88852 members 
Mstep: Class 19 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741212.000000 Penalty: 30212.712891
Iteration 155Q: 15 clusters Score -6.474121e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 43331 members 
Mstep: Class 7 contains 71196 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102793 members 
Mstep: Class 13 contains 90480 members 
Mstep: Class 14 contains 134581 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88854 members 
Mstep: Class 19 contains 10083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741332.000000 Penalty: 30212.712891
Iteration 156Q: 15 clusters Score -6.474133e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 43274 members 
Mstep: Class 7 contains 71198 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102745 members 
Mstep: Class 13 contains 90461 members 
Mstep: Class 14 contains 134612 members 
Mstep: Class 15 contains 11839 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88854 members 
Mstep: Class 19 contains 10197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741344.000000 Penalty: 30212.712891
Iteration 157Q: 15 clusters Score -6.474134e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 8177 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 43224 members 
Mstep: Class 7 contains 71196 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 102686 members 
Mstep: Class 13 contains 90424 members 
Mstep: Class 14 contains 134662 members 
Mstep: Class 15 contains 11841 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88853 members 
Mstep: Class 19 contains 10323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741404.000000 Penalty: 30212.712891
Iteration 158Q: 15 clusters Score -6.47414e+07 nChanged 521
Entering ConstructFrom: 
Score: -64741404.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -611898.187500 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -611898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -607727.250000 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -607727.2 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -608891.062500 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -608891.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -609100.812500 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -609100.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -609247.437500 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -609247.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -609367.687500 Penalty: 2788.554443
	Iteration 4Q: 3 clusters Score -609367.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -609476.062500 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -609476.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -609587.625000 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -609587.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -609713.937500 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -609713.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -609838.375000 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -609838.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -609993.500000 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -609993.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -610121.062500 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -610121.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -610262.937500 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -610262.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -610393.625000 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -610393.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -610504.875000 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -610504.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -610588.625000 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -610588.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -610644.812500 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -610644.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -610678.937500 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -610678.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -610711.312500 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -610711.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -610728.750000 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -610728.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -610739.750000 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -610739.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -610749.937500 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -610749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -610754.500000 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -610754.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -610757.500000 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -610757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -610759.187500 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -610759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -610759.500000 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -610759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -610760.250000 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -610760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -610761.250000 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -610761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -610762.312500 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -610762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -610762.500000 Penalty: 2788.554443
	Iteration 28Q: 3 clusters Score -610762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -610762.500000 Penalty: 2788.554443
	Iteration 29F: 3 clusters Score -610762.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Entering Unmasked Estep 
Score: -1224668.875000 Penalty: 1507.978271
	Iteration 0F: 2 clusters Score -1224669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1216948.875000 Penalty: 3015.956543
	Iteration 0F: 3 clusters Score -1216949 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1219506.750000 Penalty: 3015.956543
	Iteration 1F: 3 clusters Score -1219507 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1219840.500000 Penalty: 3015.956543
	Iteration 2F: 3 clusters Score -1219840 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1220151.375000 Penalty: 3015.956543
	Iteration 3F: 3 clusters Score -1220151 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1220472.250000 Penalty: 3015.956543
	Iteration 4F: 3 clusters Score -1220472 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1220856.125000 Penalty: 3015.956543
	Iteration 5F: 3 clusters Score -1220856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1221314.375000 Penalty: 3015.956543
	Iteration 6F: 3 clusters Score -1221314 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1221803.875000 Penalty: 3015.956543
	Iteration 7F: 3 clusters Score -1221804 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1222266.000000 Penalty: 3015.956543
	Iteration 8F: 3 clusters Score -1222266 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1222670.625000 Penalty: 3015.956543
	Iteration 9Q: 3 clusters Score -1222671 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1222936.375000 Penalty: 3015.956543
	Iteration 10Q: 3 clusters Score -1222936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1223099.250000 Penalty: 3015.956543
	Iteration 11Q: 3 clusters Score -1223099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1223178.500000 Penalty: 3015.956543
	Iteration 12Q: 3 clusters Score -1223178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1223211.250000 Penalty: 3015.956543
	Iteration 13Q: 3 clusters Score -1223211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1223236.500000 Penalty: 3015.956543
	Iteration 14Q: 3 clusters Score -1223236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1223263.875000 Penalty: 3015.956543
	Iteration 15Q: 3 clusters Score -1223264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1223281.625000 Penalty: 3015.956543
	Iteration 16Q: 3 clusters Score -1223282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1223292.625000 Penalty: 3015.956543
	Iteration 17Q: 3 clusters Score -1223293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1223308.500000 Penalty: 3015.956543
	Iteration 18Q: 3 clusters Score -1223308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1223325.000000 Penalty: 3015.956543
	Iteration 19Q: 3 clusters Score -1223325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1223337.500000 Penalty: 3015.956543
	Iteration 20F: 3 clusters Score -1223338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1223347.125000 Penalty: 3015.956543
	Iteration 21Q: 3 clusters Score -1223347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1223354.250000 Penalty: 3015.956543
	Iteration 22Q: 3 clusters Score -1223354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1223361.500000 Penalty: 3015.956543
	Iteration 23Q: 3 clusters Score -1223362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1223361.625000 Penalty: 3015.956543
	Iteration 24Q: 3 clusters Score -1223362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1223362.750000 Penalty: 3015.956543
	Iteration 25Q: 3 clusters Score -1223363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1223363.000000 Penalty: 3015.956543
	Iteration 26Q: 3 clusters Score -1223363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1223363.000000 Penalty: 3015.956543
	Iteration 27F: 3 clusters Score -1223363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Entering Unmasked Estep 
Score: -878835.687500 Penalty: 1463.418213
	Iteration 0F: 2 clusters Score -878835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -872903.312500 Penalty: 2926.836426
	Iteration 0F: 3 clusters Score -872903.3 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -874814.562500 Penalty: 2926.836426
	Iteration 1F: 3 clusters Score -874814.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -875152.312500 Penalty: 2926.836426
	Iteration 2F: 3 clusters Score -875152.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -875562.125000 Penalty: 2926.836426
	Iteration 3F: 3 clusters Score -875562.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -875987.062500 Penalty: 2926.836426
	Iteration 4F: 3 clusters Score -875987.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -876418.312500 Penalty: 2926.836426
	Iteration 5F: 3 clusters Score -876418.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -876827.750000 Penalty: 2926.836426
	Iteration 6F: 3 clusters Score -876827.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -877209.000000 Penalty: 2926.836426
	Iteration 7F: 3 clusters Score -877209 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -877548.187500 Penalty: 2926.836426
	Iteration 8F: 3 clusters Score -877548.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -877800.625000 Penalty: 2926.836426
	Iteration 9Q: 3 clusters Score -877800.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -877958.062500 Penalty: 2926.836426
	Iteration 10Q: 3 clusters Score -877958.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -878055.625000 Penalty: 2926.836426
	Iteration 11Q: 3 clusters Score -878055.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -878126.812500 Penalty: 2926.836426
	Iteration 12Q: 3 clusters Score -878126.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -878167.687500 Penalty: 2926.836426
	Iteration 13Q: 3 clusters Score -878167.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -878200.937500 Penalty: 2926.836426
	Iteration 14Q: 3 clusters Score -878200.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -878226.187500 Penalty: 2926.836426
	Iteration 15Q: 3 clusters Score -878226.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -878241.000000 Penalty: 2926.836426
	Iteration 16Q: 3 clusters Score -878241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -878255.812500 Penalty: 2926.836426
	Iteration 17Q: 3 clusters Score -878255.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -878272.250000 Penalty: 2926.836426
	Iteration 18Q: 3 clusters Score -878272.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -878292.187500 Penalty: 2926.836426
	Iteration 19Q: 3 clusters Score -878292.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -878303.312500 Penalty: 2926.836426
	Iteration 20F: 3 clusters Score -878303.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -878313.375000 Penalty: 2926.836426
	Iteration 21Q: 3 clusters Score -878313.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -878326.687500 Penalty: 2926.836426
	Iteration 22Q: 3 clusters Score -878326.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -878339.437500 Penalty: 2926.836426
	Iteration 23Q: 3 clusters Score -878339.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -878352.312500 Penalty: 2926.836426
	Iteration 24Q: 3 clusters Score -878352.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -878367.687500 Penalty: 2926.836426
	Iteration 25Q: 3 clusters Score -878367.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -878383.812500 Penalty: 2926.836426
	Iteration 26Q: 3 clusters Score -878383.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -878397.687500 Penalty: 2926.836426
	Iteration 27Q: 3 clusters Score -878397.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -878412.625000 Penalty: 2926.836426
	Iteration 28Q: 3 clusters Score -878412.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -878429.750000 Penalty: 2926.836426
	Iteration 29Q: 3 clusters Score -878429.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -878441.875000 Penalty: 2926.836426
	Iteration 30Q: 3 clusters Score -878441.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -878457.812500 Penalty: 2926.836426
	Iteration 31Q: 3 clusters Score -878457.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -878470.000000 Penalty: 2926.836426
	Iteration 32Q: 3 clusters Score -878470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -878479.937500 Penalty: 2926.836426
	Iteration 33Q: 3 clusters Score -878479.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -878486.312500 Penalty: 2926.836426
	Iteration 34Q: 3 clusters Score -878486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -878489.062500 Penalty: 2926.836426
	Iteration 35Q: 3 clusters Score -878489.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -878492.875000 Penalty: 2926.836426
	Iteration 36Q: 3 clusters Score -878492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -878496.000000 Penalty: 2926.836426
	Iteration 37Q: 3 clusters Score -878496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -878500.375000 Penalty: 2926.836426
	Iteration 38Q: 3 clusters Score -878500.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -878504.500000 Penalty: 2926.836426
	Iteration 39Q: 3 clusters Score -878504.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -878506.062500 Penalty: 2926.836426
	Iteration 40F: 3 clusters Score -878506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -878507.375000 Penalty: 2926.836426
	Iteration 41Q: 3 clusters Score -878507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -878508.187500 Penalty: 2926.836426
	Iteration 42Q: 3 clusters Score -878508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -878510.312500 Penalty: 2926.836426
	Iteration 43Q: 3 clusters Score -878510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -878513.687500 Penalty: 2926.836426
	Iteration 44Q: 3 clusters Score -878513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -878514.500000 Penalty: 2926.836426
	Iteration 45Q: 3 clusters Score -878514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -878519.750000 Penalty: 2926.836426
	Iteration 46Q: 3 clusters Score -878519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -878517.062500 Penalty: 2926.836426
	Iteration 47Q: 3 clusters Score -878517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -878519.812500 Penalty: 2926.836426
	Iteration 48Q: 3 clusters Score -878519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -878525.125000 Penalty: 2926.836426
	Iteration 49Q: 3 clusters Score -878525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -878528.125000 Penalty: 2926.836426
	Iteration 50Q: 3 clusters Score -878528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -878528.312500 Penalty: 2926.836426
	Iteration 51Q: 3 clusters Score -878528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -878527.625000 Penalty: 2926.836426
	Iteration 52Q: 3 clusters Score -878527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -878527.312500 Penalty: 2926.836426
	Iteration 53Q: 3 clusters Score -878527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -878527.375000 Penalty: 2926.836426
	Iteration 54Q: 3 clusters Score -878527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -878529.562500 Penalty: 2926.836426
	Iteration 55Q: 3 clusters Score -878529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -878531.312500 Penalty: 2926.836426
	Iteration 56Q: 3 clusters Score -878531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -878532.750000 Penalty: 2926.836426
	Iteration 57Q: 3 clusters Score -878532.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -878537.062500 Penalty: 2926.836426
	Iteration 58Q: 3 clusters Score -878537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -878538.000000 Penalty: 2926.836426
	Iteration 59Q: 3 clusters Score -878538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -878539.187500 Penalty: 2926.836426
	Iteration 60F: 3 clusters Score -878539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -878541.375000 Penalty: 2926.836426
	Iteration 61Q: 3 clusters Score -878541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -878541.562500 Penalty: 2926.836426
	Iteration 62Q: 3 clusters Score -878541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -878544.187500 Penalty: 2926.836426
	Iteration 63Q: 3 clusters Score -878544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -878545.062500 Penalty: 2926.836426
	Iteration 64Q: 3 clusters Score -878545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -878545.812500 Penalty: 2926.836426
	Iteration 65Q: 3 clusters Score -878545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -878546.812500 Penalty: 2926.836426
	Iteration 66Q: 3 clusters Score -878546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -878547.750000 Penalty: 2926.836426
	Iteration 67Q: 3 clusters Score -878547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -878547.062500 Penalty: 2926.836426
	Iteration 68Q: 3 clusters Score -878547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -878550.312500 Penalty: 2926.836426
	Iteration 69Q: 3 clusters Score -878550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -878550.687500 Penalty: 2926.836426
	Iteration 70Q: 3 clusters Score -878550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -878553.625000 Penalty: 2926.836426
	Iteration 71Q: 3 clusters Score -878553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -878552.875000 Penalty: 2926.836426
	Iteration 72Q: 3 clusters Score -878552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -878553.812500 Penalty: 2926.836426
	Iteration 73Q: 3 clusters Score -878553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -878553.625000 Penalty: 2926.836426
	Iteration 74Q: 3 clusters Score -878553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -878555.250000 Penalty: 2926.836426
	Iteration 75Q: 3 clusters Score -878555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -878556.625000 Penalty: 2926.836426
	Iteration 76Q: 3 clusters Score -878556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -878558.937500 Penalty: 2926.836426
	Iteration 77Q: 3 clusters Score -878558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -878558.687500 Penalty: 2926.836426
	Iteration 78Q: 3 clusters Score -878558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -878558.687500 Penalty: 2926.836426
	Iteration 79Q: 3 clusters Score -878558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -878559.375000 Penalty: 2926.836426
	Iteration 80F: 3 clusters Score -878559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -878560.312500 Penalty: 2926.836426
	Iteration 81Q: 3 clusters Score -878560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -878560.312500 Penalty: 2926.836426
	Iteration 82F: 3 clusters Score -878560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -356144.406250 Penalty: 1321.517090
	Iteration 0F: 2 clusters Score -356144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -353135.687500 Penalty: 2643.034180
	Iteration 0F: 3 clusters Score -353135.7 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -353972.156250 Penalty: 2643.034180
	Iteration 1F: 3 clusters Score -353972.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -354160.875000 Penalty: 2643.034180
	Iteration 2F: 3 clusters Score -354160.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -354286.343750 Penalty: 2643.034180
	Iteration 3F: 3 clusters Score -354286.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -354390.875000 Penalty: 2643.034180
	Iteration 4Q: 3 clusters Score -354390.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -354471.062500 Penalty: 2643.034180
	Iteration 5Q: 3 clusters Score -354471.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354574.875000 Penalty: 2643.034180
	Iteration 6Q: 3 clusters Score -354574.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -354688.750000 Penalty: 2643.034180
	Iteration 7Q: 3 clusters Score -354688.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -354813.250000 Penalty: 2643.034180
	Iteration 8Q: 3 clusters Score -354813.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -354992.125000 Penalty: 2643.034180
	Iteration 9Q: 3 clusters Score -354992.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -355208.156250 Penalty: 2643.034180
	Iteration 10Q: 3 clusters Score -355208.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -355421.375000 Penalty: 2643.034180
	Iteration 11Q: 3 clusters Score -355421.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -355597.500000 Penalty: 2643.034180
	Iteration 12Q: 3 clusters Score -355597.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -355734.812500 Penalty: 2643.034180
	Iteration 13Q: 3 clusters Score -355734.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -355808.500000 Penalty: 2643.034180
	Iteration 14Q: 3 clusters Score -355808.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -355845.625000 Penalty: 2643.034180
	Iteration 15Q: 3 clusters Score -355845.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -355869.781250 Penalty: 2643.034180
	Iteration 16Q: 3 clusters Score -355869.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -355887.093750 Penalty: 2643.034180
	Iteration 17Q: 3 clusters Score -355887.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -355903.625000 Penalty: 2643.034180
	Iteration 18Q: 3 clusters Score -355903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -355916.500000 Penalty: 2643.034180
	Iteration 19Q: 3 clusters Score -355916.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -355929.187500 Penalty: 2643.034180
	Iteration 20F: 3 clusters Score -355929.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -355941.250000 Penalty: 2643.034180
	Iteration 21Q: 3 clusters Score -355941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -355952.250000 Penalty: 2643.034180
	Iteration 22Q: 3 clusters Score -355952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -355967.718750 Penalty: 2643.034180
	Iteration 23Q: 3 clusters Score -355967.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -355989.625000 Penalty: 2643.034180
	Iteration 24Q: 3 clusters Score -355989.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -356001.187500 Penalty: 2643.034180
	Iteration 25Q: 3 clusters Score -356001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -356011.937500 Penalty: 2643.034180
	Iteration 26Q: 3 clusters Score -356011.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -356021.406250 Penalty: 2643.034180
	Iteration 27Q: 3 clusters Score -356021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -356027.343750 Penalty: 2643.034180
	Iteration 28Q: 3 clusters Score -356027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -356029.531250 Penalty: 2643.034180
	Iteration 29Q: 3 clusters Score -356029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -356030.562500 Penalty: 2643.034180
	Iteration 30Q: 3 clusters Score -356030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -356030.531250 Penalty: 2643.034180
	Iteration 31Q: 3 clusters Score -356030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -356030.875000 Penalty: 2643.034180
	Iteration 32Q: 3 clusters Score -356030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -356030.875000 Penalty: 2643.034180
	Iteration 33F: 3 clusters Score -356030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Entering Unmasked Estep 
Score: -4790591.000000 Penalty: 1734.361450
	Iteration 0F: 2 clusters Score -4790591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4761646.000000 Penalty: 3468.722900
	Iteration 0F: 3 clusters Score -4761646 nChanged 20235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4772831.000000 Penalty: 3468.722900
	Iteration 1F: 3 clusters Score -4772831 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4773206.500000 Penalty: 3468.722900
	Iteration 2Q: 3 clusters Score -4773206 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -4773599.000000 Penalty: 3468.722900
	Iteration 3Q: 3 clusters Score -4773599 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4774117.500000 Penalty: 3468.722900
	Iteration 4Q: 3 clusters Score -4774118 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -4774970.500000 Penalty: 3468.722900
	Iteration 5Q: 3 clusters Score -4774970 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4776322.500000 Penalty: 3468.722900
	Iteration 6F: 3 clusters Score -4776322 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4778467.500000 Penalty: 3468.722900
	Iteration 7F: 3 clusters Score -4778468 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4781422.000000 Penalty: 3468.722900
	Iteration 8F: 3 clusters Score -4781422 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -4784614.500000 Penalty: 3468.722900
	Iteration 9F: 3 clusters Score -4784614 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4787063.000000 Penalty: 3468.722900
	Iteration 10F: 3 clusters Score -4787063 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -4788364.500000 Penalty: 3468.722900
	Iteration 11Q: 3 clusters Score -4788364 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -4788800.000000 Penalty: 3468.722900
	Iteration 12Q: 3 clusters Score -4788800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -4788933.000000 Penalty: 3468.722900
	Iteration 13Q: 3 clusters Score -4788933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -4788996.500000 Penalty: 3468.722900
	Iteration 14Q: 3 clusters Score -4788996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -4789020.000000 Penalty: 3468.722900
	Iteration 15Q: 3 clusters Score -4789020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -4789027.000000 Penalty: 3468.722900
	Iteration 16Q: 3 clusters Score -4789027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -4789026.500000 Penalty: 3468.722900
	Iteration 17Q: 3 clusters Score -4789026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -4789035.500000 Penalty: 3468.722900
	Iteration 18Q: 3 clusters Score -4789036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4789048.500000 Penalty: 3468.722900
	Iteration 19Q: 3 clusters Score -4789048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4789052.000000 Penalty: 3468.722900
	Iteration 20F: 3 clusters Score -4789052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4789052.000000 Penalty: 3468.722900
	Iteration 21Q: 3 clusters Score -4789052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4789052.000000 Penalty: 3468.722900
	Iteration 22F: 3 clusters Score -4789052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Entering Unmasked Estep 
Score: -8090315.500000 Penalty: 1815.627686
	Iteration 0F: 2 clusters Score -8090316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8042616.000000 Penalty: 3631.255371
	Iteration 0F: 3 clusters Score -8042616 nChanged 33739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -8062025.000000 Penalty: 3631.255371
	Iteration 1F: 3 clusters Score -8062025 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -8062645.000000 Penalty: 3631.255371
	Iteration 2Q: 3 clusters Score -8062645 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8063397.500000 Penalty: 3631.255371
	Iteration 3Q: 3 clusters Score -8063398 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8064295.500000 Penalty: 3631.255371
	Iteration 4Q: 3 clusters Score -8064296 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -8065618.500000 Penalty: 3631.255371
	Iteration 5Q: 3 clusters Score -8065618 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -8067472.500000 Penalty: 3631.255371
	Iteration 6Q: 3 clusters Score -8067472 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8070280.000000 Penalty: 3631.255371
	Iteration 7F: 3 clusters Score -8070280 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -8073789.500000 Penalty: 3631.255371
	Iteration 8F: 3 clusters Score -8073790 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -8077171.500000 Penalty: 3631.255371
	Iteration 9F: 3 clusters Score -8077172 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -8079759.000000 Penalty: 3631.255371
	Iteration 10F: 3 clusters Score -8079759 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -8081568.000000 Penalty: 3631.255371
	Iteration 11Q: 3 clusters Score -8081568 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8082957.000000 Penalty: 3631.255371
	Iteration 12Q: 3 clusters Score -8082957 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8084172.000000 Penalty: 3631.255371
	Iteration 13Q: 3 clusters Score -8084172 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -8085177.500000 Penalty: 3631.255371
	Iteration 14Q: 3 clusters Score -8085178 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -8086098.000000 Penalty: 3631.255371
	Iteration 15Q: 3 clusters Score -8086098 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8086931.000000 Penalty: 3631.255371
	Iteration 16Q: 3 clusters Score -8086931 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8087632.500000 Penalty: 3631.255371
	Iteration 17Q: 3 clusters Score -8087632 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8088156.500000 Penalty: 3631.255371
	Iteration 18Q: 3 clusters Score -8088156 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8088490.000000 Penalty: 3631.255371
	Iteration 19Q: 3 clusters Score -8088490 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8088699.500000 Penalty: 3631.255371
	Iteration 20F: 3 clusters Score -8088700 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8088859.000000 Penalty: 3631.255371
	Iteration 21Q: 3 clusters Score -8088859 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8088924.500000 Penalty: 3631.255371
	Iteration 22Q: 3 clusters Score -8088924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8088974.500000 Penalty: 3631.255371
	Iteration 23Q: 3 clusters Score -8088974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8089026.500000 Penalty: 3631.255371
	Iteration 24Q: 3 clusters Score -8089026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8089068.000000 Penalty: 3631.255371
	Iteration 25Q: 3 clusters Score -8089068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8089091.000000 Penalty: 3631.255371
	Iteration 26Q: 3 clusters Score -8089091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8089096.500000 Penalty: 3631.255371
	Iteration 27Q: 3 clusters Score -8089096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8089126.500000 Penalty: 3631.255371
	Iteration 28Q: 3 clusters Score -8089126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8089124.000000 Penalty: 3631.255371
	Iteration 29Q: 3 clusters Score -8089124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8089128.000000 Penalty: 3631.255371
	Iteration 30Q: 3 clusters Score -8089128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8089133.500000 Penalty: 3631.255371
	Iteration 31Q: 3 clusters Score -8089134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8089133.500000 Penalty: 3631.255371
	Iteration 32Q: 3 clusters Score -8089134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8089133.500000 Penalty: 3631.255371
	Iteration 33Q: 3 clusters Score -8089134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8089132.000000 Penalty: 3631.255371
	Iteration 34Q: 3 clusters Score -8089132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8089130.500000 Penalty: 3631.255371
	Iteration 35Q: 3 clusters Score -8089130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8089129.500000 Penalty: 3631.255371
	Iteration 36Q: 3 clusters Score -8089130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8089137.500000 Penalty: 3631.255371
	Iteration 37Q: 3 clusters Score -8089138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8089128.500000 Penalty: 3631.255371
	Iteration 38Q: 3 clusters Score -8089128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8089128.000000 Penalty: 3631.255371
	Iteration 39Q: 3 clusters Score -8089128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8089129.000000 Penalty: 3631.255371
	Iteration 40F: 3 clusters Score -8089129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8089129.000000 Penalty: 3631.255371
	Iteration 41Q: 3 clusters Score -8089129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8089129.000000 Penalty: 3631.255371
	Iteration 42F: 3 clusters Score -8089129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Entering Unmasked Estep 
Score: -494292.843750 Penalty: 1367.139282
	Iteration 0F: 2 clusters Score -494292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -490651.218750 Penalty: 2734.278564
	Iteration 0F: 3 clusters Score -490651.2 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -491630.343750 Penalty: 2734.278564
	Iteration 1F: 3 clusters Score -491630.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -491866.250000 Penalty: 2734.278564
	Iteration 2F: 3 clusters Score -491866.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -492066.593750 Penalty: 2734.278564
	Iteration 3F: 3 clusters Score -492066.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -492259.281250 Penalty: 2734.278564
	Iteration 4F: 3 clusters Score -492259.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -492478.406250 Penalty: 2734.278564
	Iteration 5F: 3 clusters Score -492478.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -492732.781250 Penalty: 2734.278564
	Iteration 6F: 3 clusters Score -492732.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -493022.843750 Penalty: 2734.278564
	Iteration 7F: 3 clusters Score -493022.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -493319.468750 Penalty: 2734.278564
	Iteration 8F: 3 clusters Score -493319.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -493567.125000 Penalty: 2734.278564
	Iteration 9F: 3 clusters Score -493567.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -493758.593750 Penalty: 2734.278564
	Iteration 10Q: 3 clusters Score -493758.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -493859.468750 Penalty: 2734.278564
	Iteration 11Q: 3 clusters Score -493859.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -493921.218750 Penalty: 2734.278564
	Iteration 12Q: 3 clusters Score -493921.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -493962.125000 Penalty: 2734.278564
	Iteration 13Q: 3 clusters Score -493962.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -493999.750000 Penalty: 2734.278564
	Iteration 14Q: 3 clusters Score -493999.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -494034.531250 Penalty: 2734.278564
	Iteration 15Q: 3 clusters Score -494034.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -494064.187500 Penalty: 2734.278564
	Iteration 16Q: 3 clusters Score -494064.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -494085.875000 Penalty: 2734.278564
	Iteration 17Q: 3 clusters Score -494085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -494110.125000 Penalty: 2734.278564
	Iteration 18Q: 3 clusters Score -494110.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -494132.781250 Penalty: 2734.278564
	Iteration 19Q: 3 clusters Score -494132.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -494143.531250 Penalty: 2734.278564
	Iteration 20F: 3 clusters Score -494143.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -494148.656250 Penalty: 2734.278564
	Iteration 21Q: 3 clusters Score -494148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -494152.218750 Penalty: 2734.278564
	Iteration 22Q: 3 clusters Score -494152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -494153.625000 Penalty: 2734.278564
	Iteration 23Q: 3 clusters Score -494153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -494154.812500 Penalty: 2734.278564
	Iteration 24Q: 3 clusters Score -494154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -494157.718750 Penalty: 2734.278564
	Iteration 25Q: 3 clusters Score -494157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -494157.375000 Penalty: 2734.278564
	Iteration 26Q: 3 clusters Score -494157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -494157.375000 Penalty: 2734.278564
	Iteration 27F: 3 clusters Score -494157.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (102634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Entering Unmasked Estep 
Score: -11594625.000000 Penalty: 1875.075195
	Iteration 0F: 2 clusters Score -1.159462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -11526591.000000 Penalty: 3750.150391
	Iteration 0F: 3 clusters Score -1.152659e+07 nChanged 49267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -11556694.000000 Penalty: 3750.150391
	Iteration 1F: 3 clusters Score -1.155669e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -11558687.000000 Penalty: 3750.150391
	Iteration 2Q: 3 clusters Score -1.155869e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -11561404.000000 Penalty: 3750.150391
	Iteration 3F: 3 clusters Score -1.15614e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -11565069.000000 Penalty: 3750.150391
	Iteration 4F: 3 clusters Score -1.156507e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -11569970.000000 Penalty: 3750.150391
	Iteration 5F: 3 clusters Score -1.156997e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -11575340.000000 Penalty: 3750.150391
	Iteration 6F: 3 clusters Score -1.157534e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -11579205.000000 Penalty: 3750.150391
	Iteration 7F: 3 clusters Score -1.15792e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -11580936.000000 Penalty: 3750.150391
	Iteration 8Q: 3 clusters Score -1.158094e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -11581704.000000 Penalty: 3750.150391
	Iteration 9Q: 3 clusters Score -1.15817e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -11582070.000000 Penalty: 3750.150391
	Iteration 10Q: 3 clusters Score -1.158207e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -11582205.000000 Penalty: 3750.150391
	Iteration 11Q: 3 clusters Score -1.15822e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -11582400.000000 Penalty: 3750.150391
	Iteration 12Q: 3 clusters Score -1.15824e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -11582570.000000 Penalty: 3750.150391
	Iteration 13Q: 3 clusters Score -1.158257e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -11582675.000000 Penalty: 3750.150391
	Iteration 14Q: 3 clusters Score -1.158268e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -11582860.000000 Penalty: 3750.150391
	Iteration 15Q: 3 clusters Score -1.158286e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -11583048.000000 Penalty: 3750.150391
	Iteration 16Q: 3 clusters Score -1.158305e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -11583201.000000 Penalty: 3750.150391
	Iteration 17Q: 3 clusters Score -1.15832e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11583323.000000 Penalty: 3750.150391
	Iteration 18Q: 3 clusters Score -1.158332e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -11583441.000000 Penalty: 3750.150391
	Iteration 19Q: 3 clusters Score -1.158344e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -11583533.000000 Penalty: 3750.150391
	Iteration 20F: 3 clusters Score -1.158353e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -11583666.000000 Penalty: 3750.150391
	Iteration 21Q: 3 clusters Score -1.158367e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -11583817.000000 Penalty: 3750.150391
	Iteration 22Q: 3 clusters Score -1.158382e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -11583863.000000 Penalty: 3750.150391
	Iteration 23Q: 3 clusters Score -1.158386e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -11584015.000000 Penalty: 3750.150391
	Iteration 24Q: 3 clusters Score -1.158402e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -11584168.000000 Penalty: 3750.150391
	Iteration 25Q: 3 clusters Score -1.158417e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -11584409.000000 Penalty: 3750.150391
	Iteration 26Q: 3 clusters Score -1.158441e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -11584673.000000 Penalty: 3750.150391
	Iteration 27Q: 3 clusters Score -1.158467e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -11584878.000000 Penalty: 3750.150391
	Iteration 28Q: 3 clusters Score -1.158488e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -11585065.000000 Penalty: 3750.150391
	Iteration 29Q: 3 clusters Score -1.158506e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11585206.000000 Penalty: 3750.150391
	Iteration 30Q: 3 clusters Score -1.158521e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -11585389.000000 Penalty: 3750.150391
	Iteration 31Q: 3 clusters Score -1.158539e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -11585611.000000 Penalty: 3750.150391
	Iteration 32Q: 3 clusters Score -1.158561e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -11585893.000000 Penalty: 3750.150391
	Iteration 33Q: 3 clusters Score -1.158589e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -11586161.000000 Penalty: 3750.150391
	Iteration 34Q: 3 clusters Score -1.158616e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -11586468.000000 Penalty: 3750.150391
	Iteration 35Q: 3 clusters Score -1.158647e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -11586825.000000 Penalty: 3750.150391
	Iteration 36Q: 3 clusters Score -1.158682e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -11587144.000000 Penalty: 3750.150391
	Iteration 37Q: 3 clusters Score -1.158714e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -11587506.000000 Penalty: 3750.150391
	Iteration 38Q: 3 clusters Score -1.158751e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -11587843.000000 Penalty: 3750.150391
	Iteration 39Q: 3 clusters Score -1.158784e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -11588140.000000 Penalty: 3750.150391
	Iteration 40F: 3 clusters Score -1.158814e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -11588452.000000 Penalty: 3750.150391
	Iteration 41Q: 3 clusters Score -1.158845e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -11588751.000000 Penalty: 3750.150391
	Iteration 42Q: 3 clusters Score -1.158875e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -11589020.000000 Penalty: 3750.150391
	Iteration 43Q: 3 clusters Score -1.158902e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -11589254.000000 Penalty: 3750.150391
	Iteration 44Q: 3 clusters Score -1.158925e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -11589453.000000 Penalty: 3750.150391
	Iteration 45Q: 3 clusters Score -1.158945e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -11589636.000000 Penalty: 3750.150391
	Iteration 46Q: 3 clusters Score -1.158964e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -11589873.000000 Penalty: 3750.150391
	Iteration 47Q: 3 clusters Score -1.158987e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -11590153.000000 Penalty: 3750.150391
	Iteration 48Q: 3 clusters Score -1.159015e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -11590430.000000 Penalty: 3750.150391
	Iteration 49Q: 3 clusters Score -1.159043e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -11590595.000000 Penalty: 3750.150391
	Iteration 50Q: 3 clusters Score -1.15906e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -11590728.000000 Penalty: 3750.150391
	Iteration 51Q: 3 clusters Score -1.159073e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -11590954.000000 Penalty: 3750.150391
	Iteration 52Q: 3 clusters Score -1.159095e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -11591085.000000 Penalty: 3750.150391
	Iteration 53Q: 3 clusters Score -1.159108e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -11591242.000000 Penalty: 3750.150391
	Iteration 54Q: 3 clusters Score -1.159124e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -11591397.000000 Penalty: 3750.150391
	Iteration 55Q: 3 clusters Score -1.15914e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -11591563.000000 Penalty: 3750.150391
	Iteration 56Q: 3 clusters Score -1.159156e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -11591677.000000 Penalty: 3750.150391
	Iteration 57Q: 3 clusters Score -1.159168e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -11591779.000000 Penalty: 3750.150391
	Iteration 58Q: 3 clusters Score -1.159178e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -11591866.000000 Penalty: 3750.150391
	Iteration 59Q: 3 clusters Score -1.159187e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -11591968.000000 Penalty: 3750.150391
	Iteration 60F: 3 clusters Score -1.159197e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -11592063.000000 Penalty: 3750.150391
	Iteration 61Q: 3 clusters Score -1.159206e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -11592212.000000 Penalty: 3750.150391
	Iteration 62Q: 3 clusters Score -1.159221e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -11592292.000000 Penalty: 3750.150391
	Iteration 63Q: 3 clusters Score -1.159229e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -11592422.000000 Penalty: 3750.150391
	Iteration 64Q: 3 clusters Score -1.159242e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -11592469.000000 Penalty: 3750.150391
	Iteration 65Q: 3 clusters Score -1.159247e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -11592573.000000 Penalty: 3750.150391
	Iteration 66Q: 3 clusters Score -1.159257e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -11592613.000000 Penalty: 3750.150391
	Iteration 67Q: 3 clusters Score -1.159261e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -11592704.000000 Penalty: 3750.150391
	Iteration 68Q: 3 clusters Score -1.15927e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -11592759.000000 Penalty: 3750.150391
	Iteration 69Q: 3 clusters Score -1.159276e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -11592790.000000 Penalty: 3750.150391
	Iteration 70Q: 3 clusters Score -1.159279e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11592880.000000 Penalty: 3750.150391
	Iteration 71Q: 3 clusters Score -1.159288e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -11592927.000000 Penalty: 3750.150391
	Iteration 72Q: 3 clusters Score -1.159293e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -11593013.000000 Penalty: 3750.150391
	Iteration 73Q: 3 clusters Score -1.159301e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -11593027.000000 Penalty: 3750.150391
	Iteration 74Q: 3 clusters Score -1.159303e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -11593061.000000 Penalty: 3750.150391
	Iteration 75Q: 3 clusters Score -1.159306e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -11593098.000000 Penalty: 3750.150391
	Iteration 76Q: 3 clusters Score -1.15931e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -11593149.000000 Penalty: 3750.150391
	Iteration 77Q: 3 clusters Score -1.159315e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -11593197.000000 Penalty: 3750.150391
	Iteration 78Q: 3 clusters Score -1.15932e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -11593190.000000 Penalty: 3750.150391
	Iteration 79Q: 3 clusters Score -1.159319e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -11593232.000000 Penalty: 3750.150391
	Iteration 80F: 3 clusters Score -1.159323e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -11593229.000000 Penalty: 3750.150391
	Iteration 81Q: 3 clusters Score -1.159323e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -11593254.000000 Penalty: 3750.150391
	Iteration 82Q: 3 clusters Score -1.159325e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -11593253.000000 Penalty: 3750.150391
	Iteration 83Q: 3 clusters Score -1.159325e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11593262.000000 Penalty: 3750.150391
	Iteration 84Q: 3 clusters Score -1.159326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -11593274.000000 Penalty: 3750.150391
	Iteration 85Q: 3 clusters Score -1.159327e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -11593280.000000 Penalty: 3750.150391
	Iteration 86Q: 3 clusters Score -1.159328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -11593301.000000 Penalty: 3750.150391
	Iteration 87Q: 3 clusters Score -1.15933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -11593311.000000 Penalty: 3750.150391
	Iteration 88Q: 3 clusters Score -1.159331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -11593321.000000 Penalty: 3750.150391
	Iteration 89Q: 3 clusters Score -1.159332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -11593342.000000 Penalty: 3750.150391
	Iteration 90Q: 3 clusters Score -1.159334e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -11593341.000000 Penalty: 3750.150391
	Iteration 91Q: 3 clusters Score -1.159334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11593316.000000 Penalty: 3750.150391
	Iteration 92Q: 3 clusters Score -1.159332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11593320.000000 Penalty: 3750.150391
	Iteration 93Q: 3 clusters Score -1.159332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -11593331.000000 Penalty: 3750.150391
	Iteration 94Q: 3 clusters Score -1.159333e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -11593360.000000 Penalty: 3750.150391
	Iteration 95Q: 3 clusters Score -1.159336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11593384.000000 Penalty: 3750.150391
	Iteration 96Q: 3 clusters Score -1.159338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -11593414.000000 Penalty: 3750.150391
	Iteration 97Q: 3 clusters Score -1.159341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11593414.000000 Penalty: 3750.150391
	Iteration 98Q: 3 clusters Score -1.159341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -11593426.000000 Penalty: 3750.150391
	Iteration 99Q: 3 clusters Score -1.159343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -11593445.000000 Penalty: 3750.150391
	Iteration 100F: 3 clusters Score -1.159344e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11593455.000000 Penalty: 3750.150391
	Iteration 101Q: 3 clusters Score -1.159346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -11593452.000000 Penalty: 3750.150391
	Iteration 102Q: 3 clusters Score -1.159345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11593467.000000 Penalty: 3750.150391
	Iteration 103Q: 3 clusters Score -1.159347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11593482.000000 Penalty: 3750.150391
	Iteration 104Q: 3 clusters Score -1.159348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -11593495.000000 Penalty: 3750.150391
	Iteration 105Q: 3 clusters Score -1.15935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11593495.000000 Penalty: 3750.150391
	Iteration 106Q: 3 clusters Score -1.15935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11593488.000000 Penalty: 3750.150391
	Iteration 107Q: 3 clusters Score -1.159349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99384 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -11593493.000000 Penalty: 3750.150391
	Iteration 108Q: 3 clusters Score -1.159349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -11593494.000000 Penalty: 3750.150391
	Iteration 109Q: 3 clusters Score -1.159349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -11593502.000000 Penalty: 3750.150391
	Iteration 110Q: 3 clusters Score -1.15935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11593502.000000 Penalty: 3750.150391
	Iteration 111Q: 3 clusters Score -1.15935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11593502.000000 Penalty: 3750.150391
	Iteration 112Q: 3 clusters Score -1.15935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -11593514.000000 Penalty: 3750.150391
	Iteration 113Q: 3 clusters Score -1.159351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11593527.000000 Penalty: 3750.150391
	Iteration 114Q: 3 clusters Score -1.159353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11593511.000000 Penalty: 3750.150391
	Iteration 115Q: 3 clusters Score -1.159351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11593517.000000 Penalty: 3750.150391
	Iteration 116Q: 3 clusters Score -1.159352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -11593519.000000 Penalty: 3750.150391
	Iteration 117Q: 3 clusters Score -1.159352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -11593537.000000 Penalty: 3750.150391
	Iteration 118Q: 3 clusters Score -1.159354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -11593536.000000 Penalty: 3750.150391
	Iteration 119Q: 3 clusters Score -1.159354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -11593531.000000 Penalty: 3750.150391
	Iteration 120F: 3 clusters Score -1.159353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11593537.000000 Penalty: 3750.150391
	Iteration 121Q: 3 clusters Score -1.159354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11593535.000000 Penalty: 3750.150391
	Iteration 122Q: 3 clusters Score -1.159354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -11593536.000000 Penalty: 3750.150391
	Iteration 123Q: 3 clusters Score -1.159354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11593536.000000 Penalty: 3750.150391
	Iteration 124Q: 3 clusters Score -1.159354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11593535.000000 Penalty: 3750.150391
	Iteration 125Q: 3 clusters Score -1.159354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11593535.000000 Penalty: 3750.150391
	Iteration 126F: 3 clusters Score -1.159354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (90368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Entering Unmasked Estep 
Score: -10230522.000000 Penalty: 1854.392456
	Iteration 0F: 2 clusters Score -1.023052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -10170240.000000 Penalty: 3708.784912
	Iteration 0F: 3 clusters Score -1.017024e+07 nChanged 43305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -10195550.000000 Penalty: 3708.784912
	Iteration 1F: 3 clusters Score -1.019555e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -10196492.000000 Penalty: 3708.784912
	Iteration 2Q: 3 clusters Score -1.019649e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -10197763.000000 Penalty: 3708.784912
	Iteration 3Q: 3 clusters Score -1.019776e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -10199449.000000 Penalty: 3708.784912
	Iteration 4Q: 3 clusters Score -1.019945e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -10202190.000000 Penalty: 3708.784912
	Iteration 5F: 3 clusters Score -1.020219e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10206354.000000 Penalty: 3708.784912
	Iteration 6F: 3 clusters Score -1.020635e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -10212273.000000 Penalty: 3708.784912
	Iteration 7F: 3 clusters Score -1.021227e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -10219012.000000 Penalty: 3708.784912
	Iteration 8F: 3 clusters Score -1.021901e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -10223124.000000 Penalty: 3708.784912
	Iteration 9F: 3 clusters Score -1.022312e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -10224404.000000 Penalty: 3708.784912
	Iteration 10Q: 3 clusters Score -1.02244e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -10224764.000000 Penalty: 3708.784912
	Iteration 11Q: 3 clusters Score -1.022476e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -10224891.000000 Penalty: 3708.784912
	Iteration 12Q: 3 clusters Score -1.022489e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -10225045.000000 Penalty: 3708.784912
	Iteration 13Q: 3 clusters Score -1.022504e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -10225149.000000 Penalty: 3708.784912
	Iteration 14Q: 3 clusters Score -1.022515e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -10225208.000000 Penalty: 3708.784912
	Iteration 15Q: 3 clusters Score -1.022521e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -10225213.000000 Penalty: 3708.784912
	Iteration 16Q: 3 clusters Score -1.022521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -10225200.000000 Penalty: 3708.784912
	Iteration 17Q: 3 clusters Score -1.02252e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -10225220.000000 Penalty: 3708.784912
	Iteration 18Q: 3 clusters Score -1.022522e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -10225236.000000 Penalty: 3708.784912
	Iteration 19Q: 3 clusters Score -1.022524e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10225219.000000 Penalty: 3708.784912
	Iteration 20F: 3 clusters Score -1.022522e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -10225216.000000 Penalty: 3708.784912
	Iteration 21Q: 3 clusters Score -1.022522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -10225185.000000 Penalty: 3708.784912
	Iteration 22Q: 3 clusters Score -1.022518e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -10225183.000000 Penalty: 3708.784912
	Iteration 23Q: 3 clusters Score -1.022518e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -10225199.000000 Penalty: 3708.784912
	Iteration 24Q: 3 clusters Score -1.02252e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -10225214.000000 Penalty: 3708.784912
	Iteration 25Q: 3 clusters Score -1.022521e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -10225188.000000 Penalty: 3708.784912
	Iteration 26Q: 3 clusters Score -1.022519e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -10225185.000000 Penalty: 3708.784912
	Iteration 27Q: 3 clusters Score -1.022518e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -10225170.000000 Penalty: 3708.784912
	Iteration 28Q: 3 clusters Score -1.022517e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -10225162.000000 Penalty: 3708.784912
	Iteration 29Q: 3 clusters Score -1.022516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -10225149.000000 Penalty: 3708.784912
	Iteration 30Q: 3 clusters Score -1.022515e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -10225148.000000 Penalty: 3708.784912
	Iteration 31Q: 3 clusters Score -1.022515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -10225116.000000 Penalty: 3708.784912
	Iteration 32Q: 3 clusters Score -1.022512e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -10225107.000000 Penalty: 3708.784912
	Iteration 33Q: 3 clusters Score -1.022511e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -10225093.000000 Penalty: 3708.784912
	Iteration 34Q: 3 clusters Score -1.022509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -10225100.000000 Penalty: 3708.784912
	Iteration 35Q: 3 clusters Score -1.02251e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -10225095.000000 Penalty: 3708.784912
	Iteration 36Q: 3 clusters Score -1.02251e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -10225092.000000 Penalty: 3708.784912
	Iteration 37Q: 3 clusters Score -1.022509e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -10225064.000000 Penalty: 3708.784912
	Iteration 38Q: 3 clusters Score -1.022506e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -10225057.000000 Penalty: 3708.784912
	Iteration 39Q: 3 clusters Score -1.022506e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -10225054.000000 Penalty: 3708.784912
	Iteration 40F: 3 clusters Score -1.022505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -10225056.000000 Penalty: 3708.784912
	Iteration 41Q: 3 clusters Score -1.022506e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -10225030.000000 Penalty: 3708.784912
	Iteration 42Q: 3 clusters Score -1.022503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -10225011.000000 Penalty: 3708.784912
	Iteration 43Q: 3 clusters Score -1.022501e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -10224985.000000 Penalty: 3708.784912
	Iteration 44Q: 3 clusters Score -1.022498e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -10224987.000000 Penalty: 3708.784912
	Iteration 45Q: 3 clusters Score -1.022499e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -10224982.000000 Penalty: 3708.784912
	Iteration 46Q: 3 clusters Score -1.022498e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -10225011.000000 Penalty: 3708.784912
	Iteration 47Q: 3 clusters Score -1.022501e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -10224987.000000 Penalty: 3708.784912
	Iteration 48Q: 3 clusters Score -1.022499e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -10224991.000000 Penalty: 3708.784912
	Iteration 49Q: 3 clusters Score -1.022499e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -10224989.000000 Penalty: 3708.784912
	Iteration 50Q: 3 clusters Score -1.022499e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -10224953.000000 Penalty: 3708.784912
	Iteration 51Q: 3 clusters Score -1.022495e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -10224953.000000 Penalty: 3708.784912
	Iteration 52Q: 3 clusters Score -1.022495e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -10224970.000000 Penalty: 3708.784912
	Iteration 53Q: 3 clusters Score -1.022497e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -10224985.000000 Penalty: 3708.784912
	Iteration 54Q: 3 clusters Score -1.022498e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -10224947.000000 Penalty: 3708.784912
	Iteration 55Q: 3 clusters Score -1.022495e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -10224898.000000 Penalty: 3708.784912
	Iteration 56Q: 3 clusters Score -1.02249e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -10224924.000000 Penalty: 3708.784912
	Iteration 57Q: 3 clusters Score -1.022492e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -10224908.000000 Penalty: 3708.784912
	Iteration 58Q: 3 clusters Score -1.022491e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -10224868.000000 Penalty: 3708.784912
	Iteration 59Q: 3 clusters Score -1.022487e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -10224868.000000 Penalty: 3708.784912
	Iteration 60F: 3 clusters Score -1.022487e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -10224823.000000 Penalty: 3708.784912
	Iteration 61Q: 3 clusters Score -1.022482e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -10224798.000000 Penalty: 3708.784912
	Iteration 62Q: 3 clusters Score -1.02248e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -10224801.000000 Penalty: 3708.784912
	Iteration 63Q: 3 clusters Score -1.02248e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -10224819.000000 Penalty: 3708.784912
	Iteration 64Q: 3 clusters Score -1.022482e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -10224789.000000 Penalty: 3708.784912
	Iteration 65Q: 3 clusters Score -1.022479e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -10224755.000000 Penalty: 3708.784912
	Iteration 66Q: 3 clusters Score -1.022476e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -10224733.000000 Penalty: 3708.784912
	Iteration 67Q: 3 clusters Score -1.022473e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -10224719.000000 Penalty: 3708.784912
	Iteration 68Q: 3 clusters Score -1.022472e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -10224695.000000 Penalty: 3708.784912
	Iteration 69Q: 3 clusters Score -1.02247e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -10224694.000000 Penalty: 3708.784912
	Iteration 70Q: 3 clusters Score -1.022469e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -10224646.000000 Penalty: 3708.784912
	Iteration 71Q: 3 clusters Score -1.022465e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -10224648.000000 Penalty: 3708.784912
	Iteration 72Q: 3 clusters Score -1.022465e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -10224653.000000 Penalty: 3708.784912
	Iteration 73Q: 3 clusters Score -1.022465e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -10224632.000000 Penalty: 3708.784912
	Iteration 74Q: 3 clusters Score -1.022463e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -10224591.000000 Penalty: 3708.784912
	Iteration 75Q: 3 clusters Score -1.022459e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -10224577.000000 Penalty: 3708.784912
	Iteration 76Q: 3 clusters Score -1.022458e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -10224582.000000 Penalty: 3708.784912
	Iteration 77Q: 3 clusters Score -1.022458e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -10224568.000000 Penalty: 3708.784912
	Iteration 78Q: 3 clusters Score -1.022457e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -10224582.000000 Penalty: 3708.784912
	Iteration 79Q: 3 clusters Score -1.022458e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -10224574.000000 Penalty: 3708.784912
	Iteration 80F: 3 clusters Score -1.022457e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -10224570.000000 Penalty: 3708.784912
	Iteration 81Q: 3 clusters Score -1.022457e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -10224569.000000 Penalty: 3708.784912
	Iteration 82Q: 3 clusters Score -1.022457e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -10224576.000000 Penalty: 3708.784912
	Iteration 83Q: 3 clusters Score -1.022458e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -10224562.000000 Penalty: 3708.784912
	Iteration 84Q: 3 clusters Score -1.022456e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -10224512.000000 Penalty: 3708.784912
	Iteration 85Q: 3 clusters Score -1.022451e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -10224547.000000 Penalty: 3708.784912
	Iteration 86Q: 3 clusters Score -1.022455e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -10224543.000000 Penalty: 3708.784912
	Iteration 87Q: 3 clusters Score -1.022454e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -10224564.000000 Penalty: 3708.784912
	Iteration 88Q: 3 clusters Score -1.022456e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -10224554.000000 Penalty: 3708.784912
	Iteration 89Q: 3 clusters Score -1.022455e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -10224520.000000 Penalty: 3708.784912
	Iteration 90Q: 3 clusters Score -1.022452e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -10224484.000000 Penalty: 3708.784912
	Iteration 91Q: 3 clusters Score -1.022448e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -10224473.000000 Penalty: 3708.784912
	Iteration 92Q: 3 clusters Score -1.022447e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -10224458.000000 Penalty: 3708.784912
	Iteration 93Q: 3 clusters Score -1.022446e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -10224423.000000 Penalty: 3708.784912
	Iteration 94Q: 3 clusters Score -1.022442e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -10224396.000000 Penalty: 3708.784912
	Iteration 95Q: 3 clusters Score -1.02244e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -10224403.000000 Penalty: 3708.784912
	Iteration 96Q: 3 clusters Score -1.02244e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -10224382.000000 Penalty: 3708.784912
	Iteration 97Q: 3 clusters Score -1.022438e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -10224379.000000 Penalty: 3708.784912
	Iteration 98Q: 3 clusters Score -1.022438e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -10224353.000000 Penalty: 3708.784912
	Iteration 99Q: 3 clusters Score -1.022435e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -10224361.000000 Penalty: 3708.784912
	Iteration 100F: 3 clusters Score -1.022436e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -10224336.000000 Penalty: 3708.784912
	Iteration 101Q: 3 clusters Score -1.022434e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -10224314.000000 Penalty: 3708.784912
	Iteration 102Q: 3 clusters Score -1.022431e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -10224327.000000 Penalty: 3708.784912
	Iteration 103Q: 3 clusters Score -1.022433e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -10224325.000000 Penalty: 3708.784912
	Iteration 104Q: 3 clusters Score -1.022432e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -10224314.000000 Penalty: 3708.784912
	Iteration 105Q: 3 clusters Score -1.022431e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -10224312.000000 Penalty: 3708.784912
	Iteration 106Q: 3 clusters Score -1.022431e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -10224290.000000 Penalty: 3708.784912
	Iteration 107Q: 3 clusters Score -1.022429e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -10224242.000000 Penalty: 3708.784912
	Iteration 108Q: 3 clusters Score -1.022424e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -10224220.000000 Penalty: 3708.784912
	Iteration 109Q: 3 clusters Score -1.022422e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -10224215.000000 Penalty: 3708.784912
	Iteration 110Q: 3 clusters Score -1.022422e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -10224207.000000 Penalty: 3708.784912
	Iteration 111Q: 3 clusters Score -1.022421e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -10224198.000000 Penalty: 3708.784912
	Iteration 112Q: 3 clusters Score -1.02242e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -10224197.000000 Penalty: 3708.784912
	Iteration 113Q: 3 clusters Score -1.02242e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -10224200.000000 Penalty: 3708.784912
	Iteration 114Q: 3 clusters Score -1.02242e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -10224174.000000 Penalty: 3708.784912
	Iteration 115Q: 3 clusters Score -1.022417e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -10224197.000000 Penalty: 3708.784912
	Iteration 116Q: 3 clusters Score -1.02242e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -10224203.000000 Penalty: 3708.784912
	Iteration 117Q: 3 clusters Score -1.02242e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -10224185.000000 Penalty: 3708.784912
	Iteration 118Q: 3 clusters Score -1.022418e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -10224184.000000 Penalty: 3708.784912
	Iteration 119Q: 3 clusters Score -1.022418e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10224201.000000 Penalty: 3708.784912
	Iteration 120F: 3 clusters Score -1.02242e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -10224202.000000 Penalty: 3708.784912
	Iteration 121Q: 3 clusters Score -1.02242e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -10224194.000000 Penalty: 3708.784912
	Iteration 122Q: 3 clusters Score -1.022419e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -10224240.000000 Penalty: 3708.784912
	Iteration 123Q: 3 clusters Score -1.022424e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -10224220.000000 Penalty: 3708.784912
	Iteration 124Q: 3 clusters Score -1.022422e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -10224202.000000 Penalty: 3708.784912
	Iteration 125Q: 3 clusters Score -1.02242e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -10224182.000000 Penalty: 3708.784912
	Iteration 126Q: 3 clusters Score -1.022418e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -10224193.000000 Penalty: 3708.784912
	Iteration 127Q: 3 clusters Score -1.022419e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -10224203.000000 Penalty: 3708.784912
	Iteration 128Q: 3 clusters Score -1.02242e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -10224220.000000 Penalty: 3708.784912
	Iteration 129Q: 3 clusters Score -1.022422e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -10224205.000000 Penalty: 3708.784912
	Iteration 130Q: 3 clusters Score -1.02242e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -10224214.000000 Penalty: 3708.784912
	Iteration 131Q: 3 clusters Score -1.022421e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -10224204.000000 Penalty: 3708.784912
	Iteration 132Q: 3 clusters Score -1.02242e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -10224204.000000 Penalty: 3708.784912
	Iteration 133Q: 3 clusters Score -1.02242e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -10224177.000000 Penalty: 3708.784912
	Iteration 134Q: 3 clusters Score -1.022418e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -10224144.000000 Penalty: 3708.784912
	Iteration 135Q: 3 clusters Score -1.022414e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -10224136.000000 Penalty: 3708.784912
	Iteration 136Q: 3 clusters Score -1.022414e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -10224122.000000 Penalty: 3708.784912
	Iteration 137Q: 3 clusters Score -1.022412e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -10224120.000000 Penalty: 3708.784912
	Iteration 138Q: 3 clusters Score -1.022412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -10224127.000000 Penalty: 3708.784912
	Iteration 139Q: 3 clusters Score -1.022413e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -10224109.000000 Penalty: 3708.784912
	Iteration 140F: 3 clusters Score -1.022411e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -10224114.000000 Penalty: 3708.784912
	Iteration 141Q: 3 clusters Score -1.022411e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -10224106.000000 Penalty: 3708.784912
	Iteration 142Q: 3 clusters Score -1.022411e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -10224114.000000 Penalty: 3708.784912
	Iteration 143Q: 3 clusters Score -1.022411e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -10224129.000000 Penalty: 3708.784912
	Iteration 144Q: 3 clusters Score -1.022413e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -10224142.000000 Penalty: 3708.784912
	Iteration 145Q: 3 clusters Score -1.022414e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -10224148.000000 Penalty: 3708.784912
	Iteration 146Q: 3 clusters Score -1.022415e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -10224157.000000 Penalty: 3708.784912
	Iteration 147Q: 3 clusters Score -1.022416e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -10224184.000000 Penalty: 3708.784912
	Iteration 148Q: 3 clusters Score -1.022418e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -10224183.000000 Penalty: 3708.784912
	Iteration 149Q: 3 clusters Score -1.022418e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -10224189.000000 Penalty: 3708.784912
	Iteration 150Q: 3 clusters Score -1.022419e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -10224184.000000 Penalty: 3708.784912
	Iteration 151Q: 3 clusters Score -1.022418e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -10224229.000000 Penalty: 3708.784912
	Iteration 152Q: 3 clusters Score -1.022423e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -10224209.000000 Penalty: 3708.784912
	Iteration 153Q: 3 clusters Score -1.022421e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -10224197.000000 Penalty: 3708.784912
	Iteration 154Q: 3 clusters Score -1.02242e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -10224225.000000 Penalty: 3708.784912
	Iteration 155Q: 3 clusters Score -1.022422e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -10224217.000000 Penalty: 3708.784912
	Iteration 156Q: 3 clusters Score -1.022422e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.022423e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.022427e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -10224292.000000 Penalty: 3708.784912
	Iteration 159Q: 3 clusters Score -1.022429e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -10224286.000000 Penalty: 3708.784912
	Iteration 160F: 3 clusters Score -1.022429e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -10224317.000000 Penalty: 3708.784912
	Iteration 161Q: 3 clusters Score -1.022432e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -10224351.000000 Penalty: 3708.784912
	Iteration 162Q: 3 clusters Score -1.022435e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -10224369.000000 Penalty: 3708.784912
	Iteration 163Q: 3 clusters Score -1.022437e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -10224359.000000 Penalty: 3708.784912
	Iteration 164Q: 3 clusters Score -1.022436e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -10224343.000000 Penalty: 3708.784912
	Iteration 165Q: 3 clusters Score -1.022434e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -10224331.000000 Penalty: 3708.784912
	Iteration 166Q: 3 clusters Score -1.022433e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -10224384.000000 Penalty: 3708.784912
	Iteration 167Q: 3 clusters Score -1.022438e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -10224435.000000 Penalty: 3708.784912
	Iteration 168Q: 3 clusters Score -1.022444e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -10224475.000000 Penalty: 3708.784912
	Iteration 169Q: 3 clusters Score -1.022448e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -10224504.000000 Penalty: 3708.784912
	Iteration 170Q: 3 clusters Score -1.02245e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -10224551.000000 Penalty: 3708.784912
	Iteration 171Q: 3 clusters Score -1.022455e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.022454e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -10224594.000000 Penalty: 3708.784912
	Iteration 173Q: 3 clusters Score -1.022459e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -10224632.000000 Penalty: 3708.784912
	Iteration 174Q: 3 clusters Score -1.022463e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -10224700.000000 Penalty: 3708.784912
	Iteration 175Q: 3 clusters Score -1.02247e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -10224806.000000 Penalty: 3708.784912
	Iteration 176Q: 3 clusters Score -1.022481e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -10224869.000000 Penalty: 3708.784912
	Iteration 177Q: 3 clusters Score -1.022487e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -10225021.000000 Penalty: 3708.784912
	Iteration 178Q: 3 clusters Score -1.022502e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -10225134.000000 Penalty: 3708.784912
	Iteration 179Q: 3 clusters Score -1.022513e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -10225254.000000 Penalty: 3708.784912
	Iteration 180F: 3 clusters Score -1.022525e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.02254e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -10225490.000000 Penalty: 3708.784912
	Iteration 182Q: 3 clusters Score -1.022549e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -10225659.000000 Penalty: 3708.784912
	Iteration 183Q: 3 clusters Score -1.022566e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.022582e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.022595e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.02261e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -10226208.000000 Penalty: 3708.784912
	Iteration 187Q: 3 clusters Score -1.022621e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -10226321.000000 Penalty: 3708.784912
	Iteration 188Q: 3 clusters Score -1.022632e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.022647e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.022661e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.022677e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -10226889.000000 Penalty: 3708.784912
	Iteration 192Q: 3 clusters Score -1.022689e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.022707e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -10227213.000000 Penalty: 3708.784912
	Iteration 194Q: 3 clusters Score -1.022721e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -10227287.000000 Penalty: 3708.784912
	Iteration 195Q: 3 clusters Score -1.022729e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -10227433.000000 Penalty: 3708.784912
	Iteration 196Q: 3 clusters Score -1.022743e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.022759e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -10227624.000000 Penalty: 3708.784912
	Iteration 198Q: 3 clusters Score -1.022762e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -10227668.000000 Penalty: 3708.784912
	Iteration 199Q: 3 clusters Score -1.022767e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -10227725.000000 Penalty: 3708.784912
	Iteration 200F: 3 clusters Score -1.022772e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -10227762.000000 Penalty: 3708.784912
	Iteration 201Q: 3 clusters Score -1.022776e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -10227820.000000 Penalty: 3708.784912
	Iteration 202Q: 3 clusters Score -1.022782e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.022789e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -10227934.000000 Penalty: 3708.784912
	Iteration 204Q: 3 clusters Score -1.022793e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10227967.000000 Penalty: 3708.784912
	Iteration 205Q: 3 clusters Score -1.022797e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -10228014.000000 Penalty: 3708.784912
	Iteration 206Q: 3 clusters Score -1.022801e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10228053.000000 Penalty: 3708.784912
	Iteration 207Q: 3 clusters Score -1.022805e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -10228131.000000 Penalty: 3708.784912
	Iteration 208Q: 3 clusters Score -1.022813e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10228156.000000 Penalty: 3708.784912
	Iteration 209Q: 3 clusters Score -1.022816e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10228212.000000 Penalty: 3708.784912
	Iteration 210Q: 3 clusters Score -1.022821e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -10228222.000000 Penalty: 3708.784912
	Iteration 211Q: 3 clusters Score -1.022822e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -10228228.000000 Penalty: 3708.784912
	Iteration 212Q: 3 clusters Score -1.022823e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10228251.000000 Penalty: 3708.784912
	Iteration 213Q: 3 clusters Score -1.022825e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -10228294.000000 Penalty: 3708.784912
	Iteration 214Q: 3 clusters Score -1.022829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -10228327.000000 Penalty: 3708.784912
	Iteration 215Q: 3 clusters Score -1.022833e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -10228362.000000 Penalty: 3708.784912
	Iteration 216Q: 3 clusters Score -1.022836e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -10228366.000000 Penalty: 3708.784912
	Iteration 217Q: 3 clusters Score -1.022837e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10228396.000000 Penalty: 3708.784912
	Iteration 218Q: 3 clusters Score -1.02284e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.022842e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10228439.000000 Penalty: 3708.784912
	Iteration 220F: 3 clusters Score -1.022844e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.022847e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.022849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.022851e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.022855e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.022857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -10228582.000000 Penalty: 3708.784912
	Iteration 226Q: 3 clusters Score -1.022858e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -10228595.000000 Penalty: 3708.784912
	Iteration 227Q: 3 clusters Score -1.02286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10228601.000000 Penalty: 3708.784912
	Iteration 228Q: 3 clusters Score -1.02286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10228614.000000 Penalty: 3708.784912
	Iteration 229Q: 3 clusters Score -1.022861e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10228627.000000 Penalty: 3708.784912
	Iteration 230Q: 3 clusters Score -1.022863e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -10228645.000000 Penalty: 3708.784912
	Iteration 231Q: 3 clusters Score -1.022864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -10228670.000000 Penalty: 3708.784912
	Iteration 232Q: 3 clusters Score -1.022867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10228686.000000 Penalty: 3708.784912
	Iteration 233Q: 3 clusters Score -1.022869e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10228700.000000 Penalty: 3708.784912
	Iteration 234Q: 3 clusters Score -1.02287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10228706.000000 Penalty: 3708.784912
	Iteration 235Q: 3 clusters Score -1.022871e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10228709.000000 Penalty: 3708.784912
	Iteration 236Q: 3 clusters Score -1.022871e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10228735.000000 Penalty: 3708.784912
	Iteration 237Q: 3 clusters Score -1.022874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10228734.000000 Penalty: 3708.784912
	Iteration 238Q: 3 clusters Score -1.022873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10228733.000000 Penalty: 3708.784912
	Iteration 239Q: 3 clusters Score -1.022873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10228740.000000 Penalty: 3708.784912
	Iteration 240F: 3 clusters Score -1.022874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10228747.000000 Penalty: 3708.784912
	Iteration 241Q: 3 clusters Score -1.022875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10228746.000000 Penalty: 3708.784912
	Iteration 242Q: 3 clusters Score -1.022875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10228754.000000 Penalty: 3708.784912
	Iteration 243Q: 3 clusters Score -1.022875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10228766.000000 Penalty: 3708.784912
	Iteration 244Q: 3 clusters Score -1.022877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10228777.000000 Penalty: 3708.784912
	Iteration 245Q: 3 clusters Score -1.022878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10228775.000000 Penalty: 3708.784912
	Iteration 246Q: 3 clusters Score -1.022878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10228784.000000 Penalty: 3708.784912
	Iteration 247Q: 3 clusters Score -1.022878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10228788.000000 Penalty: 3708.784912
	Iteration 248Q: 3 clusters Score -1.022879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10228790.000000 Penalty: 3708.784912
	Iteration 249Q: 3 clusters Score -1.022879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10228781.000000 Penalty: 3708.784912
	Iteration 250Q: 3 clusters Score -1.022878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10228787.000000 Penalty: 3708.784912
	Iteration 251Q: 3 clusters Score -1.022879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10228787.000000 Penalty: 3708.784912
	Iteration 252Q: 3 clusters Score -1.022879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10228783.000000 Penalty: 3708.784912
	Iteration 253Q: 3 clusters Score -1.022878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10228786.000000 Penalty: 3708.784912
	Iteration 254Q: 3 clusters Score -1.022879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10228781.000000 Penalty: 3708.784912
	Iteration 255Q: 3 clusters Score -1.022878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10228781.000000 Penalty: 3708.784912
	Iteration 256Q: 3 clusters Score -1.022878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10228779.000000 Penalty: 3708.784912
	Iteration 257Q: 3 clusters Score -1.022878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10228779.000000 Penalty: 3708.784912
	Iteration 258F: 3 clusters Score -1.022878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (134720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Entering Unmasked Estep 
Score: -15168964.000000 Penalty: 1919.280029
	Iteration 0F: 2 clusters Score -1.516896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -15082723.000000 Penalty: 3838.560059
	Iteration 0F: 3 clusters Score -1.508272e+07 nChanged 65042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -15121102.000000 Penalty: 3838.560059
	Iteration 1F: 3 clusters Score -1.51211e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -15122068.000000 Penalty: 3838.560059
	Iteration 2Q: 3 clusters Score -1.512207e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -15123193.000000 Penalty: 3838.560059
	Iteration 3Q: 3 clusters Score -1.512319e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -15124576.000000 Penalty: 3838.560059
	Iteration 4Q: 3 clusters Score -1.512458e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -15126366.000000 Penalty: 3838.560059
	Iteration 5Q: 3 clusters Score -1.512637e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -15128977.000000 Penalty: 3838.560059
	Iteration 6Q: 3 clusters Score -1.512898e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -15132958.000000 Penalty: 3838.560059
	Iteration 7Q: 3 clusters Score -1.513296e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -15138217.000000 Penalty: 3838.560059
	Iteration 8F: 3 clusters Score -1.513822e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -15144124.000000 Penalty: 3838.560059
	Iteration 9F: 3 clusters Score -1.514412e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -15149444.000000 Penalty: 3838.560059
	Iteration 10F: 3 clusters Score -1.514944e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102434 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -15152899.000000 Penalty: 3838.560059
	Iteration 11Q: 3 clusters Score -1.51529e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105219 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -15154963.000000 Penalty: 3838.560059
	Iteration 12Q: 3 clusters Score -1.515496e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -15156216.000000 Penalty: 3838.560059
	Iteration 13Q: 3 clusters Score -1.515622e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -15157181.000000 Penalty: 3838.560059
	Iteration 14Q: 3 clusters Score -1.515718e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -15157994.000000 Penalty: 3838.560059
	Iteration 15Q: 3 clusters Score -1.515799e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -15158808.000000 Penalty: 3838.560059
	Iteration 16Q: 3 clusters Score -1.515881e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -15159473.000000 Penalty: 3838.560059
	Iteration 17Q: 3 clusters Score -1.515947e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -15160120.000000 Penalty: 3838.560059
	Iteration 18Q: 3 clusters Score -1.516012e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -15160748.000000 Penalty: 3838.560059
	Iteration 19Q: 3 clusters Score -1.516075e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -15161313.000000 Penalty: 3838.560059
	Iteration 20F: 3 clusters Score -1.516131e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -15162056.000000 Penalty: 3838.560059
	Iteration 21Q: 3 clusters Score -1.516206e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -15162690.000000 Penalty: 3838.560059
	Iteration 22Q: 3 clusters Score -1.516269e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124159 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -15163249.000000 Penalty: 3838.560059
	Iteration 23Q: 3 clusters Score -1.516325e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -15163800.000000 Penalty: 3838.560059
	Iteration 24Q: 3 clusters Score -1.51638e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126312 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -15164219.000000 Penalty: 3838.560059
	Iteration 25Q: 3 clusters Score -1.516422e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -15164581.000000 Penalty: 3838.560059
	Iteration 26Q: 3 clusters Score -1.516458e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -15164982.000000 Penalty: 3838.560059
	Iteration 27Q: 3 clusters Score -1.516498e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -15165299.000000 Penalty: 3838.560059
	Iteration 28Q: 3 clusters Score -1.51653e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -15165502.000000 Penalty: 3838.560059
	Iteration 29Q: 3 clusters Score -1.51655e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129946 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -15165694.000000 Penalty: 3838.560059
	Iteration 30Q: 3 clusters Score -1.516569e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -15165939.000000 Penalty: 3838.560059
	Iteration 31Q: 3 clusters Score -1.516594e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -15166148.000000 Penalty: 3838.560059
	Iteration 32Q: 3 clusters Score -1.516615e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -15166323.000000 Penalty: 3838.560059
	Iteration 33Q: 3 clusters Score -1.516632e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131637 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -15166448.000000 Penalty: 3838.560059
	Iteration 34Q: 3 clusters Score -1.516645e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131890 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -15166553.000000 Penalty: 3838.560059
	Iteration 35Q: 3 clusters Score -1.516655e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -15166643.000000 Penalty: 3838.560059
	Iteration 36Q: 3 clusters Score -1.516664e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132270 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -15166730.000000 Penalty: 3838.560059
	Iteration 37Q: 3 clusters Score -1.516673e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15166810.000000 Penalty: 3838.560059
	Iteration 38Q: 3 clusters Score -1.516681e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15166844.000000 Penalty: 3838.560059
	Iteration 39Q: 3 clusters Score -1.516684e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15166859.000000 Penalty: 3838.560059
	Iteration 40F: 3 clusters Score -1.516686e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15166888.000000 Penalty: 3838.560059
	Iteration 41Q: 3 clusters Score -1.516689e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132856 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -15166928.000000 Penalty: 3838.560059
	Iteration 42Q: 3 clusters Score -1.516693e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15167000.000000 Penalty: 3838.560059
	Iteration 43Q: 3 clusters Score -1.5167e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -15167029.000000 Penalty: 3838.560059
	Iteration 44Q: 3 clusters Score -1.516703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15167059.000000 Penalty: 3838.560059
	Iteration 45Q: 3 clusters Score -1.516706e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15167080.000000 Penalty: 3838.560059
	Iteration 46Q: 3 clusters Score -1.516708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15167089.000000 Penalty: 3838.560059
	Iteration 47Q: 3 clusters Score -1.516709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -15167121.000000 Penalty: 3838.560059
	Iteration 48Q: 3 clusters Score -1.516712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15167138.000000 Penalty: 3838.560059
	Iteration 49Q: 3 clusters Score -1.516714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133218 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15167154.000000 Penalty: 3838.560059
	Iteration 50Q: 3 clusters Score -1.516715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133241 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15167147.000000 Penalty: 3838.560059
	Iteration 51Q: 3 clusters Score -1.516715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15167153.000000 Penalty: 3838.560059
	Iteration 52Q: 3 clusters Score -1.516715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -15167179.000000 Penalty: 3838.560059
	Iteration 53Q: 3 clusters Score -1.516718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -15167183.000000 Penalty: 3838.560059
	Iteration 54Q: 3 clusters Score -1.516718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133333 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15167218.000000 Penalty: 3838.560059
	Iteration 55Q: 3 clusters Score -1.516722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133348 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15167232.000000 Penalty: 3838.560059
	Iteration 56Q: 3 clusters Score -1.516723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133358 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15167223.000000 Penalty: 3838.560059
	Iteration 57Q: 3 clusters Score -1.516722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15167241.000000 Penalty: 3838.560059
	Iteration 58Q: 3 clusters Score -1.516724e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133380 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15167245.000000 Penalty: 3838.560059
	Iteration 59Q: 3 clusters Score -1.516724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133395 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15167255.000000 Penalty: 3838.560059
	Iteration 60F: 3 clusters Score -1.516726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133413 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15167246.000000 Penalty: 3838.560059
	Iteration 61Q: 3 clusters Score -1.516725e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15167242.000000 Penalty: 3838.560059
	Iteration 62Q: 3 clusters Score -1.516724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -15167245.000000 Penalty: 3838.560059
	Iteration 63Q: 3 clusters Score -1.516724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133468 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15167261.000000 Penalty: 3838.560059
	Iteration 64Q: 3 clusters Score -1.516726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133477 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -15167268.000000 Penalty: 3838.560059
	Iteration 65Q: 3 clusters Score -1.516727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15167260.000000 Penalty: 3838.560059
	Iteration 66Q: 3 clusters Score -1.516726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15167270.000000 Penalty: 3838.560059
	Iteration 67Q: 3 clusters Score -1.516727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15167263.000000 Penalty: 3838.560059
	Iteration 68Q: 3 clusters Score -1.516726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15167269.000000 Penalty: 3838.560059
	Iteration 69Q: 3 clusters Score -1.516727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15167278.000000 Penalty: 3838.560059
	Iteration 70Q: 3 clusters Score -1.516728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133494 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -15167280.000000 Penalty: 3838.560059
	Iteration 71Q: 3 clusters Score -1.516728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133498 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15167279.000000 Penalty: 3838.560059
	Iteration 72Q: 3 clusters Score -1.516728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133503 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15167270.000000 Penalty: 3838.560059
	Iteration 73Q: 3 clusters Score -1.516727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133509 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15167285.000000 Penalty: 3838.560059
	Iteration 74Q: 3 clusters Score -1.516728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15167283.000000 Penalty: 3838.560059
	Iteration 75Q: 3 clusters Score -1.516728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15167280.000000 Penalty: 3838.560059
	Iteration 76Q: 3 clusters Score -1.516728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15167285.000000 Penalty: 3838.560059
	Iteration 77Q: 3 clusters Score -1.516728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133518 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15167287.000000 Penalty: 3838.560059
	Iteration 78Q: 3 clusters Score -1.516729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15167287.000000 Penalty: 3838.560059
	Iteration 79Q: 3 clusters Score -1.516729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -15167287.000000 Penalty: 3838.560059
	Iteration 80F: 3 clusters Score -1.516729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15167281.000000 Penalty: 3838.560059
	Iteration 81Q: 3 clusters Score -1.516728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15167297.000000 Penalty: 3838.560059
	Iteration 82Q: 3 clusters Score -1.51673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133541 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15167297.000000 Penalty: 3838.560059
	Iteration 83Q: 3 clusters Score -1.51673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15167297.000000 Penalty: 3838.560059
	Iteration 84Q: 3 clusters Score -1.51673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133550 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15167297.000000 Penalty: 3838.560059
	Iteration 85Q: 3 clusters Score -1.51673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133554 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15167295.000000 Penalty: 3838.560059
	Iteration 86Q: 3 clusters Score -1.51673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15167296.000000 Penalty: 3838.560059
	Iteration 87Q: 3 clusters Score -1.51673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15167285.000000 Penalty: 3838.560059
	Iteration 88Q: 3 clusters Score -1.516728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133582 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15167282.000000 Penalty: 3838.560059
	Iteration 89Q: 3 clusters Score -1.516728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15167278.000000 Penalty: 3838.560059
	Iteration 90Q: 3 clusters Score -1.516728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133604 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15167291.000000 Penalty: 3838.560059
	Iteration 91Q: 3 clusters Score -1.516729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15167288.000000 Penalty: 3838.560059
	Iteration 92Q: 3 clusters Score -1.516729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15167290.000000 Penalty: 3838.560059
	Iteration 93Q: 3 clusters Score -1.516729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133627 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15167296.000000 Penalty: 3838.560059
	Iteration 94Q: 3 clusters Score -1.51673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15167300.000000 Penalty: 3838.560059
	Iteration 95Q: 3 clusters Score -1.51673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133641 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15167311.000000 Penalty: 3838.560059
	Iteration 96Q: 3 clusters Score -1.516731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15167314.000000 Penalty: 3838.560059
	Iteration 97Q: 3 clusters Score -1.516731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15167314.000000 Penalty: 3838.560059
	Iteration 98Q: 3 clusters Score -1.516731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15167319.000000 Penalty: 3838.560059
	Iteration 99Q: 3 clusters Score -1.516732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133647 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -15167313.000000 Penalty: 3838.560059
	Iteration 100F: 3 clusters Score -1.516731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Entering Unmasked Estep 
Score: -1364097.750000 Penalty: 1524.277344
	Iteration 0F: 2 clusters Score -1364098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1355649.500000 Penalty: 3048.554688
	Iteration 0F: 3 clusters Score -1355650 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1358457.000000 Penalty: 3048.554688
	Iteration 1F: 3 clusters Score -1358457 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1358769.250000 Penalty: 3048.554688
	Iteration 2F: 3 clusters Score -1358769 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1359014.500000 Penalty: 3048.554688
	Iteration 3F: 3 clusters Score -1359014 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1359233.000000 Penalty: 3048.554688
	Iteration 4Q: 3 clusters Score -1359233 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1359488.500000 Penalty: 3048.554688
	Iteration 5Q: 3 clusters Score -1359488 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1359813.250000 Penalty: 3048.554688
	Iteration 6Q: 3 clusters Score -1359813 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1360185.250000 Penalty: 3048.554688
	Iteration 7F: 3 clusters Score -1360185 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1360625.250000 Penalty: 3048.554688
	Iteration 8F: 3 clusters Score -1360625 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1361133.250000 Penalty: 3048.554688
	Iteration 9F: 3 clusters Score -1361133 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1361625.375000 Penalty: 3048.554688
	Iteration 10Q: 3 clusters Score -1361625 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1362020.625000 Penalty: 3048.554688
	Iteration 11Q: 3 clusters Score -1362021 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1362237.125000 Penalty: 3048.554688
	Iteration 12Q: 3 clusters Score -1362237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1362363.625000 Penalty: 3048.554688
	Iteration 13Q: 3 clusters Score -1362364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1362425.000000 Penalty: 3048.554688
	Iteration 14Q: 3 clusters Score -1362425 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1362463.125000 Penalty: 3048.554688
	Iteration 15Q: 3 clusters Score -1362463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1362489.625000 Penalty: 3048.554688
	Iteration 16Q: 3 clusters Score -1362490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1362505.250000 Penalty: 3048.554688
	Iteration 17Q: 3 clusters Score -1362505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1362523.500000 Penalty: 3048.554688
	Iteration 18Q: 3 clusters Score -1362524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1362544.500000 Penalty: 3048.554688
	Iteration 19Q: 3 clusters Score -1362544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1362563.375000 Penalty: 3048.554688
	Iteration 20F: 3 clusters Score -1362563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1362584.625000 Penalty: 3048.554688
	Iteration 21Q: 3 clusters Score -1362585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1362596.250000 Penalty: 3048.554688
	Iteration 22Q: 3 clusters Score -1362596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1362611.875000 Penalty: 3048.554688
	Iteration 23Q: 3 clusters Score -1362612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1362618.375000 Penalty: 3048.554688
	Iteration 24Q: 3 clusters Score -1362618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1362629.000000 Penalty: 3048.554688
	Iteration 25Q: 3 clusters Score -1362629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1362633.500000 Penalty: 3048.554688
	Iteration 26Q: 3 clusters Score -1362634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1362639.500000 Penalty: 3048.554688
	Iteration 27Q: 3 clusters Score -1362640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1362648.000000 Penalty: 3048.554688
	Iteration 28Q: 3 clusters Score -1362648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1362653.875000 Penalty: 3048.554688
	Iteration 29Q: 3 clusters Score -1362654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1362664.500000 Penalty: 3048.554688
	Iteration 30Q: 3 clusters Score -1362664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1362675.000000 Penalty: 3048.554688
	Iteration 31Q: 3 clusters Score -1362675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1362681.625000 Penalty: 3048.554688
	Iteration 32Q: 3 clusters Score -1362682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1362684.625000 Penalty: 3048.554688
	Iteration 33Q: 3 clusters Score -1362685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1362688.000000 Penalty: 3048.554688
	Iteration 34Q: 3 clusters Score -1362688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1362691.625000 Penalty: 3048.554688
	Iteration 35Q: 3 clusters Score -1362692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1362692.125000 Penalty: 3048.554688
	Iteration 36Q: 3 clusters Score -1362692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1362694.250000 Penalty: 3048.554688
	Iteration 37Q: 3 clusters Score -1362694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1362695.500000 Penalty: 3048.554688
	Iteration 38Q: 3 clusters Score -1362696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1362699.375000 Penalty: 3048.554688
	Iteration 39Q: 3 clusters Score -1362699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1362700.500000 Penalty: 3048.554688
	Iteration 40F: 3 clusters Score -1362700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1362703.625000 Penalty: 3048.554688
	Iteration 41Q: 3 clusters Score -1362704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1362706.125000 Penalty: 3048.554688
	Iteration 42Q: 3 clusters Score -1362706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1362711.875000 Penalty: 3048.554688
	Iteration 43Q: 3 clusters Score -1362712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1362715.250000 Penalty: 3048.554688
	Iteration 44Q: 3 clusters Score -1362715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1362719.000000 Penalty: 3048.554688
	Iteration 45Q: 3 clusters Score -1362719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1362721.625000 Penalty: 3048.554688
	Iteration 46Q: 3 clusters Score -1362722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1362731.625000 Penalty: 3048.554688
	Iteration 47Q: 3 clusters Score -1362732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1362736.625000 Penalty: 3048.554688
	Iteration 48Q: 3 clusters Score -1362737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1362739.000000 Penalty: 3048.554688
	Iteration 49Q: 3 clusters Score -1362739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1362743.250000 Penalty: 3048.554688
	Iteration 50Q: 3 clusters Score -1362743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1362743.375000 Penalty: 3048.554688
	Iteration 51Q: 3 clusters Score -1362743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1362746.125000 Penalty: 3048.554688
	Iteration 52Q: 3 clusters Score -1362746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1362747.625000 Penalty: 3048.554688
	Iteration 53Q: 3 clusters Score -1362748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1362748.875000 Penalty: 3048.554688
	Iteration 54Q: 3 clusters Score -1362749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1362750.875000 Penalty: 3048.554688
	Iteration 55Q: 3 clusters Score -1362751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1362750.750000 Penalty: 3048.554688
	Iteration 56Q: 3 clusters Score -1362751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1362750.000000 Penalty: 3048.554688
	Iteration 57Q: 3 clusters Score -1362750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1362750.000000 Penalty: 3048.554688
	Iteration 58F: 3 clusters Score -1362750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -17141.062500 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -17141.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16471.527344 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -16471.53 nChanged 41
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: -16628.976562 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -16628.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16688.179688 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -16688.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16707.277344 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -16707.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16720.394531 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -16720.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16724.365234 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -16724.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16724.365234 Penalty: 1733.133667
	Iteration 6F: 3 clusters Score -16724.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Entering Unmasked Estep 
Score: -9925073.000000 Penalty: 1851.644897
	Iteration 0F: 2 clusters Score -9925073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -9865800.000000 Penalty: 3703.289795
	Iteration 0F: 3 clusters Score -9865800 nChanged 42373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -9889871.000000 Penalty: 3703.289795
	Iteration 1F: 3 clusters Score -9889871 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -9890978.000000 Penalty: 3703.289795
	Iteration 2Q: 3 clusters Score -9890978 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -9893035.000000 Penalty: 3703.289795
	Iteration 3F: 3 clusters Score -9893035 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -9896945.000000 Penalty: 3703.289795
	Iteration 4F: 3 clusters Score -9896945 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -9903531.000000 Penalty: 3703.289795
	Iteration 5F: 3 clusters Score -9903531 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -9911657.000000 Penalty: 3703.289795
	Iteration 6F: 3 clusters Score -9911657 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -9918147.000000 Penalty: 3703.289795
	Iteration 7F: 3 clusters Score -9918147 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9921400.000000 Penalty: 3703.289795
	Iteration 8Q: 3 clusters Score -9921400 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9922594.000000 Penalty: 3703.289795
	Iteration 9Q: 3 clusters Score -9922594 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9923128.000000 Penalty: 3703.289795
	Iteration 10Q: 3 clusters Score -9923128 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9923406.000000 Penalty: 3703.289795
	Iteration 11Q: 3 clusters Score -9923406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9923459.000000 Penalty: 3703.289795
	Iteration 12Q: 3 clusters Score -9923459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9923497.000000 Penalty: 3703.289795
	Iteration 13Q: 3 clusters Score -9923497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9923503.000000 Penalty: 3703.289795
	Iteration 14Q: 3 clusters Score -9923503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9923530.000000 Penalty: 3703.289795
	Iteration 15Q: 3 clusters Score -9923530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9923536.000000 Penalty: 3703.289795
	Iteration 16Q: 3 clusters Score -9923536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9923539.000000 Penalty: 3703.289795
	Iteration 17Q: 3 clusters Score -9923539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9923541.000000 Penalty: 3703.289795
	Iteration 18Q: 3 clusters Score -9923541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9923543.000000 Penalty: 3703.289795
	Iteration 19Q: 3 clusters Score -9923543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9923547.000000 Penalty: 3703.289795
	Iteration 20F: 3 clusters Score -9923547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9923543.000000 Penalty: 3703.289795
	Iteration 21Q: 3 clusters Score -9923543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9923543.000000 Penalty: 3703.289795
	Iteration 22F: 3 clusters Score -9923543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -1210385.750000 Penalty: 1503.692993
	Iteration 0F: 2 clusters Score -1210386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1202988.750000 Penalty: 3007.385986
	Iteration 0F: 3 clusters Score -1202989 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1205294.500000 Penalty: 3007.385986
	Iteration 1F: 3 clusters Score -1205294 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1205506.500000 Penalty: 3007.385986
	Iteration 2F: 3 clusters Score -1205506 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1205705.750000 Penalty: 3007.385986
	Iteration 3Q: 3 clusters Score -1205706 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1205916.250000 Penalty: 3007.385986
	Iteration 4Q: 3 clusters Score -1205916 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1206125.875000 Penalty: 3007.385986
	Iteration 5Q: 3 clusters Score -1206126 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1206333.625000 Penalty: 3007.385986
	Iteration 6Q: 3 clusters Score -1206334 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1206523.500000 Penalty: 3007.385986
	Iteration 7Q: 3 clusters Score -1206524 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1206726.000000 Penalty: 3007.385986
	Iteration 8Q: 3 clusters Score -1206726 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1206940.000000 Penalty: 3007.385986
	Iteration 9Q: 3 clusters Score -1206940 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1207175.625000 Penalty: 3007.385986
	Iteration 10Q: 3 clusters Score -1207176 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1207431.125000 Penalty: 3007.385986
	Iteration 11Q: 3 clusters Score -1207431 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1207655.250000 Penalty: 3007.385986
	Iteration 12Q: 3 clusters Score -1207655 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1207821.125000 Penalty: 3007.385986
	Iteration 13Q: 3 clusters Score -1207821 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1207941.625000 Penalty: 3007.385986
	Iteration 14Q: 3 clusters Score -1207942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1208017.125000 Penalty: 3007.385986
	Iteration 15Q: 3 clusters Score -1208017 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1208074.500000 Penalty: 3007.385986
	Iteration 16Q: 3 clusters Score -1208074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1208120.875000 Penalty: 3007.385986
	Iteration 17Q: 3 clusters Score -1208121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1208163.875000 Penalty: 3007.385986
	Iteration 18Q: 3 clusters Score -1208164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1208193.500000 Penalty: 3007.385986
	Iteration 19Q: 3 clusters Score -1208194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1208231.875000 Penalty: 3007.385986
	Iteration 20F: 3 clusters Score -1208232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1208263.500000 Penalty: 3007.385986
	Iteration 21Q: 3 clusters Score -1208264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1208298.750000 Penalty: 3007.385986
	Iteration 22Q: 3 clusters Score -1208299 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1208341.000000 Penalty: 3007.385986
	Iteration 23Q: 3 clusters Score -1208341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1208380.375000 Penalty: 3007.385986
	Iteration 24Q: 3 clusters Score -1208380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1208417.375000 Penalty: 3007.385986
	Iteration 25Q: 3 clusters Score -1208417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1208453.625000 Penalty: 3007.385986
	Iteration 26Q: 3 clusters Score -1208454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1208484.250000 Penalty: 3007.385986
	Iteration 27Q: 3 clusters Score -1208484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1208519.125000 Penalty: 3007.385986
	Iteration 28Q: 3 clusters Score -1208519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1208561.125000 Penalty: 3007.385986
	Iteration 29Q: 3 clusters Score -1208561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1208616.000000 Penalty: 3007.385986
	Iteration 30Q: 3 clusters Score -1208616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1208673.375000 Penalty: 3007.385986
	Iteration 31Q: 3 clusters Score -1208673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1208723.125000 Penalty: 3007.385986
	Iteration 32Q: 3 clusters Score -1208723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1208768.125000 Penalty: 3007.385986
	Iteration 33Q: 3 clusters Score -1208768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1208810.500000 Penalty: 3007.385986
	Iteration 34Q: 3 clusters Score -1208810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1208835.875000 Penalty: 3007.385986
	Iteration 35Q: 3 clusters Score -1208836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1208852.000000 Penalty: 3007.385986
	Iteration 36Q: 3 clusters Score -1208852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1208873.500000 Penalty: 3007.385986
	Iteration 37Q: 3 clusters Score -1208874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1208884.500000 Penalty: 3007.385986
	Iteration 38Q: 3 clusters Score -1208884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1208900.750000 Penalty: 3007.385986
	Iteration 39Q: 3 clusters Score -1208901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1208909.750000 Penalty: 3007.385986
	Iteration 40F: 3 clusters Score -1208910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1208919.875000 Penalty: 3007.385986
	Iteration 41Q: 3 clusters Score -1208920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1208925.750000 Penalty: 3007.385986
	Iteration 42Q: 3 clusters Score -1208926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1208939.250000 Penalty: 3007.385986
	Iteration 43Q: 3 clusters Score -1208939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1208948.375000 Penalty: 3007.385986
	Iteration 44Q: 3 clusters Score -1208948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1208961.000000 Penalty: 3007.385986
	Iteration 45Q: 3 clusters Score -1208961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1208967.750000 Penalty: 3007.385986
	Iteration 46Q: 3 clusters Score -1208968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1208971.500000 Penalty: 3007.385986
	Iteration 47Q: 3 clusters Score -1208972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1208973.000000 Penalty: 3007.385986
	Iteration 48Q: 3 clusters Score -1208973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1208975.125000 Penalty: 3007.385986
	Iteration 49Q: 3 clusters Score -1208975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1208986.000000 Penalty: 3007.385986
	Iteration 50Q: 3 clusters Score -1208986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1208989.250000 Penalty: 3007.385986
	Iteration 51Q: 3 clusters Score -1208989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1208998.375000 Penalty: 3007.385986
	Iteration 52Q: 3 clusters Score -1208998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1208999.375000 Penalty: 3007.385986
	Iteration 53Q: 3 clusters Score -1208999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1209000.250000 Penalty: 3007.385986
	Iteration 54Q: 3 clusters Score -1209000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1208997.875000 Penalty: 3007.385986
	Iteration 55Q: 3 clusters Score -1208998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1209000.000000 Penalty: 3007.385986
	Iteration 56Q: 3 clusters Score -1209000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1209001.250000 Penalty: 3007.385986
	Iteration 57Q: 3 clusters Score -1209001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1209004.625000 Penalty: 3007.385986
	Iteration 58Q: 3 clusters Score -1209005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1209008.250000 Penalty: 3007.385986
	Iteration 59Q: 3 clusters Score -1209008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1209010.000000 Penalty: 3007.385986
	Iteration 60F: 3 clusters Score -1209010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1209011.375000 Penalty: 3007.385986
	Iteration 61Q: 3 clusters Score -1209011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1209013.625000 Penalty: 3007.385986
	Iteration 62Q: 3 clusters Score -1209014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1209014.625000 Penalty: 3007.385986
	Iteration 63Q: 3 clusters Score -1209015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1209015.375000 Penalty: 3007.385986
	Iteration 64Q: 3 clusters Score -1209015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1209018.500000 Penalty: 3007.385986
	Iteration 65Q: 3 clusters Score -1209018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1209023.000000 Penalty: 3007.385986
	Iteration 66Q: 3 clusters Score -1209023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1209024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1209025.375000 Penalty: 3007.385986
	Iteration 68Q: 3 clusters Score -1209025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1209024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1209024.500000 Penalty: 3007.385986
	Iteration 70F: 3 clusters Score -1209024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 7 contains 71189 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 102634 members 
Mstep: Class 13 contains 90368 members 
Mstep: Class 14 contains 134720 members 
Mstep: Class 15 contains 11851 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88853 members 
Mstep: Class 19 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 15 clusters Score -6.47414e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 43132 members 
Mstep: Class 7 contains 71181 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 102585 members 
Mstep: Class 13 contains 90302 members 
Mstep: Class 14 contains 134753 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88856 members 
Mstep: Class 19 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 15 clusters Score -6.474145e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 43080 members 
Mstep: Class 7 contains 71173 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 102526 members 
Mstep: Class 13 contains 90256 members 
Mstep: Class 14 contains 134762 members 
Mstep: Class 15 contains 11899 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 10703 members 
Entering Unmasked Estep 
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Iteration 161Q: 15 clusters Score -6.474139e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 43033 members 
Mstep: Class 7 contains 71160 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 102467 members 
Mstep: Class 13 contains 90208 members 
Mstep: Class 14 contains 134782 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88859 members 
Mstep: Class 19 contains 10861 members 
Entering Unmasked Estep 
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Iteration 162Q: 15 clusters Score -6.474137e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 42987 members 
Mstep: Class 7 contains 71139 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102413 members 
Mstep: Class 13 contains 90147 members 
Mstep: Class 14 contains 134826 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88856 members 
Mstep: Class 19 contains 11009 members 
Entering Unmasked Estep 
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Iteration 163Q: 15 clusters Score -6.474136e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42934 members 
Mstep: Class 7 contains 71112 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102352 members 
Mstep: Class 13 contains 90115 members 
Mstep: Class 14 contains 134880 members 
Mstep: Class 15 contains 11942 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88848 members 
Mstep: Class 19 contains 11145 members 
Entering Unmasked Estep 
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Iteration 164Q: 15 clusters Score -6.474134e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 42879 members 
Mstep: Class 7 contains 71084 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 102290 members 
Mstep: Class 13 contains 90094 members 
Mstep: Class 14 contains 134930 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88849 members 
Mstep: Class 19 contains 11274 members 
Entering Unmasked Estep 
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Iteration 165Q: 15 clusters Score -6.474137e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42828 members 
Mstep: Class 7 contains 71063 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 102218 members 
Mstep: Class 13 contains 90061 members 
Mstep: Class 14 contains 134994 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 18 contains 88851 members 
Mstep: Class 19 contains 11410 members 
Entering Unmasked Estep 
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Iteration 166Q: 15 clusters Score -6.474134e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 7993 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 42785 members 
Mstep: Class 7 contains 71046 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 102149 members 
Mstep: Class 13 contains 90063 members 
Mstep: Class 14 contains 135021 members 
Mstep: Class 15 contains 11959 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88851 members 
Mstep: Class 19 contains 11535 members 
Entering Unmasked Estep 
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Iteration 167Q: 15 clusters Score -6.474145e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 7972 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 42738 members 
Mstep: Class 7 contains 71022 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 102091 members 
Mstep: Class 13 contains 90044 members 
Mstep: Class 14 contains 135039 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88857 members 
Mstep: Class 19 contains 11666 members 
Entering Unmasked Estep 
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Iteration 168Q: 15 clusters Score -6.474143e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42706 members 
Mstep: Class 7 contains 70997 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 102041 members 
Mstep: Class 13 contains 90010 members 
Mstep: Class 14 contains 135048 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 11796 members 
Entering Unmasked Estep 
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Iteration 169Q: 15 clusters Score -6.474144e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 7949 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42675 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 101993 members 
Mstep: Class 13 contains 89983 members 
Mstep: Class 14 contains 135043 members 
Mstep: Class 15 contains 11991 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88863 members 
Mstep: Class 19 contains 11921 members 
Entering Unmasked Estep 
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Iteration 170Q: 15 clusters Score -6.474159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 7941 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42642 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 101957 members 
Mstep: Class 13 contains 89975 members 
Mstep: Class 14 contains 135027 members 
Mstep: Class 15 contains 12005 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88863 members 
Mstep: Class 19 contains 12029 members 
Entering Unmasked Estep 
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Iteration 171Q: 15 clusters Score -6.474174e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 7 contains 70940 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 101899 members 
Mstep: Class 13 contains 89973 members 
Mstep: Class 14 contains 135013 members 
Mstep: Class 15 contains 12001 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88866 members 
Mstep: Class 19 contains 12165 members 
Entering Unmasked Estep 
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Iteration 172Q: 15 clusters Score -6.47417e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42590 members 
Mstep: Class 7 contains 70931 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 101871 members 
Mstep: Class 13 contains 89946 members 
Mstep: Class 14 contains 134990 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 12290 members 
Entering Unmasked Estep 
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Iteration 173Q: 15 clusters Score -6.474172e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 7 contains 70924 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 101829 members 
Mstep: Class 13 contains 89925 members 
Mstep: Class 14 contains 134975 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 12416 members 
Entering Unmasked Estep 
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Iteration 174Q: 15 clusters Score -6.474168e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 7890 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42549 members 
Mstep: Class 7 contains 70920 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 101803 members 
Mstep: Class 13 contains 89902 members 
Mstep: Class 14 contains 134940 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88862 members 
Mstep: Class 19 contains 12537 members 
Entering Unmasked Estep 
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Iteration 175Q: 15 clusters Score -6.47417e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42536 members 
Mstep: Class 7 contains 70916 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 101769 members 
Mstep: Class 13 contains 89875 members 
Mstep: Class 14 contains 134902 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88864 members 
Mstep: Class 19 contains 12672 members 
Entering Unmasked Estep 
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Iteration 176Q: 15 clusters Score -6.474168e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42521 members 
Mstep: Class 7 contains 70912 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 101723 members 
Mstep: Class 13 contains 89856 members 
Mstep: Class 14 contains 134851 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88864 members 
Mstep: Class 19 contains 12817 members 
Entering Unmasked Estep 
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Iteration 177Q: 15 clusters Score -6.474183e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42514 members 
Mstep: Class 7 contains 70910 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 101680 members 
Mstep: Class 13 contains 89839 members 
Mstep: Class 14 contains 134797 members 
Mstep: Class 15 contains 12012 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88865 members 
Mstep: Class 19 contains 12956 members 
Entering Unmasked Estep 
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Iteration 178Q: 15 clusters Score -6.474192e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 7 contains 70906 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 101641 members 
Mstep: Class 13 contains 89833 members 
Mstep: Class 14 contains 134762 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 13075 members 
Entering Unmasked Estep 
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Iteration 179Q: 15 clusters Score -6.474189e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 7828 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 7 contains 70900 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 101617 members 
Mstep: Class 13 contains 89823 members 
Mstep: Class 14 contains 134701 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 18 contains 88862 members 
Mstep: Class 19 contains 13209 members 
Entering Unmasked Estep 
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Iteration 180F: 15 clusters Score -6.474189e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10636 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 7 contains 70890 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 101603 members 
Mstep: Class 13 contains 89808 members 
Mstep: Class 14 contains 134665 members 
Mstep: Class 15 contains 12008 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 13321 members 
Entering Unmasked Estep 
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Iteration 181Q: 15 clusters Score -6.474198e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 7 contains 70879 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 101588 members 
Mstep: Class 13 contains 89789 members 
Mstep: Class 14 contains 134618 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88859 members 
Mstep: Class 19 contains 13448 members 
Entering Unmasked Estep 
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Iteration 182Q: 15 clusters Score -6.474194e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10624 members 
Mstep: Class 3 contains 7805 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 7 contains 70869 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 101574 members 
Mstep: Class 13 contains 89773 members 
Mstep: Class 14 contains 134577 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88862 members 
Mstep: Class 19 contains 13571 members 
Entering Unmasked Estep 
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Iteration 183Q: 15 clusters Score -6.474195e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10618 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42430 members 
Mstep: Class 7 contains 70863 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 101546 members 
Mstep: Class 13 contains 89741 members 
Mstep: Class 14 contains 134556 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88865 members 
Mstep: Class 19 contains 13692 members 
Entering Unmasked Estep 
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Iteration 184Q: 15 clusters Score -6.474199e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 70856 members 
Mstep: Class 9 contains 4488 members 
Mstep: Class 10 contains 101505 members 
Mstep: Class 13 contains 89711 members 
Mstep: Class 14 contains 134544 members 
Mstep: Class 15 contains 11979 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88861 members 
Mstep: Class 19 contains 13825 members 
Entering Unmasked Estep 
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Iteration 185Q: 15 clusters Score -6.474207e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10606 members 
Mstep: Class 3 contains 7780 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42374 members 
Mstep: Class 7 contains 70847 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 101452 members 
Mstep: Class 13 contains 89687 members 
Mstep: Class 14 contains 134557 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88860 members 
Mstep: Class 19 contains 13943 members 
Entering Unmasked Estep 
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Iteration 186Q: 15 clusters Score -6.474205e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10595 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 42363 members 
Mstep: Class 7 contains 70844 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 101389 members 
Mstep: Class 13 contains 89652 members 
Mstep: Class 14 contains 134556 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88854 members 
Mstep: Class 19 contains 14084 members 
Entering Unmasked Estep 
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Iteration 187Q: 15 clusters Score -6.474209e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42340 members 
Mstep: Class 7 contains 70844 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 101317 members 
Mstep: Class 13 contains 89613 members 
Mstep: Class 14 contains 134578 members 
Mstep: Class 15 contains 11978 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88854 members 
Mstep: Class 19 contains 14208 members 
Entering Unmasked Estep 
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Iteration 188Q: 15 clusters Score -6.474216e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10580 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 7 contains 70838 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 101255 members 
Mstep: Class 13 contains 89586 members 
Mstep: Class 14 contains 134588 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88858 members 
Mstep: Class 19 contains 14321 members 
Entering Unmasked Estep 
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Iteration 189Q: 15 clusters Score -6.474222e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 42305 members 
Mstep: Class 7 contains 70833 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 101210 members 
Mstep: Class 13 contains 89562 members 
Mstep: Class 14 contains 134597 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88856 members 
Mstep: Class 19 contains 14432 members 
Entering Unmasked Estep 
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Iteration 190Q: 15 clusters Score -6.474218e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 42282 members 
Mstep: Class 7 contains 70828 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 101152 members 
Mstep: Class 13 contains 89531 members 
Mstep: Class 14 contains 134611 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88857 members 
Mstep: Class 19 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742220.000000 Penalty: 30212.712891
Iteration 191Q: 15 clusters Score -6.474222e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 42263 members 
Mstep: Class 7 contains 70829 members 
Mstep: Class 9 contains 4488 members 
Mstep: Class 10 contains 101084 members 
Mstep: Class 13 contains 89500 members 
Mstep: Class 14 contains 134645 members 
Mstep: Class 15 contains 11988 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88853 members 
Mstep: Class 19 contains 14647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742240.000000 Penalty: 30212.712891
Iteration 192Q: 15 clusters Score -6.474224e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 42234 members 
Mstep: Class 7 contains 70826 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 101018 members 
Mstep: Class 13 contains 89472 members 
Mstep: Class 14 contains 134701 members 
Mstep: Class 15 contains 11980 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88850 members 
Mstep: Class 19 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742240.000000 Penalty: 30212.712891
Iteration 193Q: 15 clusters Score -6.474224e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 42203 members 
Mstep: Class 7 contains 70822 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100953 members 
Mstep: Class 13 contains 89450 members 
Mstep: Class 14 contains 134737 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88847 members 
Mstep: Class 19 contains 14853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742176.000000 Penalty: 30212.712891
Iteration 194Q: 15 clusters Score -6.474218e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 42169 members 
Mstep: Class 7 contains 70820 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100875 members 
Mstep: Class 13 contains 89426 members 
Mstep: Class 14 contains 134801 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88845 members 
Mstep: Class 19 contains 14960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742128.000000 Penalty: 30212.712891
Iteration 195Q: 15 clusters Score -6.474213e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 42128 members 
Mstep: Class 7 contains 70818 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100807 members 
Mstep: Class 13 contains 89380 members 
Mstep: Class 14 contains 134872 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88847 members 
Mstep: Class 19 contains 15051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742148.000000 Penalty: 30212.712891
Iteration 196Q: 15 clusters Score -6.474215e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42097 members 
Mstep: Class 7 contains 70817 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100739 members 
Mstep: Class 13 contains 89326 members 
Mstep: Class 14 contains 134954 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88846 members 
Mstep: Class 19 contains 15138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742132.000000 Penalty: 30212.712891
Iteration 197Q: 15 clusters Score -6.474213e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 7643 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42061 members 
Mstep: Class 7 contains 70812 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100669 members 
Mstep: Class 13 contains 89275 members 
Mstep: Class 14 contains 135057 members 
Mstep: Class 15 contains 11939 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88844 members 
Mstep: Class 19 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742184.000000 Penalty: 30212.712891
Iteration 198Q: 15 clusters Score -6.474218e+07 nChanged 363
Entering ConstructFrom: 
Score: -64742184.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -619477.062500 Penalty: 1396.279053
	Iteration 0F: 2 clusters Score -619477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -615186.562500 Penalty: 2792.558105
	Iteration 0F: 3 clusters Score -615186.6 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -616367.250000 Penalty: 2792.558105
	Iteration 1F: 3 clusters Score -616367.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -616558.312500 Penalty: 2792.558105
	Iteration 2F: 3 clusters Score -616558.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -616704.812500 Penalty: 2792.558105
	Iteration 3F: 3 clusters Score -616704.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -616822.000000 Penalty: 2792.558105
	Iteration 4Q: 3 clusters Score -616822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -616914.125000 Penalty: 2792.558105
	Iteration 5Q: 3 clusters Score -616914.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -617009.937500 Penalty: 2792.558105
	Iteration 6Q: 3 clusters Score -617009.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -617104.750000 Penalty: 2792.558105
	Iteration 7Q: 3 clusters Score -617104.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -617209.000000 Penalty: 2792.558105
	Iteration 8Q: 3 clusters Score -617209 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -617310.000000 Penalty: 2792.558105
	Iteration 9Q: 3 clusters Score -617310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -617411.437500 Penalty: 2792.558105
	Iteration 10Q: 3 clusters Score -617411.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -617516.000000 Penalty: 2792.558105
	Iteration 11Q: 3 clusters Score -617516 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -617636.812500 Penalty: 2792.558105
	Iteration 12Q: 3 clusters Score -617636.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -617772.750000 Penalty: 2792.558105
	Iteration 13Q: 3 clusters Score -617772.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -617907.937500 Penalty: 2792.558105
	Iteration 14Q: 3 clusters Score -617907.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -618015.312500 Penalty: 2792.558105
	Iteration 15Q: 3 clusters Score -618015.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -618095.625000 Penalty: 2792.558105
	Iteration 16Q: 3 clusters Score -618095.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -618158.000000 Penalty: 2792.558105
	Iteration 17Q: 3 clusters Score -618158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -618196.750000 Penalty: 2792.558105
	Iteration 18Q: 3 clusters Score -618196.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -618228.562500 Penalty: 2792.558105
	Iteration 19Q: 3 clusters Score -618228.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -618254.125000 Penalty: 2792.558105
	Iteration 20F: 3 clusters Score -618254.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -618267.687500 Penalty: 2792.558105
	Iteration 21Q: 3 clusters Score -618267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -618279.187500 Penalty: 2792.558105
	Iteration 22Q: 3 clusters Score -618279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -618295.062500 Penalty: 2792.558105
	Iteration 23Q: 3 clusters Score -618295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -618303.375000 Penalty: 2792.558105
	Iteration 24Q: 3 clusters Score -618303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -618305.562500 Penalty: 2792.558105
	Iteration 25Q: 3 clusters Score -618305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -618308.562500 Penalty: 2792.558105
	Iteration 26Q: 3 clusters Score -618308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -618310.812500 Penalty: 2792.558105
	Iteration 27Q: 3 clusters Score -618310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -618312.000000 Penalty: 2792.558105
	Iteration 28Q: 3 clusters Score -618312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -618315.125000 Penalty: 2792.558105
	Iteration 29Q: 3 clusters Score -618315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -618317.312500 Penalty: 2792.558105
	Iteration 30Q: 3 clusters Score -618317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -618318.875000 Penalty: 2792.558105
	Iteration 31Q: 3 clusters Score -618318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -618319.500000 Penalty: 2792.558105
	Iteration 32Q: 3 clusters Score -618319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -618321.000000 Penalty: 2792.558105
	Iteration 33Q: 3 clusters Score -618321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -618322.250000 Penalty: 2792.558105
	Iteration 34Q: 3 clusters Score -618322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -618322.250000 Penalty: 2792.558105
	Iteration 35Q: 3 clusters Score -618322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -618323.250000 Penalty: 2792.558105
	Iteration 36Q: 3 clusters Score -618323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -618323.250000 Penalty: 2792.558105
	Iteration 37F: 3 clusters Score -618323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1201238.375000 Penalty: 1504.887085
	Iteration 0F: 2 clusters Score -1201238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1193683.875000 Penalty: 3009.774170
	Iteration 0F: 3 clusters Score -1193684 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1196218.750000 Penalty: 3009.774170
	Iteration 1F: 3 clusters Score -1196219 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1196484.250000 Penalty: 3009.774170
	Iteration 2F: 3 clusters Score -1196484 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1196720.875000 Penalty: 3009.774170
	Iteration 3Q: 3 clusters Score -1196721 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1196967.625000 Penalty: 3009.774170
	Iteration 4Q: 3 clusters Score -1196968 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1197219.750000 Penalty: 3009.774170
	Iteration 5Q: 3 clusters Score -1197220 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1197507.250000 Penalty: 3009.774170
	Iteration 6Q: 3 clusters Score -1197507 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1197841.000000 Penalty: 3009.774170
	Iteration 7F: 3 clusters Score -1197841 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1198236.250000 Penalty: 3009.774170
	Iteration 8F: 3 clusters Score -1198236 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1198625.000000 Penalty: 3009.774170
	Iteration 9Q: 3 clusters Score -1198625 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1198981.625000 Penalty: 3009.774170
	Iteration 10Q: 3 clusters Score -1198982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1199287.875000 Penalty: 3009.774170
	Iteration 11Q: 3 clusters Score -1199288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1199522.500000 Penalty: 3009.774170
	Iteration 12Q: 3 clusters Score -1199522 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1199727.125000 Penalty: 3009.774170
	Iteration 13Q: 3 clusters Score -1199727 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1199871.500000 Penalty: 3009.774170
	Iteration 14Q: 3 clusters Score -1199872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1199966.625000 Penalty: 3009.774170
	Iteration 15Q: 3 clusters Score -1199967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1200043.000000 Penalty: 3009.774170
	Iteration 16Q: 3 clusters Score -1200043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1200095.375000 Penalty: 3009.774170
	Iteration 17Q: 3 clusters Score -1200095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1200132.375000 Penalty: 3009.774170
	Iteration 18Q: 3 clusters Score -1200132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1200161.000000 Penalty: 3009.774170
	Iteration 19Q: 3 clusters Score -1200161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1200181.750000 Penalty: 3009.774170
	Iteration 20F: 3 clusters Score -1200182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1200200.500000 Penalty: 3009.774170
	Iteration 21Q: 3 clusters Score -1200200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1200210.500000 Penalty: 3009.774170
	Iteration 22Q: 3 clusters Score -1200210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1200224.250000 Penalty: 3009.774170
	Iteration 23Q: 3 clusters Score -1200224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1200232.500000 Penalty: 3009.774170
	Iteration 24Q: 3 clusters Score -1200232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1200237.500000 Penalty: 3009.774170
	Iteration 25Q: 3 clusters Score -1200238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1200242.500000 Penalty: 3009.774170
	Iteration 26Q: 3 clusters Score -1200242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1200245.250000 Penalty: 3009.774170
	Iteration 27Q: 3 clusters Score -1200245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1200246.500000 Penalty: 3009.774170
	Iteration 28Q: 3 clusters Score -1200246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1200253.375000 Penalty: 3009.774170
	Iteration 29Q: 3 clusters Score -1200253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1200255.375000 Penalty: 3009.774170
	Iteration 30Q: 3 clusters Score -1200255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1200256.250000 Penalty: 3009.774170
	Iteration 31Q: 3 clusters Score -1200256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1200255.875000 Penalty: 3009.774170
	Iteration 32Q: 3 clusters Score -1200256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1200259.250000 Penalty: 3009.774170
	Iteration 33Q: 3 clusters Score -1200259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1200258.625000 Penalty: 3009.774170
	Iteration 34Q: 3 clusters Score -1200259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1200261.250000 Penalty: 3009.774170
	Iteration 35Q: 3 clusters Score -1200261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1200263.500000 Penalty: 3009.774170
	Iteration 36Q: 3 clusters Score -1200264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1200263.250000 Penalty: 3009.774170
	Iteration 37Q: 3 clusters Score -1200263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1200265.125000 Penalty: 3009.774170
	Iteration 38Q: 3 clusters Score -1200265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1200264.625000 Penalty: 3009.774170
	Iteration 39Q: 3 clusters Score -1200265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1200267.500000 Penalty: 3009.774170
	Iteration 40F: 3 clusters Score -1200268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1200268.500000 Penalty: 3009.774170
	Iteration 41Q: 3 clusters Score -1200268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1200267.625000 Penalty: 3009.774170
	Iteration 42Q: 3 clusters Score -1200268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1200267.625000 Penalty: 3009.774170
	Iteration 43F: 3 clusters Score -1200268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Entering Unmasked Estep 
Score: -823674.875000 Penalty: 1452.958740
	Iteration 0F: 2 clusters Score -823674.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -818038.187500 Penalty: 2905.917480
	Iteration 0F: 3 clusters Score -818038.2 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -819783.562500 Penalty: 2905.917480
	Iteration 1F: 3 clusters Score -819783.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -820147.312500 Penalty: 2905.917480
	Iteration 2F: 3 clusters Score -820147.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -820557.312500 Penalty: 2905.917480
	Iteration 3F: 3 clusters Score -820557.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -821046.312500 Penalty: 2905.917480
	Iteration 4F: 3 clusters Score -821046.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -821565.437500 Penalty: 2905.917480
	Iteration 5F: 3 clusters Score -821565.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -821996.062500 Penalty: 2905.917480
	Iteration 6F: 3 clusters Score -821996.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -822330.437500 Penalty: 2905.917480
	Iteration 7F: 3 clusters Score -822330.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -822570.875000 Penalty: 2905.917480
	Iteration 8Q: 3 clusters Score -822570.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -822776.187500 Penalty: 2905.917480
	Iteration 9Q: 3 clusters Score -822776.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -823010.000000 Penalty: 2905.917480
	Iteration 10Q: 3 clusters Score -823010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -823179.000000 Penalty: 2905.917480
	Iteration 11Q: 3 clusters Score -823179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -823238.812500 Penalty: 2905.917480
	Iteration 12Q: 3 clusters Score -823238.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -823264.500000 Penalty: 2905.917480
	Iteration 13Q: 3 clusters Score -823264.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -823278.875000 Penalty: 2905.917480
	Iteration 14Q: 3 clusters Score -823278.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -823289.750000 Penalty: 2905.917480
	Iteration 15Q: 3 clusters Score -823289.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -823292.187500 Penalty: 2905.917480
	Iteration 16Q: 3 clusters Score -823292.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -823300.250000 Penalty: 2905.917480
	Iteration 17Q: 3 clusters Score -823300.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -823302.562500 Penalty: 2905.917480
	Iteration 18Q: 3 clusters Score -823302.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -823307.250000 Penalty: 2905.917480
	Iteration 19Q: 3 clusters Score -823307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -823308.625000 Penalty: 2905.917480
	Iteration 20F: 3 clusters Score -823308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -823311.375000 Penalty: 2905.917480
	Iteration 21Q: 3 clusters Score -823311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -823311.937500 Penalty: 2905.917480
	Iteration 22Q: 3 clusters Score -823311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -823313.250000 Penalty: 2905.917480
	Iteration 23Q: 3 clusters Score -823313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -823316.187500 Penalty: 2905.917480
	Iteration 24Q: 3 clusters Score -823316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -823316.937500 Penalty: 2905.917480
	Iteration 25Q: 3 clusters Score -823316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -823319.250000 Penalty: 2905.917480
	Iteration 26Q: 3 clusters Score -823319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -823321.437500 Penalty: 2905.917480
	Iteration 27Q: 3 clusters Score -823321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -823325.250000 Penalty: 2905.917480
	Iteration 28Q: 3 clusters Score -823325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -823328.125000 Penalty: 2905.917480
	Iteration 29Q: 3 clusters Score -823328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -823328.812500 Penalty: 2905.917480
	Iteration 30Q: 3 clusters Score -823328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -823328.375000 Penalty: 2905.917480
	Iteration 31Q: 3 clusters Score -823328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -823330.937500 Penalty: 2905.917480
	Iteration 32Q: 3 clusters Score -823330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -823329.125000 Penalty: 2905.917480
	Iteration 33Q: 3 clusters Score -823329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -823332.312500 Penalty: 2905.917480
	Iteration 34Q: 3 clusters Score -823332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -823333.937500 Penalty: 2905.917480
	Iteration 35Q: 3 clusters Score -823333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -823334.125000 Penalty: 2905.917480
	Iteration 36Q: 3 clusters Score -823334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -823334.812500 Penalty: 2905.917480
	Iteration 37Q: 3 clusters Score -823334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -823335.000000 Penalty: 2905.917480
	Iteration 38Q: 3 clusters Score -823335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -823334.812500 Penalty: 2905.917480
	Iteration 39Q: 3 clusters Score -823334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -823337.312500 Penalty: 2905.917480
	Iteration 40F: 3 clusters Score -823337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -823336.750000 Penalty: 2905.917480
	Iteration 41Q: 3 clusters Score -823336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -823339.812500 Penalty: 2905.917480
	Iteration 42Q: 3 clusters Score -823339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -823339.062500 Penalty: 2905.917480
	Iteration 43Q: 3 clusters Score -823339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -823340.125000 Penalty: 2905.917480
	Iteration 44Q: 3 clusters Score -823340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -823340.375000 Penalty: 2905.917480
	Iteration 45Q: 3 clusters Score -823340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -823340.937500 Penalty: 2905.917480
	Iteration 46Q: 3 clusters Score -823340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -823340.937500 Penalty: 2905.917480
	Iteration 47F: 3 clusters Score -823340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -356702.906250 Penalty: 1321.755615
	Iteration 0F: 2 clusters Score -356702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -353764.968750 Penalty: 2643.511230
	Iteration 0F: 3 clusters Score -353765 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -354632.000000 Penalty: 2643.511230
	Iteration 1F: 3 clusters Score -354632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -354867.843750 Penalty: 2643.511230
	Iteration 2F: 3 clusters Score -354867.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -355046.125000 Penalty: 2643.511230
	Iteration 3F: 3 clusters Score -355046.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -355209.031250 Penalty: 2643.511230
	Iteration 4F: 3 clusters Score -355209 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -355355.968750 Penalty: 2643.511230
	Iteration 5Q: 3 clusters Score -355356 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -355465.468750 Penalty: 2643.511230
	Iteration 6Q: 3 clusters Score -355465.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -355548.062500 Penalty: 2643.511230
	Iteration 7Q: 3 clusters Score -355548.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -355625.093750 Penalty: 2643.511230
	Iteration 8Q: 3 clusters Score -355625.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -355715.968750 Penalty: 2643.511230
	Iteration 9Q: 3 clusters Score -355716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -355794.468750 Penalty: 2643.511230
	Iteration 10Q: 3 clusters Score -355794.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -355863.781250 Penalty: 2643.511230
	Iteration 11Q: 3 clusters Score -355863.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -355917.343750 Penalty: 2643.511230
	Iteration 12Q: 3 clusters Score -355917.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -355953.187500 Penalty: 2643.511230
	Iteration 13Q: 3 clusters Score -355953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -355972.531250 Penalty: 2643.511230
	Iteration 14Q: 3 clusters Score -355972.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -355988.562500 Penalty: 2643.511230
	Iteration 15Q: 3 clusters Score -355988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -355998.937500 Penalty: 2643.511230
	Iteration 16Q: 3 clusters Score -355998.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -356005.375000 Penalty: 2643.511230
	Iteration 17Q: 3 clusters Score -356005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -356012.156250 Penalty: 2643.511230
	Iteration 18Q: 3 clusters Score -356012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -356018.875000 Penalty: 2643.511230
	Iteration 19Q: 3 clusters Score -356018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -356022.937500 Penalty: 2643.511230
	Iteration 20F: 3 clusters Score -356022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -356026.125000 Penalty: 2643.511230
	Iteration 21Q: 3 clusters Score -356026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -356027.843750 Penalty: 2643.511230
	Iteration 22Q: 3 clusters Score -356027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -356030.781250 Penalty: 2643.511230
	Iteration 23Q: 3 clusters Score -356030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -356033.781250 Penalty: 2643.511230
	Iteration 24Q: 3 clusters Score -356033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -356035.531250 Penalty: 2643.511230
	Iteration 25Q: 3 clusters Score -356035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -356035.593750 Penalty: 2643.511230
	Iteration 26Q: 3 clusters Score -356035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -356035.593750 Penalty: 2643.511230
	Iteration 27F: 3 clusters Score -356035.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -4660512.000000 Penalty: 1730.016846
	Iteration 0F: 2 clusters Score -4660512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4632462.500000 Penalty: 3460.033691
	Iteration 0F: 3 clusters Score -4632462 nChanged 19485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4643207 nChanged 1539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4643592 nChanged 1563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4644050 nChanged 1577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4645132 nChanged 1803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4645949.500000 Penalty: 3460.033691
	Iteration 6Q: 3 clusters Score -4645950 nChanged 2121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4647301.500000 Penalty: 3460.033691
	Iteration 7F: 3 clusters Score -4647302 nChanged 2570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4649258 nChanged 2673
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Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4651384 nChanged 2325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -4652903.500000 Penalty: 3460.033691
	Iteration 10F: 3 clusters Score -4652904 nChanged 1600
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Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4653595 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4654033 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4654419.500000 Penalty: 3460.033691
	Iteration 13Q: 3 clusters Score -4654420 nChanged 824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4654844 nChanged 845
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Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4655265.500000 Penalty: 3460.033691
	Iteration 15Q: 3 clusters Score -4655266 nChanged 852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4655685 nChanged 761
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Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4656112.000000 Penalty: 3460.033691
	Iteration 17Q: 3 clusters Score -4656112 nChanged 730
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Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4656484 nChanged 696
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Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4656785 nChanged 587
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Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4657050.500000 Penalty: 3460.033691
	Iteration 20F: 3 clusters Score -4657050 nChanged 534
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Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4657259.000000 Penalty: 3460.033691
	Iteration 21Q: 3 clusters Score -4657259 nChanged 499
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4657468 nChanged 450
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Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4657632.500000 Penalty: 3460.033691
	Iteration 23Q: 3 clusters Score -4657632 nChanged 413
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Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4657772 nChanged 388
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Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -4657899.000000 Penalty: 3460.033691
	Iteration 25Q: 3 clusters Score -4657899 nChanged 346
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Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4657985 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4658080 nChanged 271
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Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4658144.000000 Penalty: 3460.033691
	Iteration 28Q: 3 clusters Score -4658144 nChanged 247
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Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4658204.500000 Penalty: 3460.033691
	Iteration 29Q: 3 clusters Score -4658204 nChanged 222
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Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4658261.000000 Penalty: 3460.033691
	Iteration 30Q: 3 clusters Score -4658261 nChanged 217
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Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -4658306.000000 Penalty: 3460.033691
	Iteration 31Q: 3 clusters Score -4658306 nChanged 203
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Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4658358.000000 Penalty: 3460.033691
	Iteration 32Q: 3 clusters Score -4658358 nChanged 165
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Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4658380 nChanged 164
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Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4658404.000000 Penalty: 3460.033691
	Iteration 34Q: 3 clusters Score -4658404 nChanged 135
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Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4658421.500000 Penalty: 3460.033691
	Iteration 35Q: 3 clusters Score -4658422 nChanged 134
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Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4658453.000000 Penalty: 3460.033691
	Iteration 36Q: 3 clusters Score -4658453 nChanged 137
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Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4658466 nChanged 140
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Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4658484.500000 Penalty: 3460.033691
	Iteration 38Q: 3 clusters Score -4658484 nChanged 129
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Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4658505.500000 Penalty: 3460.033691
	Iteration 39Q: 3 clusters Score -4658506 nChanged 118
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Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4658518.500000 Penalty: 3460.033691
	Iteration 40F: 3 clusters Score -4658518 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4658533.500000 Penalty: 3460.033691
	Iteration 41Q: 3 clusters Score -4658534 nChanged 106
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Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4658548.000000 Penalty: 3460.033691
	Iteration 42Q: 3 clusters Score -4658548 nChanged 104
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Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4658576.000000 Penalty: 3460.033691
	Iteration 43Q: 3 clusters Score -4658576 nChanged 110
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Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4658581.000000 Penalty: 3460.033691
	Iteration 44Q: 3 clusters Score -4658581 nChanged 92
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Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4658592.000000 Penalty: 3460.033691
	Iteration 45Q: 3 clusters Score -4658592 nChanged 79
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Mstep: Class 1 contains 37002 members 
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Entering Unmasked Estep 
Score: -4658607.500000 Penalty: 3460.033691
	Iteration 46Q: 3 clusters Score -4658608 nChanged 69
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Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4658619.000000 Penalty: 3460.033691
	Iteration 47Q: 3 clusters Score -4658619 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4658634 nChanged 61
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Mstep: Class 1 contains 37202 members 
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Entering Unmasked Estep 
Score: -4658658.500000 Penalty: 3460.033691
	Iteration 49Q: 3 clusters Score -4658658 nChanged 65
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Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4658668.000000 Penalty: 3460.033691
	Iteration 50Q: 3 clusters Score -4658668 nChanged 71
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Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4658685.000000 Penalty: 3460.033691
	Iteration 51Q: 3 clusters Score -4658685 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37400 members 
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Entering Unmasked Estep 
Score: -4658694.000000 Penalty: 3460.033691
	Iteration 52Q: 3 clusters Score -4658694 nChanged 47
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Mstep: Class 1 contains 37447 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4658685 nChanged 40
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Mstep: Class 1 contains 37487 members 
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Entering Unmasked Estep 
Score: -4658693.000000 Penalty: 3460.033691
	Iteration 54Q: 3 clusters Score -4658693 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37528 members 
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Entering Unmasked Estep 
Score: -4658686.500000 Penalty: 3460.033691
	Iteration 55Q: 3 clusters Score -4658686 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37566 members 
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Entering Unmasked Estep 
Score: -4658705.000000 Penalty: 3460.033691
	Iteration 56Q: 3 clusters Score -4658705 nChanged 36
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Mstep: Class 1 contains 37602 members 
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Entering Unmasked Estep 
Score: -4658709.500000 Penalty: 3460.033691
	Iteration 57Q: 3 clusters Score -4658710 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37632 members 
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Entering Unmasked Estep 
Score: -4658714.500000 Penalty: 3460.033691
	Iteration 58Q: 3 clusters Score -4658714 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4658720.500000 Penalty: 3460.033691
	Iteration 59Q: 3 clusters Score -4658720 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4658735.000000 Penalty: 3460.033691
	Iteration 60F: 3 clusters Score -4658735 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4658738.000000 Penalty: 3460.033691
	Iteration 61Q: 3 clusters Score -4658738 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4658729.500000 Penalty: 3460.033691
	Iteration 62Q: 3 clusters Score -4658730 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4658738.000000 Penalty: 3460.033691
	Iteration 63Q: 3 clusters Score -4658738 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4658751.000000 Penalty: 3460.033691
	Iteration 64Q: 3 clusters Score -4658751 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4658757.000000 Penalty: 3460.033691
	Iteration 65Q: 3 clusters Score -4658757 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37941 members 
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Entering Unmasked Estep 
Score: -4658765.000000 Penalty: 3460.033691
	Iteration 66Q: 3 clusters Score -4658765 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4658785.000000 Penalty: 3460.033691
	Iteration 67Q: 3 clusters Score -4658785 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38046 members 
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Entering Unmasked Estep 
Score: -4658802.000000 Penalty: 3460.033691
	Iteration 68Q: 3 clusters Score -4658802 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4658799.000000 Penalty: 3460.033691
	Iteration 69Q: 3 clusters Score -4658799 nChanged 67
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Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4658832.000000 Penalty: 3460.033691
	Iteration 70Q: 3 clusters Score -4658832 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4658836.500000 Penalty: 3460.033691
	Iteration 71Q: 3 clusters Score -4658836 nChanged 50
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Mstep: Class 1 contains 38279 members 
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Entering Unmasked Estep 
Score: -4658838.500000 Penalty: 3460.033691
	Iteration 72Q: 3 clusters Score -4658838 nChanged 53
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Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4658845.500000 Penalty: 3460.033691
	Iteration 73Q: 3 clusters Score -4658846 nChanged 39
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Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4658849.000000 Penalty: 3460.033691
	Iteration 74Q: 3 clusters Score -4658849 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38402 members 
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Entering Unmasked Estep 
Score: -4658852.000000 Penalty: 3460.033691
	Iteration 75Q: 3 clusters Score -4658852 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38426 members 
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Entering Unmasked Estep 
Score: -4658855.000000 Penalty: 3460.033691
	Iteration 76Q: 3 clusters Score -4658855 nChanged 28
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Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4658846.000000 Penalty: 3460.033691
	Iteration 77Q: 3 clusters Score -4658846 nChanged 24
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Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4658850.000000 Penalty: 3460.033691
	Iteration 78Q: 3 clusters Score -4658850 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38496 members 
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Entering Unmasked Estep 
Score: -4658864.000000 Penalty: 3460.033691
	Iteration 79Q: 3 clusters Score -4658864 nChanged 18
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Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4658862.500000 Penalty: 3460.033691
	Iteration 80F: 3 clusters Score -4658862 nChanged 17
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Mstep: Class 1 contains 38531 members 
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Entering Unmasked Estep 
Score: -4658858.000000 Penalty: 3460.033691
	Iteration 81Q: 3 clusters Score -4658858 nChanged 18
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Mstep: Class 1 contains 38549 members 
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Entering Unmasked Estep 
Score: -4658859.500000 Penalty: 3460.033691
	Iteration 82Q: 3 clusters Score -4658860 nChanged 14
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Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4658856.000000 Penalty: 3460.033691
	Iteration 83Q: 3 clusters Score -4658856 nChanged 17
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Mstep: Class 1 contains 38580 members 
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Entering Unmasked Estep 
Score: -4658863.500000 Penalty: 3460.033691
	Iteration 84Q: 3 clusters Score -4658864 nChanged 12
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Mstep: Class 1 contains 38592 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4658863 nChanged 12
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Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4658861.000000 Penalty: 3460.033691
	Iteration 86Q: 3 clusters Score -4658861 nChanged 7
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Mstep: Class 1 contains 38609 members 
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Entering Unmasked Estep 
Score: -4658858.000000 Penalty: 3460.033691
	Iteration 87Q: 3 clusters Score -4658858 nChanged 7
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Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4658867.000000 Penalty: 3460.033691
	Iteration 88Q: 3 clusters Score -4658867 nChanged 11
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Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4658860 nChanged 7
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Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4658853.000000 Penalty: 3460.033691
	Iteration 90Q: 3 clusters Score -4658853 nChanged 8
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Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4658860 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4658857.500000 Penalty: 3460.033691
	Iteration 92Q: 3 clusters Score -4658858 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4658855.500000 Penalty: 3460.033691
	Iteration 93Q: 3 clusters Score -4658856 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4658861.500000 Penalty: 3460.033691
	Iteration 94Q: 3 clusters Score -4658862 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4658859.500000 Penalty: 3460.033691
	Iteration 95Q: 3 clusters Score -4658860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4658855.000000 Penalty: 3460.033691
	Iteration 96Q: 3 clusters Score -4658855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4658851.500000 Penalty: 3460.033691
	Iteration 97Q: 3 clusters Score -4658852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4658855.000000 Penalty: 3460.033691
	Iteration 98Q: 3 clusters Score -4658855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4658853.500000 Penalty: 3460.033691
	Iteration 99Q: 3 clusters Score -4658854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4658855.500000 Penalty: 3460.033691
	Iteration 100F: 3 clusters Score -4658856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4658857.500000 Penalty: 3460.033691
	Iteration 101Q: 3 clusters Score -4658858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4658858.500000 Penalty: 3460.033691
	Iteration 102Q: 3 clusters Score -4658858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4658859.500000 Penalty: 3460.033691
	Iteration 103Q: 3 clusters Score -4658860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4658863.500000 Penalty: 3460.033691
	Iteration 104Q: 3 clusters Score -4658864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4658857.500000 Penalty: 3460.033691
	Iteration 105Q: 3 clusters Score -4658858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4658860.000000 Penalty: 3460.033691
	Iteration 106Q: 3 clusters Score -4658860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4658866.000000 Penalty: 3460.033691
	Iteration 107Q: 3 clusters Score -4658866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4658868.000000 Penalty: 3460.033691
	Iteration 108Q: 3 clusters Score -4658868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4658866.500000 Penalty: 3460.033691
	Iteration 109Q: 3 clusters Score -4658866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4658859.500000 Penalty: 3460.033691
	Iteration 110Q: 3 clusters Score -4658860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4658863.000000 Penalty: 3460.033691
	Iteration 111Q: 3 clusters Score -4658863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4658864.000000 Penalty: 3460.033691
	Iteration 112Q: 3 clusters Score -4658864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4658864.000000 Penalty: 3460.033691
	Iteration 113Q: 3 clusters Score -4658864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4658861.000000 Penalty: 3460.033691
	Iteration 114Q: 3 clusters Score -4658861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4658861.500000 Penalty: 3460.033691
	Iteration 115Q: 3 clusters Score -4658862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4658854.000000 Penalty: 3460.033691
	Iteration 116Q: 3 clusters Score -4658854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4658856.500000 Penalty: 3460.033691
	Iteration 117Q: 3 clusters Score -4658856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4658856.000000 Penalty: 3460.033691
	Iteration 118Q: 3 clusters Score -4658856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4658859.000000 Penalty: 3460.033691
	Iteration 119Q: 3 clusters Score -4658859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4658858.500000 Penalty: 3460.033691
	Iteration 120F: 3 clusters Score -4658858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4658859.000000 Penalty: 3460.033691
	Iteration 121Q: 3 clusters Score -4658859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4658859.000000 Penalty: 3460.033691
	Iteration 122Q: 3 clusters Score -4658859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4658859.000000 Penalty: 3460.033691
	Iteration 123F: 3 clusters Score -4658859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Entering Unmasked Estep 
Score: -8048164.500000 Penalty: 1814.767212
	Iteration 0F: 2 clusters Score -8048164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -8000757.500000 Penalty: 3629.534424
	Iteration 0F: 3 clusters Score -8000758 nChanged 33502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8019855.500000 Penalty: 3629.534424
	Iteration 1F: 3 clusters Score -8019856 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8020821.000000 Penalty: 3629.534424
	Iteration 2Q: 3 clusters Score -8020821 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8022262.000000 Penalty: 3629.534424
	Iteration 3Q: 3 clusters Score -8022262 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -8025207.500000 Penalty: 3629.534424
	Iteration 4F: 3 clusters Score -8025208 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -8030409.000000 Penalty: 3629.534424
	Iteration 5F: 3 clusters Score -8030409 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -8037213.000000 Penalty: 3629.534424
	Iteration 6F: 3 clusters Score -8037213 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -8042756.500000 Penalty: 3629.534424
	Iteration 7F: 3 clusters Score -8042756 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -8045261.000000 Penalty: 3629.534424
	Iteration 8Q: 3 clusters Score -8045261 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -8046100.000000 Penalty: 3629.534424
	Iteration 9Q: 3 clusters Score -8046100 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -8046406.000000 Penalty: 3629.534424
	Iteration 10Q: 3 clusters Score -8046406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8046540.500000 Penalty: 3629.534424
	Iteration 11Q: 3 clusters Score -8046540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -8046587.000000 Penalty: 3629.534424
	Iteration 12Q: 3 clusters Score -8046587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -8046633.500000 Penalty: 3629.534424
	Iteration 13Q: 3 clusters Score -8046634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -8046662.500000 Penalty: 3629.534424
	Iteration 14Q: 3 clusters Score -8046662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8046693.500000 Penalty: 3629.534424
	Iteration 15Q: 3 clusters Score -8046694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -8046716.000000 Penalty: 3629.534424
	Iteration 16Q: 3 clusters Score -8046716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8046755.000000 Penalty: 3629.534424
	Iteration 17Q: 3 clusters Score -8046755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -8046793.000000 Penalty: 3629.534424
	Iteration 18Q: 3 clusters Score -8046793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -8046815.000000 Penalty: 3629.534424
	Iteration 19Q: 3 clusters Score -8046815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -8046820.500000 Penalty: 3629.534424
	Iteration 20F: 3 clusters Score -8046820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -8046825.500000 Penalty: 3629.534424
	Iteration 21Q: 3 clusters Score -8046826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -8046830.000000 Penalty: 3629.534424
	Iteration 22Q: 3 clusters Score -8046830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8046823.500000 Penalty: 3629.534424
	Iteration 23Q: 3 clusters Score -8046824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -8046831.000000 Penalty: 3629.534424
	Iteration 24Q: 3 clusters Score -8046831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8046835.000000 Penalty: 3629.534424
	Iteration 25Q: 3 clusters Score -8046835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8046837.500000 Penalty: 3629.534424
	Iteration 26Q: 3 clusters Score -8046838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8046836.500000 Penalty: 3629.534424
	Iteration 27Q: 3 clusters Score -8046836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -8046841.000000 Penalty: 3629.534424
	Iteration 28Q: 3 clusters Score -8046841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -8046841.500000 Penalty: 3629.534424
	Iteration 29Q: 3 clusters Score -8046842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -8046843.500000 Penalty: 3629.534424
	Iteration 30Q: 3 clusters Score -8046844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -8046842.000000 Penalty: 3629.534424
	Iteration 31Q: 3 clusters Score -8046842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -8046842.000000 Penalty: 3629.534424
	Iteration 32F: 3 clusters Score -8046842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -492477.687500 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -492477.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -488851.906250 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -488851.9 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -489790.562500 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -489790.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -489981.156250 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -489981.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -490168.468750 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -490168.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -490434.250000 Penalty: 2733.122559
	Iteration 4F: 3 clusters Score -490434.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -490791.093750 Penalty: 2733.122559
	Iteration 5F: 3 clusters Score -490791.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -491149.562500 Penalty: 2733.122559
	Iteration 6F: 3 clusters Score -491149.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -491507.937500 Penalty: 2733.122559
	Iteration 7F: 3 clusters Score -491507.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -491773.375000 Penalty: 2733.122559
	Iteration 8F: 3 clusters Score -491773.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -491962.718750 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -491962.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -492069.156250 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -492069.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492141.343750 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -492141.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -492185.875000 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -492185.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -492211.937500 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -492211.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -492226.625000 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -492226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -492239.750000 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -492239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -492247.875000 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -492247.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -492256.218750 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -492256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -492263.562500 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -492263.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -492270.968750 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -492271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -492277.000000 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -492277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -492284.250000 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -492284.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -492291.218750 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -492291.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -492299.625000 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -492299.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -492304.062500 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -492304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -492307.562500 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -492307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -492310.531250 Penalty: 2733.122559
	Iteration 26Q: 3 clusters Score -492310.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -492314.156250 Penalty: 2733.122559
	Iteration 27Q: 3 clusters Score -492314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -492316.031250 Penalty: 2733.122559
	Iteration 28Q: 3 clusters Score -492316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -492317.968750 Penalty: 2733.122559
	Iteration 29Q: 3 clusters Score -492318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -492320.437500 Penalty: 2733.122559
	Iteration 30Q: 3 clusters Score -492320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -492320.812500 Penalty: 2733.122559
	Iteration 31Q: 3 clusters Score -492320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -492322.937500 Penalty: 2733.122559
	Iteration 32Q: 3 clusters Score -492322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -492324.406250 Penalty: 2733.122559
	Iteration 33Q: 3 clusters Score -492324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -492326.000000 Penalty: 2733.122559
	Iteration 34Q: 3 clusters Score -492326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -492327.093750 Penalty: 2733.122559
	Iteration 35Q: 3 clusters Score -492327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -492327.781250 Penalty: 2733.122559
	Iteration 36Q: 3 clusters Score -492327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -492327.906250 Penalty: 2733.122559
	Iteration 37Q: 3 clusters Score -492327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -492328.875000 Penalty: 2733.122559
	Iteration 38Q: 3 clusters Score -492328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -492329.187500 Penalty: 2733.122559
	Iteration 39Q: 3 clusters Score -492329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -492329.187500 Penalty: 2733.122559
	Iteration 40F: 3 clusters Score -492329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Entering Unmasked Estep 
Score: -11364184.000000 Penalty: 1871.790283
	Iteration 0F: 2 clusters Score -1.136418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -11297238.000000 Penalty: 3743.580566
	Iteration 0F: 3 clusters Score -1.129724e+07 nChanged 47913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -11325332.000000 Penalty: 3743.580566
	Iteration 1F: 3 clusters Score -1.132533e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -11326664.000000 Penalty: 3743.580566
	Iteration 2Q: 3 clusters Score -1.132666e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -11328746.000000 Penalty: 3743.580566
	Iteration 3Q: 3 clusters Score -1.132875e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -11332205.000000 Penalty: 3743.580566
	Iteration 4F: 3 clusters Score -1.13322e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -11337314.000000 Penalty: 3743.580566
	Iteration 5F: 3 clusters Score -1.133731e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -11344544.000000 Penalty: 3743.580566
	Iteration 6F: 3 clusters Score -1.134454e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -11351340.000000 Penalty: 3743.580566
	Iteration 7F: 3 clusters Score -1.135134e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -11354921.000000 Penalty: 3743.580566
	Iteration 8F: 3 clusters Score -1.135492e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -11356220.000000 Penalty: 3743.580566
	Iteration 9Q: 3 clusters Score -1.135622e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -11356803.000000 Penalty: 3743.580566
	Iteration 10Q: 3 clusters Score -1.13568e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -11357249.000000 Penalty: 3743.580566
	Iteration 11Q: 3 clusters Score -1.135725e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -11357614.000000 Penalty: 3743.580566
	Iteration 12Q: 3 clusters Score -1.135761e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -11358038.000000 Penalty: 3743.580566
	Iteration 13Q: 3 clusters Score -1.135804e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -11358359.000000 Penalty: 3743.580566
	Iteration 14Q: 3 clusters Score -1.135836e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -11358673.000000 Penalty: 3743.580566
	Iteration 15Q: 3 clusters Score -1.135867e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -11358937.000000 Penalty: 3743.580566
	Iteration 16Q: 3 clusters Score -1.135894e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -11359254.000000 Penalty: 3743.580566
	Iteration 17Q: 3 clusters Score -1.135925e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -11359489.000000 Penalty: 3743.580566
	Iteration 18Q: 3 clusters Score -1.135949e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -11359794.000000 Penalty: 3743.580566
	Iteration 19Q: 3 clusters Score -1.135979e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -11360067.000000 Penalty: 3743.580566
	Iteration 20F: 3 clusters Score -1.136007e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -11360295.000000 Penalty: 3743.580566
	Iteration 21Q: 3 clusters Score -1.13603e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -11360531.000000 Penalty: 3743.580566
	Iteration 22Q: 3 clusters Score -1.136053e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -11360717.000000 Penalty: 3743.580566
	Iteration 23Q: 3 clusters Score -1.136072e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -11360890.000000 Penalty: 3743.580566
	Iteration 24Q: 3 clusters Score -1.136089e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -11361036.000000 Penalty: 3743.580566
	Iteration 25Q: 3 clusters Score -1.136104e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -11361233.000000 Penalty: 3743.580566
	Iteration 26Q: 3 clusters Score -1.136123e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -11361345.000000 Penalty: 3743.580566
	Iteration 27Q: 3 clusters Score -1.136134e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -11361403.000000 Penalty: 3743.580566
	Iteration 28Q: 3 clusters Score -1.13614e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -11361475.000000 Penalty: 3743.580566
	Iteration 29Q: 3 clusters Score -1.136148e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -11361608.000000 Penalty: 3743.580566
	Iteration 30Q: 3 clusters Score -1.136161e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -11361728.000000 Penalty: 3743.580566
	Iteration 31Q: 3 clusters Score -1.136173e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -11361825.000000 Penalty: 3743.580566
	Iteration 32Q: 3 clusters Score -1.136182e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -11361872.000000 Penalty: 3743.580566
	Iteration 33Q: 3 clusters Score -1.136187e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -11361950.000000 Penalty: 3743.580566
	Iteration 34Q: 3 clusters Score -1.136195e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -11362034.000000 Penalty: 3743.580566
	Iteration 35Q: 3 clusters Score -1.136203e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -11362133.000000 Penalty: 3743.580566
	Iteration 36Q: 3 clusters Score -1.136213e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -11362180.000000 Penalty: 3743.580566
	Iteration 37Q: 3 clusters Score -1.136218e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -11362250.000000 Penalty: 3743.580566
	Iteration 38Q: 3 clusters Score -1.136225e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -11362367.000000 Penalty: 3743.580566
	Iteration 39Q: 3 clusters Score -1.136237e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -11362446.000000 Penalty: 3743.580566
	Iteration 40F: 3 clusters Score -1.136245e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -11362569.000000 Penalty: 3743.580566
	Iteration 41Q: 3 clusters Score -1.136257e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -11362617.000000 Penalty: 3743.580566
	Iteration 42Q: 3 clusters Score -1.136262e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -11362641.000000 Penalty: 3743.580566
	Iteration 43Q: 3 clusters Score -1.136264e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -11362648.000000 Penalty: 3743.580566
	Iteration 44Q: 3 clusters Score -1.136265e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -11362687.000000 Penalty: 3743.580566
	Iteration 45Q: 3 clusters Score -1.136269e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -11362729.000000 Penalty: 3743.580566
	Iteration 46Q: 3 clusters Score -1.136273e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -11362736.000000 Penalty: 3743.580566
	Iteration 47Q: 3 clusters Score -1.136274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -11362745.000000 Penalty: 3743.580566
	Iteration 48Q: 3 clusters Score -1.136274e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11362750.000000 Penalty: 3743.580566
	Iteration 49Q: 3 clusters Score -1.136275e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11362802.000000 Penalty: 3743.580566
	Iteration 50Q: 3 clusters Score -1.13628e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -11362827.000000 Penalty: 3743.580566
	Iteration 51Q: 3 clusters Score -1.136283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -11362825.000000 Penalty: 3743.580566
	Iteration 52Q: 3 clusters Score -1.136282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -11362840.000000 Penalty: 3743.580566
	Iteration 53Q: 3 clusters Score -1.136284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -11362850.000000 Penalty: 3743.580566
	Iteration 54Q: 3 clusters Score -1.136285e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -11362837.000000 Penalty: 3743.580566
	Iteration 55Q: 3 clusters Score -1.136284e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -11362844.000000 Penalty: 3743.580566
	Iteration 56Q: 3 clusters Score -1.136284e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11362854.000000 Penalty: 3743.580566
	Iteration 57Q: 3 clusters Score -1.136285e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -11362854.000000 Penalty: 3743.580566
	Iteration 58Q: 3 clusters Score -1.136285e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -11362876.000000 Penalty: 3743.580566
	Iteration 59Q: 3 clusters Score -1.136288e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -11362875.000000 Penalty: 3743.580566
	Iteration 60F: 3 clusters Score -1.136288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -11362885.000000 Penalty: 3743.580566
	Iteration 61Q: 3 clusters Score -1.136288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -11362879.000000 Penalty: 3743.580566
	Iteration 62Q: 3 clusters Score -1.136288e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -11362895.000000 Penalty: 3743.580566
	Iteration 63Q: 3 clusters Score -1.13629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -11362921.000000 Penalty: 3743.580566
	Iteration 64Q: 3 clusters Score -1.136292e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11362915.000000 Penalty: 3743.580566
	Iteration 65Q: 3 clusters Score -1.136292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -11362921.000000 Penalty: 3743.580566
	Iteration 66Q: 3 clusters Score -1.136292e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11362929.000000 Penalty: 3743.580566
	Iteration 67Q: 3 clusters Score -1.136293e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -11362947.000000 Penalty: 3743.580566
	Iteration 68Q: 3 clusters Score -1.136295e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11362968.000000 Penalty: 3743.580566
	Iteration 69Q: 3 clusters Score -1.136297e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -11362975.000000 Penalty: 3743.580566
	Iteration 70Q: 3 clusters Score -1.136298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -11362979.000000 Penalty: 3743.580566
	Iteration 71Q: 3 clusters Score -1.136298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -11362979.000000 Penalty: 3743.580566
	Iteration 72Q: 3 clusters Score -1.136298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11362964.000000 Penalty: 3743.580566
	Iteration 73Q: 3 clusters Score -1.136296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11362985.000000 Penalty: 3743.580566
	Iteration 74Q: 3 clusters Score -1.136298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -11362974.000000 Penalty: 3743.580566
	Iteration 75Q: 3 clusters Score -1.136297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -11362979.000000 Penalty: 3743.580566
	Iteration 76Q: 3 clusters Score -1.136298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11362980.000000 Penalty: 3743.580566
	Iteration 77Q: 3 clusters Score -1.136298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -11363000.000000 Penalty: 3743.580566
	Iteration 78Q: 3 clusters Score -1.1363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11362998.000000 Penalty: 3743.580566
	Iteration 79Q: 3 clusters Score -1.1363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -11362987.000000 Penalty: 3743.580566
	Iteration 80F: 3 clusters Score -1.136299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -11362991.000000 Penalty: 3743.580566
	Iteration 81Q: 3 clusters Score -1.136299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11363003.000000 Penalty: 3743.580566
	Iteration 82Q: 3 clusters Score -1.1363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -11363007.000000 Penalty: 3743.580566
	Iteration 83Q: 3 clusters Score -1.136301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -11363001.000000 Penalty: 3743.580566
	Iteration 84Q: 3 clusters Score -1.1363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11363002.000000 Penalty: 3743.580566
	Iteration 85Q: 3 clusters Score -1.1363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -11362997.000000 Penalty: 3743.580566
	Iteration 86Q: 3 clusters Score -1.1363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -11362991.000000 Penalty: 3743.580566
	Iteration 87Q: 3 clusters Score -1.136299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -11362986.000000 Penalty: 3743.580566
	Iteration 88Q: 3 clusters Score -1.136299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -11362992.000000 Penalty: 3743.580566
	Iteration 89Q: 3 clusters Score -1.136299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11362994.000000 Penalty: 3743.580566
	Iteration 90Q: 3 clusters Score -1.136299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97496 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -11362993.000000 Penalty: 3743.580566
	Iteration 91Q: 3 clusters Score -1.136299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -11362995.000000 Penalty: 3743.580566
	Iteration 92Q: 3 clusters Score -1.1363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11362994.000000 Penalty: 3743.580566
	Iteration 93Q: 3 clusters Score -1.136299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -11362996.000000 Penalty: 3743.580566
	Iteration 94Q: 3 clusters Score -1.1363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -11362995.000000 Penalty: 3743.580566
	Iteration 95Q: 3 clusters Score -1.1363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -11362998.000000 Penalty: 3743.580566
	Iteration 96Q: 3 clusters Score -1.1363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11362998.000000 Penalty: 3743.580566
	Iteration 97Q: 3 clusters Score -1.1363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -11362989.000000 Penalty: 3743.580566
	Iteration 98Q: 3 clusters Score -1.136299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -11362987.000000 Penalty: 3743.580566
	Iteration 99Q: 3 clusters Score -1.136299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11362987.000000 Penalty: 3743.580566
	Iteration 100F: 3 clusters Score -1.136299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -11362987.000000 Penalty: 3743.580566
	Iteration 101Q: 3 clusters Score -1.136299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -11362987.000000 Penalty: 3743.580566
	Iteration 102F: 3 clusters Score -1.136299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Entering Unmasked Estep 
Score: -10099831.000000 Penalty: 1852.292847
	Iteration 0F: 2 clusters Score -1.009983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -10040517.000000 Penalty: 3704.585693
	Iteration 0F: 3 clusters Score -1.004052e+07 nChanged 42626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -10065034.000000 Penalty: 3704.585693
	Iteration 1F: 3 clusters Score -1.006503e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10065781.000000 Penalty: 3704.585693
	Iteration 2Q: 3 clusters Score -1.006578e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -10066848.000000 Penalty: 3704.585693
	Iteration 3Q: 3 clusters Score -1.006685e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -10068347.000000 Penalty: 3704.585693
	Iteration 4Q: 3 clusters Score -1.006835e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -10070678.000000 Penalty: 3704.585693
	Iteration 5Q: 3 clusters Score -1.007068e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -10074305.000000 Penalty: 3704.585693
	Iteration 6F: 3 clusters Score -1.00743e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -10079304.000000 Penalty: 3704.585693
	Iteration 7F: 3 clusters Score -1.00793e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -10084297.000000 Penalty: 3704.585693
	Iteration 8F: 3 clusters Score -1.00843e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -10087162.000000 Penalty: 3704.585693
	Iteration 9F: 3 clusters Score -1.008716e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -10088343.000000 Penalty: 3704.585693
	Iteration 10Q: 3 clusters Score -1.008834e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -10089016.000000 Penalty: 3704.585693
	Iteration 11Q: 3 clusters Score -1.008902e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -10089612.000000 Penalty: 3704.585693
	Iteration 12Q: 3 clusters Score -1.008961e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -10090226.000000 Penalty: 3704.585693
	Iteration 13Q: 3 clusters Score -1.009023e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -10090742.000000 Penalty: 3704.585693
	Iteration 14Q: 3 clusters Score -1.009074e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -10091296.000000 Penalty: 3704.585693
	Iteration 15Q: 3 clusters Score -1.00913e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -10091901.000000 Penalty: 3704.585693
	Iteration 16Q: 3 clusters Score -1.00919e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -10092330.000000 Penalty: 3704.585693
	Iteration 17Q: 3 clusters Score -1.009233e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -10092760.000000 Penalty: 3704.585693
	Iteration 18Q: 3 clusters Score -1.009276e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -10093053.000000 Penalty: 3704.585693
	Iteration 19Q: 3 clusters Score -1.009305e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -10093211.000000 Penalty: 3704.585693
	Iteration 20F: 3 clusters Score -1.009321e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -10093349.000000 Penalty: 3704.585693
	Iteration 21Q: 3 clusters Score -1.009335e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -10093471.000000 Penalty: 3704.585693
	Iteration 22Q: 3 clusters Score -1.009347e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -10093557.000000 Penalty: 3704.585693
	Iteration 23Q: 3 clusters Score -1.009356e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -10093599.000000 Penalty: 3704.585693
	Iteration 24Q: 3 clusters Score -1.00936e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -10093634.000000 Penalty: 3704.585693
	Iteration 25Q: 3 clusters Score -1.009363e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -10093640.000000 Penalty: 3704.585693
	Iteration 26Q: 3 clusters Score -1.009364e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -10093692.000000 Penalty: 3704.585693
	Iteration 27Q: 3 clusters Score -1.009369e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -10093678.000000 Penalty: 3704.585693
	Iteration 28Q: 3 clusters Score -1.009368e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -10093665.000000 Penalty: 3704.585693
	Iteration 29Q: 3 clusters Score -1.009366e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -10093670.000000 Penalty: 3704.585693
	Iteration 30Q: 3 clusters Score -1.009367e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -10093632.000000 Penalty: 3704.585693
	Iteration 31Q: 3 clusters Score -1.009363e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -10093652.000000 Penalty: 3704.585693
	Iteration 32Q: 3 clusters Score -1.009365e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -10093647.000000 Penalty: 3704.585693
	Iteration 33Q: 3 clusters Score -1.009365e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -10093665.000000 Penalty: 3704.585693
	Iteration 34Q: 3 clusters Score -1.009366e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -10093676.000000 Penalty: 3704.585693
	Iteration 35Q: 3 clusters Score -1.009368e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -10093667.000000 Penalty: 3704.585693
	Iteration 36Q: 3 clusters Score -1.009367e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -10093646.000000 Penalty: 3704.585693
	Iteration 37Q: 3 clusters Score -1.009365e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -10093662.000000 Penalty: 3704.585693
	Iteration 38Q: 3 clusters Score -1.009366e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -10093671.000000 Penalty: 3704.585693
	Iteration 39Q: 3 clusters Score -1.009367e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -10093634.000000 Penalty: 3704.585693
	Iteration 40F: 3 clusters Score -1.009363e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -10093628.000000 Penalty: 3704.585693
	Iteration 41Q: 3 clusters Score -1.009363e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -10093605.000000 Penalty: 3704.585693
	Iteration 42Q: 3 clusters Score -1.00936e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -10093581.000000 Penalty: 3704.585693
	Iteration 43Q: 3 clusters Score -1.009358e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -10093571.000000 Penalty: 3704.585693
	Iteration 44Q: 3 clusters Score -1.009357e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10093585.000000 Penalty: 3704.585693
	Iteration 45Q: 3 clusters Score -1.009358e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -10093534.000000 Penalty: 3704.585693
	Iteration 46Q: 3 clusters Score -1.009353e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -10093543.000000 Penalty: 3704.585693
	Iteration 47Q: 3 clusters Score -1.009354e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -10093524.000000 Penalty: 3704.585693
	Iteration 48Q: 3 clusters Score -1.009352e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -10093541.000000 Penalty: 3704.585693
	Iteration 49Q: 3 clusters Score -1.009354e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -10093545.000000 Penalty: 3704.585693
	Iteration 50Q: 3 clusters Score -1.009354e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -10093495.000000 Penalty: 3704.585693
	Iteration 51Q: 3 clusters Score -1.00935e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -10093474.000000 Penalty: 3704.585693
	Iteration 52Q: 3 clusters Score -1.009347e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -10093465.000000 Penalty: 3704.585693
	Iteration 53Q: 3 clusters Score -1.009346e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -10093464.000000 Penalty: 3704.585693
	Iteration 54Q: 3 clusters Score -1.009346e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -10093442.000000 Penalty: 3704.585693
	Iteration 55Q: 3 clusters Score -1.009344e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -10093436.000000 Penalty: 3704.585693
	Iteration 56Q: 3 clusters Score -1.009344e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -10093427.000000 Penalty: 3704.585693
	Iteration 57Q: 3 clusters Score -1.009343e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -10093451.000000 Penalty: 3704.585693
	Iteration 58Q: 3 clusters Score -1.009345e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -10093432.000000 Penalty: 3704.585693
	Iteration 59Q: 3 clusters Score -1.009343e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -10093437.000000 Penalty: 3704.585693
	Iteration 60F: 3 clusters Score -1.009344e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -10093455.000000 Penalty: 3704.585693
	Iteration 61Q: 3 clusters Score -1.009346e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -10093436.000000 Penalty: 3704.585693
	Iteration 62Q: 3 clusters Score -1.009344e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10093393.000000 Penalty: 3704.585693
	Iteration 63Q: 3 clusters Score -1.009339e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -10093382.000000 Penalty: 3704.585693
	Iteration 64Q: 3 clusters Score -1.009338e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -10093364.000000 Penalty: 3704.585693
	Iteration 65Q: 3 clusters Score -1.009336e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -10093355.000000 Penalty: 3704.585693
	Iteration 66Q: 3 clusters Score -1.009336e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -10093363.000000 Penalty: 3704.585693
	Iteration 67Q: 3 clusters Score -1.009336e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -10093331.000000 Penalty: 3704.585693
	Iteration 68Q: 3 clusters Score -1.009333e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -10093328.000000 Penalty: 3704.585693
	Iteration 69Q: 3 clusters Score -1.009333e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -10093322.000000 Penalty: 3704.585693
	Iteration 70Q: 3 clusters Score -1.009332e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -10093303.000000 Penalty: 3704.585693
	Iteration 71Q: 3 clusters Score -1.00933e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -10093293.000000 Penalty: 3704.585693
	Iteration 72Q: 3 clusters Score -1.009329e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -10093275.000000 Penalty: 3704.585693
	Iteration 73Q: 3 clusters Score -1.009328e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -10093286.000000 Penalty: 3704.585693
	Iteration 74Q: 3 clusters Score -1.009329e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -10093259.000000 Penalty: 3704.585693
	Iteration 75Q: 3 clusters Score -1.009326e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -10093266.000000 Penalty: 3704.585693
	Iteration 76Q: 3 clusters Score -1.009327e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -10093261.000000 Penalty: 3704.585693
	Iteration 77Q: 3 clusters Score -1.009326e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -10093289.000000 Penalty: 3704.585693
	Iteration 78Q: 3 clusters Score -1.009329e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -10093300.000000 Penalty: 3704.585693
	Iteration 79Q: 3 clusters Score -1.00933e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -10093292.000000 Penalty: 3704.585693
	Iteration 80F: 3 clusters Score -1.009329e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -10093320.000000 Penalty: 3704.585693
	Iteration 81Q: 3 clusters Score -1.009332e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -10093357.000000 Penalty: 3704.585693
	Iteration 82Q: 3 clusters Score -1.009336e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -10093385.000000 Penalty: 3704.585693
	Iteration 83Q: 3 clusters Score -1.009338e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -10093377.000000 Penalty: 3704.585693
	Iteration 84Q: 3 clusters Score -1.009338e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -10093375.000000 Penalty: 3704.585693
	Iteration 85Q: 3 clusters Score -1.009338e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -10093356.000000 Penalty: 3704.585693
	Iteration 86Q: 3 clusters Score -1.009336e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -10093329.000000 Penalty: 3704.585693
	Iteration 87Q: 3 clusters Score -1.009333e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -10093322.000000 Penalty: 3704.585693
	Iteration 88Q: 3 clusters Score -1.009332e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -10093323.000000 Penalty: 3704.585693
	Iteration 89Q: 3 clusters Score -1.009332e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -10093361.000000 Penalty: 3704.585693
	Iteration 90Q: 3 clusters Score -1.009336e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -10093370.000000 Penalty: 3704.585693
	Iteration 91Q: 3 clusters Score -1.009337e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -10093341.000000 Penalty: 3704.585693
	Iteration 92Q: 3 clusters Score -1.009334e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -10093328.000000 Penalty: 3704.585693
	Iteration 93Q: 3 clusters Score -1.009333e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -10093348.000000 Penalty: 3704.585693
	Iteration 94Q: 3 clusters Score -1.009335e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -10093331.000000 Penalty: 3704.585693
	Iteration 95Q: 3 clusters Score -1.009333e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -10093343.000000 Penalty: 3704.585693
	Iteration 96Q: 3 clusters Score -1.009334e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -10093374.000000 Penalty: 3704.585693
	Iteration 97Q: 3 clusters Score -1.009337e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -10093371.000000 Penalty: 3704.585693
	Iteration 98Q: 3 clusters Score -1.009337e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -10093334.000000 Penalty: 3704.585693
	Iteration 99Q: 3 clusters Score -1.009333e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -10093368.000000 Penalty: 3704.585693
	Iteration 100F: 3 clusters Score -1.009337e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -10093365.000000 Penalty: 3704.585693
	Iteration 101Q: 3 clusters Score -1.009336e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -10093358.000000 Penalty: 3704.585693
	Iteration 102Q: 3 clusters Score -1.009336e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -10093354.000000 Penalty: 3704.585693
	Iteration 103Q: 3 clusters Score -1.009335e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -10093367.000000 Penalty: 3704.585693
	Iteration 104Q: 3 clusters Score -1.009337e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -10093361.000000 Penalty: 3704.585693
	Iteration 105Q: 3 clusters Score -1.009336e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -10093352.000000 Penalty: 3704.585693
	Iteration 106Q: 3 clusters Score -1.009335e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -10093364.000000 Penalty: 3704.585693
	Iteration 107Q: 3 clusters Score -1.009336e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -10093392.000000 Penalty: 3704.585693
	Iteration 108Q: 3 clusters Score -1.009339e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -10093361.000000 Penalty: 3704.585693
	Iteration 109Q: 3 clusters Score -1.009336e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -10093351.000000 Penalty: 3704.585693
	Iteration 110Q: 3 clusters Score -1.009335e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -10093401.000000 Penalty: 3704.585693
	Iteration 111Q: 3 clusters Score -1.00934e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -10093425.000000 Penalty: 3704.585693
	Iteration 112Q: 3 clusters Score -1.009342e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -10093444.000000 Penalty: 3704.585693
	Iteration 113Q: 3 clusters Score -1.009344e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -10093430.000000 Penalty: 3704.585693
	Iteration 114Q: 3 clusters Score -1.009343e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -10093419.000000 Penalty: 3704.585693
	Iteration 115Q: 3 clusters Score -1.009342e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -10093451.000000 Penalty: 3704.585693
	Iteration 116Q: 3 clusters Score -1.009345e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -10093437.000000 Penalty: 3704.585693
	Iteration 117Q: 3 clusters Score -1.009344e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -10093477.000000 Penalty: 3704.585693
	Iteration 118Q: 3 clusters Score -1.009348e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -10093517.000000 Penalty: 3704.585693
	Iteration 119Q: 3 clusters Score -1.009352e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -10093557.000000 Penalty: 3704.585693
	Iteration 120F: 3 clusters Score -1.009356e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -10093566.000000 Penalty: 3704.585693
	Iteration 121Q: 3 clusters Score -1.009357e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -10093502.000000 Penalty: 3704.585693
	Iteration 122Q: 3 clusters Score -1.00935e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -10093549.000000 Penalty: 3704.585693
	Iteration 123Q: 3 clusters Score -1.009355e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -10093522.000000 Penalty: 3704.585693
	Iteration 124Q: 3 clusters Score -1.009352e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -10093594.000000 Penalty: 3704.585693
	Iteration 125Q: 3 clusters Score -1.009359e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -10093626.000000 Penalty: 3704.585693
	Iteration 126Q: 3 clusters Score -1.009363e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -10093668.000000 Penalty: 3704.585693
	Iteration 127Q: 3 clusters Score -1.009367e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -10093721.000000 Penalty: 3704.585693
	Iteration 128Q: 3 clusters Score -1.009372e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -10093803.000000 Penalty: 3704.585693
	Iteration 129Q: 3 clusters Score -1.00938e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -10093863.000000 Penalty: 3704.585693
	Iteration 130Q: 3 clusters Score -1.009386e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -10093865.000000 Penalty: 3704.585693
	Iteration 131Q: 3 clusters Score -1.009386e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -10093951.000000 Penalty: 3704.585693
	Iteration 132Q: 3 clusters Score -1.009395e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -10094076.000000 Penalty: 3704.585693
	Iteration 133Q: 3 clusters Score -1.009408e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -10094172.000000 Penalty: 3704.585693
	Iteration 134Q: 3 clusters Score -1.009417e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -10094309.000000 Penalty: 3704.585693
	Iteration 135Q: 3 clusters Score -1.009431e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -10094451.000000 Penalty: 3704.585693
	Iteration 136Q: 3 clusters Score -1.009445e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -10094628.000000 Penalty: 3704.585693
	Iteration 137Q: 3 clusters Score -1.009463e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -10094762.000000 Penalty: 3704.585693
	Iteration 138Q: 3 clusters Score -1.009476e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -10094909.000000 Penalty: 3704.585693
	Iteration 139Q: 3 clusters Score -1.009491e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -10095104.000000 Penalty: 3704.585693
	Iteration 140F: 3 clusters Score -1.00951e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -10095316.000000 Penalty: 3704.585693
	Iteration 141Q: 3 clusters Score -1.009532e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -10095495.000000 Penalty: 3704.585693
	Iteration 142Q: 3 clusters Score -1.00955e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -10095631.000000 Penalty: 3704.585693
	Iteration 143Q: 3 clusters Score -1.009563e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -10095735.000000 Penalty: 3704.585693
	Iteration 144Q: 3 clusters Score -1.009574e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10095854.000000 Penalty: 3704.585693
	Iteration 145Q: 3 clusters Score -1.009585e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -10095973.000000 Penalty: 3704.585693
	Iteration 146Q: 3 clusters Score -1.009597e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -10096142.000000 Penalty: 3704.585693
	Iteration 147Q: 3 clusters Score -1.009614e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -10096281.000000 Penalty: 3704.585693
	Iteration 148Q: 3 clusters Score -1.009628e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10096459.000000 Penalty: 3704.585693
	Iteration 149Q: 3 clusters Score -1.009646e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -10096542.000000 Penalty: 3704.585693
	Iteration 150Q: 3 clusters Score -1.009654e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10096665.000000 Penalty: 3704.585693
	Iteration 151Q: 3 clusters Score -1.009666e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -10096725.000000 Penalty: 3704.585693
	Iteration 152Q: 3 clusters Score -1.009672e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -10096855.000000 Penalty: 3704.585693
	Iteration 153Q: 3 clusters Score -1.009686e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -10096941.000000 Penalty: 3704.585693
	Iteration 154Q: 3 clusters Score -1.009694e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -10097034.000000 Penalty: 3704.585693
	Iteration 155Q: 3 clusters Score -1.009703e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -10097121.000000 Penalty: 3704.585693
	Iteration 156Q: 3 clusters Score -1.009712e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -10097159.000000 Penalty: 3704.585693
	Iteration 157Q: 3 clusters Score -1.009716e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -10097199.000000 Penalty: 3704.585693
	Iteration 158Q: 3 clusters Score -1.00972e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -10097281.000000 Penalty: 3704.585693
	Iteration 159Q: 3 clusters Score -1.009728e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -10097310.000000 Penalty: 3704.585693
	Iteration 160F: 3 clusters Score -1.009731e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10097393.000000 Penalty: 3704.585693
	Iteration 161Q: 3 clusters Score -1.009739e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -10097444.000000 Penalty: 3704.585693
	Iteration 162Q: 3 clusters Score -1.009744e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -10097503.000000 Penalty: 3704.585693
	Iteration 163Q: 3 clusters Score -1.00975e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -10097551.000000 Penalty: 3704.585693
	Iteration 164Q: 3 clusters Score -1.009755e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -10097610.000000 Penalty: 3704.585693
	Iteration 165Q: 3 clusters Score -1.009761e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -10097626.000000 Penalty: 3704.585693
	Iteration 166Q: 3 clusters Score -1.009763e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -10097654.000000 Penalty: 3704.585693
	Iteration 167Q: 3 clusters Score -1.009765e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -10097660.000000 Penalty: 3704.585693
	Iteration 168Q: 3 clusters Score -1.009766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -10097670.000000 Penalty: 3704.585693
	Iteration 169Q: 3 clusters Score -1.009767e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -10097669.000000 Penalty: 3704.585693
	Iteration 170Q: 3 clusters Score -1.009767e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -10097675.000000 Penalty: 3704.585693
	Iteration 171Q: 3 clusters Score -1.009768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -10097685.000000 Penalty: 3704.585693
	Iteration 172Q: 3 clusters Score -1.009768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -10097722.000000 Penalty: 3704.585693
	Iteration 173Q: 3 clusters Score -1.009772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -10097733.000000 Penalty: 3704.585693
	Iteration 174Q: 3 clusters Score -1.009773e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -10097749.000000 Penalty: 3704.585693
	Iteration 175Q: 3 clusters Score -1.009775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -10097781.000000 Penalty: 3704.585693
	Iteration 176Q: 3 clusters Score -1.009778e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -10097809.000000 Penalty: 3704.585693
	Iteration 177Q: 3 clusters Score -1.009781e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -10097845.000000 Penalty: 3704.585693
	Iteration 178Q: 3 clusters Score -1.009784e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -10097866.000000 Penalty: 3704.585693
	Iteration 179Q: 3 clusters Score -1.009787e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -10097890.000000 Penalty: 3704.585693
	Iteration 180F: 3 clusters Score -1.009789e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -10097904.000000 Penalty: 3704.585693
	Iteration 181Q: 3 clusters Score -1.00979e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -10097938.000000 Penalty: 3704.585693
	Iteration 182Q: 3 clusters Score -1.009794e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -10097960.000000 Penalty: 3704.585693
	Iteration 183Q: 3 clusters Score -1.009796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -10097996.000000 Penalty: 3704.585693
	Iteration 184Q: 3 clusters Score -1.0098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -10098000.000000 Penalty: 3704.585693
	Iteration 185Q: 3 clusters Score -1.0098e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -10097998.000000 Penalty: 3704.585693
	Iteration 186Q: 3 clusters Score -1.0098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10098009.000000 Penalty: 3704.585693
	Iteration 187Q: 3 clusters Score -1.009801e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -10098022.000000 Penalty: 3704.585693
	Iteration 188Q: 3 clusters Score -1.009802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -10098036.000000 Penalty: 3704.585693
	Iteration 189Q: 3 clusters Score -1.009804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -10098044.000000 Penalty: 3704.585693
	Iteration 190Q: 3 clusters Score -1.009804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -10098072.000000 Penalty: 3704.585693
	Iteration 191Q: 3 clusters Score -1.009807e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -10098098.000000 Penalty: 3704.585693
	Iteration 192Q: 3 clusters Score -1.00981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -10098103.000000 Penalty: 3704.585693
	Iteration 193Q: 3 clusters Score -1.00981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -10098095.000000 Penalty: 3704.585693
	Iteration 194Q: 3 clusters Score -1.00981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -10098122.000000 Penalty: 3704.585693
	Iteration 195Q: 3 clusters Score -1.009812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -10098143.000000 Penalty: 3704.585693
	Iteration 196Q: 3 clusters Score -1.009814e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -10098151.000000 Penalty: 3704.585693
	Iteration 197Q: 3 clusters Score -1.009815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -10098154.000000 Penalty: 3704.585693
	Iteration 198Q: 3 clusters Score -1.009815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -10098163.000000 Penalty: 3704.585693
	Iteration 199Q: 3 clusters Score -1.009816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -10098172.000000 Penalty: 3704.585693
	Iteration 200F: 3 clusters Score -1.009817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -10098170.000000 Penalty: 3704.585693
	Iteration 201Q: 3 clusters Score -1.009817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -10098176.000000 Penalty: 3704.585693
	Iteration 202Q: 3 clusters Score -1.009818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -10098177.000000 Penalty: 3704.585693
	Iteration 203Q: 3 clusters Score -1.009818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -10098176.000000 Penalty: 3704.585693
	Iteration 204Q: 3 clusters Score -1.009818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -10098184.000000 Penalty: 3704.585693
	Iteration 205Q: 3 clusters Score -1.009818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -10098192.000000 Penalty: 3704.585693
	Iteration 206Q: 3 clusters Score -1.009819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -10098205.000000 Penalty: 3704.585693
	Iteration 207Q: 3 clusters Score -1.00982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -10098208.000000 Penalty: 3704.585693
	Iteration 208Q: 3 clusters Score -1.009821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -10098224.000000 Penalty: 3704.585693
	Iteration 209Q: 3 clusters Score -1.009822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -10098229.000000 Penalty: 3704.585693
	Iteration 210Q: 3 clusters Score -1.009823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -10098237.000000 Penalty: 3704.585693
	Iteration 211Q: 3 clusters Score -1.009824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -10098227.000000 Penalty: 3704.585693
	Iteration 212Q: 3 clusters Score -1.009823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -10098233.000000 Penalty: 3704.585693
	Iteration 213Q: 3 clusters Score -1.009823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -10098244.000000 Penalty: 3704.585693
	Iteration 214Q: 3 clusters Score -1.009824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -10098251.000000 Penalty: 3704.585693
	Iteration 215Q: 3 clusters Score -1.009825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -10098251.000000 Penalty: 3704.585693
	Iteration 216Q: 3 clusters Score -1.009825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -10098256.000000 Penalty: 3704.585693
	Iteration 217Q: 3 clusters Score -1.009826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -10098263.000000 Penalty: 3704.585693
	Iteration 218Q: 3 clusters Score -1.009826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -10098260.000000 Penalty: 3704.585693
	Iteration 219Q: 3 clusters Score -1.009826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -10098264.000000 Penalty: 3704.585693
	Iteration 220F: 3 clusters Score -1.009826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -10098271.000000 Penalty: 3704.585693
	Iteration 221Q: 3 clusters Score -1.009827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -10098279.000000 Penalty: 3704.585693
	Iteration 222Q: 3 clusters Score -1.009828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -10098275.000000 Penalty: 3704.585693
	Iteration 223Q: 3 clusters Score -1.009828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -10098274.000000 Penalty: 3704.585693
	Iteration 224Q: 3 clusters Score -1.009827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -10098274.000000 Penalty: 3704.585693
	Iteration 225Q: 3 clusters Score -1.009827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -10098273.000000 Penalty: 3704.585693
	Iteration 226Q: 3 clusters Score -1.009827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -10098275.000000 Penalty: 3704.585693
	Iteration 227Q: 3 clusters Score -1.009828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -10098274.000000 Penalty: 3704.585693
	Iteration 228Q: 3 clusters Score -1.009827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -10098271.000000 Penalty: 3704.585693
	Iteration 229Q: 3 clusters Score -1.009827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -10098284.000000 Penalty: 3704.585693
	Iteration 230Q: 3 clusters Score -1.009828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -10098281.000000 Penalty: 3704.585693
	Iteration 231Q: 3 clusters Score -1.009828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -10098281.000000 Penalty: 3704.585693
	Iteration 232F: 3 clusters Score -1.009828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (135167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135167 members 
Entering Unmasked Estep 
Score: -15218818.000000 Penalty: 1919.818237
	Iteration 0F: 2 clusters Score -1.521882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -15132456.000000 Penalty: 3839.636475
	Iteration 0F: 3 clusters Score -1.513246e+07 nChanged 65020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -15170148.000000 Penalty: 3839.636475
	Iteration 1F: 3 clusters Score -1.517015e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -15170768.000000 Penalty: 3839.636475
	Iteration 2Q: 3 clusters Score -1.517077e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -15171523.000000 Penalty: 3839.636475
	Iteration 3Q: 3 clusters Score -1.517152e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -15172428.000000 Penalty: 3839.636475
	Iteration 4Q: 3 clusters Score -1.517243e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -15173956.000000 Penalty: 3839.636475
	Iteration 5Q: 3 clusters Score -1.517396e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -15177175.000000 Penalty: 3839.636475
	Iteration 6Q: 3 clusters Score -1.517718e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -15182737.000000 Penalty: 3839.636475
	Iteration 7F: 3 clusters Score -1.518274e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -15191429.000000 Penalty: 3839.636475
	Iteration 8F: 3 clusters Score -1.519143e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -15201782.000000 Penalty: 3839.636475
	Iteration 9F: 3 clusters Score -1.520178e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -15210031.000000 Penalty: 3839.636475
	Iteration 10F: 3 clusters Score -1.521003e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -15214242.000000 Penalty: 3839.636475
	Iteration 11Q: 3 clusters Score -1.521424e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -15216001.000000 Penalty: 3839.636475
	Iteration 12Q: 3 clusters Score -1.5216e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -15216573.000000 Penalty: 3839.636475
	Iteration 13Q: 3 clusters Score -1.521657e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -15216829.000000 Penalty: 3839.636475
	Iteration 14Q: 3 clusters Score -1.521683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 134771 members 
Entering Unmasked Estep 
Score: -15216941.000000 Penalty: 3839.636475
	Iteration 15Q: 3 clusters Score -1.521694e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -15216997.000000 Penalty: 3839.636475
	Iteration 16Q: 3 clusters Score -1.5217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 134852 members 
Entering Unmasked Estep 
Score: -15217031.000000 Penalty: 3839.636475
	Iteration 17Q: 3 clusters Score -1.521703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 134864 members 
Entering Unmasked Estep 
Score: -15217050.000000 Penalty: 3839.636475
	Iteration 18Q: 3 clusters Score -1.521705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -15217069.000000 Penalty: 3839.636475
	Iteration 19Q: 3 clusters Score -1.521707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -15217080.000000 Penalty: 3839.636475
	Iteration 20F: 3 clusters Score -1.521708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -15217080.000000 Penalty: 3839.636475
	Iteration 21Q: 3 clusters Score -1.521708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -15217092.000000 Penalty: 3839.636475
	Iteration 22Q: 3 clusters Score -1.521709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 134885 members 
Entering Unmasked Estep 
Score: -15217094.000000 Penalty: 3839.636475
	Iteration 23Q: 3 clusters Score -1.521709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -15217097.000000 Penalty: 3839.636475
	Iteration 24Q: 3 clusters Score -1.52171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -15217101.000000 Penalty: 3839.636475
	Iteration 25Q: 3 clusters Score -1.52171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -15217108.000000 Penalty: 3839.636475
	Iteration 26Q: 3 clusters Score -1.521711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -15217108.000000 Penalty: 3839.636475
	Iteration 27F: 3 clusters Score -1.521711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -1370622.125000 Penalty: 1525.438477
	Iteration 0F: 2 clusters Score -1370622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1362247.000000 Penalty: 3050.876953
	Iteration 0F: 3 clusters Score -1362247 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1364918.125000 Penalty: 3050.876953
	Iteration 1F: 3 clusters Score -1364918 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1365136.875000 Penalty: 3050.876953
	Iteration 2F: 3 clusters Score -1365137 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1365319.125000 Penalty: 3050.876953
	Iteration 3Q: 3 clusters Score -1365319 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1365475.250000 Penalty: 3050.876953
	Iteration 4Q: 3 clusters Score -1365475 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1365627.375000 Penalty: 3050.876953
	Iteration 5Q: 3 clusters Score -1365627 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1365791.000000 Penalty: 3050.876953
	Iteration 6Q: 3 clusters Score -1365791 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1365994.375000 Penalty: 3050.876953
	Iteration 7Q: 3 clusters Score -1365994 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1366238.250000 Penalty: 3050.876953
	Iteration 8Q: 3 clusters Score -1366238 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1366553.375000 Penalty: 3050.876953
	Iteration 9Q: 3 clusters Score -1366553 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1366949.000000 Penalty: 3050.876953
	Iteration 10Q: 3 clusters Score -1366949 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1367460.625000 Penalty: 3050.876953
	Iteration 11F: 3 clusters Score -1367461 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1367944.000000 Penalty: 3050.876953
	Iteration 12Q: 3 clusters Score -1367944 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1368328.250000 Penalty: 3050.876953
	Iteration 13Q: 3 clusters Score -1368328 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1368592.250000 Penalty: 3050.876953
	Iteration 14Q: 3 clusters Score -1368592 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1368754.000000 Penalty: 3050.876953
	Iteration 15Q: 3 clusters Score -1368754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1368863.625000 Penalty: 3050.876953
	Iteration 16Q: 3 clusters Score -1368864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1368952.875000 Penalty: 3050.876953
	Iteration 17Q: 3 clusters Score -1368953 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1369016.750000 Penalty: 3050.876953
	Iteration 18Q: 3 clusters Score -1369017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1369063.125000 Penalty: 3050.876953
	Iteration 19Q: 3 clusters Score -1369063 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1369088.375000 Penalty: 3050.876953
	Iteration 20F: 3 clusters Score -1369088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1369114.375000 Penalty: 3050.876953
	Iteration 21Q: 3 clusters Score -1369114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1369142.250000 Penalty: 3050.876953
	Iteration 22Q: 3 clusters Score -1369142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1369166.750000 Penalty: 3050.876953
	Iteration 23Q: 3 clusters Score -1369167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1369195.500000 Penalty: 3050.876953
	Iteration 24Q: 3 clusters Score -1369196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1369221.500000 Penalty: 3050.876953
	Iteration 25Q: 3 clusters Score -1369222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1369238.500000 Penalty: 3050.876953
	Iteration 26Q: 3 clusters Score -1369238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1369247.500000 Penalty: 3050.876953
	Iteration 27Q: 3 clusters Score -1369248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1369254.750000 Penalty: 3050.876953
	Iteration 28Q: 3 clusters Score -1369255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1369259.375000 Penalty: 3050.876953
	Iteration 29Q: 3 clusters Score -1369259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1369262.125000 Penalty: 3050.876953
	Iteration 30Q: 3 clusters Score -1369262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1369267.125000 Penalty: 3050.876953
	Iteration 31Q: 3 clusters Score -1369267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1369270.875000 Penalty: 3050.876953
	Iteration 32Q: 3 clusters Score -1369271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1369273.750000 Penalty: 3050.876953
	Iteration 33Q: 3 clusters Score -1369274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1369272.125000 Penalty: 3050.876953
	Iteration 34Q: 3 clusters Score -1369272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1369272.500000 Penalty: 3050.876953
	Iteration 35Q: 3 clusters Score -1369272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1369272.875000 Penalty: 3050.876953
	Iteration 36Q: 3 clusters Score -1369273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1369273.625000 Penalty: 3050.876953
	Iteration 37Q: 3 clusters Score -1369274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1369275.125000 Penalty: 3050.876953
	Iteration 38Q: 3 clusters Score -1369275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1369276.875000 Penalty: 3050.876953
	Iteration 39Q: 3 clusters Score -1369277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1369281.125000 Penalty: 3050.876953
	Iteration 40F: 3 clusters Score -1369281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1369285.000000 Penalty: 3050.876953
	Iteration 41Q: 3 clusters Score -1369285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1369288.375000 Penalty: 3050.876953
	Iteration 42Q: 3 clusters Score -1369288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1369289.875000 Penalty: 3050.876953
	Iteration 43Q: 3 clusters Score -1369290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1369293.250000 Penalty: 3050.876953
	Iteration 44Q: 3 clusters Score -1369293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1369299.875000 Penalty: 3050.876953
	Iteration 45Q: 3 clusters Score -1369300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1369302.625000 Penalty: 3050.876953
	Iteration 46Q: 3 clusters Score -1369303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1369306.750000 Penalty: 3050.876953
	Iteration 47Q: 3 clusters Score -1369307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1369307.000000 Penalty: 3050.876953
	Iteration 48Q: 3 clusters Score -1369307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1369306.375000 Penalty: 3050.876953
	Iteration 49Q: 3 clusters Score -1369306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1369306.375000 Penalty: 3050.876953
	Iteration 50Q: 3 clusters Score -1369306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1369307.250000 Penalty: 3050.876953
	Iteration 51Q: 3 clusters Score -1369307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1369306.250000 Penalty: 3050.876953
	Iteration 52Q: 3 clusters Score -1369306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1369305.625000 Penalty: 3050.876953
	Iteration 53Q: 3 clusters Score -1369306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1369305.625000 Penalty: 3050.876953
	Iteration 54F: 3 clusters Score -1369306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -16955.621094 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -16955.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16274.508789 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -16274.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16403.750000 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -16403.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16449.787109 Penalty: 1729.978271
	Iteration 2Q: 3 clusters Score -16449.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16493.205078 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -16493.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16505.193359 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -16505.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16505.193359 Penalty: 1729.978271
	Iteration 5F: 3 clusters Score -16505.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Entering Unmasked Estep 
Score: -9923806.000000 Penalty: 1851.626709
	Iteration 0F: 2 clusters Score -9923806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -9864332.000000 Penalty: 3703.253418
	Iteration 0F: 3 clusters Score -9864332 nChanged 42447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -9889358.000000 Penalty: 3703.253418
	Iteration 1F: 3 clusters Score -9889358 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -9890407.000000 Penalty: 3703.253418
	Iteration 2Q: 3 clusters Score -9890407 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -9892350.000000 Penalty: 3703.253418
	Iteration 3Q: 3 clusters Score -9892350 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -9895749.000000 Penalty: 3703.253418
	Iteration 4F: 3 clusters Score -9895749 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -9901178.000000 Penalty: 3703.253418
	Iteration 5F: 3 clusters Score -9901178 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -9908109.000000 Penalty: 3703.253418
	Iteration 6F: 3 clusters Score -9908109 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -9914126.000000 Penalty: 3703.253418
	Iteration 7F: 3 clusters Score -9914126 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -9918012.000000 Penalty: 3703.253418
	Iteration 8Q: 3 clusters Score -9918012 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9920170.000000 Penalty: 3703.253418
	Iteration 9Q: 3 clusters Score -9920170 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9921246.000000 Penalty: 3703.253418
	Iteration 10Q: 3 clusters Score -9921246 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9921791.000000 Penalty: 3703.253418
	Iteration 11Q: 3 clusters Score -9921791 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9922032.000000 Penalty: 3703.253418
	Iteration 12Q: 3 clusters Score -9922032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9922124.000000 Penalty: 3703.253418
	Iteration 13Q: 3 clusters Score -9922124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9922186.000000 Penalty: 3703.253418
	Iteration 14Q: 3 clusters Score -9922186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9922220.000000 Penalty: 3703.253418
	Iteration 15Q: 3 clusters Score -9922220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9922230.000000 Penalty: 3703.253418
	Iteration 16Q: 3 clusters Score -9922230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9922258.000000 Penalty: 3703.253418
	Iteration 17Q: 3 clusters Score -9922258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9922272.000000 Penalty: 3703.253418
	Iteration 18Q: 3 clusters Score -9922272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9922269.000000 Penalty: 3703.253418
	Iteration 19Q: 3 clusters Score -9922269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9922276.000000 Penalty: 3703.253418
	Iteration 20F: 3 clusters Score -9922276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9922279.000000 Penalty: 3703.253418
	Iteration 21Q: 3 clusters Score -9922279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9922283.000000 Penalty: 3703.253418
	Iteration 22Q: 3 clusters Score -9922283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9922289.000000 Penalty: 3703.253418
	Iteration 23Q: 3 clusters Score -9922289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9922289.000000 Penalty: 3703.253418
	Iteration 24Q: 3 clusters Score -9922289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9922284.000000 Penalty: 3703.253418
	Iteration 25Q: 3 clusters Score -9922284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9922284.000000 Penalty: 3703.253418
	Iteration 26F: 3 clusters Score -9922284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Entering Unmasked Estep 
Score: -1769269.375000 Penalty: 1565.839355
	Iteration 0F: 2 clusters Score -1769269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1758796.375000 Penalty: 3131.678711
	Iteration 0F: 3 clusters Score -1758796 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1762339.500000 Penalty: 3131.678711
	Iteration 1F: 3 clusters Score -1762340 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1762557.875000 Penalty: 3131.678711
	Iteration 2Q: 3 clusters Score -1762558 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1762745.500000 Penalty: 3131.678711
	Iteration 3Q: 3 clusters Score -1762746 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1762906.125000 Penalty: 3131.678711
	Iteration 4Q: 3 clusters Score -1762906 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1763074.625000 Penalty: 3131.678711
	Iteration 5Q: 3 clusters Score -1763075 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1763286.375000 Penalty: 3131.678711
	Iteration 6Q: 3 clusters Score -1763286 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1763536.875000 Penalty: 3131.678711
	Iteration 7Q: 3 clusters Score -1763537 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1763872.625000 Penalty: 3131.678711
	Iteration 8Q: 3 clusters Score -1763873 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1764353.875000 Penalty: 3131.678711
	Iteration 9Q: 3 clusters Score -1764354 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1764984.500000 Penalty: 3131.678711
	Iteration 10F: 3 clusters Score -1764984 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1765770.500000 Penalty: 3131.678711
	Iteration 11F: 3 clusters Score -1765770 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1766492.125000 Penalty: 3131.678711
	Iteration 12F: 3 clusters Score -1766492 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1766997.000000 Penalty: 3131.678711
	Iteration 13Q: 3 clusters Score -1766997 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1767309.875000 Penalty: 3131.678711
	Iteration 14Q: 3 clusters Score -1767310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1767537.500000 Penalty: 3131.678711
	Iteration 15Q: 3 clusters Score -1767538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1767669.750000 Penalty: 3131.678711
	Iteration 16Q: 3 clusters Score -1767670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1767742.250000 Penalty: 3131.678711
	Iteration 17Q: 3 clusters Score -1767742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1767787.125000 Penalty: 3131.678711
	Iteration 18Q: 3 clusters Score -1767787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1767813.375000 Penalty: 3131.678711
	Iteration 19Q: 3 clusters Score -1767813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1767826.250000 Penalty: 3131.678711
	Iteration 20F: 3 clusters Score -1767826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1767835.500000 Penalty: 3131.678711
	Iteration 21Q: 3 clusters Score -1767836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1767847.875000 Penalty: 3131.678711
	Iteration 22Q: 3 clusters Score -1767848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1767861.375000 Penalty: 3131.678711
	Iteration 23Q: 3 clusters Score -1767861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1767874.625000 Penalty: 3131.678711
	Iteration 24Q: 3 clusters Score -1767875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1767878.375000 Penalty: 3131.678711
	Iteration 25Q: 3 clusters Score -1767878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1767889.125000 Penalty: 3131.678711
	Iteration 26Q: 3 clusters Score -1767889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1767891.750000 Penalty: 3131.678711
	Iteration 27Q: 3 clusters Score -1767892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1767892.125000 Penalty: 3131.678711
	Iteration 28Q: 3 clusters Score -1767892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1767892.000000 Penalty: 3131.678711
	Iteration 29Q: 3 clusters Score -1767892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1767891.750000 Penalty: 3131.678711
	Iteration 30Q: 3 clusters Score -1767892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1767893.125000 Penalty: 3131.678711
	Iteration 31Q: 3 clusters Score -1767893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1767898.125000 Penalty: 3131.678711
	Iteration 32Q: 3 clusters Score -1767898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1767900.750000 Penalty: 3131.678711
	Iteration 33Q: 3 clusters Score -1767901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1767902.250000 Penalty: 3131.678711
	Iteration 34Q: 3 clusters Score -1767902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1767901.875000 Penalty: 3131.678711
	Iteration 35Q: 3 clusters Score -1767902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1767902.375000 Penalty: 3131.678711
	Iteration 36Q: 3 clusters Score -1767902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1767905.125000 Penalty: 3131.678711
	Iteration 37Q: 3 clusters Score -1767905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1767907.625000 Penalty: 3131.678711
	Iteration 38Q: 3 clusters Score -1767908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1767907.625000 Penalty: 3131.678711
	Iteration 39F: 3 clusters Score -1767908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42035 members 
Mstep: Class 7 contains 70813 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100580 members 
Mstep: Class 13 contains 89208 members 
Mstep: Class 14 contains 135167 members 
Mstep: Class 15 contains 11936 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88843 members 
Mstep: Class 19 contains 15305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742112.000000 Penalty: 30212.712891
Iteration 199Q: 15 clusters Score -6.474211e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 42012 members 
Mstep: Class 7 contains 70812 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100510 members 
Mstep: Class 13 contains 89144 members 
Mstep: Class 14 contains 135251 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88844 members 
Mstep: Class 19 contains 15403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742168.000000 Penalty: 30212.712891
Iteration 200F: 15 clusters Score -6.474217e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 7638 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 41991 members 
Mstep: Class 7 contains 70809 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 100432 members 
Mstep: Class 13 contains 89089 members 
Mstep: Class 14 contains 135341 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88840 members 
Mstep: Class 19 contains 15482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742184.000000 Penalty: 30212.712891
Iteration 201Q: 15 clusters Score -6.474218e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 41967 members 
Mstep: Class 7 contains 70803 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 100362 members 
Mstep: Class 13 contains 89035 members 
Mstep: Class 14 contains 135411 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 15580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742320.000000 Penalty: 30212.712891
Iteration 202Q: 15 clusters Score -6.474232e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 41937 members 
Mstep: Class 7 contains 70800 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 100300 members 
Mstep: Class 13 contains 88993 members 
Mstep: Class 14 contains 135454 members 
Mstep: Class 15 contains 11919 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742252.000000 Penalty: 30212.712891
Iteration 203Q: 15 clusters Score -6.474225e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 7622 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 41910 members 
Mstep: Class 7 contains 70795 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 100214 members 
Mstep: Class 13 contains 88960 members 
Mstep: Class 14 contains 135539 members 
Mstep: Class 15 contains 11917 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 15768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742320.000000 Penalty: 30212.712891
Iteration 204Q: 15 clusters Score -6.474232e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10486 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 41876 members 
Mstep: Class 7 contains 70788 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 100113 members 
Mstep: Class 13 contains 88948 members 
Mstep: Class 14 contains 135623 members 
Mstep: Class 15 contains 11920 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 15849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742308.000000 Penalty: 30212.712891
Iteration 205Q: 15 clusters Score -6.474231e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 7614 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 7 contains 70780 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 100030 members 
Mstep: Class 13 contains 88926 members 
Mstep: Class 14 contains 135664 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742340.000000 Penalty: 30212.712891
Iteration 206Q: 15 clusters Score -6.474234e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 41831 members 
Mstep: Class 7 contains 70771 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 99942 members 
Mstep: Class 13 contains 88889 members 
Mstep: Class 14 contains 135708 members 
Mstep: Class 15 contains 11900 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 16081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742336.000000 Penalty: 30212.712891
Iteration 207Q: 15 clusters Score -6.474234e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 41814 members 
Mstep: Class 7 contains 70765 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 99845 members 
Mstep: Class 13 contains 88843 members 
Mstep: Class 14 contains 135766 members 
Mstep: Class 15 contains 11893 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 16199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742412.000000 Penalty: 30212.712891
Iteration 208Q: 15 clusters Score -6.474241e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 7607 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 41790 members 
Mstep: Class 7 contains 70761 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 99742 members 
Mstep: Class 13 contains 88827 members 
Mstep: Class 14 contains 135826 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 16304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742520.000000 Penalty: 30212.712891
Iteration 209Q: 15 clusters Score -6.474252e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 7604 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 41760 members 
Mstep: Class 7 contains 70763 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 99630 members 
Mstep: Class 13 contains 88798 members 
Mstep: Class 14 contains 135893 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742572.000000 Penalty: 30212.712891
Iteration 210Q: 15 clusters Score -6.474257e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 7600 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 41721 members 
Mstep: Class 7 contains 70766 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 99513 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 135989 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 16504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742520.000000 Penalty: 30212.712891
Iteration 211Q: 15 clusters Score -6.474252e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 41686 members 
Mstep: Class 7 contains 70765 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 99413 members 
Mstep: Class 13 contains 88718 members 
Mstep: Class 14 contains 136081 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 16622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742432.000000 Penalty: 30212.712891
Iteration 212Q: 15 clusters Score -6.474243e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 41658 members 
Mstep: Class 7 contains 70771 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 99287 members 
Mstep: Class 13 contains 88683 members 
Mstep: Class 14 contains 136173 members 
Mstep: Class 15 contains 11846 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 16732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742472.000000 Penalty: 30212.712891
Iteration 213Q: 15 clusters Score -6.474247e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 7582 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 41623 members 
Mstep: Class 7 contains 70772 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 99174 members 
Mstep: Class 13 contains 88647 members 
Mstep: Class 14 contains 136253 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 16849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742524.000000 Penalty: 30212.712891
Iteration 214Q: 15 clusters Score -6.474252e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 41586 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 99042 members 
Mstep: Class 13 contains 88628 members 
Mstep: Class 14 contains 136318 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 16962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742608.000000 Penalty: 30212.712891
Iteration 215Q: 15 clusters Score -6.474261e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 41553 members 
Mstep: Class 7 contains 70775 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 98932 members 
Mstep: Class 13 contains 88613 members 
Mstep: Class 14 contains 136381 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88830 members 
Mstep: Class 19 contains 17060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742584.000000 Penalty: 30212.712891
Iteration 216Q: 15 clusters Score -6.474258e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 7572 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 41522 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 98826 members 
Mstep: Class 13 contains 88598 members 
Mstep: Class 14 contains 136457 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 18 contains 88829 members 
Mstep: Class 19 contains 17163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 217Q: 15 clusters Score -6.474259e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10473 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 3413 members 
Mstep: Class 5 contains 41504 members 
Mstep: Class 7 contains 70772 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 98724 members 
Mstep: Class 13 contains 88584 members 
Mstep: Class 14 contains 136520 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 203 members 
Mstep: Class 18 contains 88829 members 
Mstep: Class 19 contains 17255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742560.000000 Penalty: 30212.712891
Iteration 218Q: 15 clusters Score -6.474256e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10472 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 41477 members 
Mstep: Class 7 contains 70767 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 98613 members 
Mstep: Class 13 contains 88579 members 
Mstep: Class 14 contains 136603 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 202 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 17338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742488.000000 Penalty: 30212.712891
Iteration 219Q: 15 clusters Score -6.474249e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 7 contains 70763 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 98495 members 
Mstep: Class 13 contains 88565 members 
Mstep: Class 14 contains 136698 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 17416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742544.000000 Penalty: 30212.712891
Iteration 220F: 15 clusters Score -6.474254e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10461 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 41426 members 
Mstep: Class 7 contains 70756 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 98394 members 
Mstep: Class 13 contains 88553 members 
Mstep: Class 14 contains 136801 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 17492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742496.000000 Penalty: 30212.712891
Iteration 221Q: 15 clusters Score -6.47425e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10458 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 7 contains 70754 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 98310 members 
Mstep: Class 13 contains 88541 members 
Mstep: Class 14 contains 136855 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88838 members 
Mstep: Class 19 contains 17576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742492.000000 Penalty: 30212.712891
Iteration 222Q: 15 clusters Score -6.474249e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10453 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 41384 members 
Mstep: Class 7 contains 70756 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 98213 members 
Mstep: Class 13 contains 88529 members 
Mstep: Class 14 contains 136899 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88839 members 
Mstep: Class 19 contains 17676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742592.000000 Penalty: 30212.712891
Iteration 223Q: 15 clusters Score -6.474259e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10447 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 3423 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 7 contains 70757 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 98124 members 
Mstep: Class 13 contains 88516 members 
Mstep: Class 14 contains 136963 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88836 members 
Mstep: Class 19 contains 17773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742604.000000 Penalty: 30212.712891
Iteration 224Q: 15 clusters Score -6.47426e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 41327 members 
Mstep: Class 7 contains 70762 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 98028 members 
Mstep: Class 13 contains 88504 members 
Mstep: Class 14 contains 137027 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88838 members 
Mstep: Class 19 contains 17850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742668.000000 Penalty: 30212.712891
Iteration 225Q: 15 clusters Score -6.474267e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10439 members 
Mstep: Class 3 contains 7526 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 41304 members 
Mstep: Class 7 contains 70765 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 97927 members 
Mstep: Class 13 contains 88474 members 
Mstep: Class 14 contains 137124 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88839 members 
Mstep: Class 19 contains 17921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 30212.712891
Iteration 226Q: 15 clusters Score -6.474266e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10435 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 41287 members 
Mstep: Class 7 contains 70767 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 97836 members 
Mstep: Class 13 contains 88451 members 
Mstep: Class 14 contains 137198 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88840 members 
Mstep: Class 19 contains 17989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742744.000000 Penalty: 30212.712891
Iteration 227Q: 15 clusters Score -6.474274e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41263 members 
Mstep: Class 7 contains 70770 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 97745 members 
Mstep: Class 13 contains 88432 members 
Mstep: Class 14 contains 137289 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88840 members 
Mstep: Class 19 contains 18056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742784.000000 Penalty: 30212.712891
Iteration 228Q: 15 clusters Score -6.474278e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41233 members 
Mstep: Class 7 contains 70779 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 97626 members 
Mstep: Class 13 contains 88421 members 
Mstep: Class 14 contains 137398 members 
Mstep: Class 15 contains 11700 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 18123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 229Q: 15 clusters Score -6.47427e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10411 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41212 members 
Mstep: Class 7 contains 70782 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 97501 members 
Mstep: Class 13 contains 88404 members 
Mstep: Class 14 contains 137509 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 18191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742760.000000 Penalty: 30212.712891
Iteration 230Q: 15 clusters Score -6.474276e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41178 members 
Mstep: Class 7 contains 70789 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 97354 members 
Mstep: Class 13 contains 88406 members 
Mstep: Class 14 contains 137630 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 18257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742780.000000 Penalty: 30212.712891
Iteration 231Q: 15 clusters Score -6.474278e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10406 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41148 members 
Mstep: Class 7 contains 70792 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 97212 members 
Mstep: Class 13 contains 88398 members 
Mstep: Class 14 contains 137755 members 
Mstep: Class 15 contains 11671 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88836 members 
Mstep: Class 19 contains 18318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 232Q: 15 clusters Score -6.474268e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 41108 members 
Mstep: Class 7 contains 70794 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 97074 members 
Mstep: Class 13 contains 88405 members 
Mstep: Class 14 contains 137883 members 
Mstep: Class 15 contains 11667 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88836 members 
Mstep: Class 19 contains 18368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742716.000000 Penalty: 30212.712891
Iteration 233Q: 15 clusters Score -6.474272e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 41080 members 
Mstep: Class 7 contains 70795 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 96943 members 
Mstep: Class 13 contains 88405 members 
Mstep: Class 14 contains 138018 members 
Mstep: Class 15 contains 11658 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88837 members 
Mstep: Class 19 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742712.000000 Penalty: 30212.712891
Iteration 234Q: 15 clusters Score -6.474271e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 41054 members 
Mstep: Class 7 contains 70802 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 96807 members 
Mstep: Class 13 contains 88401 members 
Mstep: Class 14 contains 138158 members 
Mstep: Class 15 contains 11650 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88837 members 
Mstep: Class 19 contains 18449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 235Q: 15 clusters Score -6.474268e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10393 members 
Mstep: Class 3 contains 7478 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 41033 members 
Mstep: Class 7 contains 70807 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 96658 members 
Mstep: Class 13 contains 88394 members 
Mstep: Class 14 contains 138310 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88836 members 
Mstep: Class 19 contains 18495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742556.000000 Penalty: 30212.712891
Iteration 236Q: 15 clusters Score -6.474256e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10394 members 
Mstep: Class 3 contains 7473 members 
Mstep: Class 4 contains 3421 members 
Mstep: Class 5 contains 41009 members 
Mstep: Class 7 contains 70817 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 96508 members 
Mstep: Class 13 contains 88392 members 
Mstep: Class 14 contains 138427 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 18556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742536.000000 Penalty: 30212.712891
Iteration 237Q: 15 clusters Score -6.474254e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 3422 members 
Mstep: Class 5 contains 40982 members 
Mstep: Class 7 contains 70825 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 96391 members 
Mstep: Class 13 contains 88394 members 
Mstep: Class 14 contains 138516 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 18609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742576.000000 Penalty: 30212.712891
Iteration 238Q: 15 clusters Score -6.474258e+07 nChanged 301
Entering ConstructFrom: 
Score: -64742576.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -620469.125000 Penalty: 1396.520020
	Iteration 0F: 2 clusters Score -620469.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -616202.750000 Penalty: 2793.040039
	Iteration 0F: 3 clusters Score -616202.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -617360.500000 Penalty: 2793.040039
	Iteration 1F: 3 clusters Score -617360.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -617545.125000 Penalty: 2793.040039
	Iteration 2F: 3 clusters Score -617545.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -617655.687500 Penalty: 2793.040039
	Iteration 3F: 3 clusters Score -617655.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -617737.062500 Penalty: 2793.040039
	Iteration 4Q: 3 clusters Score -617737.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -617797.312500 Penalty: 2793.040039
	Iteration 5Q: 3 clusters Score -617797.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -617849.312500 Penalty: 2793.040039
	Iteration 6Q: 3 clusters Score -617849.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -617887.937500 Penalty: 2793.040039
	Iteration 7Q: 3 clusters Score -617887.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -617918.750000 Penalty: 2793.040039
	Iteration 8Q: 3 clusters Score -617918.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -617949.062500 Penalty: 2793.040039
	Iteration 9Q: 3 clusters Score -617949.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -617983.062500 Penalty: 2793.040039
	Iteration 10Q: 3 clusters Score -617983.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -618021.937500 Penalty: 2793.040039
	Iteration 11Q: 3 clusters Score -618021.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -618060.125000 Penalty: 2793.040039
	Iteration 12Q: 3 clusters Score -618060.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -618093.687500 Penalty: 2793.040039
	Iteration 13Q: 3 clusters Score -618093.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -618119.500000 Penalty: 2793.040039
	Iteration 14Q: 3 clusters Score -618119.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -618147.125000 Penalty: 2793.040039
	Iteration 15Q: 3 clusters Score -618147.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -618167.812500 Penalty: 2793.040039
	Iteration 16Q: 3 clusters Score -618167.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -618194.562500 Penalty: 2793.040039
	Iteration 17Q: 3 clusters Score -618194.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -618225.812500 Penalty: 2793.040039
	Iteration 18Q: 3 clusters Score -618225.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -618254.750000 Penalty: 2793.040039
	Iteration 19Q: 3 clusters Score -618254.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -618281.562500 Penalty: 2793.040039
	Iteration 20F: 3 clusters Score -618281.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -618306.187500 Penalty: 2793.040039
	Iteration 21Q: 3 clusters Score -618306.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -618336.000000 Penalty: 2793.040039
	Iteration 22Q: 3 clusters Score -618336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -618375.750000 Penalty: 2793.040039
	Iteration 23Q: 3 clusters Score -618375.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -618424.937500 Penalty: 2793.040039
	Iteration 24Q: 3 clusters Score -618424.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -618475.062500 Penalty: 2793.040039
	Iteration 25Q: 3 clusters Score -618475.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -618521.937500 Penalty: 2793.040039
	Iteration 26Q: 3 clusters Score -618521.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -618571.562500 Penalty: 2793.040039
	Iteration 27Q: 3 clusters Score -618571.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -618618.687500 Penalty: 2793.040039
	Iteration 28Q: 3 clusters Score -618618.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -618666.500000 Penalty: 2793.040039
	Iteration 29Q: 3 clusters Score -618666.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -618712.750000 Penalty: 2793.040039
	Iteration 30Q: 3 clusters Score -618712.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -618749.812500 Penalty: 2793.040039
	Iteration 31Q: 3 clusters Score -618749.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -618781.687500 Penalty: 2793.040039
	Iteration 32Q: 3 clusters Score -618781.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -618812.000000 Penalty: 2793.040039
	Iteration 33Q: 3 clusters Score -618812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -618831.500000 Penalty: 2793.040039
	Iteration 34Q: 3 clusters Score -618831.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -618846.625000 Penalty: 2793.040039
	Iteration 35Q: 3 clusters Score -618846.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -618857.125000 Penalty: 2793.040039
	Iteration 36Q: 3 clusters Score -618857.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -618867.000000 Penalty: 2793.040039
	Iteration 37Q: 3 clusters Score -618867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -618877.000000 Penalty: 2793.040039
	Iteration 38Q: 3 clusters Score -618877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -618882.250000 Penalty: 2793.040039
	Iteration 39Q: 3 clusters Score -618882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -618887.437500 Penalty: 2793.040039
	Iteration 40F: 3 clusters Score -618887.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -618894.250000 Penalty: 2793.040039
	Iteration 41Q: 3 clusters Score -618894.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -618902.312500 Penalty: 2793.040039
	Iteration 42Q: 3 clusters Score -618902.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -618909.125000 Penalty: 2793.040039
	Iteration 43Q: 3 clusters Score -618909.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -618912.187500 Penalty: 2793.040039
	Iteration 44Q: 3 clusters Score -618912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -618920.187500 Penalty: 2793.040039
	Iteration 45Q: 3 clusters Score -618920.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -618924.687500 Penalty: 2793.040039
	Iteration 46Q: 3 clusters Score -618924.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -618930.812500 Penalty: 2793.040039
	Iteration 47Q: 3 clusters Score -618930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -618932.250000 Penalty: 2793.040039
	Iteration 48Q: 3 clusters Score -618932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -618937.750000 Penalty: 2793.040039
	Iteration 49Q: 3 clusters Score -618937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -618942.812500 Penalty: 2793.040039
	Iteration 50Q: 3 clusters Score -618942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -618944.750000 Penalty: 2793.040039
	Iteration 51Q: 3 clusters Score -618944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -618948.875000 Penalty: 2793.040039
	Iteration 52Q: 3 clusters Score -618948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -618952.125000 Penalty: 2793.040039
	Iteration 53Q: 3 clusters Score -618952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -618955.250000 Penalty: 2793.040039
	Iteration 54Q: 3 clusters Score -618955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -618954.937500 Penalty: 2793.040039
	Iteration 55Q: 3 clusters Score -618954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -618957.812500 Penalty: 2793.040039
	Iteration 56Q: 3 clusters Score -618957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -618957.812500 Penalty: 2793.040039
	Iteration 57Q: 3 clusters Score -618957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -618957.687500 Penalty: 2793.040039
	Iteration 58Q: 3 clusters Score -618957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -618958.562500 Penalty: 2793.040039
	Iteration 59Q: 3 clusters Score -618958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -618959.437500 Penalty: 2793.040039
	Iteration 60F: 3 clusters Score -618959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -618961.375000 Penalty: 2793.040039
	Iteration 61Q: 3 clusters Score -618961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -618961.375000 Penalty: 2793.040039
	Iteration 62F: 3 clusters Score -618961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -1187306.125000 Penalty: 1502.991089
	Iteration 0F: 2 clusters Score -1187306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1179894.875000 Penalty: 3005.982178
	Iteration 0F: 3 clusters Score -1179895 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1182347.125000 Penalty: 3005.982178
	Iteration 1F: 3 clusters Score -1182347 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1182615.625000 Penalty: 3005.982178
	Iteration 2F: 3 clusters Score -1182616 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1182843.500000 Penalty: 3005.982178
	Iteration 3F: 3 clusters Score -1182844 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1183061.750000 Penalty: 3005.982178
	Iteration 4Q: 3 clusters Score -1183062 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1183310.375000 Penalty: 3005.982178
	Iteration 5Q: 3 clusters Score -1183310 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1183595.375000 Penalty: 3005.982178
	Iteration 6Q: 3 clusters Score -1183595 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1183887.875000 Penalty: 3005.982178
	Iteration 7Q: 3 clusters Score -1183888 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1184217.375000 Penalty: 3005.982178
	Iteration 8Q: 3 clusters Score -1184217 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1184571.000000 Penalty: 3005.982178
	Iteration 9Q: 3 clusters Score -1184571 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1184888.250000 Penalty: 3005.982178
	Iteration 10Q: 3 clusters Score -1184888 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1185113.125000 Penalty: 3005.982178
	Iteration 11Q: 3 clusters Score -1185113 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1185244.750000 Penalty: 3005.982178
	Iteration 12Q: 3 clusters Score -1185245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1185349.750000 Penalty: 3005.982178
	Iteration 13Q: 3 clusters Score -1185350 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1185432.750000 Penalty: 3005.982178
	Iteration 14Q: 3 clusters Score -1185433 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1185504.250000 Penalty: 3005.982178
	Iteration 15Q: 3 clusters Score -1185504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1185551.375000 Penalty: 3005.982178
	Iteration 16Q: 3 clusters Score -1185551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1185597.875000 Penalty: 3005.982178
	Iteration 17Q: 3 clusters Score -1185598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1185624.375000 Penalty: 3005.982178
	Iteration 18Q: 3 clusters Score -1185624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1185635.250000 Penalty: 3005.982178
	Iteration 19Q: 3 clusters Score -1185635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1185648.500000 Penalty: 3005.982178
	Iteration 20F: 3 clusters Score -1185648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1185656.500000 Penalty: 3005.982178
	Iteration 21Q: 3 clusters Score -1185656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1185661.500000 Penalty: 3005.982178
	Iteration 22Q: 3 clusters Score -1185662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1185664.250000 Penalty: 3005.982178
	Iteration 23Q: 3 clusters Score -1185664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1185672.375000 Penalty: 3005.982178
	Iteration 24Q: 3 clusters Score -1185672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1185678.000000 Penalty: 3005.982178
	Iteration 25Q: 3 clusters Score -1185678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1185683.875000 Penalty: 3005.982178
	Iteration 26Q: 3 clusters Score -1185684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1185689.125000 Penalty: 3005.982178
	Iteration 27Q: 3 clusters Score -1185689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1185695.750000 Penalty: 3005.982178
	Iteration 28Q: 3 clusters Score -1185696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1185695.250000 Penalty: 3005.982178
	Iteration 29Q: 3 clusters Score -1185695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1185705.250000 Penalty: 3005.982178
	Iteration 30Q: 3 clusters Score -1185705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1185714.000000 Penalty: 3005.982178
	Iteration 31Q: 3 clusters Score -1185714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1185723.625000 Penalty: 3005.982178
	Iteration 32Q: 3 clusters Score -1185724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1185728.250000 Penalty: 3005.982178
	Iteration 33Q: 3 clusters Score -1185728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1185729.500000 Penalty: 3005.982178
	Iteration 34Q: 3 clusters Score -1185730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1185736.875000 Penalty: 3005.982178
	Iteration 35Q: 3 clusters Score -1185737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1185744.625000 Penalty: 3005.982178
	Iteration 36Q: 3 clusters Score -1185745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1185748.625000 Penalty: 3005.982178
	Iteration 37Q: 3 clusters Score -1185749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1185761.625000 Penalty: 3005.982178
	Iteration 38Q: 3 clusters Score -1185762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1185771.125000 Penalty: 3005.982178
	Iteration 39Q: 3 clusters Score -1185771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1185781.125000 Penalty: 3005.982178
	Iteration 40F: 3 clusters Score -1185781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1185790.500000 Penalty: 3005.982178
	Iteration 41Q: 3 clusters Score -1185790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1185804.875000 Penalty: 3005.982178
	Iteration 42Q: 3 clusters Score -1185805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1185814.250000 Penalty: 3005.982178
	Iteration 43Q: 3 clusters Score -1185814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1185822.375000 Penalty: 3005.982178
	Iteration 44Q: 3 clusters Score -1185822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1185835.500000 Penalty: 3005.982178
	Iteration 45Q: 3 clusters Score -1185836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1185845.000000 Penalty: 3005.982178
	Iteration 46Q: 3 clusters Score -1185845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1185853.250000 Penalty: 3005.982178
	Iteration 47Q: 3 clusters Score -1185853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1185864.125000 Penalty: 3005.982178
	Iteration 48Q: 3 clusters Score -1185864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1185876.250000 Penalty: 3005.982178
	Iteration 49Q: 3 clusters Score -1185876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1185888.375000 Penalty: 3005.982178
	Iteration 50Q: 3 clusters Score -1185888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1185902.875000 Penalty: 3005.982178
	Iteration 51Q: 3 clusters Score -1185903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1185913.375000 Penalty: 3005.982178
	Iteration 52Q: 3 clusters Score -1185913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1185926.250000 Penalty: 3005.982178
	Iteration 53Q: 3 clusters Score -1185926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1185937.125000 Penalty: 3005.982178
	Iteration 54Q: 3 clusters Score -1185937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1185950.375000 Penalty: 3005.982178
	Iteration 55Q: 3 clusters Score -1185950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1185970.375000 Penalty: 3005.982178
	Iteration 56Q: 3 clusters Score -1185970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1185988.000000 Penalty: 3005.982178
	Iteration 57Q: 3 clusters Score -1185988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1186014.500000 Penalty: 3005.982178
	Iteration 58Q: 3 clusters Score -1186014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1186035.250000 Penalty: 3005.982178
	Iteration 59Q: 3 clusters Score -1186035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1186051.125000 Penalty: 3005.982178
	Iteration 60F: 3 clusters Score -1186051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1186064.375000 Penalty: 3005.982178
	Iteration 61Q: 3 clusters Score -1186064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1186083.375000 Penalty: 3005.982178
	Iteration 62Q: 3 clusters Score -1186083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1186098.750000 Penalty: 3005.982178
	Iteration 63Q: 3 clusters Score -1186099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1186109.875000 Penalty: 3005.982178
	Iteration 64Q: 3 clusters Score -1186110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1186119.125000 Penalty: 3005.982178
	Iteration 65Q: 3 clusters Score -1186119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1186125.750000 Penalty: 3005.982178
	Iteration 66Q: 3 clusters Score -1186126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1186134.625000 Penalty: 3005.982178
	Iteration 67Q: 3 clusters Score -1186135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1186138.250000 Penalty: 3005.982178
	Iteration 68Q: 3 clusters Score -1186138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1186141.250000 Penalty: 3005.982178
	Iteration 69Q: 3 clusters Score -1186141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1186149.125000 Penalty: 3005.982178
	Iteration 70Q: 3 clusters Score -1186149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1186153.500000 Penalty: 3005.982178
	Iteration 71Q: 3 clusters Score -1186154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1186155.875000 Penalty: 3005.982178
	Iteration 72Q: 3 clusters Score -1186156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1186158.125000 Penalty: 3005.982178
	Iteration 73Q: 3 clusters Score -1186158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1186160.375000 Penalty: 3005.982178
	Iteration 74Q: 3 clusters Score -1186160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1186164.750000 Penalty: 3005.982178
	Iteration 75Q: 3 clusters Score -1186165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1186169.250000 Penalty: 3005.982178
	Iteration 76Q: 3 clusters Score -1186169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1186170.375000 Penalty: 3005.982178
	Iteration 77Q: 3 clusters Score -1186170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1186175.250000 Penalty: 3005.982178
	Iteration 78Q: 3 clusters Score -1186175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1186173.125000 Penalty: 3005.982178
	Iteration 79Q: 3 clusters Score -1186173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1186177.125000 Penalty: 3005.982178
	Iteration 80F: 3 clusters Score -1186177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1186178.000000 Penalty: 3005.982178
	Iteration 81Q: 3 clusters Score -1186178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1186182.000000 Penalty: 3005.982178
	Iteration 82Q: 3 clusters Score -1186182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1186187.000000 Penalty: 3005.982178
	Iteration 83Q: 3 clusters Score -1186187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1186189.250000 Penalty: 3005.982178
	Iteration 84Q: 3 clusters Score -1186189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1186195.875000 Penalty: 3005.982178
	Iteration 85Q: 3 clusters Score -1186196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1186198.250000 Penalty: 3005.982178
	Iteration 86Q: 3 clusters Score -1186198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1186201.750000 Penalty: 3005.982178
	Iteration 87Q: 3 clusters Score -1186202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1186207.250000 Penalty: 3005.982178
	Iteration 88Q: 3 clusters Score -1186207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1186210.875000 Penalty: 3005.982178
	Iteration 89Q: 3 clusters Score -1186211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1186211.000000 Penalty: 3005.982178
	Iteration 90Q: 3 clusters Score -1186211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1186214.000000 Penalty: 3005.982178
	Iteration 91Q: 3 clusters Score -1186214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1186215.500000 Penalty: 3005.982178
	Iteration 92Q: 3 clusters Score -1186216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1186214.875000 Penalty: 3005.982178
	Iteration 93Q: 3 clusters Score -1186215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1186215.125000 Penalty: 3005.982178
	Iteration 94Q: 3 clusters Score -1186215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1186215.875000 Penalty: 3005.982178
	Iteration 95Q: 3 clusters Score -1186216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1186220.000000 Penalty: 3005.982178
	Iteration 96Q: 3 clusters Score -1186220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1186219.875000 Penalty: 3005.982178
	Iteration 97Q: 3 clusters Score -1186220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1186222.875000 Penalty: 3005.982178
	Iteration 98Q: 3 clusters Score -1186223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1186222.500000 Penalty: 3005.982178
	Iteration 99Q: 3 clusters Score -1186222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1186220.875000 Penalty: 3005.982178
	Iteration 100F: 3 clusters Score -1186221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1186222.375000 Penalty: 3005.982178
	Iteration 101Q: 3 clusters Score -1186222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1186224.625000 Penalty: 3005.982178
	Iteration 102Q: 3 clusters Score -1186225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1186223.625000 Penalty: 3005.982178
	Iteration 103Q: 3 clusters Score -1186224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1186224.750000 Penalty: 3005.982178
	Iteration 104Q: 3 clusters Score -1186225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1186225.500000 Penalty: 3005.982178
	Iteration 105Q: 3 clusters Score -1186226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1186226.750000 Penalty: 3005.982178
	Iteration 106Q: 3 clusters Score -1186227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1186226.375000 Penalty: 3005.982178
	Iteration 107Q: 3 clusters Score -1186226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1186230.000000 Penalty: 3005.982178
	Iteration 108Q: 3 clusters Score -1186230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1186229.750000 Penalty: 3005.982178
	Iteration 109Q: 3 clusters Score -1186230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1186232.875000 Penalty: 3005.982178
	Iteration 110Q: 3 clusters Score -1186233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1186235.375000 Penalty: 3005.982178
	Iteration 111Q: 3 clusters Score -1186235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1186236.875000 Penalty: 3005.982178
	Iteration 112Q: 3 clusters Score -1186237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1186238.000000 Penalty: 3005.982178
	Iteration 113Q: 3 clusters Score -1186238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1186238.875000 Penalty: 3005.982178
	Iteration 114Q: 3 clusters Score -1186239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1186246.125000 Penalty: 3005.982178
	Iteration 115Q: 3 clusters Score -1186246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1186248.500000 Penalty: 3005.982178
	Iteration 116Q: 3 clusters Score -1186248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1186256.375000 Penalty: 3005.982178
	Iteration 117Q: 3 clusters Score -1186256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1186259.375000 Penalty: 3005.982178
	Iteration 118Q: 3 clusters Score -1186259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1186263.750000 Penalty: 3005.982178
	Iteration 119Q: 3 clusters Score -1186264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1186268.875000 Penalty: 3005.982178
	Iteration 120F: 3 clusters Score -1186269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1186268.625000 Penalty: 3005.982178
	Iteration 121Q: 3 clusters Score -1186269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1186270.750000 Penalty: 3005.982178
	Iteration 122Q: 3 clusters Score -1186271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1186272.625000 Penalty: 3005.982178
	Iteration 123Q: 3 clusters Score -1186273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1186271.250000 Penalty: 3005.982178
	Iteration 124Q: 3 clusters Score -1186271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1186275.000000 Penalty: 3005.982178
	Iteration 125Q: 3 clusters Score -1186275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1186275.625000 Penalty: 3005.982178
	Iteration 126Q: 3 clusters Score -1186276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1186276.125000 Penalty: 3005.982178
	Iteration 127Q: 3 clusters Score -1186276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1186276.125000 Penalty: 3005.982178
	Iteration 128F: 3 clusters Score -1186276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -804343.937500 Penalty: 1449.171997
	Iteration 0F: 2 clusters Score -804343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -798737.750000 Penalty: 2898.343994
	Iteration 0F: 3 clusters Score -798737.8 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -800448.500000 Penalty: 2898.343994
	Iteration 1F: 3 clusters Score -800448.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -800648.125000 Penalty: 2898.343994
	Iteration 2F: 3 clusters Score -800648.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -800842.000000 Penalty: 2898.343994
	Iteration 3Q: 3 clusters Score -800842 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -801015.375000 Penalty: 2898.343994
	Iteration 4Q: 3 clusters Score -801015.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -801159.812500 Penalty: 2898.343994
	Iteration 5Q: 3 clusters Score -801159.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -801329.437500 Penalty: 2898.343994
	Iteration 6Q: 3 clusters Score -801329.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -801540.937500 Penalty: 2898.343994
	Iteration 7Q: 3 clusters Score -801540.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -801773.875000 Penalty: 2898.343994
	Iteration 8Q: 3 clusters Score -801773.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -802031.437500 Penalty: 2898.343994
	Iteration 9F: 3 clusters Score -802031.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -802300.687500 Penalty: 2898.343994
	Iteration 10F: 3 clusters Score -802300.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -802609.875000 Penalty: 2898.343994
	Iteration 11F: 3 clusters Score -802609.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -802914.562500 Penalty: 2898.343994
	Iteration 12F: 3 clusters Score -802914.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -803153.687500 Penalty: 2898.343994
	Iteration 13Q: 3 clusters Score -803153.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -803320.187500 Penalty: 2898.343994
	Iteration 14Q: 3 clusters Score -803320.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -803450.812500 Penalty: 2898.343994
	Iteration 15Q: 3 clusters Score -803450.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -803538.812500 Penalty: 2898.343994
	Iteration 16Q: 3 clusters Score -803538.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -803618.687500 Penalty: 2898.343994
	Iteration 17Q: 3 clusters Score -803618.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -803733.437500 Penalty: 2898.343994
	Iteration 18Q: 3 clusters Score -803733.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -803846.312500 Penalty: 2898.343994
	Iteration 19Q: 3 clusters Score -803846.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -803919.937500 Penalty: 2898.343994
	Iteration 20F: 3 clusters Score -803919.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -803953.312500 Penalty: 2898.343994
	Iteration 21Q: 3 clusters Score -803953.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -803972.187500 Penalty: 2898.343994
	Iteration 22Q: 3 clusters Score -803972.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -803982.500000 Penalty: 2898.343994
	Iteration 23Q: 3 clusters Score -803982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -803987.750000 Penalty: 2898.343994
	Iteration 24Q: 3 clusters Score -803987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -803996.062500 Penalty: 2898.343994
	Iteration 25Q: 3 clusters Score -803996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -803998.312500 Penalty: 2898.343994
	Iteration 26Q: 3 clusters Score -803998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -803998.437500 Penalty: 2898.343994
	Iteration 27Q: 3 clusters Score -803998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -803998.437500 Penalty: 2898.343994
	Iteration 28F: 3 clusters Score -803998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -358424.875000 Penalty: 1322.516846
	Iteration 0F: 2 clusters Score -358424.9 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 1746 members 
Entering Unmasked Estep 
Score: -355458.531250 Penalty: 2645.033691
	Iteration 0F: 3 clusters Score -355458.5 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -356262.968750 Penalty: 2645.033691
	Iteration 1F: 3 clusters Score -356263 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -356520.343750 Penalty: 2645.033691
	Iteration 2F: 3 clusters Score -356520.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -356748.375000 Penalty: 2645.033691
	Iteration 3F: 3 clusters Score -356748.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -356954.718750 Penalty: 2645.033691
	Iteration 4F: 3 clusters Score -356954.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -357107.531250 Penalty: 2645.033691
	Iteration 5F: 3 clusters Score -357107.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -357227.968750 Penalty: 2645.033691
	Iteration 6Q: 3 clusters Score -357228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -357338.281250 Penalty: 2645.033691
	Iteration 7Q: 3 clusters Score -357338.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -357444.750000 Penalty: 2645.033691
	Iteration 8Q: 3 clusters Score -357444.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -357514.093750 Penalty: 2645.033691
	Iteration 9Q: 3 clusters Score -357514.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -357563.250000 Penalty: 2645.033691
	Iteration 10Q: 3 clusters Score -357563.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -357601.000000 Penalty: 2645.033691
	Iteration 11Q: 3 clusters Score -357601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -357646.437500 Penalty: 2645.033691
	Iteration 12Q: 3 clusters Score -357646.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -357674.281250 Penalty: 2645.033691
	Iteration 13Q: 3 clusters Score -357674.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -357691.312500 Penalty: 2645.033691
	Iteration 14Q: 3 clusters Score -357691.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -357700.437500 Penalty: 2645.033691
	Iteration 15Q: 3 clusters Score -357700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -357712.406250 Penalty: 2645.033691
	Iteration 16Q: 3 clusters Score -357712.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -357724.781250 Penalty: 2645.033691
	Iteration 17Q: 3 clusters Score -357724.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -357738.468750 Penalty: 2645.033691
	Iteration 18Q: 3 clusters Score -357738.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -357750.000000 Penalty: 2645.033691
	Iteration 19Q: 3 clusters Score -357750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -357761.750000 Penalty: 2645.033691
	Iteration 20F: 3 clusters Score -357761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -357773.156250 Penalty: 2645.033691
	Iteration 21Q: 3 clusters Score -357773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -357785.562500 Penalty: 2645.033691
	Iteration 22Q: 3 clusters Score -357785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -357792.218750 Penalty: 2645.033691
	Iteration 23Q: 3 clusters Score -357792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -357799.000000 Penalty: 2645.033691
	Iteration 24Q: 3 clusters Score -357799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -357808.687500 Penalty: 2645.033691
	Iteration 25Q: 3 clusters Score -357808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -357814.593750 Penalty: 2645.033691
	Iteration 26Q: 3 clusters Score -357814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -357818.468750 Penalty: 2645.033691
	Iteration 27Q: 3 clusters Score -357818.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -357821.125000 Penalty: 2645.033691
	Iteration 28Q: 3 clusters Score -357821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -357823.375000 Penalty: 2645.033691
	Iteration 29Q: 3 clusters Score -357823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -357827.656250 Penalty: 2645.033691
	Iteration 30Q: 3 clusters Score -357827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -357830.531250 Penalty: 2645.033691
	Iteration 31Q: 3 clusters Score -357830.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -357833.437500 Penalty: 2645.033691
	Iteration 32Q: 3 clusters Score -357833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -357835.343750 Penalty: 2645.033691
	Iteration 33Q: 3 clusters Score -357835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -357838.093750 Penalty: 2645.033691
	Iteration 34Q: 3 clusters Score -357838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -357841.937500 Penalty: 2645.033691
	Iteration 35Q: 3 clusters Score -357841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -357847.593750 Penalty: 2645.033691
	Iteration 36Q: 3 clusters Score -357847.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -357853.156250 Penalty: 2645.033691
	Iteration 37Q: 3 clusters Score -357853.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -357859.687500 Penalty: 2645.033691
	Iteration 38Q: 3 clusters Score -357859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -357865.531250 Penalty: 2645.033691
	Iteration 39Q: 3 clusters Score -357865.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -357873.687500 Penalty: 2645.033691
	Iteration 40F: 3 clusters Score -357873.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -357884.593750 Penalty: 2645.033691
	Iteration 41Q: 3 clusters Score -357884.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -357894.281250 Penalty: 2645.033691
	Iteration 42Q: 3 clusters Score -357894.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -357904.593750 Penalty: 2645.033691
	Iteration 43Q: 3 clusters Score -357904.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -357916.531250 Penalty: 2645.033691
	Iteration 44Q: 3 clusters Score -357916.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -357922.468750 Penalty: 2645.033691
	Iteration 45Q: 3 clusters Score -357922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -357929.906250 Penalty: 2645.033691
	Iteration 46Q: 3 clusters Score -357929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -357934.781250 Penalty: 2645.033691
	Iteration 47Q: 3 clusters Score -357934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -357938.562500 Penalty: 2645.033691
	Iteration 48Q: 3 clusters Score -357938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -357942.937500 Penalty: 2645.033691
	Iteration 49Q: 3 clusters Score -357942.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -357947.531250 Penalty: 2645.033691
	Iteration 50Q: 3 clusters Score -357947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -357951.406250 Penalty: 2645.033691
	Iteration 51Q: 3 clusters Score -357951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -357955.375000 Penalty: 2645.033691
	Iteration 52Q: 3 clusters Score -357955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357957.687500 Penalty: 2645.033691
	Iteration 53Q: 3 clusters Score -357957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -357963.750000 Penalty: 2645.033691
	Iteration 54Q: 3 clusters Score -357963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -357966.656250 Penalty: 2645.033691
	Iteration 55Q: 3 clusters Score -357966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -357971.000000 Penalty: 2645.033691
	Iteration 56Q: 3 clusters Score -357971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -357977.718750 Penalty: 2645.033691
	Iteration 57Q: 3 clusters Score -357977.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -357980.812500 Penalty: 2645.033691
	Iteration 58Q: 3 clusters Score -357980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -357982.875000 Penalty: 2645.033691
	Iteration 59Q: 3 clusters Score -357982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -357987.375000 Penalty: 2645.033691
	Iteration 60F: 3 clusters Score -357987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -357993.187500 Penalty: 2645.033691
	Iteration 61Q: 3 clusters Score -357993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -357997.562500 Penalty: 2645.033691
	Iteration 62Q: 3 clusters Score -357997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -358000.843750 Penalty: 2645.033691
	Iteration 63Q: 3 clusters Score -358000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -358003.468750 Penalty: 2645.033691
	Iteration 64Q: 3 clusters Score -358003.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -358008.343750 Penalty: 2645.033691
	Iteration 65Q: 3 clusters Score -358008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -358012.500000 Penalty: 2645.033691
	Iteration 66Q: 3 clusters Score -358012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -358016.187500 Penalty: 2645.033691
	Iteration 67Q: 3 clusters Score -358016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -358018.843750 Penalty: 2645.033691
	Iteration 68Q: 3 clusters Score -358018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -358021.625000 Penalty: 2645.033691
	Iteration 69Q: 3 clusters Score -358021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -358021.687500 Penalty: 2645.033691
	Iteration 70Q: 3 clusters Score -358021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -358023.031250 Penalty: 2645.033691
	Iteration 71Q: 3 clusters Score -358023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -358023.562500 Penalty: 2645.033691
	Iteration 72Q: 3 clusters Score -358023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -358024.281250 Penalty: 2645.033691
	Iteration 73Q: 3 clusters Score -358024.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -358026.656250 Penalty: 2645.033691
	Iteration 74Q: 3 clusters Score -358026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -358028.343750 Penalty: 2645.033691
	Iteration 75Q: 3 clusters Score -358028.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -358032.437500 Penalty: 2645.033691
	Iteration 76Q: 3 clusters Score -358032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358036.593750 Penalty: 2645.033691
	Iteration 77Q: 3 clusters Score -358036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -358038.687500 Penalty: 2645.033691
	Iteration 78Q: 3 clusters Score -358038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -358041.812500 Penalty: 2645.033691
	Iteration 79Q: 3 clusters Score -358041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -358045.500000 Penalty: 2645.033691
	Iteration 80F: 3 clusters Score -358045.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -358049.718750 Penalty: 2645.033691
	Iteration 81Q: 3 clusters Score -358049.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -358055.406250 Penalty: 2645.033691
	Iteration 82Q: 3 clusters Score -358055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -358057.656250 Penalty: 2645.033691
	Iteration 83Q: 3 clusters Score -358057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -358060.500000 Penalty: 2645.033691
	Iteration 84Q: 3 clusters Score -358060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358063.031250 Penalty: 2645.033691
	Iteration 85Q: 3 clusters Score -358063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -358067.250000 Penalty: 2645.033691
	Iteration 86Q: 3 clusters Score -358067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -358068.593750 Penalty: 2645.033691
	Iteration 87Q: 3 clusters Score -358068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358068.687500 Penalty: 2645.033691
	Iteration 88Q: 3 clusters Score -358068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -358070.187500 Penalty: 2645.033691
	Iteration 89Q: 3 clusters Score -358070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358070.500000 Penalty: 2645.033691
	Iteration 90Q: 3 clusters Score -358070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358071.500000 Penalty: 2645.033691
	Iteration 91Q: 3 clusters Score -358071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -358071.906250 Penalty: 2645.033691
	Iteration 92Q: 3 clusters Score -358071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358073.562500 Penalty: 2645.033691
	Iteration 93Q: 3 clusters Score -358073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -358074.093750 Penalty: 2645.033691
	Iteration 94Q: 3 clusters Score -358074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -358076.750000 Penalty: 2645.033691
	Iteration 95Q: 3 clusters Score -358076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -358078.437500 Penalty: 2645.033691
	Iteration 96Q: 3 clusters Score -358078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -358078.437500 Penalty: 2645.033691
	Iteration 97F: 3 clusters Score -358078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Entering Unmasked Estep 
Score: -4539229.000000 Penalty: 1725.791260
	Iteration 0F: 2 clusters Score -4539229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4511619.000000 Penalty: 3451.582520
	Iteration 0F: 3 clusters Score -4511619 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4522441.000000 Penalty: 3451.582520
	Iteration 1F: 3 clusters Score -4522441 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4522887.500000 Penalty: 3451.582520
	Iteration 2Q: 3 clusters Score -4522888 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4523326.500000 Penalty: 3451.582520
	Iteration 3Q: 3 clusters Score -4523326 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4523818.000000 Penalty: 3451.582520
	Iteration 4Q: 3 clusters Score -4523818 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4524462.000000 Penalty: 3451.582520
	Iteration 5Q: 3 clusters Score -4524462 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4525359.500000 Penalty: 3451.582520
	Iteration 6Q: 3 clusters Score -4525360 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4526637.500000 Penalty: 3451.582520
	Iteration 7F: 3 clusters Score -4526638 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4528291.000000 Penalty: 3451.582520
	Iteration 8F: 3 clusters Score -4528291 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4529914.000000 Penalty: 3451.582520
	Iteration 9F: 3 clusters Score -4529914 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4531232.000000 Penalty: 3451.582520
	Iteration 10F: 3 clusters Score -4531232 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4532123.500000 Penalty: 3451.582520
	Iteration 11Q: 3 clusters Score -4532124 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4532762.500000 Penalty: 3451.582520
	Iteration 12Q: 3 clusters Score -4532762 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4533258.000000 Penalty: 3451.582520
	Iteration 13Q: 3 clusters Score -4533258 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4533798.000000 Penalty: 3451.582520
	Iteration 14Q: 3 clusters Score -4533798 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4534355.500000 Penalty: 3451.582520
	Iteration 15Q: 3 clusters Score -4534356 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4534939.500000 Penalty: 3451.582520
	Iteration 16Q: 3 clusters Score -4534940 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4535413.500000 Penalty: 3451.582520
	Iteration 17Q: 3 clusters Score -4535414 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4535748.500000 Penalty: 3451.582520
	Iteration 18Q: 3 clusters Score -4535748 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4536011.000000 Penalty: 3451.582520
	Iteration 19Q: 3 clusters Score -4536011 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4536218.000000 Penalty: 3451.582520
	Iteration 20F: 3 clusters Score -4536218 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4536409.000000 Penalty: 3451.582520
	Iteration 21Q: 3 clusters Score -4536409 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4536532.000000 Penalty: 3451.582520
	Iteration 22Q: 3 clusters Score -4536532 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4536630.500000 Penalty: 3451.582520
	Iteration 23Q: 3 clusters Score -4536630 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4536713.000000 Penalty: 3451.582520
	Iteration 24Q: 3 clusters Score -4536713 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4536767.500000 Penalty: 3451.582520
	Iteration 25Q: 3 clusters Score -4536768 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4536805.000000 Penalty: 3451.582520
	Iteration 26Q: 3 clusters Score -4536805 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4536879.000000 Penalty: 3451.582520
	Iteration 27Q: 3 clusters Score -4536879 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4536937.500000 Penalty: 3451.582520
	Iteration 28Q: 3 clusters Score -4536938 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -4536984.500000 Penalty: 3451.582520
	Iteration 29Q: 3 clusters Score -4536984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4537007.000000 Penalty: 3451.582520
	Iteration 30Q: 3 clusters Score -4537007 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -4537034.500000 Penalty: 3451.582520
	Iteration 31Q: 3 clusters Score -4537034 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4537048.000000 Penalty: 3451.582520
	Iteration 32Q: 3 clusters Score -4537048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4537081.000000 Penalty: 3451.582520
	Iteration 33Q: 3 clusters Score -4537081 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4537120.500000 Penalty: 3451.582520
	Iteration 34Q: 3 clusters Score -4537120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4537127.000000 Penalty: 3451.582520
	Iteration 35Q: 3 clusters Score -4537127 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4537171.000000 Penalty: 3451.582520
	Iteration 36Q: 3 clusters Score -4537171 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4537198.500000 Penalty: 3451.582520
	Iteration 37Q: 3 clusters Score -4537198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4537206.500000 Penalty: 3451.582520
	Iteration 38Q: 3 clusters Score -4537206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4537234.500000 Penalty: 3451.582520
	Iteration 39Q: 3 clusters Score -4537234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4537245.500000 Penalty: 3451.582520
	Iteration 40F: 3 clusters Score -4537246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4537266.500000 Penalty: 3451.582520
	Iteration 41Q: 3 clusters Score -4537266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4537297.000000 Penalty: 3451.582520
	Iteration 42Q: 3 clusters Score -4537297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4537299.000000 Penalty: 3451.582520
	Iteration 43Q: 3 clusters Score -4537299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4537317.000000 Penalty: 3451.582520
	Iteration 44Q: 3 clusters Score -4537317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4537333.000000 Penalty: 3451.582520
	Iteration 45Q: 3 clusters Score -4537333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4537335.000000 Penalty: 3451.582520
	Iteration 46Q: 3 clusters Score -4537335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4537344.000000 Penalty: 3451.582520
	Iteration 47Q: 3 clusters Score -4537344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4537347.500000 Penalty: 3451.582520
	Iteration 48Q: 3 clusters Score -4537348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4537352.000000 Penalty: 3451.582520
	Iteration 49Q: 3 clusters Score -4537352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4537379.500000 Penalty: 3451.582520
	Iteration 50Q: 3 clusters Score -4537380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4537401.500000 Penalty: 3451.582520
	Iteration 51Q: 3 clusters Score -4537402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4537409.000000 Penalty: 3451.582520
	Iteration 52Q: 3 clusters Score -4537409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4537416.500000 Penalty: 3451.582520
	Iteration 53Q: 3 clusters Score -4537416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4537416.000000 Penalty: 3451.582520
	Iteration 54Q: 3 clusters Score -4537416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4537414.500000 Penalty: 3451.582520
	Iteration 55Q: 3 clusters Score -4537414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4537424.000000 Penalty: 3451.582520
	Iteration 56Q: 3 clusters Score -4537424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4537445.000000 Penalty: 3451.582520
	Iteration 57Q: 3 clusters Score -4537445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4537443.500000 Penalty: 3451.582520
	Iteration 58Q: 3 clusters Score -4537444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4537455.500000 Penalty: 3451.582520
	Iteration 59Q: 3 clusters Score -4537456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4537478.000000 Penalty: 3451.582520
	Iteration 60F: 3 clusters Score -4537478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4537470.000000 Penalty: 3451.582520
	Iteration 61Q: 3 clusters Score -4537470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4537469.500000 Penalty: 3451.582520
	Iteration 62Q: 3 clusters Score -4537470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4537478.500000 Penalty: 3451.582520
	Iteration 63Q: 3 clusters Score -4537478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4537479.500000 Penalty: 3451.582520
	Iteration 64Q: 3 clusters Score -4537480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4537478.500000 Penalty: 3451.582520
	Iteration 65Q: 3 clusters Score -4537478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4537491.500000 Penalty: 3451.582520
	Iteration 66Q: 3 clusters Score -4537492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4537493.500000 Penalty: 3451.582520
	Iteration 67Q: 3 clusters Score -4537494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4537491.500000 Penalty: 3451.582520
	Iteration 68Q: 3 clusters Score -4537492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4537492.000000 Penalty: 3451.582520
	Iteration 69Q: 3 clusters Score -4537492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4537498.500000 Penalty: 3451.582520
	Iteration 70Q: 3 clusters Score -4537498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4537500.000000 Penalty: 3451.582520
	Iteration 71Q: 3 clusters Score -4537500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4537505.500000 Penalty: 3451.582520
	Iteration 72Q: 3 clusters Score -4537506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4537499.000000 Penalty: 3451.582520
	Iteration 73Q: 3 clusters Score -4537499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4537504.500000 Penalty: 3451.582520
	Iteration 74Q: 3 clusters Score -4537504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4537509.000000 Penalty: 3451.582520
	Iteration 75Q: 3 clusters Score -4537509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4537510.000000 Penalty: 3451.582520
	Iteration 76Q: 3 clusters Score -4537510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4537510.000000 Penalty: 3451.582520
	Iteration 77Q: 3 clusters Score -4537510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4537508.500000 Penalty: 3451.582520
	Iteration 78Q: 3 clusters Score -4537508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4537509.000000 Penalty: 3451.582520
	Iteration 79Q: 3 clusters Score -4537509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4537509.000000 Penalty: 3451.582520
	Iteration 80F: 3 clusters Score -4537509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4537515.000000 Penalty: 3451.582520
	Iteration 81Q: 3 clusters Score -4537515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4537512.500000 Penalty: 3451.582520
	Iteration 82Q: 3 clusters Score -4537512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4537514.000000 Penalty: 3451.582520
	Iteration 83Q: 3 clusters Score -4537514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4537517.500000 Penalty: 3451.582520
	Iteration 84Q: 3 clusters Score -4537518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4537517.000000 Penalty: 3451.582520
	Iteration 85Q: 3 clusters Score -4537517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4537508.000000 Penalty: 3451.582520
	Iteration 86Q: 3 clusters Score -4537508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4537510.500000 Penalty: 3451.582520
	Iteration 87Q: 3 clusters Score -4537510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4537517.500000 Penalty: 3451.582520
	Iteration 88Q: 3 clusters Score -4537518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4537515.500000 Penalty: 3451.582520
	Iteration 89Q: 3 clusters Score -4537516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4537518.000000 Penalty: 3451.582520
	Iteration 90Q: 3 clusters Score -4537518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4537513.000000 Penalty: 3451.582520
	Iteration 91Q: 3 clusters Score -4537513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4537515.000000 Penalty: 3451.582520
	Iteration 92Q: 3 clusters Score -4537515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4537509.500000 Penalty: 3451.582520
	Iteration 93Q: 3 clusters Score -4537510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4537510.500000 Penalty: 3451.582520
	Iteration 94Q: 3 clusters Score -4537510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4537515.500000 Penalty: 3451.582520
	Iteration 95Q: 3 clusters Score -4537516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4537516.000000 Penalty: 3451.582520
	Iteration 96Q: 3 clusters Score -4537516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4537518.500000 Penalty: 3451.582520
	Iteration 97Q: 3 clusters Score -4537518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4537515.000000 Penalty: 3451.582520
	Iteration 98Q: 3 clusters Score -4537515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4537514.000000 Penalty: 3451.582520
	Iteration 99Q: 3 clusters Score -4537514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4537514.500000 Penalty: 3451.582520
	Iteration 100F: 3 clusters Score -4537514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4537515.500000 Penalty: 3451.582520
	Iteration 101Q: 3 clusters Score -4537516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4537514.000000 Penalty: 3451.582520
	Iteration 102Q: 3 clusters Score -4537514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4537520.500000 Penalty: 3451.582520
	Iteration 103Q: 3 clusters Score -4537520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4537525.500000 Penalty: 3451.582520
	Iteration 104Q: 3 clusters Score -4537526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4537529.000000 Penalty: 3451.582520
	Iteration 105Q: 3 clusters Score -4537529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4537527.500000 Penalty: 3451.582520
	Iteration 106Q: 3 clusters Score -4537528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4537527.500000 Penalty: 3451.582520
	Iteration 107Q: 3 clusters Score -4537528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4537529.500000 Penalty: 3451.582520
	Iteration 108Q: 3 clusters Score -4537530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4537528.000000 Penalty: 3451.582520
	Iteration 109Q: 3 clusters Score -4537528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4537529.500000 Penalty: 3451.582520
	Iteration 110Q: 3 clusters Score -4537530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4537526.000000 Penalty: 3451.582520
	Iteration 111Q: 3 clusters Score -4537526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4537528.000000 Penalty: 3451.582520
	Iteration 112Q: 3 clusters Score -4537528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4537527.500000 Penalty: 3451.582520
	Iteration 113Q: 3 clusters Score -4537528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4537523.500000 Penalty: 3451.582520
	Iteration 114Q: 3 clusters Score -4537524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4537522.000000 Penalty: 3451.582520
	Iteration 115Q: 3 clusters Score -4537522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4537523.500000 Penalty: 3451.582520
	Iteration 116Q: 3 clusters Score -4537524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4537523.500000 Penalty: 3451.582520
	Iteration 117F: 3 clusters Score -4537524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Entering Unmasked Estep 
Score: -8050592.500000 Penalty: 1814.817749
	Iteration 0F: 2 clusters Score -8050592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -8003030.000000 Penalty: 3629.635498
	Iteration 0F: 3 clusters Score -8003030 nChanged 33621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8022451.500000 Penalty: 3629.635498
	Iteration 1F: 3 clusters Score -8022452 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8023077.500000 Penalty: 3629.635498
	Iteration 2Q: 3 clusters Score -8023078 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -8023913.500000 Penalty: 3629.635498
	Iteration 3Q: 3 clusters Score -8023914 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8025571.500000 Penalty: 3629.635498
	Iteration 4Q: 3 clusters Score -8025572 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -8028656.000000 Penalty: 3629.635498
	Iteration 5F: 3 clusters Score -8028656 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -8033936.500000 Penalty: 3629.635498
	Iteration 6F: 3 clusters Score -8033936 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -8040598.500000 Penalty: 3629.635498
	Iteration 7F: 3 clusters Score -8040598 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8045485.500000 Penalty: 3629.635498
	Iteration 8F: 3 clusters Score -8045486 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -8047802.000000 Penalty: 3629.635498
	Iteration 9Q: 3 clusters Score -8047802 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -8048530.500000 Penalty: 3629.635498
	Iteration 10Q: 3 clusters Score -8048530 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -8048777.000000 Penalty: 3629.635498
	Iteration 11Q: 3 clusters Score -8048777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -8048873.000000 Penalty: 3629.635498
	Iteration 12Q: 3 clusters Score -8048873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -8048916.500000 Penalty: 3629.635498
	Iteration 13Q: 3 clusters Score -8048916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -8048936.500000 Penalty: 3629.635498
	Iteration 14Q: 3 clusters Score -8048936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -8048949.000000 Penalty: 3629.635498
	Iteration 15Q: 3 clusters Score -8048949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -8048965.000000 Penalty: 3629.635498
	Iteration 16Q: 3 clusters Score -8048965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -8048970.500000 Penalty: 3629.635498
	Iteration 17Q: 3 clusters Score -8048970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -8048982.500000 Penalty: 3629.635498
	Iteration 18Q: 3 clusters Score -8048982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -8048986.500000 Penalty: 3629.635498
	Iteration 19Q: 3 clusters Score -8048986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -8048987.000000 Penalty: 3629.635498
	Iteration 20F: 3 clusters Score -8048987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -491791.062500 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -491791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -488159.250000 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -488159.2 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -489117.625000 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -489117.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -489294.500000 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -489294.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -489443.468750 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -489443.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -489582.187500 Penalty: 2732.687988
	Iteration 4Q: 3 clusters Score -489582.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -489697.843750 Penalty: 2732.687988
	Iteration 5Q: 3 clusters Score -489697.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -489796.281250 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -489796.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -489862.125000 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -489862.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -489923.625000 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -489923.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -489969.312500 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -489969.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -490006.500000 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -490006.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -490066.125000 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -490066.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -490135.593750 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -490135.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -490219.062500 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -490219.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -490295.468750 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -490295.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -490367.593750 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -490367.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -490442.781250 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -490442.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -490513.187500 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -490513.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -490586.000000 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -490586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -490672.718750 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -490672.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -490781.718750 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -490781.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -490898.875000 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -490898.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -490963.218750 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -490963.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -491022.031250 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -491022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -491060.875000 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -491060.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -491096.125000 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -491096.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -491130.187500 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -491130.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -491160.937500 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -491160.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -491188.718750 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -491188.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -491211.781250 Penalty: 2732.687988
	Iteration 29Q: 3 clusters Score -491211.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -491229.843750 Penalty: 2732.687988
	Iteration 30Q: 3 clusters Score -491229.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -491247.406250 Penalty: 2732.687988
	Iteration 31Q: 3 clusters Score -491247.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -491268.156250 Penalty: 2732.687988
	Iteration 32Q: 3 clusters Score -491268.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -491296.437500 Penalty: 2732.687988
	Iteration 33Q: 3 clusters Score -491296.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -491313.843750 Penalty: 2732.687988
	Iteration 34Q: 3 clusters Score -491313.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -491330.500000 Penalty: 2732.687988
	Iteration 35Q: 3 clusters Score -491330.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -491347.937500 Penalty: 2732.687988
	Iteration 36Q: 3 clusters Score -491347.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -491363.625000 Penalty: 2732.687988
	Iteration 37Q: 3 clusters Score -491363.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -491373.875000 Penalty: 2732.687988
	Iteration 38Q: 3 clusters Score -491373.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -491387.656250 Penalty: 2732.687988
	Iteration 39Q: 3 clusters Score -491387.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -491400.531250 Penalty: 2732.687988
	Iteration 40F: 3 clusters Score -491400.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -491412.187500 Penalty: 2732.687988
	Iteration 41Q: 3 clusters Score -491412.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -491421.968750 Penalty: 2732.687988
	Iteration 42Q: 3 clusters Score -491422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -491429.500000 Penalty: 2732.687988
	Iteration 43Q: 3 clusters Score -491429.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -491439.062500 Penalty: 2732.687988
	Iteration 44Q: 3 clusters Score -491439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -491454.906250 Penalty: 2732.687988
	Iteration 45Q: 3 clusters Score -491454.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491471.406250 Penalty: 2732.687988
	Iteration 46Q: 3 clusters Score -491471.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -491490.812500 Penalty: 2732.687988
	Iteration 47Q: 3 clusters Score -491490.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -491511.406250 Penalty: 2732.687988
	Iteration 48Q: 3 clusters Score -491511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -491532.968750 Penalty: 2732.687988
	Iteration 49Q: 3 clusters Score -491533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -491551.906250 Penalty: 2732.687988
	Iteration 50Q: 3 clusters Score -491551.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -491569.156250 Penalty: 2732.687988
	Iteration 51Q: 3 clusters Score -491569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -491578.093750 Penalty: 2732.687988
	Iteration 52Q: 3 clusters Score -491578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -491583.750000 Penalty: 2732.687988
	Iteration 53Q: 3 clusters Score -491583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -491585.875000 Penalty: 2732.687988
	Iteration 54Q: 3 clusters Score -491585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -491587.937500 Penalty: 2732.687988
	Iteration 55Q: 3 clusters Score -491587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -491587.687500 Penalty: 2732.687988
	Iteration 56Q: 3 clusters Score -491587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -491588.937500 Penalty: 2732.687988
	Iteration 57Q: 3 clusters Score -491588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -491588.968750 Penalty: 2732.687988
	Iteration 58Q: 3 clusters Score -491589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -491589.781250 Penalty: 2732.687988
	Iteration 59Q: 3 clusters Score -491589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -491589.781250 Penalty: 2732.687988
	Iteration 60F: 3 clusters Score -491589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (96266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Entering Unmasked Estep 
Score: -10880455.000000 Penalty: 1864.666504
	Iteration 0F: 2 clusters Score -1.088046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -10816430.000000 Penalty: 3729.333008
	Iteration 0F: 3 clusters Score -1.081643e+07 nChanged 46056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -10842782.000000 Penalty: 3729.333008
	Iteration 1F: 3 clusters Score -1.084278e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -10843423.000000 Penalty: 3729.333008
	Iteration 2Q: 3 clusters Score -1.084342e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -10844148.000000 Penalty: 3729.333008
	Iteration 3Q: 3 clusters Score -1.084415e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -10844988.000000 Penalty: 3729.333008
	Iteration 4Q: 3 clusters Score -1.084499e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -10845950.000000 Penalty: 3729.333008
	Iteration 5Q: 3 clusters Score -1.084595e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -10847170.000000 Penalty: 3729.333008
	Iteration 6Q: 3 clusters Score -1.084717e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -10848870.000000 Penalty: 3729.333008
	Iteration 7Q: 3 clusters Score -1.084887e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -10851487.000000 Penalty: 3729.333008
	Iteration 8F: 3 clusters Score -1.085149e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -10855311.000000 Penalty: 3729.333008
	Iteration 9F: 3 clusters Score -1.085531e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -10860530.000000 Penalty: 3729.333008
	Iteration 10F: 3 clusters Score -1.086053e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -10865588.000000 Penalty: 3729.333008
	Iteration 11F: 3 clusters Score -1.086559e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -10868894.000000 Penalty: 3729.333008
	Iteration 12F: 3 clusters Score -1.086889e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -10870625.000000 Penalty: 3729.333008
	Iteration 13Q: 3 clusters Score -1.087062e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -10871645.000000 Penalty: 3729.333008
	Iteration 14Q: 3 clusters Score -1.087164e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -10872515.000000 Penalty: 3729.333008
	Iteration 15Q: 3 clusters Score -1.087252e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -10873228.000000 Penalty: 3729.333008
	Iteration 16Q: 3 clusters Score -1.087323e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -10873910.000000 Penalty: 3729.333008
	Iteration 17Q: 3 clusters Score -1.087391e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -10874519.000000 Penalty: 3729.333008
	Iteration 18Q: 3 clusters Score -1.087452e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -10875153.000000 Penalty: 3729.333008
	Iteration 19Q: 3 clusters Score -1.087515e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -10875567.000000 Penalty: 3729.333008
	Iteration 20F: 3 clusters Score -1.087557e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -10876028.000000 Penalty: 3729.333008
	Iteration 21Q: 3 clusters Score -1.087603e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -10876401.000000 Penalty: 3729.333008
	Iteration 22Q: 3 clusters Score -1.08764e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -10876617.000000 Penalty: 3729.333008
	Iteration 23Q: 3 clusters Score -1.087662e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -10876822.000000 Penalty: 3729.333008
	Iteration 24Q: 3 clusters Score -1.087682e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -10877066.000000 Penalty: 3729.333008
	Iteration 25Q: 3 clusters Score -1.087707e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -10877241.000000 Penalty: 3729.333008
	Iteration 26Q: 3 clusters Score -1.087724e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -10877434.000000 Penalty: 3729.333008
	Iteration 27Q: 3 clusters Score -1.087743e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -10877582.000000 Penalty: 3729.333008
	Iteration 28Q: 3 clusters Score -1.087758e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -10877675.000000 Penalty: 3729.333008
	Iteration 29Q: 3 clusters Score -1.087768e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -10877844.000000 Penalty: 3729.333008
	Iteration 30Q: 3 clusters Score -1.087784e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -10877939.000000 Penalty: 3729.333008
	Iteration 31Q: 3 clusters Score -1.087794e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -10878014.000000 Penalty: 3729.333008
	Iteration 32Q: 3 clusters Score -1.087801e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -10878066.000000 Penalty: 3729.333008
	Iteration 33Q: 3 clusters Score -1.087807e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10878144.000000 Penalty: 3729.333008
	Iteration 34Q: 3 clusters Score -1.087814e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -10878232.000000 Penalty: 3729.333008
	Iteration 35Q: 3 clusters Score -1.087823e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -10878269.000000 Penalty: 3729.333008
	Iteration 36Q: 3 clusters Score -1.087827e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 89326 members 
Entering Unmasked Estep 
Score: -10878362.000000 Penalty: 3729.333008
	Iteration 37Q: 3 clusters Score -1.087836e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -10878416.000000 Penalty: 3729.333008
	Iteration 38Q: 3 clusters Score -1.087842e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -10878470.000000 Penalty: 3729.333008
	Iteration 39Q: 3 clusters Score -1.087847e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10878585.000000 Penalty: 3729.333008
	Iteration 40F: 3 clusters Score -1.087858e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -10878660.000000 Penalty: 3729.333008
	Iteration 41Q: 3 clusters Score -1.087866e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -10878712.000000 Penalty: 3729.333008
	Iteration 42Q: 3 clusters Score -1.087871e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -10878774.000000 Penalty: 3729.333008
	Iteration 43Q: 3 clusters Score -1.087877e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -10878863.000000 Penalty: 3729.333008
	Iteration 44Q: 3 clusters Score -1.087886e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -10878920.000000 Penalty: 3729.333008
	Iteration 45Q: 3 clusters Score -1.087892e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -10878967.000000 Penalty: 3729.333008
	Iteration 46Q: 3 clusters Score -1.087897e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -10878987.000000 Penalty: 3729.333008
	Iteration 47Q: 3 clusters Score -1.087899e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -10879061.000000 Penalty: 3729.333008
	Iteration 48Q: 3 clusters Score -1.087906e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -10879101.000000 Penalty: 3729.333008
	Iteration 49Q: 3 clusters Score -1.08791e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -10879129.000000 Penalty: 3729.333008
	Iteration 50Q: 3 clusters Score -1.087913e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -10879157.000000 Penalty: 3729.333008
	Iteration 51Q: 3 clusters Score -1.087916e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -10879174.000000 Penalty: 3729.333008
	Iteration 52Q: 3 clusters Score -1.087917e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -10879192.000000 Penalty: 3729.333008
	Iteration 53Q: 3 clusters Score -1.087919e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -10879213.000000 Penalty: 3729.333008
	Iteration 54Q: 3 clusters Score -1.087921e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -10879213.000000 Penalty: 3729.333008
	Iteration 55Q: 3 clusters Score -1.087921e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -10879237.000000 Penalty: 3729.333008
	Iteration 56Q: 3 clusters Score -1.087924e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -10879256.000000 Penalty: 3729.333008
	Iteration 57Q: 3 clusters Score -1.087926e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -10879257.000000 Penalty: 3729.333008
	Iteration 58Q: 3 clusters Score -1.087926e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -10879280.000000 Penalty: 3729.333008
	Iteration 59Q: 3 clusters Score -1.087928e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -10879282.000000 Penalty: 3729.333008
	Iteration 60F: 3 clusters Score -1.087928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -10879278.000000 Penalty: 3729.333008
	Iteration 61Q: 3 clusters Score -1.087928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -10879297.000000 Penalty: 3729.333008
	Iteration 62Q: 3 clusters Score -1.08793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -10879297.000000 Penalty: 3729.333008
	Iteration 63Q: 3 clusters Score -1.08793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -10879308.000000 Penalty: 3729.333008
	Iteration 64Q: 3 clusters Score -1.087931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -10879306.000000 Penalty: 3729.333008
	Iteration 65Q: 3 clusters Score -1.087931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -10879319.000000 Penalty: 3729.333008
	Iteration 66Q: 3 clusters Score -1.087932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -10879316.000000 Penalty: 3729.333008
	Iteration 67Q: 3 clusters Score -1.087932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -10879329.000000 Penalty: 3729.333008
	Iteration 68Q: 3 clusters Score -1.087933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -10879323.000000 Penalty: 3729.333008
	Iteration 69Q: 3 clusters Score -1.087932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -10879324.000000 Penalty: 3729.333008
	Iteration 70Q: 3 clusters Score -1.087932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -10879334.000000 Penalty: 3729.333008
	Iteration 71Q: 3 clusters Score -1.087933e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -10879331.000000 Penalty: 3729.333008
	Iteration 72Q: 3 clusters Score -1.087933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -10879327.000000 Penalty: 3729.333008
	Iteration 73Q: 3 clusters Score -1.087933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -10879329.000000 Penalty: 3729.333008
	Iteration 74Q: 3 clusters Score -1.087933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -10879332.000000 Penalty: 3729.333008
	Iteration 75Q: 3 clusters Score -1.087933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -10879352.000000 Penalty: 3729.333008
	Iteration 76Q: 3 clusters Score -1.087935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -10879355.000000 Penalty: 3729.333008
	Iteration 77Q: 3 clusters Score -1.087936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -10879354.000000 Penalty: 3729.333008
	Iteration 78Q: 3 clusters Score -1.087935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -10879356.000000 Penalty: 3729.333008
	Iteration 79Q: 3 clusters Score -1.087936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -10879344.000000 Penalty: 3729.333008
	Iteration 80F: 3 clusters Score -1.087934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -10879345.000000 Penalty: 3729.333008
	Iteration 81Q: 3 clusters Score -1.087934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -10879349.000000 Penalty: 3729.333008
	Iteration 82Q: 3 clusters Score -1.087935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -10879349.000000 Penalty: 3729.333008
	Iteration 83Q: 3 clusters Score -1.087935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -10879348.000000 Penalty: 3729.333008
	Iteration 84Q: 3 clusters Score -1.087935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -10879339.000000 Penalty: 3729.333008
	Iteration 85Q: 3 clusters Score -1.087934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -10879348.000000 Penalty: 3729.333008
	Iteration 86Q: 3 clusters Score -1.087935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -10879348.000000 Penalty: 3729.333008
	Iteration 87Q: 3 clusters Score -1.087935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -10879354.000000 Penalty: 3729.333008
	Iteration 88Q: 3 clusters Score -1.087935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -10879356.000000 Penalty: 3729.333008
	Iteration 89Q: 3 clusters Score -1.087936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -10879353.000000 Penalty: 3729.333008
	Iteration 90Q: 3 clusters Score -1.087935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -10879339.000000 Penalty: 3729.333008
	Iteration 91Q: 3 clusters Score -1.087934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -10879337.000000 Penalty: 3729.333008
	Iteration 92Q: 3 clusters Score -1.087934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -10879339.000000 Penalty: 3729.333008
	Iteration 93Q: 3 clusters Score -1.087934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -10879338.000000 Penalty: 3729.333008
	Iteration 94Q: 3 clusters Score -1.087934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -10879338.000000 Penalty: 3729.333008
	Iteration 95Q: 3 clusters Score -1.087934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
Score: -10879338.000000 Penalty: 3729.333008
	Iteration 96Q: 3 clusters Score -1.087934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -10879338.000000 Penalty: 3729.333008
	Iteration 97Q: 3 clusters Score -1.087934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -10879338.000000 Penalty: 3729.333008
	Iteration 98F: 3 clusters Score -1.087934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Entering Unmasked Estep 
Score: -10008221.000000 Penalty: 1850.801636
	Iteration 0F: 2 clusters Score -1.000822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -9949484.000000 Penalty: 3701.603271
	Iteration 0F: 3 clusters Score -9949484 nChanged 42198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9973795.000000 Penalty: 3701.603271
	Iteration 1F: 3 clusters Score -9973795 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -9974550.000000 Penalty: 3701.603271
	Iteration 2Q: 3 clusters Score -9974550 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -9975593.000000 Penalty: 3701.603271
	Iteration 3Q: 3 clusters Score -9975593 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -9976971.000000 Penalty: 3701.603271
	Iteration 4Q: 3 clusters Score -9976971 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -9979263.000000 Penalty: 3701.603271
	Iteration 5F: 3 clusters Score -9979263 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -9982713.000000 Penalty: 3701.603271
	Iteration 6F: 3 clusters Score -9982713 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -9987875.000000 Penalty: 3701.603271
	Iteration 7F: 3 clusters Score -9987875 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -9993304.000000 Penalty: 3701.603271
	Iteration 8F: 3 clusters Score -9993304 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -9996715.000000 Penalty: 3701.603271
	Iteration 9F: 3 clusters Score -9996715 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -9998167.000000 Penalty: 3701.603271
	Iteration 10Q: 3 clusters Score -9998167 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9998953.000000 Penalty: 3701.603271
	Iteration 11Q: 3 clusters Score -9998953 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -9999722.000000 Penalty: 3701.603271
	Iteration 12Q: 3 clusters Score -9999722 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -10000343.000000 Penalty: 3701.603271
	Iteration 13Q: 3 clusters Score -1.000034e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -10000959.000000 Penalty: 3701.603271
	Iteration 14Q: 3 clusters Score -1.000096e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -10001588.000000 Penalty: 3701.603271
	Iteration 15Q: 3 clusters Score -1.000159e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -10002070.000000 Penalty: 3701.603271
	Iteration 16Q: 3 clusters Score -1.000207e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -10002487.000000 Penalty: 3701.603271
	Iteration 17Q: 3 clusters Score -1.000249e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -10002812.000000 Penalty: 3701.603271
	Iteration 18Q: 3 clusters Score -1.000281e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -10003033.000000 Penalty: 3701.603271
	Iteration 19Q: 3 clusters Score -1.000303e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -10003277.000000 Penalty: 3701.603271
	Iteration 20F: 3 clusters Score -1.000328e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -10003463.000000 Penalty: 3701.603271
	Iteration 21Q: 3 clusters Score -1.000346e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -10003636.000000 Penalty: 3701.603271
	Iteration 22Q: 3 clusters Score -1.000364e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -10003771.000000 Penalty: 3701.603271
	Iteration 23Q: 3 clusters Score -1.000377e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -10003831.000000 Penalty: 3701.603271
	Iteration 24Q: 3 clusters Score -1.000383e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -10003910.000000 Penalty: 3701.603271
	Iteration 25Q: 3 clusters Score -1.000391e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -10003943.000000 Penalty: 3701.603271
	Iteration 26Q: 3 clusters Score -1.000394e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -10004011.000000 Penalty: 3701.603271
	Iteration 27Q: 3 clusters Score -1.000401e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -10004091.000000 Penalty: 3701.603271
	Iteration 28Q: 3 clusters Score -1.000409e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -10004197.000000 Penalty: 3701.603271
	Iteration 29Q: 3 clusters Score -1.00042e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -10004222.000000 Penalty: 3701.603271
	Iteration 30Q: 3 clusters Score -1.000422e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -10004304.000000 Penalty: 3701.603271
	Iteration 31Q: 3 clusters Score -1.00043e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -10004334.000000 Penalty: 3701.603271
	Iteration 32Q: 3 clusters Score -1.000433e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -10004362.000000 Penalty: 3701.603271
	Iteration 33Q: 3 clusters Score -1.000436e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -10004434.000000 Penalty: 3701.603271
	Iteration 34Q: 3 clusters Score -1.000443e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -10004509.000000 Penalty: 3701.603271
	Iteration 35Q: 3 clusters Score -1.000451e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -10004546.000000 Penalty: 3701.603271
	Iteration 36Q: 3 clusters Score -1.000455e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -10004640.000000 Penalty: 3701.603271
	Iteration 37Q: 3 clusters Score -1.000464e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -10004690.000000 Penalty: 3701.603271
	Iteration 38Q: 3 clusters Score -1.000469e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -10004755.000000 Penalty: 3701.603271
	Iteration 39Q: 3 clusters Score -1.000476e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -10004841.000000 Penalty: 3701.603271
	Iteration 40F: 3 clusters Score -1.000484e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -10004903.000000 Penalty: 3701.603271
	Iteration 41Q: 3 clusters Score -1.00049e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -10005000.000000 Penalty: 3701.603271
	Iteration 42Q: 3 clusters Score -1.0005e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -10005069.000000 Penalty: 3701.603271
	Iteration 43Q: 3 clusters Score -1.000507e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -10005188.000000 Penalty: 3701.603271
	Iteration 44Q: 3 clusters Score -1.000519e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10005230.000000 Penalty: 3701.603271
	Iteration 45Q: 3 clusters Score -1.000523e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -10005276.000000 Penalty: 3701.603271
	Iteration 46Q: 3 clusters Score -1.000528e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -10005394.000000 Penalty: 3701.603271
	Iteration 47Q: 3 clusters Score -1.000539e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -10005465.000000 Penalty: 3701.603271
	Iteration 48Q: 3 clusters Score -1.000546e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -10005578.000000 Penalty: 3701.603271
	Iteration 49Q: 3 clusters Score -1.000558e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -10005665.000000 Penalty: 3701.603271
	Iteration 50Q: 3 clusters Score -1.000566e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -10005746.000000 Penalty: 3701.603271
	Iteration 51Q: 3 clusters Score -1.000575e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -10005867.000000 Penalty: 3701.603271
	Iteration 52Q: 3 clusters Score -1.000587e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -10005935.000000 Penalty: 3701.603271
	Iteration 53Q: 3 clusters Score -1.000594e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10006018.000000 Penalty: 3701.603271
	Iteration 54Q: 3 clusters Score -1.000602e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10006108.000000 Penalty: 3701.603271
	Iteration 55Q: 3 clusters Score -1.000611e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -10006203.000000 Penalty: 3701.603271
	Iteration 56Q: 3 clusters Score -1.00062e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -10006267.000000 Penalty: 3701.603271
	Iteration 57Q: 3 clusters Score -1.000627e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -10006352.000000 Penalty: 3701.603271
	Iteration 58Q: 3 clusters Score -1.000635e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -10006453.000000 Penalty: 3701.603271
	Iteration 59Q: 3 clusters Score -1.000645e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -10006581.000000 Penalty: 3701.603271
	Iteration 60F: 3 clusters Score -1.000658e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -10006647.000000 Penalty: 3701.603271
	Iteration 61Q: 3 clusters Score -1.000665e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -10006755.000000 Penalty: 3701.603271
	Iteration 62Q: 3 clusters Score -1.000676e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -10006822.000000 Penalty: 3701.603271
	Iteration 63Q: 3 clusters Score -1.000682e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -10006878.000000 Penalty: 3701.603271
	Iteration 64Q: 3 clusters Score -1.000688e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -10006875.000000 Penalty: 3701.603271
	Iteration 65Q: 3 clusters Score -1.000688e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -10006901.000000 Penalty: 3701.603271
	Iteration 66Q: 3 clusters Score -1.00069e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -10006921.000000 Penalty: 3701.603271
	Iteration 67Q: 3 clusters Score -1.000692e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -10006938.000000 Penalty: 3701.603271
	Iteration 68Q: 3 clusters Score -1.000694e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -10006948.000000 Penalty: 3701.603271
	Iteration 69Q: 3 clusters Score -1.000695e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -10006971.000000 Penalty: 3701.603271
	Iteration 70Q: 3 clusters Score -1.000697e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -10006948.000000 Penalty: 3701.603271
	Iteration 71Q: 3 clusters Score -1.000695e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -10006963.000000 Penalty: 3701.603271
	Iteration 72Q: 3 clusters Score -1.000696e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -10007025.000000 Penalty: 3701.603271
	Iteration 73Q: 3 clusters Score -1.000702e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -10006998.000000 Penalty: 3701.603271
	Iteration 74Q: 3 clusters Score -1.0007e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -10007011.000000 Penalty: 3701.603271
	Iteration 75Q: 3 clusters Score -1.000701e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -10007004.000000 Penalty: 3701.603271
	Iteration 76Q: 3 clusters Score -1.0007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -10007011.000000 Penalty: 3701.603271
	Iteration 77Q: 3 clusters Score -1.000701e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -10007027.000000 Penalty: 3701.603271
	Iteration 78Q: 3 clusters Score -1.000703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -10007028.000000 Penalty: 3701.603271
	Iteration 79Q: 3 clusters Score -1.000703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -10007037.000000 Penalty: 3701.603271
	Iteration 80F: 3 clusters Score -1.000704e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -10007037.000000 Penalty: 3701.603271
	Iteration 81Q: 3 clusters Score -1.000704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -10007040.000000 Penalty: 3701.603271
	Iteration 82Q: 3 clusters Score -1.000704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -10007051.000000 Penalty: 3701.603271
	Iteration 83Q: 3 clusters Score -1.000705e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -10007056.000000 Penalty: 3701.603271
	Iteration 84Q: 3 clusters Score -1.000706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -10007050.000000 Penalty: 3701.603271
	Iteration 85Q: 3 clusters Score -1.000705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -10007067.000000 Penalty: 3701.603271
	Iteration 86Q: 3 clusters Score -1.000707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -10007073.000000 Penalty: 3701.603271
	Iteration 87Q: 3 clusters Score -1.000707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -10007077.000000 Penalty: 3701.603271
	Iteration 88Q: 3 clusters Score -1.000708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -10007052.000000 Penalty: 3701.603271
	Iteration 89Q: 3 clusters Score -1.000705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -10007060.000000 Penalty: 3701.603271
	Iteration 90Q: 3 clusters Score -1.000706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -10007055.000000 Penalty: 3701.603271
	Iteration 91Q: 3 clusters Score -1.000706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -10007056.000000 Penalty: 3701.603271
	Iteration 92Q: 3 clusters Score -1.000706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -10007060.000000 Penalty: 3701.603271
	Iteration 93Q: 3 clusters Score -1.000706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -10007056.000000 Penalty: 3701.603271
	Iteration 94Q: 3 clusters Score -1.000706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -10007062.000000 Penalty: 3701.603271
	Iteration 95Q: 3 clusters Score -1.000706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -10007070.000000 Penalty: 3701.603271
	Iteration 96Q: 3 clusters Score -1.000707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -10007066.000000 Penalty: 3701.603271
	Iteration 97Q: 3 clusters Score -1.000707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -10007063.000000 Penalty: 3701.603271
	Iteration 98Q: 3 clusters Score -1.000706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -10007062.000000 Penalty: 3701.603271
	Iteration 99Q: 3 clusters Score -1.000706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10007069.000000 Penalty: 3701.603271
	Iteration 100F: 3 clusters Score -1.000707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -10007067.000000 Penalty: 3701.603271
	Iteration 101Q: 3 clusters Score -1.000707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -10007065.000000 Penalty: 3701.603271
	Iteration 102Q: 3 clusters Score -1.000706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -10007072.000000 Penalty: 3701.603271
	Iteration 103Q: 3 clusters Score -1.000707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -10007067.000000 Penalty: 3701.603271
	Iteration 104Q: 3 clusters Score -1.000707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10007072.000000 Penalty: 3701.603271
	Iteration 105Q: 3 clusters Score -1.000707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -10007073.000000 Penalty: 3701.603271
	Iteration 106Q: 3 clusters Score -1.000707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -10007073.000000 Penalty: 3701.603271
	Iteration 107Q: 3 clusters Score -1.000707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -10007069.000000 Penalty: 3701.603271
	Iteration 108Q: 3 clusters Score -1.000707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -10007072.000000 Penalty: 3701.603271
	Iteration 109Q: 3 clusters Score -1.000707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -10007070.000000 Penalty: 3701.603271
	Iteration 110Q: 3 clusters Score -1.000707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -10007067.000000 Penalty: 3701.603271
	Iteration 111Q: 3 clusters Score -1.000707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -10007065.000000 Penalty: 3701.603271
	Iteration 112Q: 3 clusters Score -1.000706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -10007065.000000 Penalty: 3701.603271
	Iteration 113Q: 3 clusters Score -1.000706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -10007070.000000 Penalty: 3701.603271
	Iteration 114Q: 3 clusters Score -1.000707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -10007080.000000 Penalty: 3701.603271
	Iteration 115Q: 3 clusters Score -1.000708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
Score: -10007075.000000 Penalty: 3701.603271
	Iteration 116Q: 3 clusters Score -1.000708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -10007076.000000 Penalty: 3701.603271
	Iteration 117Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -10007081.000000 Penalty: 3701.603271
	Iteration 118Q: 3 clusters Score -1.000708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -10007079.000000 Penalty: 3701.603271
	Iteration 119Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -10007081.000000 Penalty: 3701.603271
	Iteration 120F: 3 clusters Score -1.000708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -10007086.000000 Penalty: 3701.603271
	Iteration 121Q: 3 clusters Score -1.000709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -10007077.000000 Penalty: 3701.603271
	Iteration 122Q: 3 clusters Score -1.000708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -10007081.000000 Penalty: 3701.603271
	Iteration 123Q: 3 clusters Score -1.000708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -10007085.000000 Penalty: 3701.603271
	Iteration 124Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -10007076.000000 Penalty: 3701.603271
	Iteration 125Q: 3 clusters Score -1.000708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -10007077.000000 Penalty: 3701.603271
	Iteration 126Q: 3 clusters Score -1.000708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -10007080.000000 Penalty: 3701.603271
	Iteration 127Q: 3 clusters Score -1.000708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -10007082.000000 Penalty: 3701.603271
	Iteration 128Q: 3 clusters Score -1.000708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -10007084.000000 Penalty: 3701.603271
	Iteration 129Q: 3 clusters Score -1.000708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -10007084.000000 Penalty: 3701.603271
	Iteration 130Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10007081.000000 Penalty: 3701.603271
	Iteration 131Q: 3 clusters Score -1.000708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -10007090.000000 Penalty: 3701.603271
	Iteration 132Q: 3 clusters Score -1.000709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -10007082.000000 Penalty: 3701.603271
	Iteration 133Q: 3 clusters Score -1.000708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -10007089.000000 Penalty: 3701.603271
	Iteration 134Q: 3 clusters Score -1.000709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -10007091.000000 Penalty: 3701.603271
	Iteration 135Q: 3 clusters Score -1.000709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -10007102.000000 Penalty: 3701.603271
	Iteration 136Q: 3 clusters Score -1.00071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -10007100.000000 Penalty: 3701.603271
	Iteration 137Q: 3 clusters Score -1.00071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -10007103.000000 Penalty: 3701.603271
	Iteration 138Q: 3 clusters Score -1.00071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -10007100.000000 Penalty: 3701.603271
	Iteration 139Q: 3 clusters Score -1.00071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -10007104.000000 Penalty: 3701.603271
	Iteration 140F: 3 clusters Score -1.00071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -10007104.000000 Penalty: 3701.603271
	Iteration 141Q: 3 clusters Score -1.00071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -10007098.000000 Penalty: 3701.603271
	Iteration 142Q: 3 clusters Score -1.00071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -10007098.000000 Penalty: 3701.603271
	Iteration 143F: 3 clusters Score -1.00071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (138631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Entering Unmasked Estep 
Score: -15604927.000000 Penalty: 1923.930298
	Iteration 0F: 2 clusters Score -1.560493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -15516615.000000 Penalty: 3847.860596
	Iteration 0F: 3 clusters Score -1.551662e+07 nChanged 66737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -15555836.000000 Penalty: 3847.860596
	Iteration 1F: 3 clusters Score -1.555584e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -15557016.000000 Penalty: 3847.860596
	Iteration 2Q: 3 clusters Score -1.555702e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -15558826.000000 Penalty: 3847.860596
	Iteration 3Q: 3 clusters Score -1.555883e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -15561385.000000 Penalty: 3847.860596
	Iteration 4Q: 3 clusters Score -1.556138e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -15565683.000000 Penalty: 3847.860596
	Iteration 5F: 3 clusters Score -1.556568e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -15571460.000000 Penalty: 3847.860596
	Iteration 6F: 3 clusters Score -1.557146e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -15578604.000000 Penalty: 3847.860596
	Iteration 7F: 3 clusters Score -1.55786e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -15585256.000000 Penalty: 3847.860596
	Iteration 8F: 3 clusters Score -1.558526e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -15589925.000000 Penalty: 3847.860596
	Iteration 9F: 3 clusters Score -1.558992e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -15592379.000000 Penalty: 3847.860596
	Iteration 10Q: 3 clusters Score -1.559238e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 110645 members 
Entering Unmasked Estep 
Score: -15593367.000000 Penalty: 3847.860596
	Iteration 11Q: 3 clusters Score -1.559337e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
Score: -15593963.000000 Penalty: 3847.860596
	Iteration 12Q: 3 clusters Score -1.559396e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -15594324.000000 Penalty: 3847.860596
	Iteration 13Q: 3 clusters Score -1.559432e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -15594675.000000 Penalty: 3847.860596
	Iteration 14Q: 3 clusters Score -1.559468e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 115261 members 
Entering Unmasked Estep 
Score: -15595071.000000 Penalty: 3847.860596
	Iteration 15Q: 3 clusters Score -1.559507e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -15595465.000000 Penalty: 3847.860596
	Iteration 16Q: 3 clusters Score -1.559546e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 117293 members 
Entering Unmasked Estep 
Score: -15595850.000000 Penalty: 3847.860596
	Iteration 17Q: 3 clusters Score -1.559585e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -15596186.000000 Penalty: 3847.860596
	Iteration 18Q: 3 clusters Score -1.559619e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -15596434.000000 Penalty: 3847.860596
	Iteration 19Q: 3 clusters Score -1.559643e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -15596828.000000 Penalty: 3847.860596
	Iteration 20F: 3 clusters Score -1.559683e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -15597191.000000 Penalty: 3847.860596
	Iteration 21Q: 3 clusters Score -1.559719e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 122033 members 
Entering Unmasked Estep 
Score: -15597462.000000 Penalty: 3847.860596
	Iteration 22Q: 3 clusters Score -1.559746e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -15597776.000000 Penalty: 3847.860596
	Iteration 23Q: 3 clusters Score -1.559778e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 123788 members 
Entering Unmasked Estep 
Score: -15598068.000000 Penalty: 3847.860596
	Iteration 24Q: 3 clusters Score -1.559807e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -15598354.000000 Penalty: 3847.860596
	Iteration 25Q: 3 clusters Score -1.559835e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -15598657.000000 Penalty: 3847.860596
	Iteration 26Q: 3 clusters Score -1.559866e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -15598932.000000 Penalty: 3847.860596
	Iteration 27Q: 3 clusters Score -1.559893e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -15599196.000000 Penalty: 3847.860596
	Iteration 28Q: 3 clusters Score -1.55992e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -15599405.000000 Penalty: 3847.860596
	Iteration 29Q: 3 clusters Score -1.55994e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -15599557.000000 Penalty: 3847.860596
	Iteration 30Q: 3 clusters Score -1.559956e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -15599790.000000 Penalty: 3847.860596
	Iteration 31Q: 3 clusters Score -1.559979e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -15599967.000000 Penalty: 3847.860596
	Iteration 32Q: 3 clusters Score -1.559997e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 129748 members 
Entering Unmasked Estep 
Score: -15600125.000000 Penalty: 3847.860596
	Iteration 33Q: 3 clusters Score -1.560012e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 130307 members 
Entering Unmasked Estep 
Score: -15600305.000000 Penalty: 3847.860596
	Iteration 34Q: 3 clusters Score -1.56003e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -15600541.000000 Penalty: 3847.860596
	Iteration 35Q: 3 clusters Score -1.560054e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 131341 members 
Entering Unmasked Estep 
Score: -15600761.000000 Penalty: 3847.860596
	Iteration 36Q: 3 clusters Score -1.560076e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 131851 members 
Entering Unmasked Estep 
Score: -15601010.000000 Penalty: 3847.860596
	Iteration 37Q: 3 clusters Score -1.560101e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -15601203.000000 Penalty: 3847.860596
	Iteration 38Q: 3 clusters Score -1.56012e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -15601396.000000 Penalty: 3847.860596
	Iteration 39Q: 3 clusters Score -1.56014e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -15601586.000000 Penalty: 3847.860596
	Iteration 40F: 3 clusters Score -1.560159e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 133523 members 
Entering Unmasked Estep 
Score: -15601722.000000 Penalty: 3847.860596
	Iteration 41Q: 3 clusters Score -1.560172e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 133835 members 
Entering Unmasked Estep 
Score: -15601863.000000 Penalty: 3847.860596
	Iteration 42Q: 3 clusters Score -1.560186e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 134104 members 
Entering Unmasked Estep 
Score: -15601952.000000 Penalty: 3847.860596
	Iteration 43Q: 3 clusters Score -1.560195e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 134344 members 
Entering Unmasked Estep 
Score: -15601999.000000 Penalty: 3847.860596
	Iteration 44Q: 3 clusters Score -1.5602e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -15602059.000000 Penalty: 3847.860596
	Iteration 45Q: 3 clusters Score -1.560206e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 134716 members 
Entering Unmasked Estep 
Score: -15602163.000000 Penalty: 3847.860596
	Iteration 46Q: 3 clusters Score -1.560216e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -15602221.000000 Penalty: 3847.860596
	Iteration 47Q: 3 clusters Score -1.560222e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 135016 members 
Entering Unmasked Estep 
Score: -15602242.000000 Penalty: 3847.860596
	Iteration 48Q: 3 clusters Score -1.560224e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
Score: -15602302.000000 Penalty: 3847.860596
	Iteration 49Q: 3 clusters Score -1.56023e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -15602358.000000 Penalty: 3847.860596
	Iteration 50Q: 3 clusters Score -1.560236e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -15602402.000000 Penalty: 3847.860596
	Iteration 51Q: 3 clusters Score -1.56024e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 135489 members 
Entering Unmasked Estep 
Score: -15602439.000000 Penalty: 3847.860596
	Iteration 52Q: 3 clusters Score -1.560244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -15602489.000000 Penalty: 3847.860596
	Iteration 53Q: 3 clusters Score -1.560249e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -15602505.000000 Penalty: 3847.860596
	Iteration 54Q: 3 clusters Score -1.56025e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -15602535.000000 Penalty: 3847.860596
	Iteration 55Q: 3 clusters Score -1.560254e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -15602573.000000 Penalty: 3847.860596
	Iteration 56Q: 3 clusters Score -1.560257e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -15602609.000000 Penalty: 3847.860596
	Iteration 57Q: 3 clusters Score -1.560261e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
Score: -15602656.000000 Penalty: 3847.860596
	Iteration 58Q: 3 clusters Score -1.560266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -15602672.000000 Penalty: 3847.860596
	Iteration 59Q: 3 clusters Score -1.560267e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -15602723.000000 Penalty: 3847.860596
	Iteration 60F: 3 clusters Score -1.560272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -15602751.000000 Penalty: 3847.860596
	Iteration 61Q: 3 clusters Score -1.560275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 136256 members 
Entering Unmasked Estep 
Score: -15602799.000000 Penalty: 3847.860596
	Iteration 62Q: 3 clusters Score -1.56028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -15602812.000000 Penalty: 3847.860596
	Iteration 63Q: 3 clusters Score -1.560281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -15602844.000000 Penalty: 3847.860596
	Iteration 64Q: 3 clusters Score -1.560284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 136368 members 
Entering Unmasked Estep 
Score: -15602855.000000 Penalty: 3847.860596
	Iteration 65Q: 3 clusters Score -1.560286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 136400 members 
Entering Unmasked Estep 
Score: -15602875.000000 Penalty: 3847.860596
	Iteration 66Q: 3 clusters Score -1.560288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -15602900.000000 Penalty: 3847.860596
	Iteration 67Q: 3 clusters Score -1.56029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 136451 members 
Entering Unmasked Estep 
Score: -15602911.000000 Penalty: 3847.860596
	Iteration 68Q: 3 clusters Score -1.560291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -15602924.000000 Penalty: 3847.860596
	Iteration 69Q: 3 clusters Score -1.560292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -15602938.000000 Penalty: 3847.860596
	Iteration 70Q: 3 clusters Score -1.560294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -15602959.000000 Penalty: 3847.860596
	Iteration 71Q: 3 clusters Score -1.560296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -15602967.000000 Penalty: 3847.860596
	Iteration 72Q: 3 clusters Score -1.560297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -15602989.000000 Penalty: 3847.860596
	Iteration 73Q: 3 clusters Score -1.560299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 136575 members 
Entering Unmasked Estep 
Score: -15602993.000000 Penalty: 3847.860596
	Iteration 74Q: 3 clusters Score -1.560299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -15603002.000000 Penalty: 3847.860596
	Iteration 75Q: 3 clusters Score -1.5603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -15602999.000000 Penalty: 3847.860596
	Iteration 76Q: 3 clusters Score -1.5603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 136593 members 
Entering Unmasked Estep 
Score: -15603007.000000 Penalty: 3847.860596
	Iteration 77Q: 3 clusters Score -1.560301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 136597 members 
Entering Unmasked Estep 
Score: -15603003.000000 Penalty: 3847.860596
	Iteration 78Q: 3 clusters Score -1.5603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -15603007.000000 Penalty: 3847.860596
	Iteration 79Q: 3 clusters Score -1.560301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 136604 members 
Entering Unmasked Estep 
Score: -15603009.000000 Penalty: 3847.860596
	Iteration 80F: 3 clusters Score -1.560301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -15603017.000000 Penalty: 3847.860596
	Iteration 81Q: 3 clusters Score -1.560302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -15603011.000000 Penalty: 3847.860596
	Iteration 82Q: 3 clusters Score -1.560301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -15603011.000000 Penalty: 3847.860596
	Iteration 83F: 3 clusters Score -1.560301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Entering Unmasked Estep 
Score: -1332355.500000 Penalty: 1520.924683
	Iteration 0F: 2 clusters Score -1332356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1324147.250000 Penalty: 3041.849365
	Iteration 0F: 3 clusters Score -1324147 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1326908.000000 Penalty: 3041.849365
	Iteration 1F: 3 clusters Score -1326908 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1327189.750000 Penalty: 3041.849365
	Iteration 2F: 3 clusters Score -1327190 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1327424.125000 Penalty: 3041.849365
	Iteration 3Q: 3 clusters Score -1327424 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1327634.125000 Penalty: 3041.849365
	Iteration 4Q: 3 clusters Score -1327634 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1327873.875000 Penalty: 3041.849365
	Iteration 5Q: 3 clusters Score -1327874 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1328150.625000 Penalty: 3041.849365
	Iteration 6Q: 3 clusters Score -1328151 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1328455.125000 Penalty: 3041.849365
	Iteration 7Q: 3 clusters Score -1328455 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1328776.500000 Penalty: 3041.849365
	Iteration 8Q: 3 clusters Score -1328776 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1329123.500000 Penalty: 3041.849365
	Iteration 9Q: 3 clusters Score -1329124 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1329483.500000 Penalty: 3041.849365
	Iteration 10Q: 3 clusters Score -1329484 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1329827.250000 Penalty: 3041.849365
	Iteration 11Q: 3 clusters Score -1329827 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1330045.000000 Penalty: 3041.849365
	Iteration 12Q: 3 clusters Score -1330045 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1330163.375000 Penalty: 3041.849365
	Iteration 13Q: 3 clusters Score -1330163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1330237.875000 Penalty: 3041.849365
	Iteration 14Q: 3 clusters Score -1330238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1330294.250000 Penalty: 3041.849365
	Iteration 15Q: 3 clusters Score -1330294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1330341.625000 Penalty: 3041.849365
	Iteration 16Q: 3 clusters Score -1330342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1330384.625000 Penalty: 3041.849365
	Iteration 17Q: 3 clusters Score -1330385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1330417.875000 Penalty: 3041.849365
	Iteration 18Q: 3 clusters Score -1330418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1330463.875000 Penalty: 3041.849365
	Iteration 19Q: 3 clusters Score -1330464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1330506.875000 Penalty: 3041.849365
	Iteration 20F: 3 clusters Score -1330507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1330540.875000 Penalty: 3041.849365
	Iteration 21Q: 3 clusters Score -1330541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1330589.375000 Penalty: 3041.849365
	Iteration 22Q: 3 clusters Score -1330589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1330622.000000 Penalty: 3041.849365
	Iteration 23Q: 3 clusters Score -1330622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1330653.500000 Penalty: 3041.849365
	Iteration 24Q: 3 clusters Score -1330654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1330685.625000 Penalty: 3041.849365
	Iteration 25Q: 3 clusters Score -1330686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1330716.625000 Penalty: 3041.849365
	Iteration 26Q: 3 clusters Score -1330717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1330749.750000 Penalty: 3041.849365
	Iteration 27Q: 3 clusters Score -1330750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1330778.125000 Penalty: 3041.849365
	Iteration 28Q: 3 clusters Score -1330778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1330810.500000 Penalty: 3041.849365
	Iteration 29Q: 3 clusters Score -1330810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1330824.875000 Penalty: 3041.849365
	Iteration 30Q: 3 clusters Score -1330825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1330847.375000 Penalty: 3041.849365
	Iteration 31Q: 3 clusters Score -1330847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1330868.375000 Penalty: 3041.849365
	Iteration 32Q: 3 clusters Score -1330868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1330885.750000 Penalty: 3041.849365
	Iteration 33Q: 3 clusters Score -1330886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1330899.750000 Penalty: 3041.849365
	Iteration 34Q: 3 clusters Score -1330900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1330909.750000 Penalty: 3041.849365
	Iteration 35Q: 3 clusters Score -1330910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1330920.625000 Penalty: 3041.849365
	Iteration 36Q: 3 clusters Score -1330921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1330927.500000 Penalty: 3041.849365
	Iteration 37Q: 3 clusters Score -1330928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1330937.000000 Penalty: 3041.849365
	Iteration 38Q: 3 clusters Score -1330937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1330943.250000 Penalty: 3041.849365
	Iteration 39Q: 3 clusters Score -1330943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1330949.750000 Penalty: 3041.849365
	Iteration 40F: 3 clusters Score -1330950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1330951.625000 Penalty: 3041.849365
	Iteration 41Q: 3 clusters Score -1330952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1330955.875000 Penalty: 3041.849365
	Iteration 42Q: 3 clusters Score -1330956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1330961.625000 Penalty: 3041.849365
	Iteration 43Q: 3 clusters Score -1330962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1330969.375000 Penalty: 3041.849365
	Iteration 44Q: 3 clusters Score -1330969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1330974.250000 Penalty: 3041.849365
	Iteration 45Q: 3 clusters Score -1330974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1330979.125000 Penalty: 3041.849365
	Iteration 46Q: 3 clusters Score -1330979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1330985.000000 Penalty: 3041.849365
	Iteration 47Q: 3 clusters Score -1330985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1330989.125000 Penalty: 3041.849365
	Iteration 48Q: 3 clusters Score -1330989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1330991.500000 Penalty: 3041.849365
	Iteration 49Q: 3 clusters Score -1330992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1330993.125000 Penalty: 3041.849365
	Iteration 50Q: 3 clusters Score -1330993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1330990.500000 Penalty: 3041.849365
	Iteration 51Q: 3 clusters Score -1330990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1330993.125000 Penalty: 3041.849365
	Iteration 52Q: 3 clusters Score -1330993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1330993.875000 Penalty: 3041.849365
	Iteration 53Q: 3 clusters Score -1330994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1330996.250000 Penalty: 3041.849365
	Iteration 54Q: 3 clusters Score -1330996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1330996.375000 Penalty: 3041.849365
	Iteration 55Q: 3 clusters Score -1330996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1330997.125000 Penalty: 3041.849365
	Iteration 56Q: 3 clusters Score -1330997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1330998.000000 Penalty: 3041.849365
	Iteration 57Q: 3 clusters Score -1330998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1330999.000000 Penalty: 3041.849365
	Iteration 58Q: 3 clusters Score -1330999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1330998.750000 Penalty: 3041.849365
	Iteration 59Q: 3 clusters Score -1330999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1330998.750000 Penalty: 3041.849365
	Iteration 60F: 3 clusters Score -1330999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1331001.625000 Penalty: 3041.849365
	Iteration 61Q: 3 clusters Score -1331002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1331001.625000 Penalty: 3041.849365
	Iteration 62Q: 3 clusters Score -1331002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1331001.750000 Penalty: 3041.849365
	Iteration 63Q: 3 clusters Score -1331002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1331004.625000 Penalty: 3041.849365
	Iteration 64Q: 3 clusters Score -1331005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1331005.875000 Penalty: 3041.849365
	Iteration 65Q: 3 clusters Score -1331006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1331007.250000 Penalty: 3041.849365
	Iteration 66Q: 3 clusters Score -1331007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1331007.625000 Penalty: 3041.849365
	Iteration 67Q: 3 clusters Score -1331008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1331010.375000 Penalty: 3041.849365
	Iteration 68Q: 3 clusters Score -1331010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1331010.000000 Penalty: 3041.849365
	Iteration 69Q: 3 clusters Score -1331010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1331011.000000 Penalty: 3041.849365
	Iteration 70Q: 3 clusters Score -1331011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1331014.750000 Penalty: 3041.849365
	Iteration 71Q: 3 clusters Score -1331015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1331014.375000 Penalty: 3041.849365
	Iteration 72Q: 3 clusters Score -1331014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1331017.750000 Penalty: 3041.849365
	Iteration 73Q: 3 clusters Score -1331018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1331018.875000 Penalty: 3041.849365
	Iteration 74Q: 3 clusters Score -1331019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1331019.625000 Penalty: 3041.849365
	Iteration 75Q: 3 clusters Score -1331020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1331018.750000 Penalty: 3041.849365
	Iteration 76Q: 3 clusters Score -1331019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1331019.250000 Penalty: 3041.849365
	Iteration 77Q: 3 clusters Score -1331019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1331018.375000 Penalty: 3041.849365
	Iteration 78Q: 3 clusters Score -1331018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1331019.125000 Penalty: 3041.849365
	Iteration 79Q: 3 clusters Score -1331019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1331019.500000 Penalty: 3041.849365
	Iteration 80F: 3 clusters Score -1331020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1331018.375000 Penalty: 3041.849365
	Iteration 81Q: 3 clusters Score -1331018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1331018.375000 Penalty: 3041.849365
	Iteration 82F: 3 clusters Score -1331018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -16588.617188 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -16588.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15907.340820 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -15907.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16023.814453 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -16023.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16042.005859 Penalty: 1723.573975
	Iteration 2Q: 3 clusters Score -16042.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16060.588867 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -16060.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16065.140625 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -16065.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16069.544922 Penalty: 1723.573975
	Iteration 5Q: 3 clusters Score -16069.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16069.544922 Penalty: 1723.573975
	Iteration 6F: 3 clusters Score -16069.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Entering Unmasked Estep 
Score: -9922551.000000 Penalty: 1851.604858
	Iteration 0F: 2 clusters Score -9922551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -9863314.000000 Penalty: 3703.209717
	Iteration 0F: 3 clusters Score -9863314 nChanged 42412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -9888192.000000 Penalty: 3703.209717
	Iteration 1F: 3 clusters Score -9888192 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -9889286.000000 Penalty: 3703.209717
	Iteration 2Q: 3 clusters Score -9889286 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -9890934.000000 Penalty: 3703.209717
	Iteration 3Q: 3 clusters Score -9890934 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -9893412.000000 Penalty: 3703.209717
	Iteration 4F: 3 clusters Score -9893412 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -9897448.000000 Penalty: 3703.209717
	Iteration 5F: 3 clusters Score -9897448 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -9902482.000000 Penalty: 3703.209717
	Iteration 6F: 3 clusters Score -9902482 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -9908273.000000 Penalty: 3703.209717
	Iteration 7F: 3 clusters Score -9908273 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -9913519.000000 Penalty: 3703.209717
	Iteration 8F: 3 clusters Score -9913519 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9917061.000000 Penalty: 3703.209717
	Iteration 9Q: 3 clusters Score -9917061 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -9918950.000000 Penalty: 3703.209717
	Iteration 10Q: 3 clusters Score -9918950 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9919924.000000 Penalty: 3703.209717
	Iteration 11Q: 3 clusters Score -9919924 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9920433.000000 Penalty: 3703.209717
	Iteration 12Q: 3 clusters Score -9920433 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9920688.000000 Penalty: 3703.209717
	Iteration 13Q: 3 clusters Score -9920688 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9920821.000000 Penalty: 3703.209717
	Iteration 14Q: 3 clusters Score -9920821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9920911.000000 Penalty: 3703.209717
	Iteration 15Q: 3 clusters Score -9920911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9920962.000000 Penalty: 3703.209717
	Iteration 16Q: 3 clusters Score -9920962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9920977.000000 Penalty: 3703.209717
	Iteration 17Q: 3 clusters Score -9920977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9921009.000000 Penalty: 3703.209717
	Iteration 18Q: 3 clusters Score -9921009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9921032.000000 Penalty: 3703.209717
	Iteration 19Q: 3 clusters Score -9921032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9921049.000000 Penalty: 3703.209717
	Iteration 20F: 3 clusters Score -9921049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9921048.000000 Penalty: 3703.209717
	Iteration 21Q: 3 clusters Score -9921048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9921057.000000 Penalty: 3703.209717
	Iteration 22Q: 3 clusters Score -9921057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9921063.000000 Penalty: 3703.209717
	Iteration 23Q: 3 clusters Score -9921063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9921069.000000 Penalty: 3703.209717
	Iteration 24Q: 3 clusters Score -9921069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9921076.000000 Penalty: 3703.209717
	Iteration 25Q: 3 clusters Score -9921076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9921076.000000 Penalty: 3703.209717
	Iteration 26F: 3 clusters Score -9921076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Entering Unmasked Estep 
Score: -2151143.500000 Penalty: 1597.960205
	Iteration 0F: 2 clusters Score -2151144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2138486.500000 Penalty: 3195.920410
	Iteration 0F: 3 clusters Score -2138486 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2142858.750000 Penalty: 3195.920410
	Iteration 1F: 3 clusters Score -2142859 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2143106.250000 Penalty: 3195.920410
	Iteration 2Q: 3 clusters Score -2143106 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2143321.750000 Penalty: 3195.920410
	Iteration 3Q: 3 clusters Score -2143322 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2143526.500000 Penalty: 3195.920410
	Iteration 4Q: 3 clusters Score -2143526 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2143733.750000 Penalty: 3195.920410
	Iteration 5Q: 3 clusters Score -2143734 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2143995.250000 Penalty: 3195.920410
	Iteration 6Q: 3 clusters Score -2143995 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2144294.500000 Penalty: 3195.920410
	Iteration 7Q: 3 clusters Score -2144294 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2144688.750000 Penalty: 3195.920410
	Iteration 8Q: 3 clusters Score -2144689 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2145200.750000 Penalty: 3195.920410
	Iteration 9Q: 3 clusters Score -2145201 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2145901.750000 Penalty: 3195.920410
	Iteration 10F: 3 clusters Score -2145902 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2146667.750000 Penalty: 3195.920410
	Iteration 11F: 3 clusters Score -2146668 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2147403.750000 Penalty: 3195.920410
	Iteration 12Q: 3 clusters Score -2147404 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2147991.250000 Penalty: 3195.920410
	Iteration 13Q: 3 clusters Score -2147991 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2148460.500000 Penalty: 3195.920410
	Iteration 14Q: 3 clusters Score -2148460 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2148786.750000 Penalty: 3195.920410
	Iteration 15Q: 3 clusters Score -2148787 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2149002.000000 Penalty: 3195.920410
	Iteration 16Q: 3 clusters Score -2149002 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2149158.000000 Penalty: 3195.920410
	Iteration 17Q: 3 clusters Score -2149158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2149294.000000 Penalty: 3195.920410
	Iteration 18Q: 3 clusters Score -2149294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2149379.000000 Penalty: 3195.920410
	Iteration 19Q: 3 clusters Score -2149379 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2149429.000000 Penalty: 3195.920410
	Iteration 20F: 3 clusters Score -2149429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2149488.500000 Penalty: 3195.920410
	Iteration 21Q: 3 clusters Score -2149488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2149528.250000 Penalty: 3195.920410
	Iteration 22Q: 3 clusters Score -2149528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2149558.500000 Penalty: 3195.920410
	Iteration 23Q: 3 clusters Score -2149558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2149585.000000 Penalty: 3195.920410
	Iteration 24Q: 3 clusters Score -2149585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2149610.750000 Penalty: 3195.920410
	Iteration 25Q: 3 clusters Score -2149611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2149626.750000 Penalty: 3195.920410
	Iteration 26Q: 3 clusters Score -2149627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2149648.750000 Penalty: 3195.920410
	Iteration 27Q: 3 clusters Score -2149649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2149659.500000 Penalty: 3195.920410
	Iteration 28Q: 3 clusters Score -2149660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2149666.000000 Penalty: 3195.920410
	Iteration 29Q: 3 clusters Score -2149666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2149674.000000 Penalty: 3195.920410
	Iteration 30Q: 3 clusters Score -2149674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2149677.500000 Penalty: 3195.920410
	Iteration 31Q: 3 clusters Score -2149678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2149683.500000 Penalty: 3195.920410
	Iteration 32Q: 3 clusters Score -2149684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2149683.250000 Penalty: 3195.920410
	Iteration 33Q: 3 clusters Score -2149683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2149694.500000 Penalty: 3195.920410
	Iteration 34Q: 3 clusters Score -2149694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2149706.000000 Penalty: 3195.920410
	Iteration 35Q: 3 clusters Score -2149706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2149715.750000 Penalty: 3195.920410
	Iteration 36Q: 3 clusters Score -2149716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2149716.750000 Penalty: 3195.920410
	Iteration 37Q: 3 clusters Score -2149717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2149723.500000 Penalty: 3195.920410
	Iteration 38Q: 3 clusters Score -2149724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2149721.000000 Penalty: 3195.920410
	Iteration 39Q: 3 clusters Score -2149721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2149726.750000 Penalty: 3195.920410
	Iteration 40F: 3 clusters Score -2149727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2149727.500000 Penalty: 3195.920410
	Iteration 41Q: 3 clusters Score -2149728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2149731.750000 Penalty: 3195.920410
	Iteration 42Q: 3 clusters Score -2149732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2149733.250000 Penalty: 3195.920410
	Iteration 43Q: 3 clusters Score -2149733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2149732.250000 Penalty: 3195.920410
	Iteration 44Q: 3 clusters Score -2149732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2149732.250000 Penalty: 3195.920410
	Iteration 45F: 3 clusters Score -2149732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10396 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40956 members 
Mstep: Class 7 contains 70835 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 96266 members 
Mstep: Class 13 contains 88393 members 
Mstep: Class 14 contains 138631 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 18650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742528.000000 Penalty: 30212.712891
Iteration 239Q: 15 clusters Score -6.474253e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10391 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40929 members 
Mstep: Class 7 contains 70845 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 96151 members 
Mstep: Class 13 contains 88390 members 
Mstep: Class 14 contains 138739 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 18683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742492.000000 Penalty: 30212.712891
Iteration 240F: 15 clusters Score -6.474249e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40905 members 
Mstep: Class 7 contains 70853 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 96038 members 
Mstep: Class 13 contains 88397 members 
Mstep: Class 14 contains 138828 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 18724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742424.000000 Penalty: 30212.712891
Iteration 241Q: 15 clusters Score -6.474242e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40881 members 
Mstep: Class 7 contains 70859 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 95917 members 
Mstep: Class 13 contains 88401 members 
Mstep: Class 14 contains 138931 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 19 contains 18763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742464.000000 Penalty: 30212.712891
Iteration 242Q: 15 clusters Score -6.474246e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40858 members 
Mstep: Class 7 contains 70861 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 95824 members 
Mstep: Class 13 contains 88418 members 
Mstep: Class 14 contains 139008 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 18794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742480.000000 Penalty: 30212.712891
Iteration 243Q: 15 clusters Score -6.474248e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40837 members 
Mstep: Class 7 contains 70866 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 95740 members 
Mstep: Class 13 contains 88410 members 
Mstep: Class 14 contains 139090 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88830 members 
Mstep: Class 19 contains 18832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 15 clusters Score -6.474245e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10370 members 
Mstep: Class 3 contains 7450 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40817 members 
Mstep: Class 7 contains 70871 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 95639 members 
Mstep: Class 13 contains 88408 members 
Mstep: Class 14 contains 139176 members 
Mstep: Class 15 contains 11603 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88830 members 
Mstep: Class 19 contains 18866 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 15 clusters Score -6.474248e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10364 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40798 members 
Mstep: Class 7 contains 70874 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 95535 members 
Mstep: Class 13 contains 88414 members 
Mstep: Class 14 contains 139260 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88827 members 
Mstep: Class 19 contains 18905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742420.000000 Penalty: 30212.712891
Iteration 246Q: 15 clusters Score -6.474242e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 40777 members 
Mstep: Class 7 contains 70875 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 95451 members 
Mstep: Class 13 contains 88404 members 
Mstep: Class 14 contains 139333 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 18952 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 15 clusters Score -6.474246e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10360 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 40761 members 
Mstep: Class 7 contains 70886 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 95363 members 
Mstep: Class 13 contains 88397 members 
Mstep: Class 14 contains 139395 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 18998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742412.000000 Penalty: 30212.712891
Iteration 248Q: 15 clusters Score -6.474241e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 40743 members 
Mstep: Class 7 contains 70890 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 95286 members 
Mstep: Class 13 contains 88387 members 
Mstep: Class 14 contains 139467 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 15 clusters Score -6.474247e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40730 members 
Mstep: Class 7 contains 70899 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 95216 members 
Mstep: Class 13 contains 88386 members 
Mstep: Class 14 contains 139521 members 
Mstep: Class 15 contains 11576 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 15 clusters Score -6.474248e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10349 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 40713 members 
Mstep: Class 7 contains 70904 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 95145 members 
Mstep: Class 13 contains 88384 members 
Mstep: Class 14 contains 139588 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88813 members 
Mstep: Class 19 contains 19097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742424.000000 Penalty: 30212.712891
Iteration 251Q: 15 clusters Score -6.474242e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 7442 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 40698 members 
Mstep: Class 7 contains 70910 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 95068 members 
Mstep: Class 13 contains 88383 members 
Mstep: Class 14 contains 139652 members 
Mstep: Class 15 contains 11575 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742512.000000 Penalty: 30212.712891
Iteration 252Q: 15 clusters Score -6.474251e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 7441 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 40687 members 
Mstep: Class 7 contains 70915 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 95016 members 
Mstep: Class 13 contains 88386 members 
Mstep: Class 14 contains 139693 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742552.000000 Penalty: 30212.712891
Iteration 253Q: 15 clusters Score -6.474255e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40678 members 
Mstep: Class 7 contains 70919 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94972 members 
Mstep: Class 13 contains 88388 members 
Mstep: Class 14 contains 139732 members 
Mstep: Class 15 contains 11568 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742532.000000 Penalty: 30212.712891
Iteration 254Q: 15 clusters Score -6.474253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40675 members 
Mstep: Class 7 contains 70924 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94936 members 
Mstep: Class 13 contains 88394 members 
Mstep: Class 14 contains 139747 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742548.000000 Penalty: 30212.712891
Iteration 255Q: 15 clusters Score -6.474255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40672 members 
Mstep: Class 7 contains 70926 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94913 members 
Mstep: Class 13 contains 88389 members 
Mstep: Class 14 contains 139761 members 
Mstep: Class 15 contains 11569 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88813 members 
Mstep: Class 19 contains 19181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742536.000000 Penalty: 30212.712891
Iteration 256Q: 15 clusters Score -6.474254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40670 members 
Mstep: Class 7 contains 70933 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94889 members 
Mstep: Class 13 contains 88381 members 
Mstep: Class 14 contains 139770 members 
Mstep: Class 15 contains 11568 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742596.000000 Penalty: 30212.712891
Iteration 257Q: 15 clusters Score -6.47426e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40667 members 
Mstep: Class 7 contains 70939 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94862 members 
Mstep: Class 13 contains 88377 members 
Mstep: Class 14 contains 139787 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742568.000000 Penalty: 30212.712891
Iteration 258Q: 15 clusters Score -6.474257e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40662 members 
Mstep: Class 7 contains 70941 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94831 members 
Mstep: Class 13 contains 88372 members 
Mstep: Class 14 contains 139812 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 259Q: 15 clusters Score -6.474259e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40654 members 
Mstep: Class 7 contains 70940 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94813 members 
Mstep: Class 13 contains 88365 members 
Mstep: Class 14 contains 139838 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742508.000000 Penalty: 30212.712891
Iteration 260F: 15 clusters Score -6.474251e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 7 contains 70942 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 13 contains 88364 members 
Mstep: Class 14 contains 139868 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742552.000000 Penalty: 30212.712891
Iteration 261Q: 15 clusters Score -6.474255e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40648 members 
Mstep: Class 7 contains 70947 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 94754 members 
Mstep: Class 13 contains 88353 members 
Mstep: Class 14 contains 139890 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742500.000000 Penalty: 30212.712891
Iteration 262Q: 15 clusters Score -6.47425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40647 members 
Mstep: Class 7 contains 70950 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 94739 members 
Mstep: Class 13 contains 88342 members 
Mstep: Class 14 contains 139900 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742568.000000 Penalty: 30212.712891
Iteration 263Q: 15 clusters Score -6.474257e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40640 members 
Mstep: Class 7 contains 70951 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 94722 members 
Mstep: Class 13 contains 88344 members 
Mstep: Class 14 contains 139911 members 
Mstep: Class 15 contains 11560 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742556.000000 Penalty: 30212.712891
Iteration 264Q: 15 clusters Score -6.474256e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10334 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40635 members 
Mstep: Class 7 contains 70952 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 13 contains 88347 members 
Mstep: Class 14 contains 139926 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742528.000000 Penalty: 30212.712891
Iteration 265Q: 15 clusters Score -6.474253e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40631 members 
Mstep: Class 7 contains 70954 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 94679 members 
Mstep: Class 13 contains 88351 members 
Mstep: Class 14 contains 139946 members 
Mstep: Class 15 contains 11553 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 15 clusters Score -6.474256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40629 members 
Mstep: Class 7 contains 70955 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 94660 members 
Mstep: Class 13 contains 88355 members 
Mstep: Class 14 contains 139962 members 
Mstep: Class 15 contains 11549 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 15 clusters Score -6.474257e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40624 members 
Mstep: Class 7 contains 70959 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94650 members 
Mstep: Class 13 contains 88350 members 
Mstep: Class 14 contains 139979 members 
Mstep: Class 15 contains 11547 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 15 clusters Score -6.474264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40627 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94649 members 
Mstep: Class 13 contains 88341 members 
Mstep: Class 14 contains 139989 members 
Mstep: Class 15 contains 11545 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 269Q: 15 clusters Score -6.474264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40632 members 
Mstep: Class 7 contains 70965 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94637 members 
Mstep: Class 13 contains 88333 members 
Mstep: Class 14 contains 140000 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742632.000000 Penalty: 30212.712891
Iteration 270Q: 15 clusters Score -6.474263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40632 members 
Mstep: Class 7 contains 70967 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94624 members 
Mstep: Class 13 contains 88322 members 
Mstep: Class 14 contains 140015 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742560.000000 Penalty: 30212.712891
Iteration 271Q: 15 clusters Score -6.474256e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 7393 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40631 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94603 members 
Mstep: Class 13 contains 88314 members 
Mstep: Class 14 contains 140029 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742596.000000 Penalty: 30212.712891
Iteration 272Q: 15 clusters Score -6.47426e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40631 members 
Mstep: Class 7 contains 70973 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94586 members 
Mstep: Class 13 contains 88306 members 
Mstep: Class 14 contains 140041 members 
Mstep: Class 15 contains 11541 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 273Q: 15 clusters Score -6.474263e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40618 members 
Mstep: Class 7 contains 70973 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94583 members 
Mstep: Class 13 contains 88298 members 
Mstep: Class 14 contains 140061 members 
Mstep: Class 15 contains 11536 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742616.000000 Penalty: 30212.712891
Iteration 274Q: 15 clusters Score -6.474262e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40615 members 
Mstep: Class 7 contains 70970 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94576 members 
Mstep: Class 13 contains 88296 members 
Mstep: Class 14 contains 140075 members 
Mstep: Class 15 contains 11530 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742600.000000 Penalty: 30212.712891
Iteration 275Q: 15 clusters Score -6.47426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40606 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94567 members 
Mstep: Class 13 contains 88298 members 
Mstep: Class 14 contains 140085 members 
Mstep: Class 15 contains 11529 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742640.000000 Penalty: 30212.712891
Iteration 276Q: 15 clusters Score -6.474264e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 7 contains 70970 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94566 members 
Mstep: Class 13 contains 88289 members 
Mstep: Class 14 contains 140100 members 
Mstep: Class 15 contains 11529 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 30212.712891
Iteration 277Q: 15 clusters Score -6.474266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40594 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94561 members 
Mstep: Class 13 contains 88288 members 
Mstep: Class 14 contains 140111 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742596.000000 Penalty: 30212.712891
Iteration 278Q: 15 clusters Score -6.47426e+07 nChanged 36
Entering ConstructFrom: 
Score: -64742596.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -621156.812500 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -621156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -616895.812500 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -616895.8 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -618045.125000 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -618045.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -618269.812500 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -618269.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -618443.937500 Penalty: 2793.400879
	Iteration 3F: 3 clusters Score -618443.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -618564.625000 Penalty: 2793.400879
	Iteration 4Q: 3 clusters Score -618564.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -618655.312500 Penalty: 2793.400879
	Iteration 5Q: 3 clusters Score -618655.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -618755.937500 Penalty: 2793.400879
	Iteration 6Q: 3 clusters Score -618755.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -618842.375000 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -618842.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -618920.875000 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -618920.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -619015.062500 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -619015.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -619114.937500 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -619114.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -619213.500000 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -619213.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -619317.687500 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -619317.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -619407.500000 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -619407.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -619491.937500 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -619491.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -619565.312500 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -619565.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -619622.062500 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -619622.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -619670.062500 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -619670.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -619712.625000 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -619712.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -619739.312500 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -619739.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -619766.937500 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -619766.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -619786.812500 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -619786.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -619802.062500 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -619802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -619814.187500 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -619814.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -619824.187500 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -619824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -619828.875000 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -619828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -619837.875000 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -619837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -619847.500000 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -619847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -619852.812500 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -619852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -619856.062500 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -619856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -619857.875000 Penalty: 2793.400879
	Iteration 30Q: 3 clusters Score -619857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -619859.187500 Penalty: 2793.400879
	Iteration 31Q: 3 clusters Score -619859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -619861.750000 Penalty: 2793.400879
	Iteration 32Q: 3 clusters Score -619861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -619863.812500 Penalty: 2793.400879
	Iteration 33Q: 3 clusters Score -619863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -619864.187500 Penalty: 2793.400879
	Iteration 34Q: 3 clusters Score -619864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -619869.500000 Penalty: 2793.400879
	Iteration 35Q: 3 clusters Score -619869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -619875.812500 Penalty: 2793.400879
	Iteration 36Q: 3 clusters Score -619875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -619881.312500 Penalty: 2793.400879
	Iteration 37Q: 3 clusters Score -619881.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -619888.437500 Penalty: 2793.400879
	Iteration 38Q: 3 clusters Score -619888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -619891.000000 Penalty: 2793.400879
	Iteration 39Q: 3 clusters Score -619891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -619895.812500 Penalty: 2793.400879
	Iteration 40F: 3 clusters Score -619895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -619898.562500 Penalty: 2793.400879
	Iteration 41Q: 3 clusters Score -619898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -619899.125000 Penalty: 2793.400879
	Iteration 42Q: 3 clusters Score -619899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -619900.312500 Penalty: 2793.400879
	Iteration 43Q: 3 clusters Score -619900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -619901.062500 Penalty: 2793.400879
	Iteration 44Q: 3 clusters Score -619901.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -619901.062500 Penalty: 2793.400879
	Iteration 45F: 3 clusters Score -619901.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Entering Unmasked Estep 
Score: -1179986.875000 Penalty: 1501.987671
	Iteration 0F: 2 clusters Score -1179987 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 5175 members 
Entering Unmasked Estep 
Score: -1172656.250000 Penalty: 3003.975342
	Iteration 0F: 3 clusters Score -1172656 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1175133.000000 Penalty: 3003.975342
	Iteration 1F: 3 clusters Score -1175133 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1175467.500000 Penalty: 3003.975342
	Iteration 2F: 3 clusters Score -1175468 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1175734.375000 Penalty: 3003.975342
	Iteration 3F: 3 clusters Score -1175734 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1176022.125000 Penalty: 3003.975342
	Iteration 4F: 3 clusters Score -1176022 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1176394.750000 Penalty: 3003.975342
	Iteration 5F: 3 clusters Score -1176395 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1176814.250000 Penalty: 3003.975342
	Iteration 6F: 3 clusters Score -1176814 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1177245.250000 Penalty: 3003.975342
	Iteration 7F: 3 clusters Score -1177245 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1177666.625000 Penalty: 3003.975342
	Iteration 8F: 3 clusters Score -1177667 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1178011.000000 Penalty: 3003.975342
	Iteration 9Q: 3 clusters Score -1178011 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1178222.750000 Penalty: 3003.975342
	Iteration 10Q: 3 clusters Score -1178223 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1178366.375000 Penalty: 3003.975342
	Iteration 11Q: 3 clusters Score -1178366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1178472.250000 Penalty: 3003.975342
	Iteration 12Q: 3 clusters Score -1178472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1178544.625000 Penalty: 3003.975342
	Iteration 13Q: 3 clusters Score -1178545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1178579.250000 Penalty: 3003.975342
	Iteration 14Q: 3 clusters Score -1178579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1178608.250000 Penalty: 3003.975342
	Iteration 15Q: 3 clusters Score -1178608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1178634.250000 Penalty: 3003.975342
	Iteration 16Q: 3 clusters Score -1178634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1178658.625000 Penalty: 3003.975342
	Iteration 17Q: 3 clusters Score -1178659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1178676.500000 Penalty: 3003.975342
	Iteration 18Q: 3 clusters Score -1178676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1178690.000000 Penalty: 3003.975342
	Iteration 19Q: 3 clusters Score -1178690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1178711.375000 Penalty: 3003.975342
	Iteration 20F: 3 clusters Score -1178711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1178731.625000 Penalty: 3003.975342
	Iteration 21Q: 3 clusters Score -1178732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1178752.000000 Penalty: 3003.975342
	Iteration 22Q: 3 clusters Score -1178752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1178773.500000 Penalty: 3003.975342
	Iteration 23Q: 3 clusters Score -1178774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1178787.875000 Penalty: 3003.975342
	Iteration 24Q: 3 clusters Score -1178788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1178806.250000 Penalty: 3003.975342
	Iteration 25Q: 3 clusters Score -1178806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1178818.125000 Penalty: 3003.975342
	Iteration 26Q: 3 clusters Score -1178818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1178829.750000 Penalty: 3003.975342
	Iteration 27Q: 3 clusters Score -1178830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1178841.000000 Penalty: 3003.975342
	Iteration 28Q: 3 clusters Score -1178841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1178848.750000 Penalty: 3003.975342
	Iteration 29Q: 3 clusters Score -1178849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1178857.250000 Penalty: 3003.975342
	Iteration 30Q: 3 clusters Score -1178857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1178865.375000 Penalty: 3003.975342
	Iteration 31Q: 3 clusters Score -1178865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1178870.250000 Penalty: 3003.975342
	Iteration 32Q: 3 clusters Score -1178870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1178876.875000 Penalty: 3003.975342
	Iteration 33Q: 3 clusters Score -1178877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1178880.125000 Penalty: 3003.975342
	Iteration 34Q: 3 clusters Score -1178880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1178881.250000 Penalty: 3003.975342
	Iteration 35Q: 3 clusters Score -1178881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1178886.125000 Penalty: 3003.975342
	Iteration 36Q: 3 clusters Score -1178886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1178891.625000 Penalty: 3003.975342
	Iteration 37Q: 3 clusters Score -1178892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1178895.875000 Penalty: 3003.975342
	Iteration 38Q: 3 clusters Score -1178896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1178901.500000 Penalty: 3003.975342
	Iteration 39Q: 3 clusters Score -1178902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1178902.625000 Penalty: 3003.975342
	Iteration 40F: 3 clusters Score -1178903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1178907.750000 Penalty: 3003.975342
	Iteration 41Q: 3 clusters Score -1178908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1178912.250000 Penalty: 3003.975342
	Iteration 42Q: 3 clusters Score -1178912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1178914.500000 Penalty: 3003.975342
	Iteration 43Q: 3 clusters Score -1178914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1178918.250000 Penalty: 3003.975342
	Iteration 44Q: 3 clusters Score -1178918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1178925.000000 Penalty: 3003.975342
	Iteration 45Q: 3 clusters Score -1178925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1178927.000000 Penalty: 3003.975342
	Iteration 46Q: 3 clusters Score -1178927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1178932.875000 Penalty: 3003.975342
	Iteration 47Q: 3 clusters Score -1178933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1178935.875000 Penalty: 3003.975342
	Iteration 48Q: 3 clusters Score -1178936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1178936.250000 Penalty: 3003.975342
	Iteration 49Q: 3 clusters Score -1178936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1178937.125000 Penalty: 3003.975342
	Iteration 50Q: 3 clusters Score -1178937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1178936.750000 Penalty: 3003.975342
	Iteration 51Q: 3 clusters Score -1178937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1178936.750000 Penalty: 3003.975342
	Iteration 52F: 3 clusters Score -1178937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -794941.312500 Penalty: 1447.288818
	Iteration 0F: 2 clusters Score -794941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -789426.125000 Penalty: 2894.577637
	Iteration 0F: 3 clusters Score -789426.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -791139.750000 Penalty: 2894.577637
	Iteration 1F: 3 clusters Score -791139.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -791623.437500 Penalty: 2894.577637
	Iteration 2F: 3 clusters Score -791623.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -792152.937500 Penalty: 2894.577637
	Iteration 3F: 3 clusters Score -792152.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -792728.562500 Penalty: 2894.577637
	Iteration 4F: 3 clusters Score -792728.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -793348.875000 Penalty: 2894.577637
	Iteration 5F: 3 clusters Score -793348.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -793936.500000 Penalty: 2894.577637
	Iteration 6F: 3 clusters Score -793936.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -794231.937500 Penalty: 2894.577637
	Iteration 7F: 3 clusters Score -794231.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -794391.812500 Penalty: 2894.577637
	Iteration 8Q: 3 clusters Score -794391.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -794470.937500 Penalty: 2894.577637
	Iteration 9Q: 3 clusters Score -794470.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -794504.125000 Penalty: 2894.577637
	Iteration 10Q: 3 clusters Score -794504.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -794518.937500 Penalty: 2894.577637
	Iteration 11Q: 3 clusters Score -794518.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -794534.687500 Penalty: 2894.577637
	Iteration 12Q: 3 clusters Score -794534.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -794543.437500 Penalty: 2894.577637
	Iteration 13Q: 3 clusters Score -794543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -794545.875000 Penalty: 2894.577637
	Iteration 14Q: 3 clusters Score -794545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -794550.625000 Penalty: 2894.577637
	Iteration 15Q: 3 clusters Score -794550.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -794558.062500 Penalty: 2894.577637
	Iteration 16Q: 3 clusters Score -794558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -794562.312500 Penalty: 2894.577637
	Iteration 17Q: 3 clusters Score -794562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -794565.187500 Penalty: 2894.577637
	Iteration 18Q: 3 clusters Score -794565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -794566.562500 Penalty: 2894.577637
	Iteration 19Q: 3 clusters Score -794566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -794569.687500 Penalty: 2894.577637
	Iteration 20F: 3 clusters Score -794569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -794572.437500 Penalty: 2894.577637
	Iteration 21Q: 3 clusters Score -794572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -794570.562500 Penalty: 2894.577637
	Iteration 22Q: 3 clusters Score -794570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -794573.750000 Penalty: 2894.577637
	Iteration 23Q: 3 clusters Score -794573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -794577.750000 Penalty: 2894.577637
	Iteration 24Q: 3 clusters Score -794577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -794579.187500 Penalty: 2894.577637
	Iteration 25Q: 3 clusters Score -794579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -794580.500000 Penalty: 2894.577637
	Iteration 26Q: 3 clusters Score -794580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -794583.625000 Penalty: 2894.577637
	Iteration 27Q: 3 clusters Score -794583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -794584.375000 Penalty: 2894.577637
	Iteration 28Q: 3 clusters Score -794584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -794584.625000 Penalty: 2894.577637
	Iteration 29Q: 3 clusters Score -794584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -794587.187500 Penalty: 2894.577637
	Iteration 30Q: 3 clusters Score -794587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -794587.562500 Penalty: 2894.577637
	Iteration 31Q: 3 clusters Score -794587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -794587.937500 Penalty: 2894.577637
	Iteration 32Q: 3 clusters Score -794587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -794591.250000 Penalty: 2894.577637
	Iteration 33Q: 3 clusters Score -794591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -794591.750000 Penalty: 2894.577637
	Iteration 34Q: 3 clusters Score -794591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -794593.375000 Penalty: 2894.577637
	Iteration 35Q: 3 clusters Score -794593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -794596.312500 Penalty: 2894.577637
	Iteration 36Q: 3 clusters Score -794596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -794595.125000 Penalty: 2894.577637
	Iteration 37Q: 3 clusters Score -794595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -794598.750000 Penalty: 2894.577637
	Iteration 38Q: 3 clusters Score -794598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -794601.875000 Penalty: 2894.577637
	Iteration 39Q: 3 clusters Score -794601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -794603.437500 Penalty: 2894.577637
	Iteration 40F: 3 clusters Score -794603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -794607.812500 Penalty: 2894.577637
	Iteration 41Q: 3 clusters Score -794607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -794610.187500 Penalty: 2894.577637
	Iteration 42Q: 3 clusters Score -794610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -794611.000000 Penalty: 2894.577637
	Iteration 43Q: 3 clusters Score -794611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -794614.750000 Penalty: 2894.577637
	Iteration 44Q: 3 clusters Score -794614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -794618.125000 Penalty: 2894.577637
	Iteration 45Q: 3 clusters Score -794618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -794619.875000 Penalty: 2894.577637
	Iteration 46Q: 3 clusters Score -794619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -794620.500000 Penalty: 2894.577637
	Iteration 47Q: 3 clusters Score -794620.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -794625.812500 Penalty: 2894.577637
	Iteration 48Q: 3 clusters Score -794625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -794627.562500 Penalty: 2894.577637
	Iteration 49Q: 3 clusters Score -794627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -794628.250000 Penalty: 2894.577637
	Iteration 50Q: 3 clusters Score -794628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -794629.625000 Penalty: 2894.577637
	Iteration 51Q: 3 clusters Score -794629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -794628.937500 Penalty: 2894.577637
	Iteration 52Q: 3 clusters Score -794628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -794628.937500 Penalty: 2894.577637
	Iteration 53Q: 3 clusters Score -794628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -794632.687500 Penalty: 2894.577637
	Iteration 54Q: 3 clusters Score -794632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -794632.562500 Penalty: 2894.577637
	Iteration 55Q: 3 clusters Score -794632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -794632.625000 Penalty: 2894.577637
	Iteration 56Q: 3 clusters Score -794632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -794636.312500 Penalty: 2894.577637
	Iteration 57Q: 3 clusters Score -794636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -794635.812500 Penalty: 2894.577637
	Iteration 58Q: 3 clusters Score -794635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -794636.562500 Penalty: 2894.577637
	Iteration 59Q: 3 clusters Score -794636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -794636.562500 Penalty: 2894.577637
	Iteration 60F: 3 clusters Score -794636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -359398.531250 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -359398.5 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 1700 members 
Entering Unmasked Estep 
Score: -356400.375000 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -356400.4 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -357259.750000 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -357259.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -357532.781250 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -357532.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -357761.875000 Penalty: 2645.886719
	Iteration 3F: 3 clusters Score -357761.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -357965.750000 Penalty: 2645.886719
	Iteration 4F: 3 clusters Score -357965.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -358136.937500 Penalty: 2645.886719
	Iteration 5F: 3 clusters Score -358136.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -358266.281250 Penalty: 2645.886719
	Iteration 6F: 3 clusters Score -358266.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -358337.281250 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -358337.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -358403.531250 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -358403.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -358440.718750 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -358440.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -358468.031250 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -358468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -358490.875000 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -358490.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358502.468750 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -358502.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -358515.031250 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -358515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -358529.343750 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -358529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -358540.718750 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -358540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -358552.156250 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -358552.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -358566.687500 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -358566.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -358576.593750 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -358576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -358581.031250 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -358581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -358588.156250 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -358588.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -358594.218750 Penalty: 2645.886719
	Iteration 21Q: 3 clusters Score -358594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -358598.625000 Penalty: 2645.886719
	Iteration 22Q: 3 clusters Score -358598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -358601.812500 Penalty: 2645.886719
	Iteration 23Q: 3 clusters Score -358601.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -358607.656250 Penalty: 2645.886719
	Iteration 24Q: 3 clusters Score -358607.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -358615.125000 Penalty: 2645.886719
	Iteration 25Q: 3 clusters Score -358615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -358623.312500 Penalty: 2645.886719
	Iteration 26Q: 3 clusters Score -358623.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -358632.125000 Penalty: 2645.886719
	Iteration 27Q: 3 clusters Score -358632.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -358639.000000 Penalty: 2645.886719
	Iteration 28Q: 3 clusters Score -358639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -358645.031250 Penalty: 2645.886719
	Iteration 29Q: 3 clusters Score -358645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -358647.656250 Penalty: 2645.886719
	Iteration 30Q: 3 clusters Score -358647.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -358653.125000 Penalty: 2645.886719
	Iteration 31Q: 3 clusters Score -358653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -358656.625000 Penalty: 2645.886719
	Iteration 32Q: 3 clusters Score -358656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -358658.625000 Penalty: 2645.886719
	Iteration 33Q: 3 clusters Score -358658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -358662.843750 Penalty: 2645.886719
	Iteration 34Q: 3 clusters Score -358662.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -358667.937500 Penalty: 2645.886719
	Iteration 35Q: 3 clusters Score -358667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -358671.812500 Penalty: 2645.886719
	Iteration 36Q: 3 clusters Score -358671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -358676.000000 Penalty: 2645.886719
	Iteration 37Q: 3 clusters Score -358676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -358678.312500 Penalty: 2645.886719
	Iteration 38Q: 3 clusters Score -358678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -358683.906250 Penalty: 2645.886719
	Iteration 39Q: 3 clusters Score -358683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -358689.093750 Penalty: 2645.886719
	Iteration 40F: 3 clusters Score -358689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -358694.687500 Penalty: 2645.886719
	Iteration 41Q: 3 clusters Score -358694.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -358702.031250 Penalty: 2645.886719
	Iteration 42Q: 3 clusters Score -358702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -358705.906250 Penalty: 2645.886719
	Iteration 43Q: 3 clusters Score -358705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -358710.281250 Penalty: 2645.886719
	Iteration 44Q: 3 clusters Score -358710.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -358715.093750 Penalty: 2645.886719
	Iteration 45Q: 3 clusters Score -358715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -358719.218750 Penalty: 2645.886719
	Iteration 46Q: 3 clusters Score -358719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -358724.125000 Penalty: 2645.886719
	Iteration 47Q: 3 clusters Score -358724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -358729.250000 Penalty: 2645.886719
	Iteration 48Q: 3 clusters Score -358729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -358732.187500 Penalty: 2645.886719
	Iteration 49Q: 3 clusters Score -358732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -358737.312500 Penalty: 2645.886719
	Iteration 50Q: 3 clusters Score -358737.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -358743.125000 Penalty: 2645.886719
	Iteration 51Q: 3 clusters Score -358743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -358748.312500 Penalty: 2645.886719
	Iteration 52Q: 3 clusters Score -358748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -358754.781250 Penalty: 2645.886719
	Iteration 53Q: 3 clusters Score -358754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -358766.718750 Penalty: 2645.886719
	Iteration 54Q: 3 clusters Score -358766.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -358781.500000 Penalty: 2645.886719
	Iteration 55Q: 3 clusters Score -358781.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -358805.812500 Penalty: 2645.886719
	Iteration 56Q: 3 clusters Score -358805.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -358839.687500 Penalty: 2645.886719
	Iteration 57Q: 3 clusters Score -358839.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -358884.000000 Penalty: 2645.886719
	Iteration 58Q: 3 clusters Score -358884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -358945.281250 Penalty: 2645.886719
	Iteration 59Q: 3 clusters Score -358945.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358998.093750 Penalty: 2645.886719
	Iteration 60F: 3 clusters Score -358998.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359034.718750 Penalty: 2645.886719
	Iteration 61Q: 3 clusters Score -359034.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -359055.562500 Penalty: 2645.886719
	Iteration 62Q: 3 clusters Score -359055.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -359067.312500 Penalty: 2645.886719
	Iteration 63Q: 3 clusters Score -359067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -359080.187500 Penalty: 2645.886719
	Iteration 64Q: 3 clusters Score -359080.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -359087.375000 Penalty: 2645.886719
	Iteration 65Q: 3 clusters Score -359087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -359091.656250 Penalty: 2645.886719
	Iteration 66Q: 3 clusters Score -359091.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -359094.000000 Penalty: 2645.886719
	Iteration 67Q: 3 clusters Score -359094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -359095.968750 Penalty: 2645.886719
	Iteration 68Q: 3 clusters Score -359096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -359096.687500 Penalty: 2645.886719
	Iteration 69Q: 3 clusters Score -359096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -359097.343750 Penalty: 2645.886719
	Iteration 70Q: 3 clusters Score -359097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -359098.593750 Penalty: 2645.886719
	Iteration 71Q: 3 clusters Score -359098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -359101.937500 Penalty: 2645.886719
	Iteration 72Q: 3 clusters Score -359101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -359104.093750 Penalty: 2645.886719
	Iteration 73Q: 3 clusters Score -359104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -359105.562500 Penalty: 2645.886719
	Iteration 74Q: 3 clusters Score -359105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -359107.312500 Penalty: 2645.886719
	Iteration 75Q: 3 clusters Score -359107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359108.750000 Penalty: 2645.886719
	Iteration 76Q: 3 clusters Score -359108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359111.125000 Penalty: 2645.886719
	Iteration 77Q: 3 clusters Score -359111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -359112.718750 Penalty: 2645.886719
	Iteration 78Q: 3 clusters Score -359112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -359114.531250 Penalty: 2645.886719
	Iteration 79Q: 3 clusters Score -359114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -359114.531250 Penalty: 2645.886719
	Iteration 80F: 3 clusters Score -359114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Entering Unmasked Estep 
Score: -4498202.500000 Penalty: 1724.344482
	Iteration 0F: 2 clusters Score -4498202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4470879.000000 Penalty: 3448.688965
	Iteration 0F: 3 clusters Score -4470879 nChanged 18928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4481485.500000 Penalty: 3448.688965
	Iteration 1F: 3 clusters Score -4481486 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4481846.000000 Penalty: 3448.688965
	Iteration 2Q: 3 clusters Score -4481846 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4482189.500000 Penalty: 3448.688965
	Iteration 3Q: 3 clusters Score -4482190 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4482478.000000 Penalty: 3448.688965
	Iteration 4Q: 3 clusters Score -4482478 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4482730.000000 Penalty: 3448.688965
	Iteration 5Q: 3 clusters Score -4482730 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4483012.500000 Penalty: 3448.688965
	Iteration 6Q: 3 clusters Score -4483012 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4483372.500000 Penalty: 3448.688965
	Iteration 7Q: 3 clusters Score -4483372 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4483952.000000 Penalty: 3448.688965
	Iteration 8Q: 3 clusters Score -4483952 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4484855.000000 Penalty: 3448.688965
	Iteration 9Q: 3 clusters Score -4484855 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4486104.000000 Penalty: 3448.688965
	Iteration 10F: 3 clusters Score -4486104 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4487594.000000 Penalty: 3448.688965
	Iteration 11F: 3 clusters Score -4487594 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4489235.500000 Penalty: 3448.688965
	Iteration 12F: 3 clusters Score -4489236 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4490738.500000 Penalty: 3448.688965
	Iteration 13F: 3 clusters Score -4490738 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4491829.500000 Penalty: 3448.688965
	Iteration 14Q: 3 clusters Score -4491830 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4492640.500000 Penalty: 3448.688965
	Iteration 15Q: 3 clusters Score -4492640 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4493296.000000 Penalty: 3448.688965
	Iteration 16Q: 3 clusters Score -4493296 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4493770.500000 Penalty: 3448.688965
	Iteration 17Q: 3 clusters Score -4493770 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4494126.500000 Penalty: 3448.688965
	Iteration 18Q: 3 clusters Score -4494126 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4494445.500000 Penalty: 3448.688965
	Iteration 19Q: 3 clusters Score -4494446 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4494813.000000 Penalty: 3448.688965
	Iteration 20F: 3 clusters Score -4494813 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -4495114.000000 Penalty: 3448.688965
	Iteration 21Q: 3 clusters Score -4495114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4495425.500000 Penalty: 3448.688965
	Iteration 22Q: 3 clusters Score -4495426 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4495730.500000 Penalty: 3448.688965
	Iteration 23Q: 3 clusters Score -4495730 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4495974.500000 Penalty: 3448.688965
	Iteration 24Q: 3 clusters Score -4495974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4496170.000000 Penalty: 3448.688965
	Iteration 25Q: 3 clusters Score -4496170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4496309.500000 Penalty: 3448.688965
	Iteration 26Q: 3 clusters Score -4496310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4496407.500000 Penalty: 3448.688965
	Iteration 27Q: 3 clusters Score -4496408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4496477.500000 Penalty: 3448.688965
	Iteration 28Q: 3 clusters Score -4496478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4496526.000000 Penalty: 3448.688965
	Iteration 29Q: 3 clusters Score -4496526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4496566.500000 Penalty: 3448.688965
	Iteration 30Q: 3 clusters Score -4496566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4496589.500000 Penalty: 3448.688965
	Iteration 31Q: 3 clusters Score -4496590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -4496603.000000 Penalty: 3448.688965
	Iteration 32Q: 3 clusters Score -4496603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4496618.500000 Penalty: 3448.688965
	Iteration 33Q: 3 clusters Score -4496618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4496631.000000 Penalty: 3448.688965
	Iteration 34Q: 3 clusters Score -4496631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4496640.000000 Penalty: 3448.688965
	Iteration 35Q: 3 clusters Score -4496640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4496640.000000 Penalty: 3448.688965
	Iteration 36Q: 3 clusters Score -4496640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -4496639.000000 Penalty: 3448.688965
	Iteration 37Q: 3 clusters Score -4496639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4496646.500000 Penalty: 3448.688965
	Iteration 38Q: 3 clusters Score -4496646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4496645.500000 Penalty: 3448.688965
	Iteration 39Q: 3 clusters Score -4496646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4496645.500000 Penalty: 3448.688965
	Iteration 40F: 3 clusters Score -4496646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Entering Unmasked Estep 
Score: -8066043.500000 Penalty: 1815.136230
	Iteration 0F: 2 clusters Score -8066044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -8018772.500000 Penalty: 3630.272461
	Iteration 0F: 3 clusters Score -8018772 nChanged 33533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -8038490.500000 Penalty: 3630.272461
	Iteration 1F: 3 clusters Score -8038490 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8039461.000000 Penalty: 3630.272461
	Iteration 2Q: 3 clusters Score -8039461 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -8040827.500000 Penalty: 3630.272461
	Iteration 3Q: 3 clusters Score -8040828 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -8042668.000000 Penalty: 3630.272461
	Iteration 4F: 3 clusters Score -8042668 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -8045497.500000 Penalty: 3630.272461
	Iteration 5F: 3 clusters Score -8045498 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8049266.500000 Penalty: 3630.272461
	Iteration 6F: 3 clusters Score -8049266 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -8053551.500000 Penalty: 3630.272461
	Iteration 7F: 3 clusters Score -8053552 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -8057284.500000 Penalty: 3630.272461
	Iteration 8F: 3 clusters Score -8057284 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -8059662.000000 Penalty: 3630.272461
	Iteration 9Q: 3 clusters Score -8059662 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -8060963.500000 Penalty: 3630.272461
	Iteration 10Q: 3 clusters Score -8060964 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -8061678.500000 Penalty: 3630.272461
	Iteration 11Q: 3 clusters Score -8061678 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -8062210.000000 Penalty: 3630.272461
	Iteration 12Q: 3 clusters Score -8062210 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -8062555.500000 Penalty: 3630.272461
	Iteration 13Q: 3 clusters Score -8062556 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -8062796.500000 Penalty: 3630.272461
	Iteration 14Q: 3 clusters Score -8062796 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8062995.000000 Penalty: 3630.272461
	Iteration 15Q: 3 clusters Score -8062995 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8063189.000000 Penalty: 3630.272461
	Iteration 16Q: 3 clusters Score -8063189 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -8063343.500000 Penalty: 3630.272461
	Iteration 17Q: 3 clusters Score -8063344 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8063415.000000 Penalty: 3630.272461
	Iteration 18Q: 3 clusters Score -8063415 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8063521.500000 Penalty: 3630.272461
	Iteration 19Q: 3 clusters Score -8063522 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -8063597.000000 Penalty: 3630.272461
	Iteration 20F: 3 clusters Score -8063597 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -8063690.500000 Penalty: 3630.272461
	Iteration 21Q: 3 clusters Score -8063690 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8063772.000000 Penalty: 3630.272461
	Iteration 22Q: 3 clusters Score -8063772 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8063830.500000 Penalty: 3630.272461
	Iteration 23Q: 3 clusters Score -8063830 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -8063898.500000 Penalty: 3630.272461
	Iteration 24Q: 3 clusters Score -8063898 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8063956.500000 Penalty: 3630.272461
	Iteration 25Q: 3 clusters Score -8063956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8064024.000000 Penalty: 3630.272461
	Iteration 26Q: 3 clusters Score -8064024 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -8064083.500000 Penalty: 3630.272461
	Iteration 27Q: 3 clusters Score -8064084 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8064130.500000 Penalty: 3630.272461
	Iteration 28Q: 3 clusters Score -8064130 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8064169.500000 Penalty: 3630.272461
	Iteration 29Q: 3 clusters Score -8064170 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8064214.500000 Penalty: 3630.272461
	Iteration 30Q: 3 clusters Score -8064214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8064243.500000 Penalty: 3630.272461
	Iteration 31Q: 3 clusters Score -8064244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8064261.500000 Penalty: 3630.272461
	Iteration 32Q: 3 clusters Score -8064262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8064282.000000 Penalty: 3630.272461
	Iteration 33Q: 3 clusters Score -8064282 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8064327.000000 Penalty: 3630.272461
	Iteration 34Q: 3 clusters Score -8064327 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8064355.000000 Penalty: 3630.272461
	Iteration 35Q: 3 clusters Score -8064355 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8064383.000000 Penalty: 3630.272461
	Iteration 36Q: 3 clusters Score -8064383 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8064398.500000 Penalty: 3630.272461
	Iteration 37Q: 3 clusters Score -8064398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8064419.500000 Penalty: 3630.272461
	Iteration 38Q: 3 clusters Score -8064420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8064440.500000 Penalty: 3630.272461
	Iteration 39Q: 3 clusters Score -8064440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8064450.500000 Penalty: 3630.272461
	Iteration 40F: 3 clusters Score -8064450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8064469.000000 Penalty: 3630.272461
	Iteration 41Q: 3 clusters Score -8064469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8064473.500000 Penalty: 3630.272461
	Iteration 42Q: 3 clusters Score -8064474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8064482.000000 Penalty: 3630.272461
	Iteration 43Q: 3 clusters Score -8064482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8064493.000000 Penalty: 3630.272461
	Iteration 44Q: 3 clusters Score -8064493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8064497.500000 Penalty: 3630.272461
	Iteration 45Q: 3 clusters Score -8064498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8064498.500000 Penalty: 3630.272461
	Iteration 46Q: 3 clusters Score -8064498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8064501.500000 Penalty: 3630.272461
	Iteration 47Q: 3 clusters Score -8064502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8064498.000000 Penalty: 3630.272461
	Iteration 48Q: 3 clusters Score -8064498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8064499.000000 Penalty: 3630.272461
	Iteration 49Q: 3 clusters Score -8064499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8064517.500000 Penalty: 3630.272461
	Iteration 50Q: 3 clusters Score -8064518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8064522.500000 Penalty: 3630.272461
	Iteration 51Q: 3 clusters Score -8064522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8064535.500000 Penalty: 3630.272461
	Iteration 52Q: 3 clusters Score -8064536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8064534.000000 Penalty: 3630.272461
	Iteration 53Q: 3 clusters Score -8064534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8064537.500000 Penalty: 3630.272461
	Iteration 54Q: 3 clusters Score -8064538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8064546.500000 Penalty: 3630.272461
	Iteration 55Q: 3 clusters Score -8064546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8064553.000000 Penalty: 3630.272461
	Iteration 56Q: 3 clusters Score -8064553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8064564.500000 Penalty: 3630.272461
	Iteration 57Q: 3 clusters Score -8064564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8064561.500000 Penalty: 3630.272461
	Iteration 58Q: 3 clusters Score -8064562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8064572.000000 Penalty: 3630.272461
	Iteration 59Q: 3 clusters Score -8064572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8064570.500000 Penalty: 3630.272461
	Iteration 60F: 3 clusters Score -8064570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8064574.500000 Penalty: 3630.272461
	Iteration 61Q: 3 clusters Score -8064574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8064578.500000 Penalty: 3630.272461
	Iteration 62Q: 3 clusters Score -8064578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8064581.500000 Penalty: 3630.272461
	Iteration 63Q: 3 clusters Score -8064582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8064581.500000 Penalty: 3630.272461
	Iteration 64Q: 3 clusters Score -8064582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8064589.500000 Penalty: 3630.272461
	Iteration 65Q: 3 clusters Score -8064590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8064585.000000 Penalty: 3630.272461
	Iteration 66Q: 3 clusters Score -8064585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8064568.000000 Penalty: 3630.272461
	Iteration 67Q: 3 clusters Score -8064568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8064569.500000 Penalty: 3630.272461
	Iteration 68Q: 3 clusters Score -8064570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8064565.000000 Penalty: 3630.272461
	Iteration 69Q: 3 clusters Score -8064565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8064558.500000 Penalty: 3630.272461
	Iteration 70Q: 3 clusters Score -8064558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8064569.000000 Penalty: 3630.272461
	Iteration 71Q: 3 clusters Score -8064569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8064567.000000 Penalty: 3630.272461
	Iteration 72Q: 3 clusters Score -8064567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8064568.500000 Penalty: 3630.272461
	Iteration 73Q: 3 clusters Score -8064568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8064568.500000 Penalty: 3630.272461
	Iteration 74Q: 3 clusters Score -8064568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8064569.000000 Penalty: 3630.272461
	Iteration 75Q: 3 clusters Score -8064569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8064568.500000 Penalty: 3630.272461
	Iteration 76Q: 3 clusters Score -8064568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8064566.000000 Penalty: 3630.272461
	Iteration 77Q: 3 clusters Score -8064566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8064566.500000 Penalty: 3630.272461
	Iteration 78Q: 3 clusters Score -8064566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8064566.000000 Penalty: 3630.272461
	Iteration 79Q: 3 clusters Score -8064566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8064567.000000 Penalty: 3630.272461
	Iteration 80F: 3 clusters Score -8064567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8064571.500000 Penalty: 3630.272461
	Iteration 81Q: 3 clusters Score -8064572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8064575.000000 Penalty: 3630.272461
	Iteration 82Q: 3 clusters Score -8064575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8064574.500000 Penalty: 3630.272461
	Iteration 83Q: 3 clusters Score -8064574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8064574.000000 Penalty: 3630.272461
	Iteration 84Q: 3 clusters Score -8064574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8064576.500000 Penalty: 3630.272461
	Iteration 85Q: 3 clusters Score -8064576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8064574.000000 Penalty: 3630.272461
	Iteration 86Q: 3 clusters Score -8064574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8064571.500000 Penalty: 3630.272461
	Iteration 87Q: 3 clusters Score -8064572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8064573.000000 Penalty: 3630.272461
	Iteration 88Q: 3 clusters Score -8064573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8064565.000000 Penalty: 3630.272461
	Iteration 89Q: 3 clusters Score -8064565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8064564.500000 Penalty: 3630.272461
	Iteration 90Q: 3 clusters Score -8064564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8064562.000000 Penalty: 3630.272461
	Iteration 91Q: 3 clusters Score -8064562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8064556.000000 Penalty: 3630.272461
	Iteration 92Q: 3 clusters Score -8064556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8064560.500000 Penalty: 3630.272461
	Iteration 93Q: 3 clusters Score -8064560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8064562.000000 Penalty: 3630.272461
	Iteration 94Q: 3 clusters Score -8064562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8064562.000000 Penalty: 3630.272461
	Iteration 95Q: 3 clusters Score -8064562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8064565.000000 Penalty: 3630.272461
	Iteration 96Q: 3 clusters Score -8064565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8064563.500000 Penalty: 3630.272461
	Iteration 97Q: 3 clusters Score -8064564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8064564.500000 Penalty: 3630.272461
	Iteration 98Q: 3 clusters Score -8064564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8064568.000000 Penalty: 3630.272461
	Iteration 99Q: 3 clusters Score -8064568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8064563.000000 Penalty: 3630.272461
	Iteration 100F: 3 clusters Score -8064563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8064565.500000 Penalty: 3630.272461
	Iteration 101Q: 3 clusters Score -8064566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8064566.500000 Penalty: 3630.272461
	Iteration 102Q: 3 clusters Score -8064566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8064576.500000 Penalty: 3630.272461
	Iteration 103Q: 3 clusters Score -8064576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8064581.500000 Penalty: 3630.272461
	Iteration 104Q: 3 clusters Score -8064582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8064578.000000 Penalty: 3630.272461
	Iteration 105Q: 3 clusters Score -8064578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8064576.000000 Penalty: 3630.272461
	Iteration 106Q: 3 clusters Score -8064576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8064583.000000 Penalty: 3630.272461
	Iteration 107Q: 3 clusters Score -8064583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8064577.000000 Penalty: 3630.272461
	Iteration 108Q: 3 clusters Score -8064577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8064574.000000 Penalty: 3630.272461
	Iteration 109Q: 3 clusters Score -8064574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8064574.000000 Penalty: 3630.272461
	Iteration 110F: 3 clusters Score -8064574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -492789.000000 Penalty: 1366.669800
	Iteration 0F: 2 clusters Score -492789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -489130.968750 Penalty: 2733.339600
	Iteration 0F: 3 clusters Score -489131 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -490163.093750 Penalty: 2733.339600
	Iteration 1F: 3 clusters Score -490163.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -490457.343750 Penalty: 2733.339600
	Iteration 2F: 3 clusters Score -490457.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -490709.125000 Penalty: 2733.339600
	Iteration 3F: 3 clusters Score -490709.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -490944.187500 Penalty: 2733.339600
	Iteration 4F: 3 clusters Score -490944.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -491171.250000 Penalty: 2733.339600
	Iteration 5F: 3 clusters Score -491171.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -491390.968750 Penalty: 2733.339600
	Iteration 6F: 3 clusters Score -491391 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -491604.656250 Penalty: 2733.339600
	Iteration 7F: 3 clusters Score -491604.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -491834.812500 Penalty: 2733.339600
	Iteration 8F: 3 clusters Score -491834.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -492053.343750 Penalty: 2733.339600
	Iteration 9F: 3 clusters Score -492053.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -492266.062500 Penalty: 2733.339600
	Iteration 10Q: 3 clusters Score -492266.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -492409.468750 Penalty: 2733.339600
	Iteration 11Q: 3 clusters Score -492409.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492494.406250 Penalty: 2733.339600
	Iteration 12Q: 3 clusters Score -492494.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -492537.375000 Penalty: 2733.339600
	Iteration 13Q: 3 clusters Score -492537.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -492557.687500 Penalty: 2733.339600
	Iteration 14Q: 3 clusters Score -492557.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -492571.500000 Penalty: 2733.339600
	Iteration 15Q: 3 clusters Score -492571.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -492580.937500 Penalty: 2733.339600
	Iteration 16Q: 3 clusters Score -492580.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -492588.687500 Penalty: 2733.339600
	Iteration 17Q: 3 clusters Score -492588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -492595.281250 Penalty: 2733.339600
	Iteration 18Q: 3 clusters Score -492595.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -492601.218750 Penalty: 2733.339600
	Iteration 19Q: 3 clusters Score -492601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -492604.687500 Penalty: 2733.339600
	Iteration 20F: 3 clusters Score -492604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -492607.250000 Penalty: 2733.339600
	Iteration 21Q: 3 clusters Score -492607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -492610.531250 Penalty: 2733.339600
	Iteration 22Q: 3 clusters Score -492610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -492612.343750 Penalty: 2733.339600
	Iteration 23Q: 3 clusters Score -492612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -492614.156250 Penalty: 2733.339600
	Iteration 24Q: 3 clusters Score -492614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -492614.531250 Penalty: 2733.339600
	Iteration 25Q: 3 clusters Score -492614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -492614.500000 Penalty: 2733.339600
	Iteration 26Q: 3 clusters Score -492614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -492616.031250 Penalty: 2733.339600
	Iteration 27Q: 3 clusters Score -492616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -492616.031250 Penalty: 2733.339600
	Iteration 28F: 3 clusters Score -492616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Entering Unmasked Estep 
Score: -10687481.000000 Penalty: 1861.734985
	Iteration 0F: 2 clusters Score -1.068748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10624440.000000 Penalty: 3723.469971
	Iteration 0F: 3 clusters Score -1.062444e+07 nChanged 45283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -10650879.000000 Penalty: 3723.469971
	Iteration 1F: 3 clusters Score -1.065088e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -10652045.000000 Penalty: 3723.469971
	Iteration 2Q: 3 clusters Score -1.065204e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -10653754.000000 Penalty: 3723.469971
	Iteration 3Q: 3 clusters Score -1.065375e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -10656847.000000 Penalty: 3723.469971
	Iteration 4F: 3 clusters Score -1.065685e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -10661544.000000 Penalty: 3723.469971
	Iteration 5F: 3 clusters Score -1.066154e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -10668288.000000 Penalty: 3723.469971
	Iteration 6F: 3 clusters Score -1.066829e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -10675256.000000 Penalty: 3723.469971
	Iteration 7F: 3 clusters Score -1.067526e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -10680106.000000 Penalty: 3723.469971
	Iteration 8F: 3 clusters Score -1.068011e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -10682344.000000 Penalty: 3723.469971
	Iteration 9Q: 3 clusters Score -1.068234e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -10683323.000000 Penalty: 3723.469971
	Iteration 10Q: 3 clusters Score -1.068332e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -10683886.000000 Penalty: 3723.469971
	Iteration 11Q: 3 clusters Score -1.068389e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -10684305.000000 Penalty: 3723.469971
	Iteration 12Q: 3 clusters Score -1.06843e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -10684564.000000 Penalty: 3723.469971
	Iteration 13Q: 3 clusters Score -1.068456e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -10684822.000000 Penalty: 3723.469971
	Iteration 14Q: 3 clusters Score -1.068482e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -10685031.000000 Penalty: 3723.469971
	Iteration 15Q: 3 clusters Score -1.068503e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -10685177.000000 Penalty: 3723.469971
	Iteration 16Q: 3 clusters Score -1.068518e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -10685341.000000 Penalty: 3723.469971
	Iteration 17Q: 3 clusters Score -1.068534e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -10685493.000000 Penalty: 3723.469971
	Iteration 18Q: 3 clusters Score -1.068549e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -10685662.000000 Penalty: 3723.469971
	Iteration 19Q: 3 clusters Score -1.068566e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -10685745.000000 Penalty: 3723.469971
	Iteration 20F: 3 clusters Score -1.068574e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -10685785.000000 Penalty: 3723.469971
	Iteration 21Q: 3 clusters Score -1.068578e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -10685820.000000 Penalty: 3723.469971
	Iteration 22Q: 3 clusters Score -1.068582e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -10685906.000000 Penalty: 3723.469971
	Iteration 23Q: 3 clusters Score -1.068591e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -10685942.000000 Penalty: 3723.469971
	Iteration 24Q: 3 clusters Score -1.068594e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -10685988.000000 Penalty: 3723.469971
	Iteration 25Q: 3 clusters Score -1.068599e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -10686071.000000 Penalty: 3723.469971
	Iteration 26Q: 3 clusters Score -1.068607e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -10686159.000000 Penalty: 3723.469971
	Iteration 27Q: 3 clusters Score -1.068616e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -10686205.000000 Penalty: 3723.469971
	Iteration 28Q: 3 clusters Score -1.06862e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -10686208.000000 Penalty: 3723.469971
	Iteration 29Q: 3 clusters Score -1.068621e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -10686195.000000 Penalty: 3723.469971
	Iteration 30Q: 3 clusters Score -1.06862e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -10686181.000000 Penalty: 3723.469971
	Iteration 31Q: 3 clusters Score -1.068618e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -10686190.000000 Penalty: 3723.469971
	Iteration 32Q: 3 clusters Score -1.068619e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -10686194.000000 Penalty: 3723.469971
	Iteration 33Q: 3 clusters Score -1.068619e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -10686214.000000 Penalty: 3723.469971
	Iteration 34Q: 3 clusters Score -1.068621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -10686242.000000 Penalty: 3723.469971
	Iteration 35Q: 3 clusters Score -1.068624e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -10686259.000000 Penalty: 3723.469971
	Iteration 36Q: 3 clusters Score -1.068626e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -10686272.000000 Penalty: 3723.469971
	Iteration 37Q: 3 clusters Score -1.068627e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -10686272.000000 Penalty: 3723.469971
	Iteration 38Q: 3 clusters Score -1.068627e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -10686293.000000 Penalty: 3723.469971
	Iteration 39Q: 3 clusters Score -1.068629e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -10686295.000000 Penalty: 3723.469971
	Iteration 40F: 3 clusters Score -1.06863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -10686318.000000 Penalty: 3723.469971
	Iteration 41Q: 3 clusters Score -1.068632e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -10686338.000000 Penalty: 3723.469971
	Iteration 42Q: 3 clusters Score -1.068634e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -10686345.000000 Penalty: 3723.469971
	Iteration 43Q: 3 clusters Score -1.068634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -10686349.000000 Penalty: 3723.469971
	Iteration 44Q: 3 clusters Score -1.068635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -10686338.000000 Penalty: 3723.469971
	Iteration 45Q: 3 clusters Score -1.068634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -10686345.000000 Penalty: 3723.469971
	Iteration 46Q: 3 clusters Score -1.068634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -10686354.000000 Penalty: 3723.469971
	Iteration 47Q: 3 clusters Score -1.068635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -10686358.000000 Penalty: 3723.469971
	Iteration 48Q: 3 clusters Score -1.068636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -10686355.000000 Penalty: 3723.469971
	Iteration 49Q: 3 clusters Score -1.068636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -10686342.000000 Penalty: 3723.469971
	Iteration 50Q: 3 clusters Score -1.068634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -10686348.000000 Penalty: 3723.469971
	Iteration 51Q: 3 clusters Score -1.068635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -10686342.000000 Penalty: 3723.469971
	Iteration 52Q: 3 clusters Score -1.068634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -10686341.000000 Penalty: 3723.469971
	Iteration 53Q: 3 clusters Score -1.068634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -10686341.000000 Penalty: 3723.469971
	Iteration 54Q: 3 clusters Score -1.068634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -10686338.000000 Penalty: 3723.469971
	Iteration 55Q: 3 clusters Score -1.068634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -10686353.000000 Penalty: 3723.469971
	Iteration 56Q: 3 clusters Score -1.068635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -10686352.000000 Penalty: 3723.469971
	Iteration 57Q: 3 clusters Score -1.068635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -10686351.000000 Penalty: 3723.469971
	Iteration 58Q: 3 clusters Score -1.068635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -10686361.000000 Penalty: 3723.469971
	Iteration 59Q: 3 clusters Score -1.068636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -10686349.000000 Penalty: 3723.469971
	Iteration 60F: 3 clusters Score -1.068635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -10686353.000000 Penalty: 3723.469971
	Iteration 61Q: 3 clusters Score -1.068635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -10686360.000000 Penalty: 3723.469971
	Iteration 62Q: 3 clusters Score -1.068636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -10686360.000000 Penalty: 3723.469971
	Iteration 63Q: 3 clusters Score -1.068636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -10686361.000000 Penalty: 3723.469971
	Iteration 64Q: 3 clusters Score -1.068636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -10686352.000000 Penalty: 3723.469971
	Iteration 65Q: 3 clusters Score -1.068635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -10686347.000000 Penalty: 3723.469971
	Iteration 66Q: 3 clusters Score -1.068635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -10686346.000000 Penalty: 3723.469971
	Iteration 67Q: 3 clusters Score -1.068635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -10686354.000000 Penalty: 3723.469971
	Iteration 68Q: 3 clusters Score -1.068635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -10686351.000000 Penalty: 3723.469971
	Iteration 69Q: 3 clusters Score -1.068635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -10686359.000000 Penalty: 3723.469971
	Iteration 70Q: 3 clusters Score -1.068636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -10686364.000000 Penalty: 3723.469971
	Iteration 71Q: 3 clusters Score -1.068636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -10686362.000000 Penalty: 3723.469971
	Iteration 72Q: 3 clusters Score -1.068636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -10686373.000000 Penalty: 3723.469971
	Iteration 73Q: 3 clusters Score -1.068637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -10686363.000000 Penalty: 3723.469971
	Iteration 74Q: 3 clusters Score -1.068636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -10686365.000000 Penalty: 3723.469971
	Iteration 75Q: 3 clusters Score -1.068636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -10686360.000000 Penalty: 3723.469971
	Iteration 76Q: 3 clusters Score -1.068636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -10686358.000000 Penalty: 3723.469971
	Iteration 77Q: 3 clusters Score -1.068636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -10686357.000000 Penalty: 3723.469971
	Iteration 78Q: 3 clusters Score -1.068636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -10686356.000000 Penalty: 3723.469971
	Iteration 79Q: 3 clusters Score -1.068636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -10686354.000000 Penalty: 3723.469971
	Iteration 80F: 3 clusters Score -1.068635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -10686363.000000 Penalty: 3723.469971
	Iteration 81Q: 3 clusters Score -1.068636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 91909 members 
Entering Unmasked Estep 
Score: -10686357.000000 Penalty: 3723.469971
	Iteration 82Q: 3 clusters Score -1.068636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -10686363.000000 Penalty: 3723.469971
	Iteration 83Q: 3 clusters Score -1.068636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -10686362.000000 Penalty: 3723.469971
	Iteration 84Q: 3 clusters Score -1.068636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -10686358.000000 Penalty: 3723.469971
	Iteration 85Q: 3 clusters Score -1.068636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -10686362.000000 Penalty: 3723.469971
	Iteration 86Q: 3 clusters Score -1.068636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -10686367.000000 Penalty: 3723.469971
	Iteration 87Q: 3 clusters Score -1.068637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -10686361.000000 Penalty: 3723.469971
	Iteration 88Q: 3 clusters Score -1.068636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -10686365.000000 Penalty: 3723.469971
	Iteration 89Q: 3 clusters Score -1.068636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -10686360.000000 Penalty: 3723.469971
	Iteration 90Q: 3 clusters Score -1.068636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 91950 members 
Entering Unmasked Estep 
Score: -10686357.000000 Penalty: 3723.469971
	Iteration 91Q: 3 clusters Score -1.068636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -10686358.000000 Penalty: 3723.469971
	Iteration 92Q: 3 clusters Score -1.068636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -10686362.000000 Penalty: 3723.469971
	Iteration 93Q: 3 clusters Score -1.068636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -10686372.000000 Penalty: 3723.469971
	Iteration 94Q: 3 clusters Score -1.068637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -10686366.000000 Penalty: 3723.469971
	Iteration 95Q: 3 clusters Score -1.068637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -10686370.000000 Penalty: 3723.469971
	Iteration 96Q: 3 clusters Score -1.068637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -10686379.000000 Penalty: 3723.469971
	Iteration 97Q: 3 clusters Score -1.068638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -10686379.000000 Penalty: 3723.469971
	Iteration 98Q: 3 clusters Score -1.068638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -10686381.000000 Penalty: 3723.469971
	Iteration 99Q: 3 clusters Score -1.068638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -10686377.000000 Penalty: 3723.469971
	Iteration 100F: 3 clusters Score -1.068638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -10686375.000000 Penalty: 3723.469971
	Iteration 101Q: 3 clusters Score -1.068638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -10686372.000000 Penalty: 3723.469971
	Iteration 102Q: 3 clusters Score -1.068637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -10686375.000000 Penalty: 3723.469971
	Iteration 103Q: 3 clusters Score -1.068638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -10686371.000000 Penalty: 3723.469971
	Iteration 104Q: 3 clusters Score -1.068637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -10686371.000000 Penalty: 3723.469971
	Iteration 105Q: 3 clusters Score -1.068637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -10686371.000000 Penalty: 3723.469971
	Iteration 106Q: 3 clusters Score -1.068637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -10686371.000000 Penalty: 3723.469971
	Iteration 107F: 3 clusters Score -1.068637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Entering Unmasked Estep 
Score: -9996352.000000 Penalty: 1850.610229
	Iteration 0F: 2 clusters Score -9996352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -9937431.000000 Penalty: 3701.220459
	Iteration 0F: 3 clusters Score -9937431 nChanged 42206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -9961914.000000 Penalty: 3701.220459
	Iteration 1F: 3 clusters Score -9961914 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -9962758.000000 Penalty: 3701.220459
	Iteration 2Q: 3 clusters Score -9962758 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9964118.000000 Penalty: 3701.220459
	Iteration 3Q: 3 clusters Score -9964118 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -9966164.000000 Penalty: 3701.220459
	Iteration 4Q: 3 clusters Score -9966164 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -9969538.000000 Penalty: 3701.220459
	Iteration 5F: 3 clusters Score -9969538 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -9974760.000000 Penalty: 3701.220459
	Iteration 6F: 3 clusters Score -9974760 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -9981317.000000 Penalty: 3701.220459
	Iteration 7F: 3 clusters Score -9981317 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -9986642.000000 Penalty: 3701.220459
	Iteration 8F: 3 clusters Score -9986642 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -9988803.000000 Penalty: 3701.220459
	Iteration 9Q: 3 clusters Score -9988803 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -9989613.000000 Penalty: 3701.220459
	Iteration 10Q: 3 clusters Score -9989613 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9990117.000000 Penalty: 3701.220459
	Iteration 11Q: 3 clusters Score -9990117 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9990455.000000 Penalty: 3701.220459
	Iteration 12Q: 3 clusters Score -9990455 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -9990662.000000 Penalty: 3701.220459
	Iteration 13Q: 3 clusters Score -9990662 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9990821.000000 Penalty: 3701.220459
	Iteration 14Q: 3 clusters Score -9990821 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9990889.000000 Penalty: 3701.220459
	Iteration 15Q: 3 clusters Score -9990889 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -9990927.000000 Penalty: 3701.220459
	Iteration 16Q: 3 clusters Score -9990927 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -9990962.000000 Penalty: 3701.220459
	Iteration 17Q: 3 clusters Score -9990962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -9990953.000000 Penalty: 3701.220459
	Iteration 18Q: 3 clusters Score -9990953 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -9991008.000000 Penalty: 3701.220459
	Iteration 19Q: 3 clusters Score -9991008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9990985.000000 Penalty: 3701.220459
	Iteration 20F: 3 clusters Score -9990985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -9991012.000000 Penalty: 3701.220459
	Iteration 21Q: 3 clusters Score -9991012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9991038.000000 Penalty: 3701.220459
	Iteration 22Q: 3 clusters Score -9991038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -9991019.000000 Penalty: 3701.220459
	Iteration 23Q: 3 clusters Score -9991019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9990995.000000 Penalty: 3701.220459
	Iteration 24Q: 3 clusters Score -9990995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -9991001.000000 Penalty: 3701.220459
	Iteration 25Q: 3 clusters Score -9991001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -9991007.000000 Penalty: 3701.220459
	Iteration 26Q: 3 clusters Score -9991007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -9990993.000000 Penalty: 3701.220459
	Iteration 27Q: 3 clusters Score -9990993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -9990993.000000 Penalty: 3701.220459
	Iteration 28Q: 3 clusters Score -9990993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9990984.000000 Penalty: 3701.220459
	Iteration 29Q: 3 clusters Score -9990984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -9990987.000000 Penalty: 3701.220459
	Iteration 30Q: 3 clusters Score -9990987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9990985.000000 Penalty: 3701.220459
	Iteration 31Q: 3 clusters Score -9990985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -9990999.000000 Penalty: 3701.220459
	Iteration 32Q: 3 clusters Score -9990999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -9990990.000000 Penalty: 3701.220459
	Iteration 33Q: 3 clusters Score -9990990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -9991000.000000 Penalty: 3701.220459
	Iteration 34Q: 3 clusters Score -9991000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -9990985.000000 Penalty: 3701.220459
	Iteration 35Q: 3 clusters Score -9990985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9990974.000000 Penalty: 3701.220459
	Iteration 36Q: 3 clusters Score -9990974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -9990973.000000 Penalty: 3701.220459
	Iteration 37Q: 3 clusters Score -9990973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9990972.000000 Penalty: 3701.220459
	Iteration 38Q: 3 clusters Score -9990972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9990979.000000 Penalty: 3701.220459
	Iteration 39Q: 3 clusters Score -9990979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -9990991.000000 Penalty: 3701.220459
	Iteration 40F: 3 clusters Score -9990991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -9990992.000000 Penalty: 3701.220459
	Iteration 41Q: 3 clusters Score -9990992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -9990974.000000 Penalty: 3701.220459
	Iteration 42Q: 3 clusters Score -9990974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -9990984.000000 Penalty: 3701.220459
	Iteration 43Q: 3 clusters Score -9990984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -9990978.000000 Penalty: 3701.220459
	Iteration 44Q: 3 clusters Score -9990978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -9990981.000000 Penalty: 3701.220459
	Iteration 45Q: 3 clusters Score -9990981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -9990966.000000 Penalty: 3701.220459
	Iteration 46Q: 3 clusters Score -9990966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -9990969.000000 Penalty: 3701.220459
	Iteration 47Q: 3 clusters Score -9990969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -9990971.000000 Penalty: 3701.220459
	Iteration 48Q: 3 clusters Score -9990971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -9990965.000000 Penalty: 3701.220459
	Iteration 49Q: 3 clusters Score -9990965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -9990973.000000 Penalty: 3701.220459
	Iteration 50Q: 3 clusters Score -9990973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -9990975.000000 Penalty: 3701.220459
	Iteration 51Q: 3 clusters Score -9990975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -9990972.000000 Penalty: 3701.220459
	Iteration 52Q: 3 clusters Score -9990972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -9990970.000000 Penalty: 3701.220459
	Iteration 53Q: 3 clusters Score -9990970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9990978.000000 Penalty: 3701.220459
	Iteration 54Q: 3 clusters Score -9990978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -9990974.000000 Penalty: 3701.220459
	Iteration 55Q: 3 clusters Score -9990974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -9990977.000000 Penalty: 3701.220459
	Iteration 56Q: 3 clusters Score -9990977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -9990981.000000 Penalty: 3701.220459
	Iteration 57Q: 3 clusters Score -9990981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -9990979.000000 Penalty: 3701.220459
	Iteration 58Q: 3 clusters Score -9990979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -9990983.000000 Penalty: 3701.220459
	Iteration 59Q: 3 clusters Score -9990983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -9990986.000000 Penalty: 3701.220459
	Iteration 60F: 3 clusters Score -9990986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (140123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Entering Unmasked Estep 
Score: -15771400.000000 Penalty: 1925.669800
	Iteration 0F: 2 clusters Score -1.57714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -15682209.000000 Penalty: 3851.339600
	Iteration 0F: 3 clusters Score -1.568221e+07 nChanged 67437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -15722618.000000 Penalty: 3851.339600
	Iteration 1F: 3 clusters Score -1.572262e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -15724287.000000 Penalty: 3851.339600
	Iteration 2Q: 3 clusters Score -1.572429e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -15726721.000000 Penalty: 3851.339600
	Iteration 3Q: 3 clusters Score -1.572672e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -15730385.000000 Penalty: 3851.339600
	Iteration 4F: 3 clusters Score -1.573038e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -15736226.000000 Penalty: 3851.339600
	Iteration 5F: 3 clusters Score -1.573623e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -15744140.000000 Penalty: 3851.339600
	Iteration 6F: 3 clusters Score -1.574414e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -15752149.000000 Penalty: 3851.339600
	Iteration 7F: 3 clusters Score -1.575215e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -15757743.000000 Penalty: 3851.339600
	Iteration 8F: 3 clusters Score -1.575774e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -15760973.000000 Penalty: 3851.339600
	Iteration 9Q: 3 clusters Score -1.576097e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -15763086.000000 Penalty: 3851.339600
	Iteration 10Q: 3 clusters Score -1.576309e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127266 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -15764772.000000 Penalty: 3851.339600
	Iteration 11Q: 3 clusters Score -1.576477e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -15766170.000000 Penalty: 3851.339600
	Iteration 12Q: 3 clusters Score -1.576617e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -15767460.000000 Penalty: 3851.339600
	Iteration 13Q: 3 clusters Score -1.576746e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135608 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -15768386.000000 Penalty: 3851.339600
	Iteration 14Q: 3 clusters Score -1.576839e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15768913.000000 Penalty: 3851.339600
	Iteration 15Q: 3 clusters Score -1.576891e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15769238.000000 Penalty: 3851.339600
	Iteration 16Q: 3 clusters Score -1.576924e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15769490.000000 Penalty: 3851.339600
	Iteration 17Q: 3 clusters Score -1.576949e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139094 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15769575.000000 Penalty: 3851.339600
	Iteration 18Q: 3 clusters Score -1.576958e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15769664.000000 Penalty: 3851.339600
	Iteration 19Q: 3 clusters Score -1.576966e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15769698.000000 Penalty: 3851.339600
	Iteration 20F: 3 clusters Score -1.57697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -15769749.000000 Penalty: 3851.339600
	Iteration 21Q: 3 clusters Score -1.576975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15769760.000000 Penalty: 3851.339600
	Iteration 22Q: 3 clusters Score -1.576976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15769782.000000 Penalty: 3851.339600
	Iteration 23Q: 3 clusters Score -1.576978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139657 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15769789.000000 Penalty: 3851.339600
	Iteration 24Q: 3 clusters Score -1.576979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139681 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15769785.000000 Penalty: 3851.339600
	Iteration 25Q: 3 clusters Score -1.576978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15769799.000000 Penalty: 3851.339600
	Iteration 26Q: 3 clusters Score -1.57698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15769816.000000 Penalty: 3851.339600
	Iteration 27Q: 3 clusters Score -1.576982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15769822.000000 Penalty: 3851.339600
	Iteration 28Q: 3 clusters Score -1.576982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15769819.000000 Penalty: 3851.339600
	Iteration 29Q: 3 clusters Score -1.576982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15769813.000000 Penalty: 3851.339600
	Iteration 30Q: 3 clusters Score -1.576981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -15769815.000000 Penalty: 3851.339600
	Iteration 31Q: 3 clusters Score -1.576982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -15769822.000000 Penalty: 3851.339600
	Iteration 32Q: 3 clusters Score -1.576982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15769812.000000 Penalty: 3851.339600
	Iteration 33Q: 3 clusters Score -1.576981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15769822.000000 Penalty: 3851.339600
	Iteration 34Q: 3 clusters Score -1.576982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -15769827.000000 Penalty: 3851.339600
	Iteration 35Q: 3 clusters Score -1.576983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15769827.000000 Penalty: 3851.339600
	Iteration 36Q: 3 clusters Score -1.576983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15769826.000000 Penalty: 3851.339600
	Iteration 37Q: 3 clusters Score -1.576983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15769817.000000 Penalty: 3851.339600
	Iteration 38Q: 3 clusters Score -1.576982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15769819.000000 Penalty: 3851.339600
	Iteration 39Q: 3 clusters Score -1.576982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15769819.000000 Penalty: 3851.339600
	Iteration 40F: 3 clusters Score -1.576982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -1322277.500000 Penalty: 1519.730469
	Iteration 0F: 2 clusters Score -1322278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1314109.375000 Penalty: 3039.460938
	Iteration 0F: 3 clusters Score -1314109 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1316928.875000 Penalty: 3039.460938
	Iteration 1F: 3 clusters Score -1316929 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1317223.000000 Penalty: 3039.460938
	Iteration 2F: 3 clusters Score -1317223 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1317495.625000 Penalty: 3039.460938
	Iteration 3Q: 3 clusters Score -1317496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1317740.125000 Penalty: 3039.460938
	Iteration 4Q: 3 clusters Score -1317740 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1318016.750000 Penalty: 3039.460938
	Iteration 5Q: 3 clusters Score -1318017 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1318305.750000 Penalty: 3039.460938
	Iteration 6Q: 3 clusters Score -1318306 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1318582.125000 Penalty: 3039.460938
	Iteration 7Q: 3 clusters Score -1318582 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1318890.625000 Penalty: 3039.460938
	Iteration 8Q: 3 clusters Score -1318891 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1319153.375000 Penalty: 3039.460938
	Iteration 9Q: 3 clusters Score -1319153 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1319339.625000 Penalty: 3039.460938
	Iteration 10Q: 3 clusters Score -1319340 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1319456.500000 Penalty: 3039.460938
	Iteration 11Q: 3 clusters Score -1319456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1319521.250000 Penalty: 3039.460938
	Iteration 12Q: 3 clusters Score -1319521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1319549.000000 Penalty: 3039.460938
	Iteration 13Q: 3 clusters Score -1319549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1319568.625000 Penalty: 3039.460938
	Iteration 14Q: 3 clusters Score -1319569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1319580.250000 Penalty: 3039.460938
	Iteration 15Q: 3 clusters Score -1319580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1319587.250000 Penalty: 3039.460938
	Iteration 16Q: 3 clusters Score -1319587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1319596.000000 Penalty: 3039.460938
	Iteration 17Q: 3 clusters Score -1319596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1319601.750000 Penalty: 3039.460938
	Iteration 18Q: 3 clusters Score -1319602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1319606.250000 Penalty: 3039.460938
	Iteration 19Q: 3 clusters Score -1319606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1319613.125000 Penalty: 3039.460938
	Iteration 20F: 3 clusters Score -1319613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1319613.750000 Penalty: 3039.460938
	Iteration 21Q: 3 clusters Score -1319614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1319614.750000 Penalty: 3039.460938
	Iteration 22Q: 3 clusters Score -1319615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1319618.750000 Penalty: 3039.460938
	Iteration 23Q: 3 clusters Score -1319619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1319618.500000 Penalty: 3039.460938
	Iteration 24Q: 3 clusters Score -1319618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1319617.250000 Penalty: 3039.460938
	Iteration 25Q: 3 clusters Score -1319617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1319620.125000 Penalty: 3039.460938
	Iteration 26Q: 3 clusters Score -1319620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1319622.875000 Penalty: 3039.460938
	Iteration 27Q: 3 clusters Score -1319623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1319620.875000 Penalty: 3039.460938
	Iteration 28Q: 3 clusters Score -1319621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1319618.875000 Penalty: 3039.460938
	Iteration 29Q: 3 clusters Score -1319619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1319620.000000 Penalty: 3039.460938
	Iteration 30Q: 3 clusters Score -1319620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1319621.875000 Penalty: 3039.460938
	Iteration 31Q: 3 clusters Score -1319622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1319620.750000 Penalty: 3039.460938
	Iteration 32Q: 3 clusters Score -1319621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1319623.375000 Penalty: 3039.460938
	Iteration 33Q: 3 clusters Score -1319623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1319626.625000 Penalty: 3039.460938
	Iteration 34Q: 3 clusters Score -1319627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1319628.625000 Penalty: 3039.460938
	Iteration 35Q: 3 clusters Score -1319629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1319628.500000 Penalty: 3039.460938
	Iteration 36Q: 3 clusters Score -1319628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1319628.000000 Penalty: 3039.460938
	Iteration 37Q: 3 clusters Score -1319628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1319629.500000 Penalty: 3039.460938
	Iteration 38Q: 3 clusters Score -1319630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1319629.500000 Penalty: 3039.460938
	Iteration 39Q: 3 clusters Score -1319630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1319627.875000 Penalty: 3039.460938
	Iteration 40F: 3 clusters Score -1319628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1319631.250000 Penalty: 3039.460938
	Iteration 41Q: 3 clusters Score -1319631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1319630.125000 Penalty: 3039.460938
	Iteration 42Q: 3 clusters Score -1319630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1319630.625000 Penalty: 3039.460938
	Iteration 43Q: 3 clusters Score -1319631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1319635.125000 Penalty: 3039.460938
	Iteration 44Q: 3 clusters Score -1319635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1319633.625000 Penalty: 3039.460938
	Iteration 45Q: 3 clusters Score -1319634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1319637.625000 Penalty: 3039.460938
	Iteration 46Q: 3 clusters Score -1319638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1319640.500000 Penalty: 3039.460938
	Iteration 47Q: 3 clusters Score -1319640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1319642.875000 Penalty: 3039.460938
	Iteration 48Q: 3 clusters Score -1319643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1319642.125000 Penalty: 3039.460938
	Iteration 49Q: 3 clusters Score -1319642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1319643.375000 Penalty: 3039.460938
	Iteration 50Q: 3 clusters Score -1319643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1319646.750000 Penalty: 3039.460938
	Iteration 51Q: 3 clusters Score -1319647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1319647.000000 Penalty: 3039.460938
	Iteration 52Q: 3 clusters Score -1319647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1319647.250000 Penalty: 3039.460938
	Iteration 53Q: 3 clusters Score -1319647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1319650.125000 Penalty: 3039.460938
	Iteration 54Q: 3 clusters Score -1319650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1319648.750000 Penalty: 3039.460938
	Iteration 55Q: 3 clusters Score -1319649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1319648.625000 Penalty: 3039.460938
	Iteration 56Q: 3 clusters Score -1319649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1319649.250000 Penalty: 3039.460938
	Iteration 57Q: 3 clusters Score -1319649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1319650.875000 Penalty: 3039.460938
	Iteration 58Q: 3 clusters Score -1319651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1319649.500000 Penalty: 3039.460938
	Iteration 59Q: 3 clusters Score -1319650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1319652.125000 Penalty: 3039.460938
	Iteration 60F: 3 clusters Score -1319652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1319648.625000 Penalty: 3039.460938
	Iteration 61Q: 3 clusters Score -1319649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1319648.250000 Penalty: 3039.460938
	Iteration 62Q: 3 clusters Score -1319648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1319649.250000 Penalty: 3039.460938
	Iteration 63Q: 3 clusters Score -1319649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1319649.000000 Penalty: 3039.460938
	Iteration 64Q: 3 clusters Score -1319649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1319649.125000 Penalty: 3039.460938
	Iteration 65Q: 3 clusters Score -1319649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1319648.875000 Penalty: 3039.460938
	Iteration 66Q: 3 clusters Score -1319649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1319649.875000 Penalty: 3039.460938
	Iteration 67Q: 3 clusters Score -1319650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1319649.500000 Penalty: 3039.460938
	Iteration 68Q: 3 clusters Score -1319650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1319649.750000 Penalty: 3039.460938
	Iteration 69Q: 3 clusters Score -1319650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1319651.000000 Penalty: 3039.460938
	Iteration 70Q: 3 clusters Score -1319651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1319651.000000 Penalty: 3039.460938
	Iteration 71F: 3 clusters Score -1319651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16495.625000 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16495.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15840.727539 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15840.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15942.431641 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15942.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15983.400391 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -15983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16022.619141 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -16022.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16058.336914 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -16058.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16069.867188 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -16069.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16072.332031 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -16072.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16076.925781 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -16076.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16081.824219 Penalty: 1721.953125
	Iteration 8Q: 3 clusters Score -16081.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16081.824219 Penalty: 1721.953125
	Iteration 9F: 3 clusters Score -16081.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Entering Unmasked Estep 
Score: -9920666.000000 Penalty: 1851.573730
	Iteration 0F: 2 clusters Score -9920666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -9861717.000000 Penalty: 3703.147461
	Iteration 0F: 3 clusters Score -9861717 nChanged 42116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9885683.000000 Penalty: 3703.147461
	Iteration 1F: 3 clusters Score -9885683 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -9886230.000000 Penalty: 3703.147461
	Iteration 2Q: 3 clusters Score -9886230 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -9886863.000000 Penalty: 3703.147461
	Iteration 3Q: 3 clusters Score -9886863 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -9887532.000000 Penalty: 3703.147461
	Iteration 4Q: 3 clusters Score -9887532 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -9888463.000000 Penalty: 3703.147461
	Iteration 5Q: 3 clusters Score -9888463 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -9889908.000000 Penalty: 3703.147461
	Iteration 6Q: 3 clusters Score -9889908 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -9891963.000000 Penalty: 3703.147461
	Iteration 7F: 3 clusters Score -9891963 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -9894795.000000 Penalty: 3703.147461
	Iteration 8F: 3 clusters Score -9894795 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -9898377.000000 Penalty: 3703.147461
	Iteration 9F: 3 clusters Score -9898377 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -9902798.000000 Penalty: 3703.147461
	Iteration 10F: 3 clusters Score -9902798 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -9907431.000000 Penalty: 3703.147461
	Iteration 11F: 3 clusters Score -9907431 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9911490.000000 Penalty: 3703.147461
	Iteration 12F: 3 clusters Score -9911490 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -9914726.000000 Penalty: 3703.147461
	Iteration 13Q: 3 clusters Score -9914726 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -9916822.000000 Penalty: 3703.147461
	Iteration 14Q: 3 clusters Score -9916822 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -9917963.000000 Penalty: 3703.147461
	Iteration 15Q: 3 clusters Score -9917963 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -9918494.000000 Penalty: 3703.147461
	Iteration 16Q: 3 clusters Score -9918494 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -9918718.000000 Penalty: 3703.147461
	Iteration 17Q: 3 clusters Score -9918718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -9918862.000000 Penalty: 3703.147461
	Iteration 18Q: 3 clusters Score -9918862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -9918960.000000 Penalty: 3703.147461
	Iteration 19Q: 3 clusters Score -9918960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -9918994.000000 Penalty: 3703.147461
	Iteration 20F: 3 clusters Score -9918994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -9919022.000000 Penalty: 3703.147461
	Iteration 21Q: 3 clusters Score -9919022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -9919040.000000 Penalty: 3703.147461
	Iteration 22Q: 3 clusters Score -9919040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -9919065.000000 Penalty: 3703.147461
	Iteration 23Q: 3 clusters Score -9919065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -9919077.000000 Penalty: 3703.147461
	Iteration 24Q: 3 clusters Score -9919077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -9919080.000000 Penalty: 3703.147461
	Iteration 25Q: 3 clusters Score -9919080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -9919087.000000 Penalty: 3703.147461
	Iteration 26Q: 3 clusters Score -9919087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -9919089.000000 Penalty: 3703.147461
	Iteration 27Q: 3 clusters Score -9919089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -9919083.000000 Penalty: 3703.147461
	Iteration 28Q: 3 clusters Score -9919083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -9919092.000000 Penalty: 3703.147461
	Iteration 29Q: 3 clusters Score -9919092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -9919092.000000 Penalty: 3703.147461
	Iteration 30F: 3 clusters Score -9919092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Entering Unmasked Estep 
Score: -2241100.750000 Penalty: 1604.668457
	Iteration 0F: 2 clusters Score -2241101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2227790.250000 Penalty: 3209.336914
	Iteration 0F: 3 clusters Score -2227790 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2232515.000000 Penalty: 3209.336914
	Iteration 1F: 3 clusters Score -2232515 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2232811.250000 Penalty: 3209.336914
	Iteration 2Q: 3 clusters Score -2232811 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2233083.250000 Penalty: 3209.336914
	Iteration 3Q: 3 clusters Score -2233083 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2233341.250000 Penalty: 3209.336914
	Iteration 4Q: 3 clusters Score -2233341 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2233649.750000 Penalty: 3209.336914
	Iteration 5Q: 3 clusters Score -2233650 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2234001.000000 Penalty: 3209.336914
	Iteration 6Q: 3 clusters Score -2234001 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2234463.750000 Penalty: 3209.336914
	Iteration 7Q: 3 clusters Score -2234464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2234993.000000 Penalty: 3209.336914
	Iteration 8Q: 3 clusters Score -2234993 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2235599.500000 Penalty: 3209.336914
	Iteration 9Q: 3 clusters Score -2235600 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2236254.000000 Penalty: 3209.336914
	Iteration 10Q: 3 clusters Score -2236254 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2236860.750000 Penalty: 3209.336914
	Iteration 11Q: 3 clusters Score -2236861 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2237364.750000 Penalty: 3209.336914
	Iteration 12Q: 3 clusters Score -2237365 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2237728.250000 Penalty: 3209.336914
	Iteration 13Q: 3 clusters Score -2237728 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2237944.250000 Penalty: 3209.336914
	Iteration 14Q: 3 clusters Score -2237944 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2238130.000000 Penalty: 3209.336914
	Iteration 15Q: 3 clusters Score -2238130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2238281.250000 Penalty: 3209.336914
	Iteration 16Q: 3 clusters Score -2238281 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2238431.500000 Penalty: 3209.336914
	Iteration 17Q: 3 clusters Score -2238432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2238565.750000 Penalty: 3209.336914
	Iteration 18Q: 3 clusters Score -2238566 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2238675.750000 Penalty: 3209.336914
	Iteration 19Q: 3 clusters Score -2238676 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2238780.250000 Penalty: 3209.336914
	Iteration 20F: 3 clusters Score -2238780 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2238877.000000 Penalty: 3209.336914
	Iteration 21Q: 3 clusters Score -2238877 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2238970.750000 Penalty: 3209.336914
	Iteration 22Q: 3 clusters Score -2238971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2239049.000000 Penalty: 3209.336914
	Iteration 23Q: 3 clusters Score -2239049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2239103.750000 Penalty: 3209.336914
	Iteration 24Q: 3 clusters Score -2239104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2239150.750000 Penalty: 3209.336914
	Iteration 25Q: 3 clusters Score -2239151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2239189.500000 Penalty: 3209.336914
	Iteration 26Q: 3 clusters Score -2239190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2239229.000000 Penalty: 3209.336914
	Iteration 27Q: 3 clusters Score -2239229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2239253.750000 Penalty: 3209.336914
	Iteration 28Q: 3 clusters Score -2239254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2239277.750000 Penalty: 3209.336914
	Iteration 29Q: 3 clusters Score -2239278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2239296.000000 Penalty: 3209.336914
	Iteration 30Q: 3 clusters Score -2239296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2239318.250000 Penalty: 3209.336914
	Iteration 31Q: 3 clusters Score -2239318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2239344.750000 Penalty: 3209.336914
	Iteration 32Q: 3 clusters Score -2239345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2239362.000000 Penalty: 3209.336914
	Iteration 33Q: 3 clusters Score -2239362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2239373.500000 Penalty: 3209.336914
	Iteration 34Q: 3 clusters Score -2239374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2239389.250000 Penalty: 3209.336914
	Iteration 35Q: 3 clusters Score -2239389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2239399.500000 Penalty: 3209.336914
	Iteration 36Q: 3 clusters Score -2239400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2239397.500000 Penalty: 3209.336914
	Iteration 37Q: 3 clusters Score -2239398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2239401.500000 Penalty: 3209.336914
	Iteration 38Q: 3 clusters Score -2239402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2239409.000000 Penalty: 3209.336914
	Iteration 39Q: 3 clusters Score -2239409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2239409.000000 Penalty: 3209.336914
	Iteration 40F: 3 clusters Score -2239409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2239414.250000 Penalty: 3209.336914
	Iteration 41Q: 3 clusters Score -2239414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2239414.000000 Penalty: 3209.336914
	Iteration 42Q: 3 clusters Score -2239414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2239416.500000 Penalty: 3209.336914
	Iteration 43Q: 3 clusters Score -2239416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2239421.250000 Penalty: 3209.336914
	Iteration 44Q: 3 clusters Score -2239421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2239421.000000 Penalty: 3209.336914
	Iteration 45Q: 3 clusters Score -2239421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2239421.750000 Penalty: 3209.336914
	Iteration 46Q: 3 clusters Score -2239422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2239422.750000 Penalty: 3209.336914
	Iteration 47Q: 3 clusters Score -2239423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2239426.250000 Penalty: 3209.336914
	Iteration 48Q: 3 clusters Score -2239426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2239434.750000 Penalty: 3209.336914
	Iteration 49Q: 3 clusters Score -2239435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2239436.750000 Penalty: 3209.336914
	Iteration 50Q: 3 clusters Score -2239437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2239436.000000 Penalty: 3209.336914
	Iteration 51Q: 3 clusters Score -2239436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2239441.750000 Penalty: 3209.336914
	Iteration 52Q: 3 clusters Score -2239442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2239446.250000 Penalty: 3209.336914
	Iteration 53Q: 3 clusters Score -2239446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2239454.000000 Penalty: 3209.336914
	Iteration 54Q: 3 clusters Score -2239454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2239456.250000 Penalty: 3209.336914
	Iteration 55Q: 3 clusters Score -2239456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2239454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2239462.000000 Penalty: 3209.336914
	Iteration 57Q: 3 clusters Score -2239462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2239460.250000 Penalty: 3209.336914
	Iteration 58Q: 3 clusters Score -2239460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2239464.500000 Penalty: 3209.336914
	Iteration 59Q: 3 clusters Score -2239464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2239465.500000 Penalty: 3209.336914
	Iteration 60F: 3 clusters Score -2239466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2239469.750000 Penalty: 3209.336914
	Iteration 61Q: 3 clusters Score -2239470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2239475.250000 Penalty: 3209.336914
	Iteration 62Q: 3 clusters Score -2239475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2239472.250000 Penalty: 3209.336914
	Iteration 63Q: 3 clusters Score -2239472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2239472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2239473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2239474.750000 Penalty: 3209.336914
	Iteration 66Q: 3 clusters Score -2239475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2239474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2239475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2239474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2239481.250000 Penalty: 3209.336914
	Iteration 70Q: 3 clusters Score -2239481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2239485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2239485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2239487.750000 Penalty: 3209.336914
	Iteration 73Q: 3 clusters Score -2239488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2239487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2239490.250000 Penalty: 3209.336914
	Iteration 75Q: 3 clusters Score -2239490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2239487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2239483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2239486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2239490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2239490.750000 Penalty: 3209.336914
	Iteration 80F: 3 clusters Score -2239491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2239496.250000 Penalty: 3209.336914
	Iteration 81Q: 3 clusters Score -2239496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2239492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2239495.500000 Penalty: 3209.336914
	Iteration 83Q: 3 clusters Score -2239496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2239496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2239496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2239496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2239498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2239500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2239501.000000 Penalty: 3209.336914
	Iteration 89Q: 3 clusters Score -2239501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2239507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2239506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2239506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2239508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2239508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2239512.500000 Penalty: 3209.336914
	Iteration 95Q: 3 clusters Score -2239512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2239510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2239513.500000 Penalty: 3209.336914
	Iteration 97Q: 3 clusters Score -2239514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2239513.250000 Penalty: 3209.336914
	Iteration 98Q: 3 clusters Score -2239513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2239516.000000 Penalty: 3209.336914
	Iteration 99Q: 3 clusters Score -2239516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2239516.750000 Penalty: 3209.336914
	Iteration 100F: 3 clusters Score -2239517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2239520.750000 Penalty: 3209.336914
	Iteration 101Q: 3 clusters Score -2239521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2239517.500000 Penalty: 3209.336914
	Iteration 102Q: 3 clusters Score -2239518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2239517.250000 Penalty: 3209.336914
	Iteration 103Q: 3 clusters Score -2239517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2239520.000000 Penalty: 3209.336914
	Iteration 104Q: 3 clusters Score -2239520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2239520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2239519.500000 Penalty: 3209.336914
	Iteration 106Q: 3 clusters Score -2239520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2239518.500000 Penalty: 3209.336914
	Iteration 107Q: 3 clusters Score -2239518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2239519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2239521.000000 Penalty: 3209.336914
	Iteration 109Q: 3 clusters Score -2239521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2239522.500000 Penalty: 3209.336914
	Iteration 110Q: 3 clusters Score -2239522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2239522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2239524.250000 Penalty: 3209.336914
	Iteration 112Q: 3 clusters Score -2239524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2239521.500000 Penalty: 3209.336914
	Iteration 113Q: 3 clusters Score -2239522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2239522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2239526.750000 Penalty: 3209.336914
	Iteration 115Q: 3 clusters Score -2239527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
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Entering Unmasked Estep 
Score: -2239528.250000 Penalty: 3209.336914
	Iteration 116Q: 3 clusters Score -2239528 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18405 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2239530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2239530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2239534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2239535.000000 Penalty: 3209.336914
	Iteration 120F: 3 clusters Score -2239535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2239535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2239532.250000 Penalty: 3209.336914
	Iteration 122Q: 3 clusters Score -2239532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2239534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2239534 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2239536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2239538.250000 Penalty: 3209.336914
	Iteration 126Q: 3 clusters Score -2239538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2239537 nChanged 1
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Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2239533 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18443 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2239536 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2239537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2239537 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2239540.000000 Penalty: 3209.336914
	Iteration 132Q: 3 clusters Score -2239540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2239543.750000 Penalty: 3209.336914
	Iteration 133Q: 3 clusters Score -2239544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2239542.000000 Penalty: 3209.336914
	Iteration 134Q: 3 clusters Score -2239542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2239545.000000 Penalty: 3209.336914
	Iteration 135Q: 3 clusters Score -2239545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2239547.500000 Penalty: 3209.336914
	Iteration 136Q: 3 clusters Score -2239548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2239549.250000 Penalty: 3209.336914
	Iteration 137Q: 3 clusters Score -2239549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2239550.250000 Penalty: 3209.336914
	Iteration 138Q: 3 clusters Score -2239550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2239550.000000 Penalty: 3209.336914
	Iteration 139Q: 3 clusters Score -2239550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2239559.000000 Penalty: 3209.336914
	Iteration 140F: 3 clusters Score -2239559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2239561.250000 Penalty: 3209.336914
	Iteration 141Q: 3 clusters Score -2239561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2239569.750000 Penalty: 3209.336914
	Iteration 142Q: 3 clusters Score -2239570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2239576.750000 Penalty: 3209.336914
	Iteration 143Q: 3 clusters Score -2239577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2239583.500000 Penalty: 3209.336914
	Iteration 144Q: 3 clusters Score -2239584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2239584.750000 Penalty: 3209.336914
	Iteration 145Q: 3 clusters Score -2239585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2239587.000000 Penalty: 3209.336914
	Iteration 146Q: 3 clusters Score -2239587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2239589.500000 Penalty: 3209.336914
	Iteration 147Q: 3 clusters Score -2239590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2239591.250000 Penalty: 3209.336914
	Iteration 148Q: 3 clusters Score -2239591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2239592.750000 Penalty: 3209.336914
	Iteration 149Q: 3 clusters Score -2239593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2239595.500000 Penalty: 3209.336914
	Iteration 150Q: 3 clusters Score -2239596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2239593.250000 Penalty: 3209.336914
	Iteration 151Q: 3 clusters Score -2239593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2239596.750000 Penalty: 3209.336914
	Iteration 152Q: 3 clusters Score -2239597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2239598.250000 Penalty: 3209.336914
	Iteration 153Q: 3 clusters Score -2239598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2239600.500000 Penalty: 3209.336914
	Iteration 154Q: 3 clusters Score -2239600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2239600.750000 Penalty: 3209.336914
	Iteration 155Q: 3 clusters Score -2239601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2239604.750000 Penalty: 3209.336914
	Iteration 156Q: 3 clusters Score -2239605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2239604.500000 Penalty: 3209.336914
	Iteration 157Q: 3 clusters Score -2239604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2239604.500000 Penalty: 3209.336914
	Iteration 158Q: 3 clusters Score -2239604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2239606.250000 Penalty: 3209.336914
	Iteration 159Q: 3 clusters Score -2239606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2239604.750000 Penalty: 3209.336914
	Iteration 160F: 3 clusters Score -2239605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2239608.500000 Penalty: 3209.336914
	Iteration 161Q: 3 clusters Score -2239608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2239609.500000 Penalty: 3209.336914
	Iteration 162Q: 3 clusters Score -2239610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2239610.750000 Penalty: 3209.336914
	Iteration 163Q: 3 clusters Score -2239611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2239614.250000 Penalty: 3209.336914
	Iteration 164Q: 3 clusters Score -2239614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2239619.750000 Penalty: 3209.336914
	Iteration 165Q: 3 clusters Score -2239620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2239620.750000 Penalty: 3209.336914
	Iteration 166Q: 3 clusters Score -2239621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2239625.500000 Penalty: 3209.336914
	Iteration 167Q: 3 clusters Score -2239626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2239624.250000 Penalty: 3209.336914
	Iteration 168Q: 3 clusters Score -2239624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2239624.500000 Penalty: 3209.336914
	Iteration 169Q: 3 clusters Score -2239624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2239624.750000 Penalty: 3209.336914
	Iteration 170Q: 3 clusters Score -2239625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2239623.750000 Penalty: 3209.336914
	Iteration 171Q: 3 clusters Score -2239624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2239624.250000 Penalty: 3209.336914
	Iteration 172Q: 3 clusters Score -2239624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2239626.250000 Penalty: 3209.336914
	Iteration 173Q: 3 clusters Score -2239626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2239628.500000 Penalty: 3209.336914
	Iteration 174Q: 3 clusters Score -2239628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2239629.250000 Penalty: 3209.336914
	Iteration 175Q: 3 clusters Score -2239629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2239629.250000 Penalty: 3209.336914
	Iteration 176F: 3 clusters Score -2239629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7379 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40593 members 
Mstep: Class 7 contains 70974 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94545 members 
Mstep: Class 13 contains 88289 members 
Mstep: Class 14 contains 140123 members 
Mstep: Class 15 contains 11524 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88814 members 
Mstep: Class 19 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742612.000000 Penalty: 30212.712891
Iteration 279Q: 15 clusters Score -6.474261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40592 members 
Mstep: Class 7 contains 70974 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94533 members 
Mstep: Class 13 contains 88282 members 
Mstep: Class 14 contains 140135 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742524.000000 Penalty: 30212.712891
Iteration 280F: 15 clusters Score -6.474252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40589 members 
Mstep: Class 7 contains 70977 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94520 members 
Mstep: Class 13 contains 88282 members 
Mstep: Class 14 contains 140145 members 
Mstep: Class 15 contains 11515 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742508.000000 Penalty: 30212.712891
Iteration 281Q: 15 clusters Score -6.474251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40588 members 
Mstep: Class 7 contains 70980 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94510 members 
Mstep: Class 13 contains 88277 members 
Mstep: Class 14 contains 140153 members 
Mstep: Class 15 contains 11514 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 15 clusters Score -6.474253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40590 members 
Mstep: Class 7 contains 70980 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 94502 members 
Mstep: Class 13 contains 88273 members 
Mstep: Class 14 contains 140168 members 
Mstep: Class 15 contains 11506 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742500.000000 Penalty: 30212.712891
Iteration 283Q: 15 clusters Score -6.47425e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40591 members 
Mstep: Class 7 contains 70980 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 94496 members 
Mstep: Class 13 contains 88271 members 
Mstep: Class 14 contains 140176 members 
Mstep: Class 15 contains 11505 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 15 clusters Score -6.474246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40588 members 
Mstep: Class 7 contains 70980 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94489 members 
Mstep: Class 13 contains 88264 members 
Mstep: Class 14 contains 140194 members 
Mstep: Class 15 contains 11505 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742516.000000 Penalty: 30212.712891
Iteration 285Q: 15 clusters Score -6.474252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40588 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94485 members 
Mstep: Class 13 contains 88257 members 
Mstep: Class 14 contains 140204 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 15 clusters Score -6.474252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40587 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94485 members 
Mstep: Class 13 contains 88252 members 
Mstep: Class 14 contains 140209 members 
Mstep: Class 15 contains 11502 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 15 clusters Score -6.474255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10333 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40584 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94485 members 
Mstep: Class 13 contains 88247 members 
Mstep: Class 14 contains 140217 members 
Mstep: Class 15 contains 11498 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742524.000000 Penalty: 30212.712891
Iteration 288Q: 15 clusters Score -6.474252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40583 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94483 members 
Mstep: Class 13 contains 88242 members 
Mstep: Class 14 contains 140225 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742508.000000 Penalty: 30212.712891
Iteration 289Q: 15 clusters Score -6.474251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40581 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94481 members 
Mstep: Class 13 contains 88239 members 
Mstep: Class 14 contains 140230 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742512.000000 Penalty: 30212.712891
Iteration 290Q: 15 clusters Score -6.474251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 7 contains 70978 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94480 members 
Mstep: Class 13 contains 88234 members 
Mstep: Class 14 contains 140238 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 15 clusters Score -6.474256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 7 contains 70978 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94483 members 
Mstep: Class 13 contains 88229 members 
Mstep: Class 14 contains 140234 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742512.000000 Penalty: 30212.712891
Iteration 292Q: 15 clusters Score -6.474251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40577 members 
Mstep: Class 7 contains 70978 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94482 members 
Mstep: Class 13 contains 88228 members 
Mstep: Class 14 contains 140230 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742516.000000 Penalty: 30212.712891
Iteration 293Q: 15 clusters Score -6.474252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40572 members 
Mstep: Class 7 contains 70978 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94476 members 
Mstep: Class 13 contains 88224 members 
Mstep: Class 14 contains 140239 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 19531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742500.000000 Penalty: 30212.712891
Iteration 294Q: 15 clusters Score -6.47425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 40570 members 
Mstep: Class 7 contains 70979 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94474 members 
Mstep: Class 13 contains 88214 members 
Mstep: Class 14 contains 140248 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742500.000000 Penalty: 30212.712891
Iteration 295Q: 15 clusters Score -6.47425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40571 members 
Mstep: Class 7 contains 70981 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94470 members 
Mstep: Class 13 contains 88210 members 
Mstep: Class 14 contains 140256 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19539 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 296Q: 15 clusters Score -6.47425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40577 members 
Mstep: Class 7 contains 70981 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94467 members 
Mstep: Class 13 contains 88205 members 
Mstep: Class 14 contains 140259 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19545 members 
Entering Unmasked Estep 
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Iteration 297Q: 15 clusters Score -6.474255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40578 members 
Mstep: Class 7 contains 70982 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94464 members 
Mstep: Class 13 contains 88197 members 
Mstep: Class 14 contains 140265 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 298Q: 15 clusters Score -6.474259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40574 members 
Mstep: Class 7 contains 70983 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94461 members 
Mstep: Class 13 contains 88198 members 
Mstep: Class 14 contains 140263 members 
Mstep: Class 15 contains 11491 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742560.000000 Penalty: 30212.712891
Iteration 299Q: 15 clusters Score -6.474256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40572 members 
Mstep: Class 7 contains 70983 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94457 members 
Mstep: Class 13 contains 88195 members 
Mstep: Class 14 contains 140268 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742528.000000 Penalty: 30212.712891
Iteration 300F: 15 clusters Score -6.474253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40569 members 
Mstep: Class 7 contains 70984 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94453 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 140273 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742524.000000 Penalty: 30212.712891
Iteration 301Q: 15 clusters Score -6.474252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40561 members 
Mstep: Class 7 contains 70985 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94448 members 
Mstep: Class 13 contains 88193 members 
Mstep: Class 14 contains 140272 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742480.000000 Penalty: 30212.712891
Iteration 302Q: 15 clusters Score -6.474248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40554 members 
Mstep: Class 7 contains 70989 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 94440 members 
Mstep: Class 13 contains 88196 members 
Mstep: Class 14 contains 140268 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742524.000000 Penalty: 30212.712891
Iteration 303Q: 15 clusters Score -6.474252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40547 members 
Mstep: Class 7 contains 70989 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 94431 members 
Mstep: Class 13 contains 88203 members 
Mstep: Class 14 contains 140267 members 
Mstep: Class 15 contains 11488 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742544.000000 Penalty: 30212.712891
Iteration 304Q: 15 clusters Score -6.474254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40541 members 
Mstep: Class 7 contains 70989 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 94421 members 
Mstep: Class 13 contains 88202 members 
Mstep: Class 14 contains 140268 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742572.000000 Penalty: 30212.712891
Iteration 305Q: 15 clusters Score -6.474257e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40535 members 
Mstep: Class 7 contains 70992 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94399 members 
Mstep: Class 13 contains 88201 members 
Mstep: Class 14 contains 140293 members 
Mstep: Class 15 contains 11483 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 306Q: 15 clusters Score -6.474266e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40525 members 
Mstep: Class 7 contains 70997 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94367 members 
Mstep: Class 13 contains 88207 members 
Mstep: Class 14 contains 140318 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742600.000000 Penalty: 30212.712891
Iteration 307Q: 15 clusters Score -6.47426e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 7332 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40518 members 
Mstep: Class 7 contains 71000 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94337 members 
Mstep: Class 13 contains 88208 members 
Mstep: Class 14 contains 140343 members 
Mstep: Class 15 contains 11474 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88816 members 
Mstep: Class 19 contains 19664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742600.000000 Penalty: 30212.712891
Iteration 308Q: 15 clusters Score -6.47426e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40515 members 
Mstep: Class 7 contains 71001 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94308 members 
Mstep: Class 13 contains 88206 members 
Mstep: Class 14 contains 140369 members 
Mstep: Class 15 contains 11468 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 309Q: 15 clusters Score -6.474259e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40512 members 
Mstep: Class 7 contains 71000 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94275 members 
Mstep: Class 13 contains 88206 members 
Mstep: Class 14 contains 140401 members 
Mstep: Class 15 contains 11464 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88817 members 
Mstep: Class 19 contains 19693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 310Q: 15 clusters Score -6.474259e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40512 members 
Mstep: Class 7 contains 70999 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94244 members 
Mstep: Class 13 contains 88205 members 
Mstep: Class 14 contains 140429 members 
Mstep: Class 15 contains 11462 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742600.000000 Penalty: 30212.712891
Iteration 311Q: 15 clusters Score -6.47426e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40504 members 
Mstep: Class 7 contains 70999 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94224 members 
Mstep: Class 13 contains 88200 members 
Mstep: Class 14 contains 140454 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742616.000000 Penalty: 30212.712891
Iteration 312Q: 15 clusters Score -6.474262e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40509 members 
Mstep: Class 7 contains 71002 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94196 members 
Mstep: Class 13 contains 88198 members 
Mstep: Class 14 contains 140478 members 
Mstep: Class 15 contains 11458 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 313Q: 15 clusters Score -6.474266e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40502 members 
Mstep: Class 7 contains 71001 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 94171 members 
Mstep: Class 13 contains 88200 members 
Mstep: Class 14 contains 140509 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 19730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742676.000000 Penalty: 30212.712891
Iteration 314Q: 15 clusters Score -6.474268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10307 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40502 members 
Mstep: Class 7 contains 71001 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94149 members 
Mstep: Class 13 contains 88201 members 
Mstep: Class 14 contains 140530 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 19738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742676.000000 Penalty: 30212.712891
Iteration 315Q: 15 clusters Score -6.474268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40507 members 
Mstep: Class 7 contains 71003 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94136 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 140542 members 
Mstep: Class 15 contains 11448 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742668.000000 Penalty: 30212.712891
Iteration 316Q: 15 clusters Score -6.474267e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7292 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40505 members 
Mstep: Class 7 contains 71004 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94123 members 
Mstep: Class 13 contains 88183 members 
Mstep: Class 14 contains 140549 members 
Mstep: Class 15 contains 11444 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 19774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742672.000000 Penalty: 30212.712891
Iteration 317Q: 15 clusters Score -6.474267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40501 members 
Mstep: Class 7 contains 71005 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94110 members 
Mstep: Class 13 contains 88186 members 
Mstep: Class 14 contains 140552 members 
Mstep: Class 15 contains 11439 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 19792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742760.000000 Penalty: 30212.712891
Iteration 318Q: 15 clusters Score -6.474276e+07 nChanged 65
Entering ConstructFrom: 
Score: -64742760.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -621941.500000 Penalty: 1396.910645
	Iteration 0F: 2 clusters Score -621941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -617693.437500 Penalty: 2793.821289
	Iteration 0F: 3 clusters Score -617693.4 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -618884.500000 Penalty: 2793.821289
	Iteration 1F: 3 clusters Score -618884.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -619092.625000 Penalty: 2793.821289
	Iteration 2F: 3 clusters Score -619092.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -619209.750000 Penalty: 2793.821289
	Iteration 3F: 3 clusters Score -619209.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -619291.687500 Penalty: 2793.821289
	Iteration 4Q: 3 clusters Score -619291.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -619365.937500 Penalty: 2793.821289
	Iteration 5Q: 3 clusters Score -619365.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -619433.687500 Penalty: 2793.821289
	Iteration 6Q: 3 clusters Score -619433.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -619495.750000 Penalty: 2793.821289
	Iteration 7Q: 3 clusters Score -619495.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -619555.937500 Penalty: 2793.821289
	Iteration 8Q: 3 clusters Score -619555.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -619623.062500 Penalty: 2793.821289
	Iteration 9Q: 3 clusters Score -619623.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -619706.312500 Penalty: 2793.821289
	Iteration 10Q: 3 clusters Score -619706.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -619790.062500 Penalty: 2793.821289
	Iteration 11Q: 3 clusters Score -619790.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -619869.437500 Penalty: 2793.821289
	Iteration 12Q: 3 clusters Score -619869.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -619949.125000 Penalty: 2793.821289
	Iteration 13Q: 3 clusters Score -619949.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -620032.812500 Penalty: 2793.821289
	Iteration 14Q: 3 clusters Score -620032.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -620114.437500 Penalty: 2793.821289
	Iteration 15Q: 3 clusters Score -620114.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -620204.875000 Penalty: 2793.821289
	Iteration 16Q: 3 clusters Score -620204.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -620286.812500 Penalty: 2793.821289
	Iteration 17Q: 3 clusters Score -620286.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -620372.750000 Penalty: 2793.821289
	Iteration 18Q: 3 clusters Score -620372.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -620457.250000 Penalty: 2793.821289
	Iteration 19Q: 3 clusters Score -620457.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -620522.062500 Penalty: 2793.821289
	Iteration 20F: 3 clusters Score -620522.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -620573.250000 Penalty: 2793.821289
	Iteration 21Q: 3 clusters Score -620573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -620612.875000 Penalty: 2793.821289
	Iteration 22Q: 3 clusters Score -620612.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -620655.125000 Penalty: 2793.821289
	Iteration 23Q: 3 clusters Score -620655.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -620688.000000 Penalty: 2793.821289
	Iteration 24Q: 3 clusters Score -620688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -620711.875000 Penalty: 2793.821289
	Iteration 25Q: 3 clusters Score -620711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -620751.625000 Penalty: 2793.821289
	Iteration 26Q: 3 clusters Score -620751.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -620774.187500 Penalty: 2793.821289
	Iteration 27Q: 3 clusters Score -620774.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -620790.875000 Penalty: 2793.821289
	Iteration 28Q: 3 clusters Score -620790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -620799.812500 Penalty: 2793.821289
	Iteration 29Q: 3 clusters Score -620799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -620806.500000 Penalty: 2793.821289
	Iteration 30Q: 3 clusters Score -620806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -620813.687500 Penalty: 2793.821289
	Iteration 31Q: 3 clusters Score -620813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -620818.625000 Penalty: 2793.821289
	Iteration 32Q: 3 clusters Score -620818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -620822.562500 Penalty: 2793.821289
	Iteration 33Q: 3 clusters Score -620822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -620823.625000 Penalty: 2793.821289
	Iteration 34Q: 3 clusters Score -620823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -620825.000000 Penalty: 2793.821289
	Iteration 35Q: 3 clusters Score -620825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -620826.375000 Penalty: 2793.821289
	Iteration 36Q: 3 clusters Score -620826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -620827.687500 Penalty: 2793.821289
	Iteration 37Q: 3 clusters Score -620827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -620827.687500 Penalty: 2793.821289
	Iteration 38F: 3 clusters Score -620827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Entering Unmasked Estep 
Score: -1177138.875000 Penalty: 1501.593994
	Iteration 0F: 2 clusters Score -1177139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1169732.875000 Penalty: 3003.187988
	Iteration 0F: 3 clusters Score -1169733 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1172145.500000 Penalty: 3003.187988
	Iteration 1F: 3 clusters Score -1172146 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1172355.375000 Penalty: 3003.187988
	Iteration 2F: 3 clusters Score -1172355 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1172496.500000 Penalty: 3003.187988
	Iteration 3Q: 3 clusters Score -1172496 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1172607.875000 Penalty: 3003.187988
	Iteration 4Q: 3 clusters Score -1172608 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1172717.000000 Penalty: 3003.187988
	Iteration 5Q: 3 clusters Score -1172717 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1172852.500000 Penalty: 3003.187988
	Iteration 6Q: 3 clusters Score -1172852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1173038.625000 Penalty: 3003.187988
	Iteration 7Q: 3 clusters Score -1173039 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1173248.500000 Penalty: 3003.187988
	Iteration 8Q: 3 clusters Score -1173248 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1173454.000000 Penalty: 3003.187988
	Iteration 9Q: 3 clusters Score -1173454 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1173649.250000 Penalty: 3003.187988
	Iteration 10Q: 3 clusters Score -1173649 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1173843.500000 Penalty: 3003.187988
	Iteration 11Q: 3 clusters Score -1173844 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1174055.625000 Penalty: 3003.187988
	Iteration 12Q: 3 clusters Score -1174056 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1174271.125000 Penalty: 3003.187988
	Iteration 13Q: 3 clusters Score -1174271 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1174434.000000 Penalty: 3003.187988
	Iteration 14Q: 3 clusters Score -1174434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1174594.500000 Penalty: 3003.187988
	Iteration 15Q: 3 clusters Score -1174594 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1174751.625000 Penalty: 3003.187988
	Iteration 16Q: 3 clusters Score -1174752 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1174895.875000 Penalty: 3003.187988
	Iteration 17Q: 3 clusters Score -1174896 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1175046.875000 Penalty: 3003.187988
	Iteration 18Q: 3 clusters Score -1175047 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1175161.500000 Penalty: 3003.187988
	Iteration 19Q: 3 clusters Score -1175162 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1175255.250000 Penalty: 3003.187988
	Iteration 20F: 3 clusters Score -1175255 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1175342.000000 Penalty: 3003.187988
	Iteration 21Q: 3 clusters Score -1175342 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1175426.625000 Penalty: 3003.187988
	Iteration 22Q: 3 clusters Score -1175427 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1175495.125000 Penalty: 3003.187988
	Iteration 23Q: 3 clusters Score -1175495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1175548.625000 Penalty: 3003.187988
	Iteration 24Q: 3 clusters Score -1175549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1175594.375000 Penalty: 3003.187988
	Iteration 25Q: 3 clusters Score -1175594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1175637.750000 Penalty: 3003.187988
	Iteration 26Q: 3 clusters Score -1175638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1175672.125000 Penalty: 3003.187988
	Iteration 27Q: 3 clusters Score -1175672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1175698.875000 Penalty: 3003.187988
	Iteration 28Q: 3 clusters Score -1175699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1175720.375000 Penalty: 3003.187988
	Iteration 29Q: 3 clusters Score -1175720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1175745.125000 Penalty: 3003.187988
	Iteration 30Q: 3 clusters Score -1175745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1175769.875000 Penalty: 3003.187988
	Iteration 31Q: 3 clusters Score -1175770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1175789.625000 Penalty: 3003.187988
	Iteration 32Q: 3 clusters Score -1175790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1175808.625000 Penalty: 3003.187988
	Iteration 33Q: 3 clusters Score -1175809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1175817.125000 Penalty: 3003.187988
	Iteration 34Q: 3 clusters Score -1175817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1175824.000000 Penalty: 3003.187988
	Iteration 35Q: 3 clusters Score -1175824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1175827.625000 Penalty: 3003.187988
	Iteration 36Q: 3 clusters Score -1175828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1175830.625000 Penalty: 3003.187988
	Iteration 37Q: 3 clusters Score -1175831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1175840.250000 Penalty: 3003.187988
	Iteration 38Q: 3 clusters Score -1175840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1175847.000000 Penalty: 3003.187988
	Iteration 39Q: 3 clusters Score -1175847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1175854.625000 Penalty: 3003.187988
	Iteration 40F: 3 clusters Score -1175855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1175858.625000 Penalty: 3003.187988
	Iteration 41Q: 3 clusters Score -1175859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1175860.500000 Penalty: 3003.187988
	Iteration 42Q: 3 clusters Score -1175860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1175863.875000 Penalty: 3003.187988
	Iteration 43Q: 3 clusters Score -1175864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1175867.750000 Penalty: 3003.187988
	Iteration 44Q: 3 clusters Score -1175868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1175871.375000 Penalty: 3003.187988
	Iteration 45Q: 3 clusters Score -1175871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1175871.750000 Penalty: 3003.187988
	Iteration 46Q: 3 clusters Score -1175872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1175874.875000 Penalty: 3003.187988
	Iteration 47Q: 3 clusters Score -1175875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1175876.000000 Penalty: 3003.187988
	Iteration 48Q: 3 clusters Score -1175876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1175879.250000 Penalty: 3003.187988
	Iteration 49Q: 3 clusters Score -1175879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1175879.750000 Penalty: 3003.187988
	Iteration 50Q: 3 clusters Score -1175880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1175878.875000 Penalty: 3003.187988
	Iteration 51Q: 3 clusters Score -1175879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1175880.000000 Penalty: 3003.187988
	Iteration 52Q: 3 clusters Score -1175880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1175880.750000 Penalty: 3003.187988
	Iteration 53Q: 3 clusters Score -1175881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1175880.625000 Penalty: 3003.187988
	Iteration 54Q: 3 clusters Score -1175881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1175883.250000 Penalty: 3003.187988
	Iteration 55Q: 3 clusters Score -1175883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1175882.750000 Penalty: 3003.187988
	Iteration 56Q: 3 clusters Score -1175883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1175882.750000 Penalty: 3003.187988
	Iteration 57F: 3 clusters Score -1175883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Entering Unmasked Estep 
Score: -784842.812500 Penalty: 1445.227905
	Iteration 0F: 2 clusters Score -784842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -779452.250000 Penalty: 2890.455811
	Iteration 0F: 3 clusters Score -779452.2 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -781189.812500 Penalty: 2890.455811
	Iteration 1F: 3 clusters Score -781189.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -781550.437500 Penalty: 2890.455811
	Iteration 2F: 3 clusters Score -781550.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -781997.812500 Penalty: 2890.455811
	Iteration 3F: 3 clusters Score -781997.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -782610.562500 Penalty: 2890.455811
	Iteration 4F: 3 clusters Score -782610.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -783155.437500 Penalty: 2890.455811
	Iteration 5F: 3 clusters Score -783155.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -783608.250000 Penalty: 2890.455811
	Iteration 6F: 3 clusters Score -783608.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -783896.125000 Penalty: 2890.455811
	Iteration 7F: 3 clusters Score -783896.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -784080.812500 Penalty: 2890.455811
	Iteration 8Q: 3 clusters Score -784080.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -784184.750000 Penalty: 2890.455811
	Iteration 9Q: 3 clusters Score -784184.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -784241.562500 Penalty: 2890.455811
	Iteration 10Q: 3 clusters Score -784241.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -784282.500000 Penalty: 2890.455811
	Iteration 11Q: 3 clusters Score -784282.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -784304.500000 Penalty: 2890.455811
	Iteration 12Q: 3 clusters Score -784304.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -784325.750000 Penalty: 2890.455811
	Iteration 13Q: 3 clusters Score -784325.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -784343.187500 Penalty: 2890.455811
	Iteration 14Q: 3 clusters Score -784343.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -784350.875000 Penalty: 2890.455811
	Iteration 15Q: 3 clusters Score -784350.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -784357.875000 Penalty: 2890.455811
	Iteration 16Q: 3 clusters Score -784357.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -784368.062500 Penalty: 2890.455811
	Iteration 17Q: 3 clusters Score -784368.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -784376.437500 Penalty: 2890.455811
	Iteration 18Q: 3 clusters Score -784376.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -784385.812500 Penalty: 2890.455811
	Iteration 19Q: 3 clusters Score -784385.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -784392.812500 Penalty: 2890.455811
	Iteration 20F: 3 clusters Score -784392.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -784397.000000 Penalty: 2890.455811
	Iteration 21Q: 3 clusters Score -784397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -784400.312500 Penalty: 2890.455811
	Iteration 22Q: 3 clusters Score -784400.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -784405.937500 Penalty: 2890.455811
	Iteration 23Q: 3 clusters Score -784405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -784405.937500 Penalty: 2890.455811
	Iteration 24Q: 3 clusters Score -784405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -784408.500000 Penalty: 2890.455811
	Iteration 25Q: 3 clusters Score -784408.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -784414.125000 Penalty: 2890.455811
	Iteration 26Q: 3 clusters Score -784414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -784414.625000 Penalty: 2890.455811
	Iteration 27Q: 3 clusters Score -784414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -784415.562500 Penalty: 2890.455811
	Iteration 28Q: 3 clusters Score -784415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -784416.000000 Penalty: 2890.455811
	Iteration 29Q: 3 clusters Score -784416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -784417.437500 Penalty: 2890.455811
	Iteration 30Q: 3 clusters Score -784417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -784419.062500 Penalty: 2890.455811
	Iteration 31Q: 3 clusters Score -784419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -784420.125000 Penalty: 2890.455811
	Iteration 32Q: 3 clusters Score -784420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -784422.312500 Penalty: 2890.455811
	Iteration 33Q: 3 clusters Score -784422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -784423.062500 Penalty: 2890.455811
	Iteration 34Q: 3 clusters Score -784423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -784425.625000 Penalty: 2890.455811
	Iteration 35Q: 3 clusters Score -784425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -784425.062500 Penalty: 2890.455811
	Iteration 36Q: 3 clusters Score -784425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -784425.125000 Penalty: 2890.455811
	Iteration 37Q: 3 clusters Score -784425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -784429.562500 Penalty: 2890.455811
	Iteration 38Q: 3 clusters Score -784429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -784431.375000 Penalty: 2890.455811
	Iteration 39Q: 3 clusters Score -784431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -784434.812500 Penalty: 2890.455811
	Iteration 40F: 3 clusters Score -784434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -784433.125000 Penalty: 2890.455811
	Iteration 41Q: 3 clusters Score -784433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -784436.062500 Penalty: 2890.455811
	Iteration 42Q: 3 clusters Score -784436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -784437.500000 Penalty: 2890.455811
	Iteration 43Q: 3 clusters Score -784437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -784438.937500 Penalty: 2890.455811
	Iteration 44Q: 3 clusters Score -784438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -784438.687500 Penalty: 2890.455811
	Iteration 45Q: 3 clusters Score -784438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -784440.062500 Penalty: 2890.455811
	Iteration 46Q: 3 clusters Score -784440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -784443.312500 Penalty: 2890.455811
	Iteration 47Q: 3 clusters Score -784443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -784448.125000 Penalty: 2890.455811
	Iteration 48Q: 3 clusters Score -784448.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -784448.062500 Penalty: 2890.455811
	Iteration 49Q: 3 clusters Score -784448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -784449.687500 Penalty: 2890.455811
	Iteration 50Q: 3 clusters Score -784449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -784451.687500 Penalty: 2890.455811
	Iteration 51Q: 3 clusters Score -784451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -784454.687500 Penalty: 2890.455811
	Iteration 52Q: 3 clusters Score -784454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -784455.437500 Penalty: 2890.455811
	Iteration 53Q: 3 clusters Score -784455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -784455.437500 Penalty: 2890.455811
	Iteration 54Q: 3 clusters Score -784455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -784456.625000 Penalty: 2890.455811
	Iteration 55Q: 3 clusters Score -784456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -784458.250000 Penalty: 2890.455811
	Iteration 56Q: 3 clusters Score -784458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -784457.812500 Penalty: 2890.455811
	Iteration 57Q: 3 clusters Score -784457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -784457.812500 Penalty: 2890.455811
	Iteration 58F: 3 clusters Score -784457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -359522.781250 Penalty: 1322.990723
	Iteration 0F: 2 clusters Score -359522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -356545.687500 Penalty: 2645.981445
	Iteration 0F: 3 clusters Score -356545.7 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -357391.937500 Penalty: 2645.981445
	Iteration 1F: 3 clusters Score -357391.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -357651.343750 Penalty: 2645.981445
	Iteration 2F: 3 clusters Score -357651.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -357866.937500 Penalty: 2645.981445
	Iteration 3F: 3 clusters Score -357866.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -358060.593750 Penalty: 2645.981445
	Iteration 4F: 3 clusters Score -358060.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -358239.687500 Penalty: 2645.981445
	Iteration 5F: 3 clusters Score -358239.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -358440.531250 Penalty: 2645.981445
	Iteration 6F: 3 clusters Score -358440.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358611.875000 Penalty: 2645.981445
	Iteration 7F: 3 clusters Score -358611.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -358724.218750 Penalty: 2645.981445
	Iteration 8Q: 3 clusters Score -358724.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -358806.218750 Penalty: 2645.981445
	Iteration 9Q: 3 clusters Score -358806.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -358868.750000 Penalty: 2645.981445
	Iteration 10Q: 3 clusters Score -358868.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358913.625000 Penalty: 2645.981445
	Iteration 11Q: 3 clusters Score -358913.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -358945.656250 Penalty: 2645.981445
	Iteration 12Q: 3 clusters Score -358945.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -358962.781250 Penalty: 2645.981445
	Iteration 13Q: 3 clusters Score -358962.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358973.656250 Penalty: 2645.981445
	Iteration 14Q: 3 clusters Score -358973.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -358982.218750 Penalty: 2645.981445
	Iteration 15Q: 3 clusters Score -358982.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -358994.125000 Penalty: 2645.981445
	Iteration 16Q: 3 clusters Score -358994.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -359005.406250 Penalty: 2645.981445
	Iteration 17Q: 3 clusters Score -359005.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359015.281250 Penalty: 2645.981445
	Iteration 18Q: 3 clusters Score -359015.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -359024.312500 Penalty: 2645.981445
	Iteration 19Q: 3 clusters Score -359024.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -359031.500000 Penalty: 2645.981445
	Iteration 20F: 3 clusters Score -359031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -359040.000000 Penalty: 2645.981445
	Iteration 21Q: 3 clusters Score -359040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -359048.187500 Penalty: 2645.981445
	Iteration 22Q: 3 clusters Score -359048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359052.843750 Penalty: 2645.981445
	Iteration 23Q: 3 clusters Score -359052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359058.437500 Penalty: 2645.981445
	Iteration 24Q: 3 clusters Score -359058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -359060.437500 Penalty: 2645.981445
	Iteration 25Q: 3 clusters Score -359060.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -359065.031250 Penalty: 2645.981445
	Iteration 26Q: 3 clusters Score -359065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -359069.718750 Penalty: 2645.981445
	Iteration 27Q: 3 clusters Score -359069.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359072.343750 Penalty: 2645.981445
	Iteration 28Q: 3 clusters Score -359072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -359072.562500 Penalty: 2645.981445
	Iteration 29Q: 3 clusters Score -359072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -359073.937500 Penalty: 2645.981445
	Iteration 30Q: 3 clusters Score -359073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -359074.031250 Penalty: 2645.981445
	Iteration 31Q: 3 clusters Score -359074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -359075.937500 Penalty: 2645.981445
	Iteration 32Q: 3 clusters Score -359075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -359076.406250 Penalty: 2645.981445
	Iteration 33Q: 3 clusters Score -359076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -359077.093750 Penalty: 2645.981445
	Iteration 34Q: 3 clusters Score -359077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -359079.343750 Penalty: 2645.981445
	Iteration 35Q: 3 clusters Score -359079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -359081.812500 Penalty: 2645.981445
	Iteration 36Q: 3 clusters Score -359081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359083.968750 Penalty: 2645.981445
	Iteration 37Q: 3 clusters Score -359084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359087.187500 Penalty: 2645.981445
	Iteration 38Q: 3 clusters Score -359087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -359089.468750 Penalty: 2645.981445
	Iteration 39Q: 3 clusters Score -359089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -359093.343750 Penalty: 2645.981445
	Iteration 40F: 3 clusters Score -359093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -359094.968750 Penalty: 2645.981445
	Iteration 41Q: 3 clusters Score -359095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -359096.687500 Penalty: 2645.981445
	Iteration 42Q: 3 clusters Score -359096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -359098.625000 Penalty: 2645.981445
	Iteration 43Q: 3 clusters Score -359098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -359101.093750 Penalty: 2645.981445
	Iteration 44Q: 3 clusters Score -359101.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -359102.937500 Penalty: 2645.981445
	Iteration 45Q: 3 clusters Score -359102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -359103.906250 Penalty: 2645.981445
	Iteration 46Q: 3 clusters Score -359103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -359105.187500 Penalty: 2645.981445
	Iteration 47Q: 3 clusters Score -359105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -359105.500000 Penalty: 2645.981445
	Iteration 48Q: 3 clusters Score -359105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -359106.093750 Penalty: 2645.981445
	Iteration 49Q: 3 clusters Score -359106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -359106.437500 Penalty: 2645.981445
	Iteration 50Q: 3 clusters Score -359106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -359107.468750 Penalty: 2645.981445
	Iteration 51Q: 3 clusters Score -359107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -359109.250000 Penalty: 2645.981445
	Iteration 52Q: 3 clusters Score -359109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -359110.156250 Penalty: 2645.981445
	Iteration 53Q: 3 clusters Score -359110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -359109.937500 Penalty: 2645.981445
	Iteration 54Q: 3 clusters Score -359109.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -359109.937500 Penalty: 2645.981445
	Iteration 55F: 3 clusters Score -359109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Entering Unmasked Estep 
Score: -4486913.500000 Penalty: 1723.955688
	Iteration 0F: 2 clusters Score -4486914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4459554.000000 Penalty: 3447.911377
	Iteration 0F: 3 clusters Score -4459554 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4470288.000000 Penalty: 3447.911377
	Iteration 1F: 3 clusters Score -4470288 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4470778.500000 Penalty: 3447.911377
	Iteration 2Q: 3 clusters Score -4470778 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4471466.000000 Penalty: 3447.911377
	Iteration 3Q: 3 clusters Score -4471466 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4472485.000000 Penalty: 3447.911377
	Iteration 4F: 3 clusters Score -4472485 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4474147.000000 Penalty: 3447.911377
	Iteration 5F: 3 clusters Score -4474147 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4476693.500000 Penalty: 3447.911377
	Iteration 6F: 3 clusters Score -4476694 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4479844.500000 Penalty: 3447.911377
	Iteration 7F: 3 clusters Score -4479844 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4482656.000000 Penalty: 3447.911377
	Iteration 8F: 3 clusters Score -4482656 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4484264.500000 Penalty: 3447.911377
	Iteration 9Q: 3 clusters Score -4484264 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4484919.500000 Penalty: 3447.911377
	Iteration 10Q: 3 clusters Score -4484920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4485169.000000 Penalty: 3447.911377
	Iteration 11Q: 3 clusters Score -4485169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4485273.500000 Penalty: 3447.911377
	Iteration 12Q: 3 clusters Score -4485274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -4485295.500000 Penalty: 3447.911377
	Iteration 13Q: 3 clusters Score -4485296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4485310.000000 Penalty: 3447.911377
	Iteration 14Q: 3 clusters Score -4485310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -4485317.000000 Penalty: 3447.911377
	Iteration 15Q: 3 clusters Score -4485317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4485324.500000 Penalty: 3447.911377
	Iteration 16Q: 3 clusters Score -4485324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -4485326.000000 Penalty: 3447.911377
	Iteration 17Q: 3 clusters Score -4485326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4485332.000000 Penalty: 3447.911377
	Iteration 18Q: 3 clusters Score -4485332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4485332.000000 Penalty: 3447.911377
	Iteration 19F: 3 clusters Score -4485332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Entering Unmasked Estep 
Score: -8069402.000000 Penalty: 1815.204834
	Iteration 0F: 2 clusters Score -8069402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8021954.000000 Penalty: 3630.409668
	Iteration 0F: 3 clusters Score -8021954 nChanged 33666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -8040968.000000 Penalty: 3630.409668
	Iteration 1F: 3 clusters Score -8040968 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -8041550.500000 Penalty: 3630.409668
	Iteration 2Q: 3 clusters Score -8041550 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -8042551.500000 Penalty: 3630.409668
	Iteration 3Q: 3 clusters Score -8042552 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8044174.000000 Penalty: 3630.409668
	Iteration 4Q: 3 clusters Score -8044174 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8046961.500000 Penalty: 3630.409668
	Iteration 5F: 3 clusters Score -8046962 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -8051820.000000 Penalty: 3630.409668
	Iteration 6F: 3 clusters Score -8051820 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -8057929.000000 Penalty: 3630.409668
	Iteration 7F: 3 clusters Score -8057929 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8063319.500000 Penalty: 3630.409668
	Iteration 8F: 3 clusters Score -8063320 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8066243.000000 Penalty: 3630.409668
	Iteration 9Q: 3 clusters Score -8066243 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8067536.000000 Penalty: 3630.409668
	Iteration 10Q: 3 clusters Score -8067536 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8068009.000000 Penalty: 3630.409668
	Iteration 11Q: 3 clusters Score -8068009 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8068198.000000 Penalty: 3630.409668
	Iteration 12Q: 3 clusters Score -8068198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8068274.500000 Penalty: 3630.409668
	Iteration 13Q: 3 clusters Score -8068274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8068310.000000 Penalty: 3630.409668
	Iteration 14Q: 3 clusters Score -8068310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8068321.000000 Penalty: 3630.409668
	Iteration 15Q: 3 clusters Score -8068321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8068318.000000 Penalty: 3630.409668
	Iteration 16Q: 3 clusters Score -8068318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8068334.500000 Penalty: 3630.409668
	Iteration 17Q: 3 clusters Score -8068334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8068330.000000 Penalty: 3630.409668
	Iteration 18Q: 3 clusters Score -8068330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8068338.000000 Penalty: 3630.409668
	Iteration 19Q: 3 clusters Score -8068338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8068338.500000 Penalty: 3630.409668
	Iteration 20F: 3 clusters Score -8068338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8068345.000000 Penalty: 3630.409668
	Iteration 21Q: 3 clusters Score -8068345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8068342.500000 Penalty: 3630.409668
	Iteration 22Q: 3 clusters Score -8068342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8068344.500000 Penalty: 3630.409668
	Iteration 23Q: 3 clusters Score -8068344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8068342.000000 Penalty: 3630.409668
	Iteration 24Q: 3 clusters Score -8068342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8068342.000000 Penalty: 3630.409668
	Iteration 25F: 3 clusters Score -8068342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -492487.843750 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -492487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -488807.093750 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -488807.1 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -489831.562500 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -489831.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -490063.375000 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -490063.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -490235.562500 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -490235.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -490389.718750 Penalty: 2733.122559
	Iteration 4F: 3 clusters Score -490389.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -490539.781250 Penalty: 2733.122559
	Iteration 5Q: 3 clusters Score -490539.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -490713.843750 Penalty: 2733.122559
	Iteration 6Q: 3 clusters Score -490713.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -490970.437500 Penalty: 2733.122559
	Iteration 7F: 3 clusters Score -490970.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -491316.812500 Penalty: 2733.122559
	Iteration 8F: 3 clusters Score -491316.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -491656.406250 Penalty: 2733.122559
	Iteration 9F: 3 clusters Score -491656.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -491888.500000 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -491888.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -492040.750000 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -492040.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -492148.687500 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -492148.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -492223.375000 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -492223.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -492261.093750 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -492261.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -492280.406250 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -492280.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -492297.125000 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -492297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -492306.625000 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -492306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -492313.500000 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -492313.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -492320.593750 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -492320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -492323.031250 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -492323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -492327.125000 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -492327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -492328.468750 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -492328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -492330.437500 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -492330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -492331.718750 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -492331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -492332.562500 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -492332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -492332.562500 Penalty: 2733.122559
	Iteration 26F: 3 clusters Score -492332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Entering Unmasked Estep 
Score: -10636310.000000 Penalty: 1860.952881
	Iteration 0F: 2 clusters Score -1.063631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -10573925.000000 Penalty: 3721.905762
	Iteration 0F: 3 clusters Score -1.057392e+07 nChanged 44828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -10600531.000000 Penalty: 3721.905762
	Iteration 1F: 3 clusters Score -1.060053e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -10602024.000000 Penalty: 3721.905762
	Iteration 2Q: 3 clusters Score -1.060202e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -10604588.000000 Penalty: 3721.905762
	Iteration 3F: 3 clusters Score -1.060459e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -10608477.000000 Penalty: 3721.905762
	Iteration 4F: 3 clusters Score -1.060848e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -10614284.000000 Penalty: 3721.905762
	Iteration 5F: 3 clusters Score -1.061428e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -10620905.000000 Penalty: 3721.905762
	Iteration 6F: 3 clusters Score -1.06209e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -10626175.000000 Penalty: 3721.905762
	Iteration 7F: 3 clusters Score -1.062618e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -10629101.000000 Penalty: 3721.905762
	Iteration 8Q: 3 clusters Score -1.06291e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -10630312.000000 Penalty: 3721.905762
	Iteration 9Q: 3 clusters Score -1.063031e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -10630994.000000 Penalty: 3721.905762
	Iteration 10Q: 3 clusters Score -1.063099e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -10631545.000000 Penalty: 3721.905762
	Iteration 11Q: 3 clusters Score -1.063154e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -10631939.000000 Penalty: 3721.905762
	Iteration 12Q: 3 clusters Score -1.063194e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -10632281.000000 Penalty: 3721.905762
	Iteration 13Q: 3 clusters Score -1.063228e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -10632611.000000 Penalty: 3721.905762
	Iteration 14Q: 3 clusters Score -1.063261e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -10632921.000000 Penalty: 3721.905762
	Iteration 15Q: 3 clusters Score -1.063292e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -10633195.000000 Penalty: 3721.905762
	Iteration 16Q: 3 clusters Score -1.06332e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -10633386.000000 Penalty: 3721.905762
	Iteration 17Q: 3 clusters Score -1.063339e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -10633596.000000 Penalty: 3721.905762
	Iteration 18Q: 3 clusters Score -1.06336e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -10633750.000000 Penalty: 3721.905762
	Iteration 19Q: 3 clusters Score -1.063375e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -10633924.000000 Penalty: 3721.905762
	Iteration 20F: 3 clusters Score -1.063392e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -10634110.000000 Penalty: 3721.905762
	Iteration 21Q: 3 clusters Score -1.063411e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -10634145.000000 Penalty: 3721.905762
	Iteration 22Q: 3 clusters Score -1.063414e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -10634224.000000 Penalty: 3721.905762
	Iteration 23Q: 3 clusters Score -1.063422e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -10634313.000000 Penalty: 3721.905762
	Iteration 24Q: 3 clusters Score -1.063431e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -10634415.000000 Penalty: 3721.905762
	Iteration 25Q: 3 clusters Score -1.063442e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -10634521.000000 Penalty: 3721.905762
	Iteration 26Q: 3 clusters Score -1.063452e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -10634617.000000 Penalty: 3721.905762
	Iteration 27Q: 3 clusters Score -1.063462e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -10634689.000000 Penalty: 3721.905762
	Iteration 28Q: 3 clusters Score -1.063469e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10634678.000000 Penalty: 3721.905762
	Iteration 29Q: 3 clusters Score -1.063468e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -10634738.000000 Penalty: 3721.905762
	Iteration 30Q: 3 clusters Score -1.063474e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -10634782.000000 Penalty: 3721.905762
	Iteration 31Q: 3 clusters Score -1.063478e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -10634814.000000 Penalty: 3721.905762
	Iteration 32Q: 3 clusters Score -1.063481e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -10634887.000000 Penalty: 3721.905762
	Iteration 33Q: 3 clusters Score -1.063489e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -10634942.000000 Penalty: 3721.905762
	Iteration 34Q: 3 clusters Score -1.063494e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -10634966.000000 Penalty: 3721.905762
	Iteration 35Q: 3 clusters Score -1.063497e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -10634959.000000 Penalty: 3721.905762
	Iteration 36Q: 3 clusters Score -1.063496e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -10634968.000000 Penalty: 3721.905762
	Iteration 37Q: 3 clusters Score -1.063497e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -10635013.000000 Penalty: 3721.905762
	Iteration 38Q: 3 clusters Score -1.063501e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -10635014.000000 Penalty: 3721.905762
	Iteration 39Q: 3 clusters Score -1.063501e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -10635048.000000 Penalty: 3721.905762
	Iteration 40F: 3 clusters Score -1.063505e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -10635055.000000 Penalty: 3721.905762
	Iteration 41Q: 3 clusters Score -1.063506e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10635056.000000 Penalty: 3721.905762
	Iteration 42Q: 3 clusters Score -1.063506e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -10635067.000000 Penalty: 3721.905762
	Iteration 43Q: 3 clusters Score -1.063507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -10635094.000000 Penalty: 3721.905762
	Iteration 44Q: 3 clusters Score -1.063509e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10635122.000000 Penalty: 3721.905762
	Iteration 45Q: 3 clusters Score -1.063512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10635134.000000 Penalty: 3721.905762
	Iteration 46Q: 3 clusters Score -1.063513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -10635116.000000 Penalty: 3721.905762
	Iteration 47Q: 3 clusters Score -1.063512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10635128.000000 Penalty: 3721.905762
	Iteration 48Q: 3 clusters Score -1.063513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -10635139.000000 Penalty: 3721.905762
	Iteration 49Q: 3 clusters Score -1.063514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10635147.000000 Penalty: 3721.905762
	Iteration 50Q: 3 clusters Score -1.063515e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10635160.000000 Penalty: 3721.905762
	Iteration 51Q: 3 clusters Score -1.063516e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10635145.000000 Penalty: 3721.905762
	Iteration 52Q: 3 clusters Score -1.063514e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10635146.000000 Penalty: 3721.905762
	Iteration 53Q: 3 clusters Score -1.063515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10635137.000000 Penalty: 3721.905762
	Iteration 54Q: 3 clusters Score -1.063514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 3721.905762
	Iteration 55Q: 3 clusters Score -1.063516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10635164.000000 Penalty: 3721.905762
	Iteration 56Q: 3 clusters Score -1.063516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10635167.000000 Penalty: 3721.905762
	Iteration 57Q: 3 clusters Score -1.063517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -10635160.000000 Penalty: 3721.905762
	Iteration 58Q: 3 clusters Score -1.063516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -10635156.000000 Penalty: 3721.905762
	Iteration 59Q: 3 clusters Score -1.063516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -10635155.000000 Penalty: 3721.905762
	Iteration 60F: 3 clusters Score -1.063516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10635159.000000 Penalty: 3721.905762
	Iteration 61Q: 3 clusters Score -1.063516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10635159.000000 Penalty: 3721.905762
	Iteration 62Q: 3 clusters Score -1.063516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10635163.000000 Penalty: 3721.905762
	Iteration 63Q: 3 clusters Score -1.063516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10635165.000000 Penalty: 3721.905762
	Iteration 64Q: 3 clusters Score -1.063516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -10635170.000000 Penalty: 3721.905762
	Iteration 65Q: 3 clusters Score -1.063517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -10635165.000000 Penalty: 3721.905762
	Iteration 66Q: 3 clusters Score -1.063516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10635173.000000 Penalty: 3721.905762
	Iteration 67Q: 3 clusters Score -1.063517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10635175.000000 Penalty: 3721.905762
	Iteration 68Q: 3 clusters Score -1.063518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10635169.000000 Penalty: 3721.905762
	Iteration 69Q: 3 clusters Score -1.063517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10635166.000000 Penalty: 3721.905762
	Iteration 70Q: 3 clusters Score -1.063517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10635173.000000 Penalty: 3721.905762
	Iteration 71Q: 3 clusters Score -1.063517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -10635177.000000 Penalty: 3721.905762
	Iteration 72Q: 3 clusters Score -1.063518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10635164.000000 Penalty: 3721.905762
	Iteration 73Q: 3 clusters Score -1.063516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -10635162.000000 Penalty: 3721.905762
	Iteration 74Q: 3 clusters Score -1.063516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10635171.000000 Penalty: 3721.905762
	Iteration 75Q: 3 clusters Score -1.063517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10635182.000000 Penalty: 3721.905762
	Iteration 76Q: 3 clusters Score -1.063518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10635179.000000 Penalty: 3721.905762
	Iteration 77Q: 3 clusters Score -1.063518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10635188.000000 Penalty: 3721.905762
	Iteration 78Q: 3 clusters Score -1.063519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10635189.000000 Penalty: 3721.905762
	Iteration 79Q: 3 clusters Score -1.063519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10635188.000000 Penalty: 3721.905762
	Iteration 80F: 3 clusters Score -1.063519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10635196.000000 Penalty: 3721.905762
	Iteration 81Q: 3 clusters Score -1.06352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10635203.000000 Penalty: 3721.905762
	Iteration 82Q: 3 clusters Score -1.06352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -10635191.000000 Penalty: 3721.905762
	Iteration 83Q: 3 clusters Score -1.063519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10635205.000000 Penalty: 3721.905762
	Iteration 84Q: 3 clusters Score -1.06352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10635197.000000 Penalty: 3721.905762
	Iteration 85Q: 3 clusters Score -1.06352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -10635189.000000 Penalty: 3721.905762
	Iteration 86Q: 3 clusters Score -1.063519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10635196.000000 Penalty: 3721.905762
	Iteration 87Q: 3 clusters Score -1.06352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10635195.000000 Penalty: 3721.905762
	Iteration 88Q: 3 clusters Score -1.06352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10635201.000000 Penalty: 3721.905762
	Iteration 89Q: 3 clusters Score -1.06352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -10635194.000000 Penalty: 3721.905762
	Iteration 90Q: 3 clusters Score -1.063519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -10635200.000000 Penalty: 3721.905762
	Iteration 91Q: 3 clusters Score -1.06352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10635201.000000 Penalty: 3721.905762
	Iteration 92Q: 3 clusters Score -1.06352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10635192.000000 Penalty: 3721.905762
	Iteration 93Q: 3 clusters Score -1.063519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10635199.000000 Penalty: 3721.905762
	Iteration 94Q: 3 clusters Score -1.06352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10635204.000000 Penalty: 3721.905762
	Iteration 95Q: 3 clusters Score -1.06352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10635196.000000 Penalty: 3721.905762
	Iteration 96Q: 3 clusters Score -1.06352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10635195.000000 Penalty: 3721.905762
	Iteration 97Q: 3 clusters Score -1.06352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10635188.000000 Penalty: 3721.905762
	Iteration 98Q: 3 clusters Score -1.063519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10635194.000000 Penalty: 3721.905762
	Iteration 99Q: 3 clusters Score -1.063519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10635197.000000 Penalty: 3721.905762
	Iteration 100F: 3 clusters Score -1.06352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10635200.000000 Penalty: 3721.905762
	Iteration 101Q: 3 clusters Score -1.06352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10635213.000000 Penalty: 3721.905762
	Iteration 102Q: 3 clusters Score -1.063521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10635204.000000 Penalty: 3721.905762
	Iteration 103Q: 3 clusters Score -1.06352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10635202.000000 Penalty: 3721.905762
	Iteration 104Q: 3 clusters Score -1.06352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10635204.000000 Penalty: 3721.905762
	Iteration 105Q: 3 clusters Score -1.06352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10635204.000000 Penalty: 3721.905762
	Iteration 106F: 3 clusters Score -1.06352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Entering Unmasked Estep 
Score: -9984862.000000 Penalty: 1850.420532
	Iteration 0F: 2 clusters Score -9984862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -9926368.000000 Penalty: 3700.841064
	Iteration 0F: 3 clusters Score -9926368 nChanged 41971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -9950808.000000 Penalty: 3700.841064
	Iteration 1F: 3 clusters Score -9950808 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9951865.000000 Penalty: 3700.841064
	Iteration 2Q: 3 clusters Score -9951865 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -9953470.000000 Penalty: 3700.841064
	Iteration 3Q: 3 clusters Score -9953470 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -9956399.000000 Penalty: 3700.841064
	Iteration 4F: 3 clusters Score -9956399 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -9960868.000000 Penalty: 3700.841064
	Iteration 5F: 3 clusters Score -9960868 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -9967424.000000 Penalty: 3700.841064
	Iteration 6F: 3 clusters Score -9967424 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -9974419.000000 Penalty: 3700.841064
	Iteration 7F: 3 clusters Score -9974419 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -9979643.000000 Penalty: 3700.841064
	Iteration 8F: 3 clusters Score -9979643 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -9981940.000000 Penalty: 3700.841064
	Iteration 9Q: 3 clusters Score -9981940 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -9982778.000000 Penalty: 3700.841064
	Iteration 10Q: 3 clusters Score -9982778 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -9983011.000000 Penalty: 3700.841064
	Iteration 11Q: 3 clusters Score -9983011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -9983104.000000 Penalty: 3700.841064
	Iteration 12Q: 3 clusters Score -9983104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -9983152.000000 Penalty: 3700.841064
	Iteration 13Q: 3 clusters Score -9983152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -9983195.000000 Penalty: 3700.841064
	Iteration 14Q: 3 clusters Score -9983195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -9983217.000000 Penalty: 3700.841064
	Iteration 15Q: 3 clusters Score -9983217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -9983224.000000 Penalty: 3700.841064
	Iteration 16Q: 3 clusters Score -9983224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -9983232.000000 Penalty: 3700.841064
	Iteration 17Q: 3 clusters Score -9983232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -9983246.000000 Penalty: 3700.841064
	Iteration 18Q: 3 clusters Score -9983246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -9983250.000000 Penalty: 3700.841064
	Iteration 19Q: 3 clusters Score -9983250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -9983267.000000 Penalty: 3700.841064
	Iteration 20F: 3 clusters Score -9983267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -9983271.000000 Penalty: 3700.841064
	Iteration 21Q: 3 clusters Score -9983271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -9983272.000000 Penalty: 3700.841064
	Iteration 22Q: 3 clusters Score -9983272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -9983272.000000 Penalty: 3700.841064
	Iteration 23F: 3 clusters Score -9983272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (140565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Entering Unmasked Estep 
Score: -15820674.000000 Penalty: 1926.181519
	Iteration 0F: 2 clusters Score -1.582067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -15731140.000000 Penalty: 3852.363037
	Iteration 0F: 3 clusters Score -1.573114e+07 nChanged 67694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -15771281.000000 Penalty: 3852.363037
	Iteration 1F: 3 clusters Score -1.577128e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -15772146.000000 Penalty: 3852.363037
	Iteration 2Q: 3 clusters Score -1.577215e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -15773233.000000 Penalty: 3852.363037
	Iteration 3Q: 3 clusters Score -1.577323e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -15774849.000000 Penalty: 3852.363037
	Iteration 4Q: 3 clusters Score -1.577485e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -15777421.000000 Penalty: 3852.363037
	Iteration 5Q: 3 clusters Score -1.577742e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -15781554.000000 Penalty: 3852.363037
	Iteration 6F: 3 clusters Score -1.578155e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -15787453.000000 Penalty: 3852.363037
	Iteration 7F: 3 clusters Score -1.578745e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105566 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -15794857.000000 Penalty: 3852.363037
	Iteration 8F: 3 clusters Score -1.579486e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -15801878.000000 Penalty: 3852.363037
	Iteration 9F: 3 clusters Score -1.580188e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118206 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -15806561.000000 Penalty: 3852.363037
	Iteration 10Q: 3 clusters Score -1.580656e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -15809431.000000 Penalty: 3852.363037
	Iteration 11Q: 3 clusters Score -1.580943e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -15811144.000000 Penalty: 3852.363037
	Iteration 12Q: 3 clusters Score -1.581114e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -15812386.000000 Penalty: 3852.363037
	Iteration 13Q: 3 clusters Score -1.581239e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -15813374.000000 Penalty: 3852.363037
	Iteration 14Q: 3 clusters Score -1.581337e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131189 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -15814279.000000 Penalty: 3852.363037
	Iteration 15Q: 3 clusters Score -1.581428e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132792 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -15814983.000000 Penalty: 3852.363037
	Iteration 16Q: 3 clusters Score -1.581498e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -15815791.000000 Penalty: 3852.363037
	Iteration 17Q: 3 clusters Score -1.581579e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135371 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -15816392.000000 Penalty: 3852.363037
	Iteration 18Q: 3 clusters Score -1.581639e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -15816892.000000 Penalty: 3852.363037
	Iteration 19Q: 3 clusters Score -1.581689e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15817289.000000 Penalty: 3852.363037
	Iteration 20F: 3 clusters Score -1.581729e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137612 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -15817655.000000 Penalty: 3852.363037
	Iteration 21Q: 3 clusters Score -1.581766e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -15817995.000000 Penalty: 3852.363037
	Iteration 22Q: 3 clusters Score -1.5818e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -15818227.000000 Penalty: 3852.363037
	Iteration 23Q: 3 clusters Score -1.581823e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138803 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15818399.000000 Penalty: 3852.363037
	Iteration 24Q: 3 clusters Score -1.58184e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15818486.000000 Penalty: 3852.363037
	Iteration 25Q: 3 clusters Score -1.581849e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139198 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15818592.000000 Penalty: 3852.363037
	Iteration 26Q: 3 clusters Score -1.581859e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15818627.000000 Penalty: 3852.363037
	Iteration 27Q: 3 clusters Score -1.581863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139379 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15818679.000000 Penalty: 3852.363037
	Iteration 28Q: 3 clusters Score -1.581868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15818703.000000 Penalty: 3852.363037
	Iteration 29Q: 3 clusters Score -1.58187e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15818760.000000 Penalty: 3852.363037
	Iteration 30Q: 3 clusters Score -1.581876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15818826.000000 Penalty: 3852.363037
	Iteration 31Q: 3 clusters Score -1.581883e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -15818847.000000 Penalty: 3852.363037
	Iteration 32Q: 3 clusters Score -1.581885e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15818870.000000 Penalty: 3852.363037
	Iteration 33Q: 3 clusters Score -1.581887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139686 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15818870.000000 Penalty: 3852.363037
	Iteration 34Q: 3 clusters Score -1.581887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15818888.000000 Penalty: 3852.363037
	Iteration 35Q: 3 clusters Score -1.581889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15818892.000000 Penalty: 3852.363037
	Iteration 36Q: 3 clusters Score -1.581889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15818903.000000 Penalty: 3852.363037
	Iteration 37Q: 3 clusters Score -1.58189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139756 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15818902.000000 Penalty: 3852.363037
	Iteration 38Q: 3 clusters Score -1.58189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -15818907.000000 Penalty: 3852.363037
	Iteration 39Q: 3 clusters Score -1.581891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139776 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15818926.000000 Penalty: 3852.363037
	Iteration 40F: 3 clusters Score -1.581893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15818921.000000 Penalty: 3852.363037
	Iteration 41Q: 3 clusters Score -1.581892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15818908.000000 Penalty: 3852.363037
	Iteration 42Q: 3 clusters Score -1.581891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15818934.000000 Penalty: 3852.363037
	Iteration 43Q: 3 clusters Score -1.581893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139815 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15818940.000000 Penalty: 3852.363037
	Iteration 44Q: 3 clusters Score -1.581894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -15818935.000000 Penalty: 3852.363037
	Iteration 45Q: 3 clusters Score -1.581894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15818947.000000 Penalty: 3852.363037
	Iteration 46Q: 3 clusters Score -1.581895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139848 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15818944.000000 Penalty: 3852.363037
	Iteration 47Q: 3 clusters Score -1.581894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139855 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15818952.000000 Penalty: 3852.363037
	Iteration 48Q: 3 clusters Score -1.581895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15818935.000000 Penalty: 3852.363037
	Iteration 49Q: 3 clusters Score -1.581894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139866 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15818951.000000 Penalty: 3852.363037
	Iteration 50Q: 3 clusters Score -1.581895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15818946.000000 Penalty: 3852.363037
	Iteration 51Q: 3 clusters Score -1.581895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139869 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15818947.000000 Penalty: 3852.363037
	Iteration 52Q: 3 clusters Score -1.581895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15818940.000000 Penalty: 3852.363037
	Iteration 53Q: 3 clusters Score -1.581894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15818954.000000 Penalty: 3852.363037
	Iteration 54Q: 3 clusters Score -1.581895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15818966.000000 Penalty: 3852.363037
	Iteration 55Q: 3 clusters Score -1.581897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139881 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15818968.000000 Penalty: 3852.363037
	Iteration 56Q: 3 clusters Score -1.581897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15818981.000000 Penalty: 3852.363037
	Iteration 57Q: 3 clusters Score -1.581898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15818993.000000 Penalty: 3852.363037
	Iteration 58Q: 3 clusters Score -1.581899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15818997.000000 Penalty: 3852.363037
	Iteration 59Q: 3 clusters Score -1.5819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139888 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15818990.000000 Penalty: 3852.363037
	Iteration 60F: 3 clusters Score -1.581899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139890 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15819002.000000 Penalty: 3852.363037
	Iteration 61Q: 3 clusters Score -1.5819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15819004.000000 Penalty: 3852.363037
	Iteration 62Q: 3 clusters Score -1.5819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15819000.000000 Penalty: 3852.363037
	Iteration 63Q: 3 clusters Score -1.5819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -15819001.000000 Penalty: 3852.363037
	Iteration 64Q: 3 clusters Score -1.5819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15819006.000000 Penalty: 3852.363037
	Iteration 65Q: 3 clusters Score -1.581901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139897 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15818996.000000 Penalty: 3852.363037
	Iteration 66Q: 3 clusters Score -1.5819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15818997.000000 Penalty: 3852.363037
	Iteration 67Q: 3 clusters Score -1.5819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15818997.000000 Penalty: 3852.363037
	Iteration 68F: 3 clusters Score -1.5819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Entering Unmasked Estep 
Score: -1312364.375000 Penalty: 1518.513062
	Iteration 0F: 2 clusters Score -1312364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1304318.750000 Penalty: 3037.026123
	Iteration 0F: 3 clusters Score -1304319 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1306868.500000 Penalty: 3037.026123
	Iteration 1F: 3 clusters Score -1306868 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1307088.375000 Penalty: 3037.026123
	Iteration 2F: 3 clusters Score -1307088 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1307256.625000 Penalty: 3037.026123
	Iteration 3Q: 3 clusters Score -1307257 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1307396.750000 Penalty: 3037.026123
	Iteration 4Q: 3 clusters Score -1307397 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1307546.875000 Penalty: 3037.026123
	Iteration 5Q: 3 clusters Score -1307547 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1307705.500000 Penalty: 3037.026123
	Iteration 6Q: 3 clusters Score -1307706 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1307851.750000 Penalty: 3037.026123
	Iteration 7Q: 3 clusters Score -1307852 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1308014.875000 Penalty: 3037.026123
	Iteration 8Q: 3 clusters Score -1308015 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1308179.000000 Penalty: 3037.026123
	Iteration 9Q: 3 clusters Score -1308179 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1308363.250000 Penalty: 3037.026123
	Iteration 10Q: 3 clusters Score -1308363 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1308585.000000 Penalty: 3037.026123
	Iteration 11Q: 3 clusters Score -1308585 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1308871.875000 Penalty: 3037.026123
	Iteration 12Q: 3 clusters Score -1308872 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1309234.875000 Penalty: 3037.026123
	Iteration 13Q: 3 clusters Score -1309235 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1309598.375000 Penalty: 3037.026123
	Iteration 14Q: 3 clusters Score -1309598 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1309898.375000 Penalty: 3037.026123
	Iteration 15Q: 3 clusters Score -1309898 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1310124.875000 Penalty: 3037.026123
	Iteration 16Q: 3 clusters Score -1310125 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1310252.500000 Penalty: 3037.026123
	Iteration 17Q: 3 clusters Score -1310252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1310328.625000 Penalty: 3037.026123
	Iteration 18Q: 3 clusters Score -1310329 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1310393.500000 Penalty: 3037.026123
	Iteration 19Q: 3 clusters Score -1310394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1310440.125000 Penalty: 3037.026123
	Iteration 20F: 3 clusters Score -1310440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1310486.000000 Penalty: 3037.026123
	Iteration 21Q: 3 clusters Score -1310486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1310514.000000 Penalty: 3037.026123
	Iteration 22Q: 3 clusters Score -1310514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1310557.250000 Penalty: 3037.026123
	Iteration 23Q: 3 clusters Score -1310557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1310583.500000 Penalty: 3037.026123
	Iteration 24Q: 3 clusters Score -1310584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1310614.250000 Penalty: 3037.026123
	Iteration 25Q: 3 clusters Score -1310614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1310638.500000 Penalty: 3037.026123
	Iteration 26Q: 3 clusters Score -1310638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1310666.375000 Penalty: 3037.026123
	Iteration 27Q: 3 clusters Score -1310666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1310690.000000 Penalty: 3037.026123
	Iteration 28Q: 3 clusters Score -1310690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1310706.375000 Penalty: 3037.026123
	Iteration 29Q: 3 clusters Score -1310706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1310719.000000 Penalty: 3037.026123
	Iteration 30Q: 3 clusters Score -1310719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1310726.500000 Penalty: 3037.026123
	Iteration 31Q: 3 clusters Score -1310726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1310733.250000 Penalty: 3037.026123
	Iteration 32Q: 3 clusters Score -1310733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1310735.625000 Penalty: 3037.026123
	Iteration 33Q: 3 clusters Score -1310736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1310751.125000 Penalty: 3037.026123
	Iteration 34Q: 3 clusters Score -1310751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1310760.625000 Penalty: 3037.026123
	Iteration 35Q: 3 clusters Score -1310761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1310770.875000 Penalty: 3037.026123
	Iteration 36Q: 3 clusters Score -1310771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1310787.625000 Penalty: 3037.026123
	Iteration 37Q: 3 clusters Score -1310788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1310795.000000 Penalty: 3037.026123
	Iteration 38Q: 3 clusters Score -1310795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1310808.625000 Penalty: 3037.026123
	Iteration 39Q: 3 clusters Score -1310809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1310822.375000 Penalty: 3037.026123
	Iteration 40F: 3 clusters Score -1310822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1310835.750000 Penalty: 3037.026123
	Iteration 41Q: 3 clusters Score -1310836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1310850.000000 Penalty: 3037.026123
	Iteration 42Q: 3 clusters Score -1310850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1310861.750000 Penalty: 3037.026123
	Iteration 43Q: 3 clusters Score -1310862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1310870.125000 Penalty: 3037.026123
	Iteration 44Q: 3 clusters Score -1310870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1310879.875000 Penalty: 3037.026123
	Iteration 45Q: 3 clusters Score -1310880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1310889.375000 Penalty: 3037.026123
	Iteration 46Q: 3 clusters Score -1310889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1310896.250000 Penalty: 3037.026123
	Iteration 47Q: 3 clusters Score -1310896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1310904.000000 Penalty: 3037.026123
	Iteration 48Q: 3 clusters Score -1310904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1310913.750000 Penalty: 3037.026123
	Iteration 49Q: 3 clusters Score -1310914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1310917.875000 Penalty: 3037.026123
	Iteration 50Q: 3 clusters Score -1310918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1310928.625000 Penalty: 3037.026123
	Iteration 51Q: 3 clusters Score -1310929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1310937.875000 Penalty: 3037.026123
	Iteration 52Q: 3 clusters Score -1310938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1310943.875000 Penalty: 3037.026123
	Iteration 53Q: 3 clusters Score -1310944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1310949.625000 Penalty: 3037.026123
	Iteration 54Q: 3 clusters Score -1310950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1310951.750000 Penalty: 3037.026123
	Iteration 55Q: 3 clusters Score -1310952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1310957.250000 Penalty: 3037.026123
	Iteration 56Q: 3 clusters Score -1310957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1310960.875000 Penalty: 3037.026123
	Iteration 57Q: 3 clusters Score -1310961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1310961.625000 Penalty: 3037.026123
	Iteration 58Q: 3 clusters Score -1310962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1310964.625000 Penalty: 3037.026123
	Iteration 59Q: 3 clusters Score -1310965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1310963.250000 Penalty: 3037.026123
	Iteration 60F: 3 clusters Score -1310963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1310966.625000 Penalty: 3037.026123
	Iteration 61Q: 3 clusters Score -1310967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1310967.250000 Penalty: 3037.026123
	Iteration 62Q: 3 clusters Score -1310967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1310970.000000 Penalty: 3037.026123
	Iteration 63Q: 3 clusters Score -1310970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1310970.625000 Penalty: 3037.026123
	Iteration 64Q: 3 clusters Score -1310971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1310973.500000 Penalty: 3037.026123
	Iteration 65Q: 3 clusters Score -1310974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1310977.125000 Penalty: 3037.026123
	Iteration 66Q: 3 clusters Score -1310977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1310979.625000 Penalty: 3037.026123
	Iteration 67Q: 3 clusters Score -1310980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1310984.500000 Penalty: 3037.026123
	Iteration 68Q: 3 clusters Score -1310984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1310984.750000 Penalty: 3037.026123
	Iteration 69Q: 3 clusters Score -1310985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1310984.000000 Penalty: 3037.026123
	Iteration 70Q: 3 clusters Score -1310984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1310984.000000 Penalty: 3037.026123
	Iteration 71F: 3 clusters Score -1310984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16495.625000 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16495.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15882.834961 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15882.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15999.871094 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15999.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16045.107422 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -16045.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16053.298828 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -16053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16058.665039 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -16058.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16058.665039 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -16058.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Entering Unmasked Estep 
Score: -9921201.000000 Penalty: 1851.582764
	Iteration 0F: 2 clusters Score -9921201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -9862119.000000 Penalty: 3703.165527
	Iteration 0F: 3 clusters Score -9862119 nChanged 42411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -9886476.000000 Penalty: 3703.165527
	Iteration 1F: 3 clusters Score -9886476 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -9887157.000000 Penalty: 3703.165527
	Iteration 2Q: 3 clusters Score -9887157 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -9887936.000000 Penalty: 3703.165527
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9892900 nChanged 5097
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Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9896368 nChanged 5704
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Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9900779 nChanged 5640
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Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9904836 nChanged 4363
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Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9907494 nChanged 1579
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Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9908350 nChanged 1336
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Mstep: Class 1 contains 51850 members 
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9908798 nChanged 1351
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Mstep: Class 1 contains 52825 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9909202 nChanged 1410
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Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9909704 nChanged 1517
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Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56445 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9910878 nChanged 1497
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Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9911520 nChanged 1461
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Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9912066 nChanged 1426
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Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9912568 nChanged 1393
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Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9913109 nChanged 1376
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Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9913721 nChanged 1371
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Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65544 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9914667 nChanged 1157
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9915756 nChanged 1011
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Mstep: Class 2 contains 18898 members 
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	Iteration 29Q: 3 clusters Score -9916040 nChanged 984
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9916391 nChanged 896
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	Iteration 60F: 3 clusters Score -9919579 nChanged 123
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	Iteration 86Q: 3 clusters Score -9919926 nChanged 35
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	Iteration 87Q: 3 clusters Score -9919941 nChanged 27
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	Iteration 88Q: 3 clusters Score -9919960 nChanged 31
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	Iteration 90Q: 3 clusters Score -9919940 nChanged 21
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Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9919987.000000 Penalty: 3703.165527
	Iteration 96Q: 3 clusters Score -9919987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9920004.000000 Penalty: 3703.165527
	Iteration 97Q: 3 clusters Score -9920004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9920005.000000 Penalty: 3703.165527
	Iteration 98Q: 3 clusters Score -9920005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9920004.000000 Penalty: 3703.165527
	Iteration 99Q: 3 clusters Score -9920004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9920002.000000 Penalty: 3703.165527
	Iteration 100F: 3 clusters Score -9920002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9920004.000000 Penalty: 3703.165527
	Iteration 101Q: 3 clusters Score -9920004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9920004.000000 Penalty: 3703.165527
	Iteration 102Q: 3 clusters Score -9920004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9920004.000000 Penalty: 3703.165527
	Iteration 103F: 3 clusters Score -9920004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Entering Unmasked Estep 
Score: -2283986.750000 Penalty: 1607.781982
	Iteration 0F: 2 clusters Score -2283987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2270428.250000 Penalty: 3215.563965
	Iteration 0F: 3 clusters Score -2270428 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2275265.000000 Penalty: 3215.563965
	Iteration 1F: 3 clusters Score -2275265 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2275538.750000 Penalty: 3215.563965
	Iteration 2Q: 3 clusters Score -2275539 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2275755.750000 Penalty: 3215.563965
	Iteration 3Q: 3 clusters Score -2275756 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2275978.500000 Penalty: 3215.563965
	Iteration 4Q: 3 clusters Score -2275978 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2276225.500000 Penalty: 3215.563965
	Iteration 5Q: 3 clusters Score -2276226 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2276522.750000 Penalty: 3215.563965
	Iteration 6Q: 3 clusters Score -2276523 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2276905.500000 Penalty: 3215.563965
	Iteration 7Q: 3 clusters Score -2276906 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2277412.000000 Penalty: 3215.563965
	Iteration 8Q: 3 clusters Score -2277412 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2278085.750000 Penalty: 3215.563965
	Iteration 9F: 3 clusters Score -2278086 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2278936.500000 Penalty: 3215.563965
	Iteration 10F: 3 clusters Score -2278936 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2279754.250000 Penalty: 3215.563965
	Iteration 11F: 3 clusters Score -2279754 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2280193.500000 Penalty: 3215.563965
	Iteration 12Q: 3 clusters Score -2280194 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2280387.000000 Penalty: 3215.563965
	Iteration 13Q: 3 clusters Score -2280387 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2280501.250000 Penalty: 3215.563965
	Iteration 14Q: 3 clusters Score -2280501 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2280587.500000 Penalty: 3215.563965
	Iteration 15Q: 3 clusters Score -2280588 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2280655.000000 Penalty: 3215.563965
	Iteration 16Q: 3 clusters Score -2280655 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2280731.750000 Penalty: 3215.563965
	Iteration 17Q: 3 clusters Score -2280732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2280782.000000 Penalty: 3215.563965
	Iteration 18Q: 3 clusters Score -2280782 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2280836.000000 Penalty: 3215.563965
	Iteration 19Q: 3 clusters Score -2280836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2280876.250000 Penalty: 3215.563965
	Iteration 20F: 3 clusters Score -2280876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2280916.750000 Penalty: 3215.563965
	Iteration 21Q: 3 clusters Score -2280917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2280936.500000 Penalty: 3215.563965
	Iteration 22Q: 3 clusters Score -2280936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2280959.750000 Penalty: 3215.563965
	Iteration 23Q: 3 clusters Score -2280960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2280989.000000 Penalty: 3215.563965
	Iteration 24Q: 3 clusters Score -2280989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2281013.500000 Penalty: 3215.563965
	Iteration 25Q: 3 clusters Score -2281014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2281042.250000 Penalty: 3215.563965
	Iteration 26Q: 3 clusters Score -2281042 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2281078.750000 Penalty: 3215.563965
	Iteration 27Q: 3 clusters Score -2281079 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2281115.500000 Penalty: 3215.563965
	Iteration 28Q: 3 clusters Score -2281116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2281138.250000 Penalty: 3215.563965
	Iteration 29Q: 3 clusters Score -2281138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2281163.750000 Penalty: 3215.563965
	Iteration 30Q: 3 clusters Score -2281164 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2281185.500000 Penalty: 3215.563965
	Iteration 31Q: 3 clusters Score -2281186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2281206.000000 Penalty: 3215.563965
	Iteration 32Q: 3 clusters Score -2281206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2281224.250000 Penalty: 3215.563965
	Iteration 33Q: 3 clusters Score -2281224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2281244.750000 Penalty: 3215.563965
	Iteration 34Q: 3 clusters Score -2281245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2281261.250000 Penalty: 3215.563965
	Iteration 35Q: 3 clusters Score -2281261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2281275.250000 Penalty: 3215.563965
	Iteration 36Q: 3 clusters Score -2281275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2281290.750000 Penalty: 3215.563965
	Iteration 37Q: 3 clusters Score -2281291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2281296.500000 Penalty: 3215.563965
	Iteration 38Q: 3 clusters Score -2281296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2281326.000000 Penalty: 3215.563965
	Iteration 39Q: 3 clusters Score -2281326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2281335.250000 Penalty: 3215.563965
	Iteration 40F: 3 clusters Score -2281335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2281346.500000 Penalty: 3215.563965
	Iteration 41Q: 3 clusters Score -2281346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2281374.000000 Penalty: 3215.563965
	Iteration 42Q: 3 clusters Score -2281374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2281398.500000 Penalty: 3215.563965
	Iteration 43Q: 3 clusters Score -2281398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2281416.000000 Penalty: 3215.563965
	Iteration 44Q: 3 clusters Score -2281416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2281429.000000 Penalty: 3215.563965
	Iteration 45Q: 3 clusters Score -2281429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2281450.250000 Penalty: 3215.563965
	Iteration 46Q: 3 clusters Score -2281450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2281471.000000 Penalty: 3215.563965
	Iteration 47Q: 3 clusters Score -2281471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2281490.250000 Penalty: 3215.563965
	Iteration 48Q: 3 clusters Score -2281490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2281507.000000 Penalty: 3215.563965
	Iteration 49Q: 3 clusters Score -2281507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2281527.250000 Penalty: 3215.563965
	Iteration 50Q: 3 clusters Score -2281527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2281538.250000 Penalty: 3215.563965
	Iteration 51Q: 3 clusters Score -2281538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2281567.250000 Penalty: 3215.563965
	Iteration 52Q: 3 clusters Score -2281567 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2281602.500000 Penalty: 3215.563965
	Iteration 53Q: 3 clusters Score -2281602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2281641.000000 Penalty: 3215.563965
	Iteration 54Q: 3 clusters Score -2281641 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2281676.000000 Penalty: 3215.563965
	Iteration 55Q: 3 clusters Score -2281676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2281717.000000 Penalty: 3215.563965
	Iteration 56Q: 3 clusters Score -2281717 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2281746.750000 Penalty: 3215.563965
	Iteration 57Q: 3 clusters Score -2281747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2281779.500000 Penalty: 3215.563965
	Iteration 58Q: 3 clusters Score -2281780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2281812.000000 Penalty: 3215.563965
	Iteration 59Q: 3 clusters Score -2281812 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2281852.000000 Penalty: 3215.563965
	Iteration 60F: 3 clusters Score -2281852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2281877.500000 Penalty: 3215.563965
	Iteration 61Q: 3 clusters Score -2281878 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2281904.250000 Penalty: 3215.563965
	Iteration 62Q: 3 clusters Score -2281904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2281923.000000 Penalty: 3215.563965
	Iteration 63Q: 3 clusters Score -2281923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2281938.500000 Penalty: 3215.563965
	Iteration 64Q: 3 clusters Score -2281938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2281965.000000 Penalty: 3215.563965
	Iteration 65Q: 3 clusters Score -2281965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2281983.500000 Penalty: 3215.563965
	Iteration 66Q: 3 clusters Score -2281984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2282001.500000 Penalty: 3215.563965
	Iteration 67Q: 3 clusters Score -2282002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2282031.000000 Penalty: 3215.563965
	Iteration 68Q: 3 clusters Score -2282031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2282049.500000 Penalty: 3215.563965
	Iteration 69Q: 3 clusters Score -2282050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2282072.250000 Penalty: 3215.563965
	Iteration 70Q: 3 clusters Score -2282072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2282080.750000 Penalty: 3215.563965
	Iteration 71Q: 3 clusters Score -2282081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2282095.000000 Penalty: 3215.563965
	Iteration 72Q: 3 clusters Score -2282095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2282103.500000 Penalty: 3215.563965
	Iteration 73Q: 3 clusters Score -2282104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2282122.750000 Penalty: 3215.563965
	Iteration 74Q: 3 clusters Score -2282123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2282131.750000 Penalty: 3215.563965
	Iteration 75Q: 3 clusters Score -2282132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2282134.500000 Penalty: 3215.563965
	Iteration 76Q: 3 clusters Score -2282134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2282147.250000 Penalty: 3215.563965
	Iteration 77Q: 3 clusters Score -2282147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2282158.250000 Penalty: 3215.563965
	Iteration 78Q: 3 clusters Score -2282158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2282172.250000 Penalty: 3215.563965
	Iteration 79Q: 3 clusters Score -2282172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2282186.750000 Penalty: 3215.563965
	Iteration 80F: 3 clusters Score -2282187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2282197.500000 Penalty: 3215.563965
	Iteration 81Q: 3 clusters Score -2282198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2282209.750000 Penalty: 3215.563965
	Iteration 82Q: 3 clusters Score -2282210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2282217.500000 Penalty: 3215.563965
	Iteration 83Q: 3 clusters Score -2282218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2282225.750000 Penalty: 3215.563965
	Iteration 84Q: 3 clusters Score -2282226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2282234.250000 Penalty: 3215.563965
	Iteration 85Q: 3 clusters Score -2282234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2282241.500000 Penalty: 3215.563965
	Iteration 86Q: 3 clusters Score -2282242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2282257.000000 Penalty: 3215.563965
	Iteration 87Q: 3 clusters Score -2282257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2282258.750000 Penalty: 3215.563965
	Iteration 88Q: 3 clusters Score -2282259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2282270.750000 Penalty: 3215.563965
	Iteration 89Q: 3 clusters Score -2282271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2282277.250000 Penalty: 3215.563965
	Iteration 90Q: 3 clusters Score -2282277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2282283.250000 Penalty: 3215.563965
	Iteration 91Q: 3 clusters Score -2282283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2282281.250000 Penalty: 3215.563965
	Iteration 92Q: 3 clusters Score -2282281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2282287.250000 Penalty: 3215.563965
	Iteration 93Q: 3 clusters Score -2282287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2282283.750000 Penalty: 3215.563965
	Iteration 94Q: 3 clusters Score -2282284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2282289.000000 Penalty: 3215.563965
	Iteration 95Q: 3 clusters Score -2282289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2282287.250000 Penalty: 3215.563965
	Iteration 96Q: 3 clusters Score -2282287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2282290.000000 Penalty: 3215.563965
	Iteration 97Q: 3 clusters Score -2282290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2282296.500000 Penalty: 3215.563965
	Iteration 98Q: 3 clusters Score -2282296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2282294.250000 Penalty: 3215.563965
	Iteration 99Q: 3 clusters Score -2282294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2282311.500000 Penalty: 3215.563965
	Iteration 100F: 3 clusters Score -2282312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2282314.250000 Penalty: 3215.563965
	Iteration 101Q: 3 clusters Score -2282314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2282315.750000 Penalty: 3215.563965
	Iteration 102Q: 3 clusters Score -2282316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2282324.250000 Penalty: 3215.563965
	Iteration 103Q: 3 clusters Score -2282324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2282336.000000 Penalty: 3215.563965
	Iteration 104Q: 3 clusters Score -2282336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2282344.000000 Penalty: 3215.563965
	Iteration 105Q: 3 clusters Score -2282344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2282354.000000 Penalty: 3215.563965
	Iteration 106Q: 3 clusters Score -2282354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2282353.500000 Penalty: 3215.563965
	Iteration 107Q: 3 clusters Score -2282354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2282355.500000 Penalty: 3215.563965
	Iteration 108Q: 3 clusters Score -2282356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2282358.000000 Penalty: 3215.563965
	Iteration 109Q: 3 clusters Score -2282358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2282360.500000 Penalty: 3215.563965
	Iteration 110Q: 3 clusters Score -2282360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2282368.750000 Penalty: 3215.563965
	Iteration 111Q: 3 clusters Score -2282369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2282379.250000 Penalty: 3215.563965
	Iteration 112Q: 3 clusters Score -2282379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2282389.000000 Penalty: 3215.563965
	Iteration 113Q: 3 clusters Score -2282389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2282395.250000 Penalty: 3215.563965
	Iteration 114Q: 3 clusters Score -2282395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2282406.500000 Penalty: 3215.563965
	Iteration 115Q: 3 clusters Score -2282406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2282411.750000 Penalty: 3215.563965
	Iteration 116Q: 3 clusters Score -2282412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2282414.000000 Penalty: 3215.563965
	Iteration 117Q: 3 clusters Score -2282414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2282411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2282410.250000 Penalty: 3215.563965
	Iteration 119Q: 3 clusters Score -2282410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2282412.500000 Penalty: 3215.563965
	Iteration 120F: 3 clusters Score -2282412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10307 members 
Mstep: Class 3 contains 7286 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40496 members 
Mstep: Class 7 contains 71004 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 94091 members 
Mstep: Class 13 contains 88186 members 
Mstep: Class 14 contains 140565 members 
Mstep: Class 15 contains 11438 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19812 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 15 clusters Score -6.47427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40491 members 
Mstep: Class 7 contains 71004 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 94068 members 
Mstep: Class 13 contains 88182 members 
Mstep: Class 14 contains 140581 members 
Mstep: Class 15 contains 11435 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 15 clusters Score -6.474273e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7282 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40484 members 
Mstep: Class 7 contains 71003 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 94043 members 
Mstep: Class 13 contains 88179 members 
Mstep: Class 14 contains 140598 members 
Mstep: Class 15 contains 11432 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19855 members 
Entering Unmasked Estep 
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Iteration 321Q: 15 clusters Score -6.47428e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40477 members 
Mstep: Class 7 contains 71003 members 
Mstep: Class 9 contains 4488 members 
Mstep: Class 10 contains 94020 members 
Mstep: Class 13 contains 88181 members 
Mstep: Class 14 contains 140606 members 
Mstep: Class 15 contains 11427 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 15 clusters Score -6.474276e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 7274 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40461 members 
Mstep: Class 7 contains 71003 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93995 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 140621 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19908 members 
Entering Unmasked Estep 
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Iteration 323Q: 15 clusters Score -6.47427e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7272 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40446 members 
Mstep: Class 7 contains 71006 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 93963 members 
Mstep: Class 13 contains 88201 members 
Mstep: Class 14 contains 140638 members 
Mstep: Class 15 contains 11416 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 19933 members 
Entering Unmasked Estep 
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Iteration 324Q: 15 clusters Score -6.474272e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40435 members 
Mstep: Class 7 contains 71006 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 93922 members 
Mstep: Class 13 contains 88211 members 
Mstep: Class 14 contains 140674 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 19956 members 
Entering Unmasked Estep 
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Iteration 325Q: 15 clusters Score -6.474265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40431 members 
Mstep: Class 7 contains 71006 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 93894 members 
Mstep: Class 13 contains 88207 members 
Mstep: Class 14 contains 140706 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19968 members 
Entering Unmasked Estep 
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Iteration 326Q: 15 clusters Score -6.47427e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40431 members 
Mstep: Class 7 contains 71007 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93865 members 
Mstep: Class 13 contains 88207 members 
Mstep: Class 14 contains 140724 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 19984 members 
Entering Unmasked Estep 
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Iteration 327Q: 15 clusters Score -6.474267e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 7265 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 40426 members 
Mstep: Class 7 contains 71006 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93844 members 
Mstep: Class 13 contains 88197 members 
Mstep: Class 14 contains 140751 members 
Mstep: Class 15 contains 11383 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88819 members 
Mstep: Class 19 contains 20001 members 
Entering Unmasked Estep 
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Iteration 328Q: 15 clusters Score -6.474276e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40420 members 
Mstep: Class 7 contains 71005 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93822 members 
Mstep: Class 13 contains 88186 members 
Mstep: Class 14 contains 140784 members 
Mstep: Class 15 contains 11382 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 20014 members 
Entering Unmasked Estep 
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Iteration 329Q: 15 clusters Score -6.47427e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40414 members 
Mstep: Class 7 contains 71002 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93800 members 
Mstep: Class 13 contains 88181 members 
Mstep: Class 14 contains 140813 members 
Mstep: Class 15 contains 11382 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 20023 members 
Entering Unmasked Estep 
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Iteration 330Q: 15 clusters Score -6.474266e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40406 members 
Mstep: Class 7 contains 70998 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93778 members 
Mstep: Class 13 contains 88174 members 
Mstep: Class 14 contains 140846 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 20031 members 
Entering Unmasked Estep 
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Iteration 331Q: 15 clusters Score -6.474274e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40395 members 
Mstep: Class 7 contains 70996 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93749 members 
Mstep: Class 13 contains 88165 members 
Mstep: Class 14 contains 140883 members 
Mstep: Class 15 contains 11385 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88820 members 
Mstep: Class 19 contains 20041 members 
Entering Unmasked Estep 
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Iteration 332Q: 15 clusters Score -6.474274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10301 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 40388 members 
Mstep: Class 7 contains 70993 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93726 members 
Mstep: Class 13 contains 88162 members 
Mstep: Class 14 contains 140912 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88821 members 
Mstep: Class 19 contains 20046 members 
Entering Unmasked Estep 
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Iteration 333Q: 15 clusters Score -6.474281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7259 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40382 members 
Mstep: Class 7 contains 70988 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93714 members 
Mstep: Class 13 contains 88160 members 
Mstep: Class 14 contains 140938 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88822 members 
Mstep: Class 19 contains 20050 members 
Entering Unmasked Estep 
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Iteration 334Q: 15 clusters Score -6.474274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40382 members 
Mstep: Class 7 contains 70984 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93704 members 
Mstep: Class 13 contains 88154 members 
Mstep: Class 14 contains 140954 members 
Mstep: Class 15 contains 11379 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88822 members 
Mstep: Class 19 contains 20062 members 
Entering Unmasked Estep 
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Iteration 335Q: 15 clusters Score -6.474274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7254 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40376 members 
Mstep: Class 7 contains 70981 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93696 members 
Mstep: Class 13 contains 88150 members 
Mstep: Class 14 contains 140971 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88822 members 
Mstep: Class 19 contains 20073 members 
Entering Unmasked Estep 
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Iteration 336Q: 15 clusters Score -6.474268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7251 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40369 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93684 members 
Mstep: Class 13 contains 88150 members 
Mstep: Class 14 contains 140997 members 
Mstep: Class 15 contains 11365 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88822 members 
Mstep: Class 19 contains 20081 members 
Entering Unmasked Estep 
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Iteration 337Q: 15 clusters Score -6.474264e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40364 members 
Mstep: Class 7 contains 70975 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93663 members 
Mstep: Class 13 contains 88155 members 
Mstep: Class 14 contains 141023 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20084 members 
Entering Unmasked Estep 
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Iteration 338Q: 15 clusters Score -6.474267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 7245 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 40357 members 
Mstep: Class 7 contains 70973 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93648 members 
Mstep: Class 13 contains 88157 members 
Mstep: Class 14 contains 141042 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20091 members 
Entering Unmasked Estep 
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Iteration 339Q: 15 clusters Score -6.474266e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 7242 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 40353 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93649 members 
Mstep: Class 13 contains 88154 members 
Mstep: Class 14 contains 141052 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 20095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742672.000000 Penalty: 30212.712891
Iteration 340F: 15 clusters Score -6.474267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40352 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93644 members 
Mstep: Class 13 contains 88149 members 
Mstep: Class 14 contains 141062 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 20101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 341Q: 15 clusters Score -6.474266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 7237 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40353 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93630 members 
Mstep: Class 13 contains 88150 members 
Mstep: Class 14 contains 141077 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 20103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742676.000000 Penalty: 30212.712891
Iteration 342Q: 15 clusters Score -6.474268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40351 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 93619 members 
Mstep: Class 13 contains 88157 members 
Mstep: Class 14 contains 141085 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 20103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742692.000000 Penalty: 30212.712891
Iteration 343Q: 15 clusters Score -6.474269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 7232 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40347 members 
Mstep: Class 7 contains 70970 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93602 members 
Mstep: Class 13 contains 88162 members 
Mstep: Class 14 contains 141100 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742724.000000 Penalty: 30212.712891
Iteration 344Q: 15 clusters Score -6.474272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 7230 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40346 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93588 members 
Mstep: Class 13 contains 88163 members 
Mstep: Class 14 contains 141112 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 345Q: 15 clusters Score -6.47427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40340 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93570 members 
Mstep: Class 13 contains 88165 members 
Mstep: Class 14 contains 141136 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742712.000000 Penalty: 30212.712891
Iteration 346Q: 15 clusters Score -6.474271e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40334 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93557 members 
Mstep: Class 13 contains 88166 members 
Mstep: Class 14 contains 141153 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742708.000000 Penalty: 30212.712891
Iteration 347Q: 15 clusters Score -6.474271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40328 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93542 members 
Mstep: Class 13 contains 88164 members 
Mstep: Class 14 contains 141171 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742712.000000 Penalty: 30212.712891
Iteration 348Q: 15 clusters Score -6.474271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10293 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 40319 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93535 members 
Mstep: Class 13 contains 88167 members 
Mstep: Class 14 contains 141180 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 349Q: 15 clusters Score -6.474268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 40311 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93525 members 
Mstep: Class 13 contains 88162 members 
Mstep: Class 14 contains 141199 members 
Mstep: Class 15 contains 11356 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742676.000000 Penalty: 30212.712891
Iteration 350Q: 15 clusters Score -6.474268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7227 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40309 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93518 members 
Mstep: Class 13 contains 88158 members 
Mstep: Class 14 contains 141209 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 351Q: 15 clusters Score -6.474266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40309 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93509 members 
Mstep: Class 13 contains 88154 members 
Mstep: Class 14 contains 141225 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 352Q: 15 clusters Score -6.474266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40306 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93500 members 
Mstep: Class 13 contains 88151 members 
Mstep: Class 14 contains 141237 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742644.000000 Penalty: 30212.712891
Iteration 353Q: 15 clusters Score -6.474264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40303 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93494 members 
Mstep: Class 13 contains 88151 members 
Mstep: Class 14 contains 141241 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742692.000000 Penalty: 30212.712891
Iteration 354Q: 15 clusters Score -6.474269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40302 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93486 members 
Mstep: Class 13 contains 88150 members 
Mstep: Class 14 contains 141246 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742648.000000 Penalty: 30212.712891
Iteration 355Q: 15 clusters Score -6.474265e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40297 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93478 members 
Mstep: Class 13 contains 88148 members 
Mstep: Class 14 contains 141255 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742692.000000 Penalty: 30212.712891
Iteration 356Q: 15 clusters Score -6.474269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40294 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93467 members 
Mstep: Class 13 contains 88143 members 
Mstep: Class 14 contains 141270 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742676.000000 Penalty: 30212.712891
Iteration 357Q: 15 clusters Score -6.474268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10290 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40294 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93464 members 
Mstep: Class 13 contains 88143 members 
Mstep: Class 14 contains 141271 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 358Q: 15 clusters Score -6.47427e+07 nChanged 15
Entering ConstructFrom: 
Score: -64742700.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -623544.500000 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -623544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -619265.250000 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -619265.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620421.375000 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -620421.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -620591.812500 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -620591.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -620699.750000 Penalty: 2794.661133
	Iteration 3Q: 3 clusters Score -620699.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -620782.062500 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -620782.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -620862.625000 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -620862.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -620938.687500 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -620938.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -621032.125000 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -621032.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -621112.187500 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -621112.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -621192.250000 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -621192.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -621274.937500 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -621274.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -621363.250000 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -621363.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -621475.375000 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -621475.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -621607.687500 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -621607.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -621744.187500 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -621744.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -621882.062500 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -621882.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -621996.875000 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -621996.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -622101.687500 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -622101.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -622161.687500 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -622161.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -622200.375000 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -622200.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -622230.500000 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -622230.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -622248.562500 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -622248.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -622259.750000 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -622259.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -622270.000000 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -622270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -622278.875000 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -622278.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -622282.187500 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -622282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -622285.000000 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -622285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -622287.562500 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -622287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -622291.375000 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -622291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -622294.937500 Penalty: 2794.661133
	Iteration 29Q: 3 clusters Score -622294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -622297.187500 Penalty: 2794.661133
	Iteration 30Q: 3 clusters Score -622297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -622297.812500 Penalty: 2794.661133
	Iteration 31Q: 3 clusters Score -622297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -622301.500000 Penalty: 2794.661133
	Iteration 32Q: 3 clusters Score -622301.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -622304.312500 Penalty: 2794.661133
	Iteration 33Q: 3 clusters Score -622304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -622309.062500 Penalty: 2794.661133
	Iteration 34Q: 3 clusters Score -622309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -622310.500000 Penalty: 2794.661133
	Iteration 35Q: 3 clusters Score -622310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -622313.187500 Penalty: 2794.661133
	Iteration 36Q: 3 clusters Score -622313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -622314.000000 Penalty: 2794.661133
	Iteration 37Q: 3 clusters Score -622314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -622314.062500 Penalty: 2794.661133
	Iteration 38Q: 3 clusters Score -622314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -622315.250000 Penalty: 2794.661133
	Iteration 39Q: 3 clusters Score -622315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -622317.375000 Penalty: 2794.661133
	Iteration 40F: 3 clusters Score -622317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -622317.937500 Penalty: 2794.661133
	Iteration 41Q: 3 clusters Score -622317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -622318.312500 Penalty: 2794.661133
	Iteration 42Q: 3 clusters Score -622318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -622319.500000 Penalty: 2794.661133
	Iteration 43Q: 3 clusters Score -622319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -622319.937500 Penalty: 2794.661133
	Iteration 44Q: 3 clusters Score -622319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -622319.937500 Penalty: 2794.661133
	Iteration 45F: 3 clusters Score -622319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -1175097.625000 Penalty: 1501.309937
	Iteration 0F: 2 clusters Score -1175098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1167722.125000 Penalty: 3002.619873
	Iteration 0F: 3 clusters Score -1167722 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1170099.875000 Penalty: 3002.619873
	Iteration 1F: 3 clusters Score -1170100 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1170317.625000 Penalty: 3002.619873
	Iteration 2F: 3 clusters Score -1170318 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1170480.125000 Penalty: 3002.619873
	Iteration 3Q: 3 clusters Score -1170480 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1170616.500000 Penalty: 3002.619873
	Iteration 4Q: 3 clusters Score -1170616 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1170779.750000 Penalty: 3002.619873
	Iteration 5Q: 3 clusters Score -1170780 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1170991.500000 Penalty: 3002.619873
	Iteration 6Q: 3 clusters Score -1170992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1171242.625000 Penalty: 3002.619873
	Iteration 7Q: 3 clusters Score -1171243 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1171504.500000 Penalty: 3002.619873
	Iteration 8Q: 3 clusters Score -1171504 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1171771.375000 Penalty: 3002.619873
	Iteration 9Q: 3 clusters Score -1171771 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1172101.875000 Penalty: 3002.619873
	Iteration 10Q: 3 clusters Score -1172102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1172409.875000 Penalty: 3002.619873
	Iteration 11Q: 3 clusters Score -1172410 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1172678.875000 Penalty: 3002.619873
	Iteration 12Q: 3 clusters Score -1172679 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1172865.125000 Penalty: 3002.619873
	Iteration 13Q: 3 clusters Score -1172865 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1172977.000000 Penalty: 3002.619873
	Iteration 14Q: 3 clusters Score -1172977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1173049.875000 Penalty: 3002.619873
	Iteration 15Q: 3 clusters Score -1173050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1173099.250000 Penalty: 3002.619873
	Iteration 16Q: 3 clusters Score -1173099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1173149.000000 Penalty: 3002.619873
	Iteration 17Q: 3 clusters Score -1173149 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1173194.875000 Penalty: 3002.619873
	Iteration 18Q: 3 clusters Score -1173195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1173235.125000 Penalty: 3002.619873
	Iteration 19Q: 3 clusters Score -1173235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1173265.375000 Penalty: 3002.619873
	Iteration 20F: 3 clusters Score -1173265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1173289.250000 Penalty: 3002.619873
	Iteration 21Q: 3 clusters Score -1173289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1173301.750000 Penalty: 3002.619873
	Iteration 22Q: 3 clusters Score -1173302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1173309.500000 Penalty: 3002.619873
	Iteration 23Q: 3 clusters Score -1173310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1173317.750000 Penalty: 3002.619873
	Iteration 24Q: 3 clusters Score -1173318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1173320.625000 Penalty: 3002.619873
	Iteration 25Q: 3 clusters Score -1173321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1173326.125000 Penalty: 3002.619873
	Iteration 26Q: 3 clusters Score -1173326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1173330.625000 Penalty: 3002.619873
	Iteration 27Q: 3 clusters Score -1173331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1173333.375000 Penalty: 3002.619873
	Iteration 28Q: 3 clusters Score -1173333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1173336.625000 Penalty: 3002.619873
	Iteration 29Q: 3 clusters Score -1173337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1173343.500000 Penalty: 3002.619873
	Iteration 30Q: 3 clusters Score -1173344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1173343.875000 Penalty: 3002.619873
	Iteration 31Q: 3 clusters Score -1173344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1173344.500000 Penalty: 3002.619873
	Iteration 32Q: 3 clusters Score -1173344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1173346.875000 Penalty: 3002.619873
	Iteration 33Q: 3 clusters Score -1173347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1173349.750000 Penalty: 3002.619873
	Iteration 34Q: 3 clusters Score -1173350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1173353.000000 Penalty: 3002.619873
	Iteration 35Q: 3 clusters Score -1173353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1173352.875000 Penalty: 3002.619873
	Iteration 36Q: 3 clusters Score -1173353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1173355.375000 Penalty: 3002.619873
	Iteration 37Q: 3 clusters Score -1173355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1173354.250000 Penalty: 3002.619873
	Iteration 38Q: 3 clusters Score -1173354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1173351.500000 Penalty: 3002.619873
	Iteration 39Q: 3 clusters Score -1173352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1173354.750000 Penalty: 3002.619873
	Iteration 40F: 3 clusters Score -1173355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1173353.750000 Penalty: 3002.619873
	Iteration 41Q: 3 clusters Score -1173354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1173356.500000 Penalty: 3002.619873
	Iteration 42Q: 3 clusters Score -1173356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1173355.875000 Penalty: 3002.619873
	Iteration 43Q: 3 clusters Score -1173356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1173358.750000 Penalty: 3002.619873
	Iteration 44Q: 3 clusters Score -1173359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1173358.750000 Penalty: 3002.619873
	Iteration 45F: 3 clusters Score -1173359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Entering Unmasked Estep 
Score: -778168.750000 Penalty: 1443.861694
	Iteration 0F: 2 clusters Score -778168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -772794.062500 Penalty: 2887.723389
	Iteration 0F: 3 clusters Score -772794.1 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -774902.375000 Penalty: 2887.723389
	Iteration 1F: 3 clusters Score -774902.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -775703.125000 Penalty: 2887.723389
	Iteration 2F: 3 clusters Score -775703.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -776468.312500 Penalty: 2887.723389
	Iteration 3F: 3 clusters Score -776468.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -777025.937500 Penalty: 2887.723389
	Iteration 4F: 3 clusters Score -777025.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -777356.937500 Penalty: 2887.723389
	Iteration 5F: 3 clusters Score -777356.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -777522.937500 Penalty: 2887.723389
	Iteration 6Q: 3 clusters Score -777522.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -777619.125000 Penalty: 2887.723389
	Iteration 7Q: 3 clusters Score -777619.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -777662.875000 Penalty: 2887.723389
	Iteration 8Q: 3 clusters Score -777662.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -777687.062500 Penalty: 2887.723389
	Iteration 9Q: 3 clusters Score -777687.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -777707.312500 Penalty: 2887.723389
	Iteration 10Q: 3 clusters Score -777707.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -777719.375000 Penalty: 2887.723389
	Iteration 11Q: 3 clusters Score -777719.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -777724.375000 Penalty: 2887.723389
	Iteration 12Q: 3 clusters Score -777724.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -777727.500000 Penalty: 2887.723389
	Iteration 13Q: 3 clusters Score -777727.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -777732.750000 Penalty: 2887.723389
	Iteration 14Q: 3 clusters Score -777732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -777736.812500 Penalty: 2887.723389
	Iteration 15Q: 3 clusters Score -777736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -777737.312500 Penalty: 2887.723389
	Iteration 16Q: 3 clusters Score -777737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -777741.437500 Penalty: 2887.723389
	Iteration 17Q: 3 clusters Score -777741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -777743.625000 Penalty: 2887.723389
	Iteration 18Q: 3 clusters Score -777743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -777744.437500 Penalty: 2887.723389
	Iteration 19Q: 3 clusters Score -777744.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -777751.187500 Penalty: 2887.723389
	Iteration 20F: 3 clusters Score -777751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -777751.812500 Penalty: 2887.723389
	Iteration 21Q: 3 clusters Score -777751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -777753.562500 Penalty: 2887.723389
	Iteration 22Q: 3 clusters Score -777753.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -777755.687500 Penalty: 2887.723389
	Iteration 23Q: 3 clusters Score -777755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -777760.250000 Penalty: 2887.723389
	Iteration 24Q: 3 clusters Score -777760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -777761.812500 Penalty: 2887.723389
	Iteration 25Q: 3 clusters Score -777761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -777766.187500 Penalty: 2887.723389
	Iteration 26Q: 3 clusters Score -777766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -777767.062500 Penalty: 2887.723389
	Iteration 27Q: 3 clusters Score -777767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -777770.187500 Penalty: 2887.723389
	Iteration 28Q: 3 clusters Score -777770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -777771.312500 Penalty: 2887.723389
	Iteration 29Q: 3 clusters Score -777771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -777772.875000 Penalty: 2887.723389
	Iteration 30Q: 3 clusters Score -777772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -777774.937500 Penalty: 2887.723389
	Iteration 31Q: 3 clusters Score -777774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -777773.750000 Penalty: 2887.723389
	Iteration 32Q: 3 clusters Score -777773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -777774.062500 Penalty: 2887.723389
	Iteration 33Q: 3 clusters Score -777774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -777774.187500 Penalty: 2887.723389
	Iteration 34Q: 3 clusters Score -777774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -777774.437500 Penalty: 2887.723389
	Iteration 35Q: 3 clusters Score -777774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -777774.437500 Penalty: 2887.723389
	Iteration 36F: 3 clusters Score -777774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -358664.781250 Penalty: 1322.611694
	Iteration 0F: 2 clusters Score -358664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -355652.656250 Penalty: 2645.223389
	Iteration 0F: 3 clusters Score -355652.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -356398.031250 Penalty: 2645.223389
	Iteration 1F: 3 clusters Score -356398 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -356661.187500 Penalty: 2645.223389
	Iteration 2F: 3 clusters Score -356661.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356932.843750 Penalty: 2645.223389
	Iteration 3F: 3 clusters Score -356932.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -357118.093750 Penalty: 2645.223389
	Iteration 4F: 3 clusters Score -357118.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -357277.125000 Penalty: 2645.223389
	Iteration 5F: 3 clusters Score -357277.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -357448.750000 Penalty: 2645.223389
	Iteration 6F: 3 clusters Score -357448.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -357582.718750 Penalty: 2645.223389
	Iteration 7Q: 3 clusters Score -357582.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -357677.218750 Penalty: 2645.223389
	Iteration 8Q: 3 clusters Score -357677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -357770.843750 Penalty: 2645.223389
	Iteration 9Q: 3 clusters Score -357770.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -357838.937500 Penalty: 2645.223389
	Iteration 10Q: 3 clusters Score -357838.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -357893.531250 Penalty: 2645.223389
	Iteration 11Q: 3 clusters Score -357893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -357923.375000 Penalty: 2645.223389
	Iteration 12Q: 3 clusters Score -357923.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -357941.750000 Penalty: 2645.223389
	Iteration 13Q: 3 clusters Score -357941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -357953.656250 Penalty: 2645.223389
	Iteration 14Q: 3 clusters Score -357953.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -357961.843750 Penalty: 2645.223389
	Iteration 15Q: 3 clusters Score -357961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -357971.187500 Penalty: 2645.223389
	Iteration 16Q: 3 clusters Score -357971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -357979.000000 Penalty: 2645.223389
	Iteration 17Q: 3 clusters Score -357979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -357985.468750 Penalty: 2645.223389
	Iteration 18Q: 3 clusters Score -357985.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -357991.562500 Penalty: 2645.223389
	Iteration 19Q: 3 clusters Score -357991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -357996.187500 Penalty: 2645.223389
	Iteration 20F: 3 clusters Score -357996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -358001.031250 Penalty: 2645.223389
	Iteration 21Q: 3 clusters Score -358001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -358006.281250 Penalty: 2645.223389
	Iteration 22Q: 3 clusters Score -358006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358010.625000 Penalty: 2645.223389
	Iteration 23Q: 3 clusters Score -358010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -358013.031250 Penalty: 2645.223389
	Iteration 24Q: 3 clusters Score -358013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -358016.625000 Penalty: 2645.223389
	Iteration 25Q: 3 clusters Score -358016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358018.343750 Penalty: 2645.223389
	Iteration 26Q: 3 clusters Score -358018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358020.343750 Penalty: 2645.223389
	Iteration 27Q: 3 clusters Score -358020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358021.593750 Penalty: 2645.223389
	Iteration 28Q: 3 clusters Score -358021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358022.906250 Penalty: 2645.223389
	Iteration 29Q: 3 clusters Score -358022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -358023.843750 Penalty: 2645.223389
	Iteration 30Q: 3 clusters Score -358023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -358023.937500 Penalty: 2645.223389
	Iteration 31Q: 3 clusters Score -358023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -358024.875000 Penalty: 2645.223389
	Iteration 32Q: 3 clusters Score -358024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -358024.625000 Penalty: 2645.223389
	Iteration 33Q: 3 clusters Score -358024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -358024.625000 Penalty: 2645.223389
	Iteration 34F: 3 clusters Score -358024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Entering Unmasked Estep 
Score: -4463793.000000 Penalty: 1723.131104
	Iteration 0F: 2 clusters Score -4463793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4436845.000000 Penalty: 3446.262207
	Iteration 0F: 3 clusters Score -4436845 nChanged 18641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4447026.500000 Penalty: 3446.262207
	Iteration 1F: 3 clusters Score -4447026 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4447489.500000 Penalty: 3446.262207
	Iteration 2Q: 3 clusters Score -4447490 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4448105.500000 Penalty: 3446.262207
	Iteration 3Q: 3 clusters Score -4448106 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4448959.500000 Penalty: 3446.262207
	Iteration 4Q: 3 clusters Score -4448960 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4450248.500000 Penalty: 3446.262207
	Iteration 5F: 3 clusters Score -4450248 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4452235.000000 Penalty: 3446.262207
	Iteration 6F: 3 clusters Score -4452235 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4454893.000000 Penalty: 3446.262207
	Iteration 7F: 3 clusters Score -4454893 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4457748.500000 Penalty: 3446.262207
	Iteration 8F: 3 clusters Score -4457748 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -4459962.000000 Penalty: 3446.262207
	Iteration 9F: 3 clusters Score -4459962 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4461239.000000 Penalty: 3446.262207
	Iteration 10Q: 3 clusters Score -4461239 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4461795.500000 Penalty: 3446.262207
	Iteration 11Q: 3 clusters Score -4461796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4462031.500000 Penalty: 3446.262207
	Iteration 12Q: 3 clusters Score -4462032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4462121.500000 Penalty: 3446.262207
	Iteration 13Q: 3 clusters Score -4462122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -4462198.500000 Penalty: 3446.262207
	Iteration 14Q: 3 clusters Score -4462198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4462237.000000 Penalty: 3446.262207
	Iteration 15Q: 3 clusters Score -4462237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4462259.000000 Penalty: 3446.262207
	Iteration 16Q: 3 clusters Score -4462259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4462283.000000 Penalty: 3446.262207
	Iteration 17Q: 3 clusters Score -4462283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4462290.000000 Penalty: 3446.262207
	Iteration 18Q: 3 clusters Score -4462290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4462298.500000 Penalty: 3446.262207
	Iteration 19Q: 3 clusters Score -4462298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4462306.500000 Penalty: 3446.262207
	Iteration 20F: 3 clusters Score -4462306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Entering Unmasked Estep 
Score: -8065492.000000 Penalty: 1815.124756
	Iteration 0F: 2 clusters Score -8065492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -8018135.000000 Penalty: 3630.249512
	Iteration 0F: 3 clusters Score -8018135 nChanged 33646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -8037393.500000 Penalty: 3630.249512
	Iteration 1F: 3 clusters Score -8037394 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8038063.500000 Penalty: 3630.249512
	Iteration 2Q: 3 clusters Score -8038064 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8038692.000000 Penalty: 3630.249512
	Iteration 3Q: 3 clusters Score -8038692 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -8039316.000000 Penalty: 3630.249512
	Iteration 4Q: 3 clusters Score -8039316 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -8039929.000000 Penalty: 3630.249512
	Iteration 5Q: 3 clusters Score -8039929 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -8040621.000000 Penalty: 3630.249512
	Iteration 6Q: 3 clusters Score -8040621 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -8041498.500000 Penalty: 3630.249512
	Iteration 7Q: 3 clusters Score -8041498 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -8042586.500000 Penalty: 3630.249512
	Iteration 8Q: 3 clusters Score -8042586 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -8043867.000000 Penalty: 3630.249512
	Iteration 9Q: 3 clusters Score -8043867 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8045637.000000 Penalty: 3630.249512
	Iteration 10Q: 3 clusters Score -8045637 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8047787.500000 Penalty: 3630.249512
	Iteration 11F: 3 clusters Score -8047788 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -8050621.000000 Penalty: 3630.249512
	Iteration 12F: 3 clusters Score -8050621 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -8053990.000000 Penalty: 3630.249512
	Iteration 13F: 3 clusters Score -8053990 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -8057424.500000 Penalty: 3630.249512
	Iteration 14F: 3 clusters Score -8057424 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8060332.500000 Penalty: 3630.249512
	Iteration 15Q: 3 clusters Score -8060332 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8062142.500000 Penalty: 3630.249512
	Iteration 16Q: 3 clusters Score -8062142 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8063087.000000 Penalty: 3630.249512
	Iteration 17Q: 3 clusters Score -8063087 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8063542.000000 Penalty: 3630.249512
	Iteration 18Q: 3 clusters Score -8063542 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8063777.500000 Penalty: 3630.249512
	Iteration 19Q: 3 clusters Score -8063778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8063895.000000 Penalty: 3630.249512
	Iteration 20F: 3 clusters Score -8063895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8063941.000000 Penalty: 3630.249512
	Iteration 21Q: 3 clusters Score -8063941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8063965.000000 Penalty: 3630.249512
	Iteration 22Q: 3 clusters Score -8063965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8063995.500000 Penalty: 3630.249512
	Iteration 23Q: 3 clusters Score -8063996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8064006.500000 Penalty: 3630.249512
	Iteration 24Q: 3 clusters Score -8064006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8064014.000000 Penalty: 3630.249512
	Iteration 25Q: 3 clusters Score -8064014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8064020.000000 Penalty: 3630.249512
	Iteration 26Q: 3 clusters Score -8064020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8064022.000000 Penalty: 3630.249512
	Iteration 27Q: 3 clusters Score -8064022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8064024.500000 Penalty: 3630.249512
	Iteration 28Q: 3 clusters Score -8064024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8064022.500000 Penalty: 3630.249512
	Iteration 29Q: 3 clusters Score -8064022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8064017.500000 Penalty: 3630.249512
	Iteration 30Q: 3 clusters Score -8064018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8064017.500000 Penalty: 3630.249512
	Iteration 31F: 3 clusters Score -8064018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -492705.656250 Penalty: 1366.633667
	Iteration 0F: 2 clusters Score -492705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -489033.218750 Penalty: 2733.267334
	Iteration 0F: 3 clusters Score -489033.2 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -489971.000000 Penalty: 2733.267334
	Iteration 1F: 3 clusters Score -489971 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -490158.281250 Penalty: 2733.267334
	Iteration 2F: 3 clusters Score -490158.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -490292.687500 Penalty: 2733.267334
	Iteration 3F: 3 clusters Score -490292.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -490440.218750 Penalty: 2733.267334
	Iteration 4Q: 3 clusters Score -490440.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -490637.031250 Penalty: 2733.267334
	Iteration 5F: 3 clusters Score -490637 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -490972.406250 Penalty: 2733.267334
	Iteration 6F: 3 clusters Score -490972.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -491371.843750 Penalty: 2733.267334
	Iteration 7F: 3 clusters Score -491371.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -491762.437500 Penalty: 2733.267334
	Iteration 8F: 3 clusters Score -491762.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -492066.281250 Penalty: 2733.267334
	Iteration 9F: 3 clusters Score -492066.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -492296.531250 Penalty: 2733.267334
	Iteration 10Q: 3 clusters Score -492296.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492427.125000 Penalty: 2733.267334
	Iteration 11Q: 3 clusters Score -492427.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -492475.562500 Penalty: 2733.267334
	Iteration 12Q: 3 clusters Score -492475.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -492513.625000 Penalty: 2733.267334
	Iteration 13Q: 3 clusters Score -492513.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -492533.343750 Penalty: 2733.267334
	Iteration 14Q: 3 clusters Score -492533.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -492539.937500 Penalty: 2733.267334
	Iteration 15Q: 3 clusters Score -492539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -492543.687500 Penalty: 2733.267334
	Iteration 16Q: 3 clusters Score -492543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -492545.125000 Penalty: 2733.267334
	Iteration 17Q: 3 clusters Score -492545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -492547.687500 Penalty: 2733.267334
	Iteration 18Q: 3 clusters Score -492547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492548.968750 Penalty: 2733.267334
	Iteration 19Q: 3 clusters Score -492549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -492551.562500 Penalty: 2733.267334
	Iteration 20F: 3 clusters Score -492551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -492552.375000 Penalty: 2733.267334
	Iteration 21Q: 3 clusters Score -492552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -492552.906250 Penalty: 2733.267334
	Iteration 22Q: 3 clusters Score -492552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -492551.875000 Penalty: 2733.267334
	Iteration 23Q: 3 clusters Score -492551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -492551.875000 Penalty: 2733.267334
	Iteration 24F: 3 clusters Score -492551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Entering Unmasked Estep 
Score: -10566097.000000 Penalty: 1859.866333
	Iteration 0F: 2 clusters Score -1.05661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -10503956.000000 Penalty: 3719.732666
	Iteration 0F: 3 clusters Score -1.050396e+07 nChanged 44430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -10530129.000000 Penalty: 3719.732666
	Iteration 1F: 3 clusters Score -1.053013e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -10531277.000000 Penalty: 3719.732666
	Iteration 2Q: 3 clusters Score -1.053128e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10532772.000000 Penalty: 3719.732666
	Iteration 3Q: 3 clusters Score -1.053277e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -10534907.000000 Penalty: 3719.732666
	Iteration 4Q: 3 clusters Score -1.053491e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -10538038.000000 Penalty: 3719.732666
	Iteration 5F: 3 clusters Score -1.053804e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -10542102.000000 Penalty: 3719.732666
	Iteration 6F: 3 clusters Score -1.05421e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -10546454.000000 Penalty: 3719.732666
	Iteration 7F: 3 clusters Score -1.054645e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -10550164.000000 Penalty: 3719.732666
	Iteration 8F: 3 clusters Score -1.055016e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -10552790.000000 Penalty: 3719.732666
	Iteration 9F: 3 clusters Score -1.055279e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -10554130.000000 Penalty: 3719.732666
	Iteration 10Q: 3 clusters Score -1.055413e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -10554786.000000 Penalty: 3719.732666
	Iteration 11Q: 3 clusters Score -1.055479e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -10555232.000000 Penalty: 3719.732666
	Iteration 12Q: 3 clusters Score -1.055523e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -10555462.000000 Penalty: 3719.732666
	Iteration 13Q: 3 clusters Score -1.055546e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -10555609.000000 Penalty: 3719.732666
	Iteration 14Q: 3 clusters Score -1.055561e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -10555752.000000 Penalty: 3719.732666
	Iteration 15Q: 3 clusters Score -1.055575e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -10555839.000000 Penalty: 3719.732666
	Iteration 16Q: 3 clusters Score -1.055584e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -10555942.000000 Penalty: 3719.732666
	Iteration 17Q: 3 clusters Score -1.055594e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -10555965.000000 Penalty: 3719.732666
	Iteration 18Q: 3 clusters Score -1.055596e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -10555977.000000 Penalty: 3719.732666
	Iteration 19Q: 3 clusters Score -1.055598e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -10556006.000000 Penalty: 3719.732666
	Iteration 20F: 3 clusters Score -1.055601e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -10556066.000000 Penalty: 3719.732666
	Iteration 21Q: 3 clusters Score -1.055607e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -10556091.000000 Penalty: 3719.732666
	Iteration 22Q: 3 clusters Score -1.055609e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -10556139.000000 Penalty: 3719.732666
	Iteration 23Q: 3 clusters Score -1.055614e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -10556180.000000 Penalty: 3719.732666
	Iteration 24Q: 3 clusters Score -1.055618e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -10556229.000000 Penalty: 3719.732666
	Iteration 25Q: 3 clusters Score -1.055623e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -10556274.000000 Penalty: 3719.732666
	Iteration 26Q: 3 clusters Score -1.055627e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -10556277.000000 Penalty: 3719.732666
	Iteration 27Q: 3 clusters Score -1.055628e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10556274.000000 Penalty: 3719.732666
	Iteration 28Q: 3 clusters Score -1.055627e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -10556273.000000 Penalty: 3719.732666
	Iteration 29Q: 3 clusters Score -1.055627e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -10556301.000000 Penalty: 3719.732666
	Iteration 30Q: 3 clusters Score -1.05563e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -10556304.000000 Penalty: 3719.732666
	Iteration 31Q: 3 clusters Score -1.05563e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10556336.000000 Penalty: 3719.732666
	Iteration 32Q: 3 clusters Score -1.055634e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -10556341.000000 Penalty: 3719.732666
	Iteration 33Q: 3 clusters Score -1.055634e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -10556367.000000 Penalty: 3719.732666
	Iteration 34Q: 3 clusters Score -1.055637e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -10556380.000000 Penalty: 3719.732666
	Iteration 35Q: 3 clusters Score -1.055638e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -10556405.000000 Penalty: 3719.732666
	Iteration 36Q: 3 clusters Score -1.05564e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -10556429.000000 Penalty: 3719.732666
	Iteration 37Q: 3 clusters Score -1.055643e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -10556433.000000 Penalty: 3719.732666
	Iteration 38Q: 3 clusters Score -1.055643e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -10556444.000000 Penalty: 3719.732666
	Iteration 39Q: 3 clusters Score -1.055644e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -10556446.000000 Penalty: 3719.732666
	Iteration 40F: 3 clusters Score -1.055645e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -10556463.000000 Penalty: 3719.732666
	Iteration 41Q: 3 clusters Score -1.055646e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -10556479.000000 Penalty: 3719.732666
	Iteration 42Q: 3 clusters Score -1.055648e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -10556497.000000 Penalty: 3719.732666
	Iteration 43Q: 3 clusters Score -1.05565e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -10556490.000000 Penalty: 3719.732666
	Iteration 44Q: 3 clusters Score -1.055649e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -10556483.000000 Penalty: 3719.732666
	Iteration 45Q: 3 clusters Score -1.055648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -10556459.000000 Penalty: 3719.732666
	Iteration 46Q: 3 clusters Score -1.055646e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -10556469.000000 Penalty: 3719.732666
	Iteration 47Q: 3 clusters Score -1.055647e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -10556518.000000 Penalty: 3719.732666
	Iteration 48Q: 3 clusters Score -1.055652e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -10556540.000000 Penalty: 3719.732666
	Iteration 49Q: 3 clusters Score -1.055654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -10556578.000000 Penalty: 3719.732666
	Iteration 50Q: 3 clusters Score -1.055658e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10556568.000000 Penalty: 3719.732666
	Iteration 51Q: 3 clusters Score -1.055657e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -10556585.000000 Penalty: 3719.732666
	Iteration 52Q: 3 clusters Score -1.055658e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -10556561.000000 Penalty: 3719.732666
	Iteration 53Q: 3 clusters Score -1.055656e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -10556535.000000 Penalty: 3719.732666
	Iteration 54Q: 3 clusters Score -1.055654e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -10556531.000000 Penalty: 3719.732666
	Iteration 55Q: 3 clusters Score -1.055653e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -10556552.000000 Penalty: 3719.732666
	Iteration 56Q: 3 clusters Score -1.055655e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -10556556.000000 Penalty: 3719.732666
	Iteration 57Q: 3 clusters Score -1.055656e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -10556558.000000 Penalty: 3719.732666
	Iteration 58Q: 3 clusters Score -1.055656e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -10556546.000000 Penalty: 3719.732666
	Iteration 59Q: 3 clusters Score -1.055655e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -10556554.000000 Penalty: 3719.732666
	Iteration 60F: 3 clusters Score -1.055655e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -10556560.000000 Penalty: 3719.732666
	Iteration 61Q: 3 clusters Score -1.055656e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -10556570.000000 Penalty: 3719.732666
	Iteration 62Q: 3 clusters Score -1.055657e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -10556576.000000 Penalty: 3719.732666
	Iteration 63Q: 3 clusters Score -1.055658e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -10556578.000000 Penalty: 3719.732666
	Iteration 64Q: 3 clusters Score -1.055658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -10556581.000000 Penalty: 3719.732666
	Iteration 65Q: 3 clusters Score -1.055658e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.055656e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -10556553.000000 Penalty: 3719.732666
	Iteration 67Q: 3 clusters Score -1.055655e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.055653e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -10556518.000000 Penalty: 3719.732666
	Iteration 69Q: 3 clusters Score -1.055652e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -10556562.000000 Penalty: 3719.732666
	Iteration 70Q: 3 clusters Score -1.055656e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -10556608.000000 Penalty: 3719.732666
	Iteration 71Q: 3 clusters Score -1.055661e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -10556669.000000 Penalty: 3719.732666
	Iteration 72Q: 3 clusters Score -1.055667e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -10556671.000000 Penalty: 3719.732666
	Iteration 73Q: 3 clusters Score -1.055667e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -10556714.000000 Penalty: 3719.732666
	Iteration 74Q: 3 clusters Score -1.055671e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -10556740.000000 Penalty: 3719.732666
	Iteration 75Q: 3 clusters Score -1.055674e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -10556800.000000 Penalty: 3719.732666
	Iteration 76Q: 3 clusters Score -1.05568e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -10556902.000000 Penalty: 3719.732666
	Iteration 77Q: 3 clusters Score -1.05569e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -10556926.000000 Penalty: 3719.732666
	Iteration 78Q: 3 clusters Score -1.055693e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -10556988.000000 Penalty: 3719.732666
	Iteration 79Q: 3 clusters Score -1.055699e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -10557037.000000 Penalty: 3719.732666
	Iteration 80F: 3 clusters Score -1.055704e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -10557067.000000 Penalty: 3719.732666
	Iteration 81Q: 3 clusters Score -1.055707e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -10557131.000000 Penalty: 3719.732666
	Iteration 82Q: 3 clusters Score -1.055713e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -10557224.000000 Penalty: 3719.732666
	Iteration 83Q: 3 clusters Score -1.055722e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -10557303.000000 Penalty: 3719.732666
	Iteration 84Q: 3 clusters Score -1.05573e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -10557401.000000 Penalty: 3719.732666
	Iteration 85Q: 3 clusters Score -1.05574e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -10557504.000000 Penalty: 3719.732666
	Iteration 86Q: 3 clusters Score -1.05575e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -10557584.000000 Penalty: 3719.732666
	Iteration 87Q: 3 clusters Score -1.055758e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -10557688.000000 Penalty: 3719.732666
	Iteration 88Q: 3 clusters Score -1.055769e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -10557838.000000 Penalty: 3719.732666
	Iteration 89Q: 3 clusters Score -1.055784e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -10558047.000000 Penalty: 3719.732666
	Iteration 90Q: 3 clusters Score -1.055805e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -10558217.000000 Penalty: 3719.732666
	Iteration 91Q: 3 clusters Score -1.055822e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -10558459.000000 Penalty: 3719.732666
	Iteration 92Q: 3 clusters Score -1.055846e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -10558661.000000 Penalty: 3719.732666
	Iteration 93Q: 3 clusters Score -1.055866e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -10558922.000000 Penalty: 3719.732666
	Iteration 94Q: 3 clusters Score -1.055892e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -10559124.000000 Penalty: 3719.732666
	Iteration 95Q: 3 clusters Score -1.055912e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -10559325.000000 Penalty: 3719.732666
	Iteration 96Q: 3 clusters Score -1.055932e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -10559510.000000 Penalty: 3719.732666
	Iteration 97Q: 3 clusters Score -1.055951e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -10559698.000000 Penalty: 3719.732666
	Iteration 98Q: 3 clusters Score -1.05597e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -10559989.000000 Penalty: 3719.732666
	Iteration 99Q: 3 clusters Score -1.055999e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -10560248.000000 Penalty: 3719.732666
	Iteration 100F: 3 clusters Score -1.056025e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -10560501.000000 Penalty: 3719.732666
	Iteration 101Q: 3 clusters Score -1.05605e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -10560741.000000 Penalty: 3719.732666
	Iteration 102Q: 3 clusters Score -1.056074e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10561012.000000 Penalty: 3719.732666
	Iteration 103Q: 3 clusters Score -1.056101e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -10561240.000000 Penalty: 3719.732666
	Iteration 104Q: 3 clusters Score -1.056124e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -10561432.000000 Penalty: 3719.732666
	Iteration 105Q: 3 clusters Score -1.056143e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -10561621.000000 Penalty: 3719.732666
	Iteration 106Q: 3 clusters Score -1.056162e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -10561763.000000 Penalty: 3719.732666
	Iteration 107Q: 3 clusters Score -1.056176e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -10561990.000000 Penalty: 3719.732666
	Iteration 108Q: 3 clusters Score -1.056199e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -10562187.000000 Penalty: 3719.732666
	Iteration 109Q: 3 clusters Score -1.056219e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -10562373.000000 Penalty: 3719.732666
	Iteration 110Q: 3 clusters Score -1.056237e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -10562524.000000 Penalty: 3719.732666
	Iteration 111Q: 3 clusters Score -1.056252e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10562690.000000 Penalty: 3719.732666
	Iteration 112Q: 3 clusters Score -1.056269e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -10562765.000000 Penalty: 3719.732666
	Iteration 113Q: 3 clusters Score -1.056276e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -10562866.000000 Penalty: 3719.732666
	Iteration 114Q: 3 clusters Score -1.056287e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -10563008.000000 Penalty: 3719.732666
	Iteration 115Q: 3 clusters Score -1.056301e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -10563191.000000 Penalty: 3719.732666
	Iteration 116Q: 3 clusters Score -1.056319e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -10563319.000000 Penalty: 3719.732666
	Iteration 117Q: 3 clusters Score -1.056332e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -10563451.000000 Penalty: 3719.732666
	Iteration 118Q: 3 clusters Score -1.056345e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -10563524.000000 Penalty: 3719.732666
	Iteration 119Q: 3 clusters Score -1.056352e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -10563676.000000 Penalty: 3719.732666
	Iteration 120F: 3 clusters Score -1.056368e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -10563819.000000 Penalty: 3719.732666
	Iteration 121Q: 3 clusters Score -1.056382e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -10563946.000000 Penalty: 3719.732666
	Iteration 122Q: 3 clusters Score -1.056395e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -10564019.000000 Penalty: 3719.732666
	Iteration 123Q: 3 clusters Score -1.056402e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -10564137.000000 Penalty: 3719.732666
	Iteration 124Q: 3 clusters Score -1.056414e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -10564213.000000 Penalty: 3719.732666
	Iteration 125Q: 3 clusters Score -1.056421e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -10564266.000000 Penalty: 3719.732666
	Iteration 126Q: 3 clusters Score -1.056427e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -10564313.000000 Penalty: 3719.732666
	Iteration 127Q: 3 clusters Score -1.056431e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -10564375.000000 Penalty: 3719.732666
	Iteration 128Q: 3 clusters Score -1.056438e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -10564467.000000 Penalty: 3719.732666
	Iteration 129Q: 3 clusters Score -1.056447e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -10564522.000000 Penalty: 3719.732666
	Iteration 130Q: 3 clusters Score -1.056452e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -10564619.000000 Penalty: 3719.732666
	Iteration 131Q: 3 clusters Score -1.056462e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -10564661.000000 Penalty: 3719.732666
	Iteration 132Q: 3 clusters Score -1.056466e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -10564688.000000 Penalty: 3719.732666
	Iteration 133Q: 3 clusters Score -1.056469e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -10564701.000000 Penalty: 3719.732666
	Iteration 134Q: 3 clusters Score -1.05647e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -10564732.000000 Penalty: 3719.732666
	Iteration 135Q: 3 clusters Score -1.056473e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -10564762.000000 Penalty: 3719.732666
	Iteration 136Q: 3 clusters Score -1.056476e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -10564761.000000 Penalty: 3719.732666
	Iteration 137Q: 3 clusters Score -1.056476e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -10564777.000000 Penalty: 3719.732666
	Iteration 138Q: 3 clusters Score -1.056478e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -10564800.000000 Penalty: 3719.732666
	Iteration 139Q: 3 clusters Score -1.05648e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -10564808.000000 Penalty: 3719.732666
	Iteration 140F: 3 clusters Score -1.056481e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -10564807.000000 Penalty: 3719.732666
	Iteration 141Q: 3 clusters Score -1.056481e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -10564832.000000 Penalty: 3719.732666
	Iteration 142Q: 3 clusters Score -1.056483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -10564833.000000 Penalty: 3719.732666
	Iteration 143Q: 3 clusters Score -1.056483e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -10564847.000000 Penalty: 3719.732666
	Iteration 144Q: 3 clusters Score -1.056485e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -10564846.000000 Penalty: 3719.732666
	Iteration 145Q: 3 clusters Score -1.056485e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -10564874.000000 Penalty: 3719.732666
	Iteration 146Q: 3 clusters Score -1.056487e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -10564849.000000 Penalty: 3719.732666
	Iteration 147Q: 3 clusters Score -1.056485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -10564846.000000 Penalty: 3719.732666
	Iteration 148Q: 3 clusters Score -1.056485e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -10564868.000000 Penalty: 3719.732666
	Iteration 149Q: 3 clusters Score -1.056487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -10564868.000000 Penalty: 3719.732666
	Iteration 150Q: 3 clusters Score -1.056487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -10564885.000000 Penalty: 3719.732666
	Iteration 151Q: 3 clusters Score -1.056488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -10564900.000000 Penalty: 3719.732666
	Iteration 152Q: 3 clusters Score -1.05649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -10564911.000000 Penalty: 3719.732666
	Iteration 153Q: 3 clusters Score -1.056491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -10564904.000000 Penalty: 3719.732666
	Iteration 154Q: 3 clusters Score -1.05649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -10564907.000000 Penalty: 3719.732666
	Iteration 155Q: 3 clusters Score -1.056491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -10564914.000000 Penalty: 3719.732666
	Iteration 156Q: 3 clusters Score -1.056491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -10564931.000000 Penalty: 3719.732666
	Iteration 157Q: 3 clusters Score -1.056493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -10564929.000000 Penalty: 3719.732666
	Iteration 158Q: 3 clusters Score -1.056493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -10564949.000000 Penalty: 3719.732666
	Iteration 159Q: 3 clusters Score -1.056495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -10564939.000000 Penalty: 3719.732666
	Iteration 160F: 3 clusters Score -1.056494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -10564932.000000 Penalty: 3719.732666
	Iteration 161Q: 3 clusters Score -1.056493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -10564934.000000 Penalty: 3719.732666
	Iteration 162Q: 3 clusters Score -1.056493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -10564938.000000 Penalty: 3719.732666
	Iteration 163Q: 3 clusters Score -1.056494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -10564946.000000 Penalty: 3719.732666
	Iteration 164Q: 3 clusters Score -1.056495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -10564963.000000 Penalty: 3719.732666
	Iteration 165Q: 3 clusters Score -1.056496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -10564956.000000 Penalty: 3719.732666
	Iteration 166Q: 3 clusters Score -1.056496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -10564961.000000 Penalty: 3719.732666
	Iteration 167Q: 3 clusters Score -1.056496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -10564966.000000 Penalty: 3719.732666
	Iteration 168Q: 3 clusters Score -1.056497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -10564961.000000 Penalty: 3719.732666
	Iteration 169Q: 3 clusters Score -1.056496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -10564948.000000 Penalty: 3719.732666
	Iteration 170Q: 3 clusters Score -1.056495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -10564957.000000 Penalty: 3719.732666
	Iteration 171Q: 3 clusters Score -1.056496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 3719.732666
	Iteration 172Q: 3 clusters Score -1.056495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -10564962.000000 Penalty: 3719.732666
	Iteration 173Q: 3 clusters Score -1.056496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -10564967.000000 Penalty: 3719.732666
	Iteration 174Q: 3 clusters Score -1.056497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -10564964.000000 Penalty: 3719.732666
	Iteration 175Q: 3 clusters Score -1.056496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -10564958.000000 Penalty: 3719.732666
	Iteration 176Q: 3 clusters Score -1.056496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -10564955.000000 Penalty: 3719.732666
	Iteration 177Q: 3 clusters Score -1.056496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -10564960.000000 Penalty: 3719.732666
	Iteration 178Q: 3 clusters Score -1.056496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 3719.732666
	Iteration 179Q: 3 clusters Score -1.056495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -10564951.000000 Penalty: 3719.732666
	Iteration 180F: 3 clusters Score -1.056495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 3719.732666
	Iteration 181Q: 3 clusters Score -1.056495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -10564953.000000 Penalty: 3719.732666
	Iteration 182F: 3 clusters Score -1.056495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Entering Unmasked Estep 
Score: -9979757.000000 Penalty: 1850.339478
	Iteration 0F: 2 clusters Score -9979757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -9921268.000000 Penalty: 3700.678955
	Iteration 0F: 3 clusters Score -9921268 nChanged 41941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -9946004.000000 Penalty: 3700.678955
	Iteration 1F: 3 clusters Score -9946004 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -9947134.000000 Penalty: 3700.678955
	Iteration 2Q: 3 clusters Score -9947134 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -9948693.000000 Penalty: 3700.678955
	Iteration 3Q: 3 clusters Score -9948693 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -9951011.000000 Penalty: 3700.678955
	Iteration 4F: 3 clusters Score -9951011 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -9953960.000000 Penalty: 3700.678955
	Iteration 5F: 3 clusters Score -9953960 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9957773.000000 Penalty: 3700.678955
	Iteration 6F: 3 clusters Score -9957773 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9962973.000000 Penalty: 3700.678955
	Iteration 7F: 3 clusters Score -9962973 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -9967785.000000 Penalty: 3700.678955
	Iteration 8F: 3 clusters Score -9967785 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -9970169.000000 Penalty: 3700.678955
	Iteration 9F: 3 clusters Score -9970169 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -9971025.000000 Penalty: 3700.678955
	Iteration 10Q: 3 clusters Score -9971025 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -9971557.000000 Penalty: 3700.678955
	Iteration 11Q: 3 clusters Score -9971557 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -9972012.000000 Penalty: 3700.678955
	Iteration 12Q: 3 clusters Score -9972012 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -9972300.000000 Penalty: 3700.678955
	Iteration 13Q: 3 clusters Score -9972300 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -9972586.000000 Penalty: 3700.678955
	Iteration 14Q: 3 clusters Score -9972586 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -9972873.000000 Penalty: 3700.678955
	Iteration 15Q: 3 clusters Score -9972873 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -9973086.000000 Penalty: 3700.678955
	Iteration 16Q: 3 clusters Score -9973086 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -9973260.000000 Penalty: 3700.678955
	Iteration 17Q: 3 clusters Score -9973260 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -9973405.000000 Penalty: 3700.678955
	Iteration 18Q: 3 clusters Score -9973405 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -9973491.000000 Penalty: 3700.678955
	Iteration 19Q: 3 clusters Score -9973491 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -9973563.000000 Penalty: 3700.678955
	Iteration 20F: 3 clusters Score -9973563 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -9973659.000000 Penalty: 3700.678955
	Iteration 21Q: 3 clusters Score -9973659 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -9973722.000000 Penalty: 3700.678955
	Iteration 22Q: 3 clusters Score -9973722 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -9973750.000000 Penalty: 3700.678955
	Iteration 23Q: 3 clusters Score -9973750 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -9973776.000000 Penalty: 3700.678955
	Iteration 24Q: 3 clusters Score -9973776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -9973774.000000 Penalty: 3700.678955
	Iteration 25Q: 3 clusters Score -9973774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -9973808.000000 Penalty: 3700.678955
	Iteration 26Q: 3 clusters Score -9973808 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -9973817.000000 Penalty: 3700.678955
	Iteration 27Q: 3 clusters Score -9973817 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -9973856.000000 Penalty: 3700.678955
	Iteration 28Q: 3 clusters Score -9973856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -9973796.000000 Penalty: 3700.678955
	Iteration 29Q: 3 clusters Score -9973796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -9973816.000000 Penalty: 3700.678955
	Iteration 30Q: 3 clusters Score -9973816 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -9973817.000000 Penalty: 3700.678955
	Iteration 31Q: 3 clusters Score -9973817 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -9973829.000000 Penalty: 3700.678955
	Iteration 32Q: 3 clusters Score -9973829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -9973801.000000 Penalty: 3700.678955
	Iteration 33Q: 3 clusters Score -9973801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -9973808.000000 Penalty: 3700.678955
	Iteration 34Q: 3 clusters Score -9973808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -9973805.000000 Penalty: 3700.678955
	Iteration 35Q: 3 clusters Score -9973805 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -9973827.000000 Penalty: 3700.678955
	Iteration 36Q: 3 clusters Score -9973827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -9973802.000000 Penalty: 3700.678955
	Iteration 37Q: 3 clusters Score -9973802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -9973784.000000 Penalty: 3700.678955
	Iteration 38Q: 3 clusters Score -9973784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -9973793.000000 Penalty: 3700.678955
	Iteration 39Q: 3 clusters Score -9973793 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -9973782.000000 Penalty: 3700.678955
	Iteration 40F: 3 clusters Score -9973782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -9973761.000000 Penalty: 3700.678955
	Iteration 41Q: 3 clusters Score -9973761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -9973766.000000 Penalty: 3700.678955
	Iteration 42Q: 3 clusters Score -9973766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -9973776.000000 Penalty: 3700.678955
	Iteration 43Q: 3 clusters Score -9973776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -9973766.000000 Penalty: 3700.678955
	Iteration 44Q: 3 clusters Score -9973766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -9973750.000000 Penalty: 3700.678955
	Iteration 45Q: 3 clusters Score -9973750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -9973733.000000 Penalty: 3700.678955
	Iteration 46Q: 3 clusters Score -9973733 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -9973693.000000 Penalty: 3700.678955
	Iteration 47Q: 3 clusters Score -9973693 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -9973671.000000 Penalty: 3700.678955
	Iteration 48Q: 3 clusters Score -9973671 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -9973652.000000 Penalty: 3700.678955
	Iteration 49Q: 3 clusters Score -9973652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -9973638.000000 Penalty: 3700.678955
	Iteration 50Q: 3 clusters Score -9973638 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -9973639.000000 Penalty: 3700.678955
	Iteration 51Q: 3 clusters Score -9973639 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -9973635.000000 Penalty: 3700.678955
	Iteration 52Q: 3 clusters Score -9973635 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -9973627.000000 Penalty: 3700.678955
	Iteration 53Q: 3 clusters Score -9973627 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -9973617.000000 Penalty: 3700.678955
	Iteration 54Q: 3 clusters Score -9973617 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -9973622.000000 Penalty: 3700.678955
	Iteration 55Q: 3 clusters Score -9973622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -9973615.000000 Penalty: 3700.678955
	Iteration 56Q: 3 clusters Score -9973615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -9973640.000000 Penalty: 3700.678955
	Iteration 57Q: 3 clusters Score -9973640 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -9973641.000000 Penalty: 3700.678955
	Iteration 58Q: 3 clusters Score -9973641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -9973592.000000 Penalty: 3700.678955
	Iteration 59Q: 3 clusters Score -9973592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -9973569.000000 Penalty: 3700.678955
	Iteration 60F: 3 clusters Score -9973569 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9973561.000000 Penalty: 3700.678955
	Iteration 61Q: 3 clusters Score -9973561 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 50481 members 
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Mstep: Class 2 contains 16457 members 
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Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13343 members 
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Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10344 members 
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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Mstep: Class 2 contains 6350 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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Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3743 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9977867 nChanged 67
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	Iteration 198Q: 3 clusters Score -9977898 nChanged 59
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	Iteration 199Q: 3 clusters Score -9977914 nChanged 57
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Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 2009 members 
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	Iteration 200F: 3 clusters Score -9977914 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9977927 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9977941 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9977954 nChanged 37
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Mstep: Class 2 contains 1849 members 
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	Iteration 204Q: 3 clusters Score -9977954 nChanged 46
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	Iteration 205Q: 3 clusters Score -9977967 nChanged 44
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9977991 nChanged 38
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	Iteration 207Q: 3 clusters Score -9977996 nChanged 36
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	Iteration 208Q: 3 clusters Score -9978014 nChanged 37
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9978033 nChanged 38
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9978044 nChanged 31
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	Iteration 212Q: 3 clusters Score -9978050 nChanged 34
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9978059 nChanged 31
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	Iteration 214Q: 3 clusters Score -9978074 nChanged 14
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Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9978072 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9978082 nChanged 4
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9978077 nChanged 3
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Mstep: Class 2 contains 1512 members 
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	Iteration 218Q: 3 clusters Score -9978077 nChanged 5
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Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9978088 nChanged 7
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Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 1500 members 
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	Iteration 220F: 3 clusters Score -9978081 nChanged 2
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9978085 nChanged 3
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	Iteration 222Q: 3 clusters Score -9978083 nChanged 3
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	Iteration 223Q: 3 clusters Score -9978084 nChanged 4
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	Iteration 224Q: 3 clusters Score -9978089 nChanged 3
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	Iteration 225Q: 3 clusters Score -9978090 nChanged 3
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	Iteration 226Q: 3 clusters Score -9978098 nChanged 5
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Mstep: Class 2 contains 1483 members 
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	Iteration 227Q: 3 clusters Score -9978093 nChanged 8
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Mstep: Class 2 contains 1475 members 
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	Iteration 228Q: 3 clusters Score -9978094 nChanged 5
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	Iteration 229Q: 3 clusters Score -9978096 nChanged 5
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	Iteration 230Q: 3 clusters Score -9978093 nChanged 5
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	Iteration 231Q: 3 clusters Score -9978093 nChanged 11
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	Iteration 232Q: 3 clusters Score -9978097 nChanged 8
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	Iteration 233Q: 3 clusters Score -9978104 nChanged 8
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	Iteration 234Q: 3 clusters Score -9978108 nChanged 7
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	Iteration 235Q: 3 clusters Score -9978105 nChanged 7
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	Iteration 236Q: 3 clusters Score -9978115 nChanged 5
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	Iteration 237Q: 3 clusters Score -9978112 nChanged 6
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	Iteration 238Q: 3 clusters Score -9978117 nChanged 3
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	Iteration 239Q: 3 clusters Score -9978117 nChanged 5
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	Iteration 240F: 3 clusters Score -9978113 nChanged 4
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	Iteration 241Q: 3 clusters Score -9978121 nChanged 8
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	Iteration 242Q: 3 clusters Score -9978117 nChanged 4
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Mstep: Class 2 contains 1404 members 
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	Iteration 243Q: 3 clusters Score -9978120 nChanged 5
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	Iteration 244Q: 3 clusters Score -9978119 nChanged 2
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Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9978114 nChanged 1
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Mstep: Class 2 contains 1398 members 
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	Iteration 246Q: 3 clusters Score -9978112 nChanged 2
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Mstep: Class 2 contains 1396 members 
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	Iteration 247Q: 3 clusters Score -9978117 nChanged 1
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	Iteration 248Q: 3 clusters Score -9978118 nChanged 0
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	Iteration 249F: 3 clusters Score -9978118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1.58995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -15809755.000000 Penalty: 3853.998291
	Iteration 0F: 3 clusters Score -1.580976e+07 nChanged 67861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -15849622.000000 Penalty: 3853.998291
	Iteration 1F: 3 clusters Score -1.584962e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -15850551.000000 Penalty: 3853.998291
	Iteration 2Q: 3 clusters Score -1.585055e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -15852056.000000 Penalty: 3853.998291
	Iteration 3Q: 3 clusters Score -1.585206e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -15854264.000000 Penalty: 3853.998291
	Iteration 4Q: 3 clusters Score -1.585426e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -15857745.000000 Penalty: 3853.998291
	Iteration 5F: 3 clusters Score -1.585774e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -15863823.000000 Penalty: 3853.998291
	Iteration 6F: 3 clusters Score -1.586382e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -15872470.000000 Penalty: 3853.998291
	Iteration 7F: 3 clusters Score -1.587247e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -15881452.000000 Penalty: 3853.998291
	Iteration 8F: 3 clusters Score -1.588145e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -15888379.000000 Penalty: 3853.998291
	Iteration 9F: 3 clusters Score -1.588838e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -15892326.000000 Penalty: 3853.998291
	Iteration 10Q: 3 clusters Score -1.589233e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -15894696.000000 Penalty: 3853.998291
	Iteration 11Q: 3 clusters Score -1.58947e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -15895912.000000 Penalty: 3853.998291
	Iteration 12Q: 3 clusters Score -1.589591e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139250 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15896609.000000 Penalty: 3853.998291
	Iteration 13Q: 3 clusters Score -1.589661e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139843 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15897080.000000 Penalty: 3853.998291
	Iteration 14Q: 3 clusters Score -1.589708e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15897369.000000 Penalty: 3853.998291
	Iteration 15Q: 3 clusters Score -1.589737e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15897532.000000 Penalty: 3853.998291
	Iteration 16Q: 3 clusters Score -1.589753e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -15897597.000000 Penalty: 3853.998291
	Iteration 17Q: 3 clusters Score -1.58976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15897632.000000 Penalty: 3853.998291
	Iteration 18Q: 3 clusters Score -1.589763e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -15897641.000000 Penalty: 3853.998291
	Iteration 19Q: 3 clusters Score -1.589764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140689 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15897690.000000 Penalty: 3853.998291
	Iteration 20F: 3 clusters Score -1.589769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15897705.000000 Penalty: 3853.998291
	Iteration 21Q: 3 clusters Score -1.58977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140727 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15897726.000000 Penalty: 3853.998291
	Iteration 22Q: 3 clusters Score -1.589773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140738 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15897740.000000 Penalty: 3853.998291
	Iteration 23Q: 3 clusters Score -1.589774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140746 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15897758.000000 Penalty: 3853.998291
	Iteration 24Q: 3 clusters Score -1.589776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15897765.000000 Penalty: 3853.998291
	Iteration 25Q: 3 clusters Score -1.589776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140754 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15897774.000000 Penalty: 3853.998291
	Iteration 26Q: 3 clusters Score -1.589777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15897764.000000 Penalty: 3853.998291
	Iteration 27Q: 3 clusters Score -1.589776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15897768.000000 Penalty: 3853.998291
	Iteration 28Q: 3 clusters Score -1.589777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15897778.000000 Penalty: 3853.998291
	Iteration 29Q: 3 clusters Score -1.589778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140768 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15897782.000000 Penalty: 3853.998291
	Iteration 30Q: 3 clusters Score -1.589778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15897793.000000 Penalty: 3853.998291
	Iteration 31Q: 3 clusters Score -1.589779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140780 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15897791.000000 Penalty: 3853.998291
	Iteration 32Q: 3 clusters Score -1.589779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15897808.000000 Penalty: 3853.998291
	Iteration 33Q: 3 clusters Score -1.589781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140801 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15897799.000000 Penalty: 3853.998291
	Iteration 34Q: 3 clusters Score -1.58978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140806 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15897811.000000 Penalty: 3853.998291
	Iteration 35Q: 3 clusters Score -1.589781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15897816.000000 Penalty: 3853.998291
	Iteration 36Q: 3 clusters Score -1.589782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15897810.000000 Penalty: 3853.998291
	Iteration 37Q: 3 clusters Score -1.589781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140815 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15897827.000000 Penalty: 3853.998291
	Iteration 38Q: 3 clusters Score -1.589783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15897832.000000 Penalty: 3853.998291
	Iteration 39Q: 3 clusters Score -1.589783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140827 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15897825.000000 Penalty: 3853.998291
	Iteration 40F: 3 clusters Score -1.589782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140832 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15897830.000000 Penalty: 3853.998291
	Iteration 41Q: 3 clusters Score -1.589783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15897828.000000 Penalty: 3853.998291
	Iteration 42Q: 3 clusters Score -1.589783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140835 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15897828.000000 Penalty: 3853.998291
	Iteration 43Q: 3 clusters Score -1.589783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140835 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15897828.000000 Penalty: 3853.998291
	Iteration 44F: 3 clusters Score -1.589783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Entering Unmasked Estep 
Score: -1302647.500000 Penalty: 1517.301025
	Iteration 0F: 2 clusters Score -1302648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1294609.625000 Penalty: 3034.602051
	Iteration 0F: 3 clusters Score -1294610 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1297196.500000 Penalty: 3034.602051
	Iteration 1F: 3 clusters Score -1297196 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1297432.500000 Penalty: 3034.602051
	Iteration 2F: 3 clusters Score -1297432 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1297633.875000 Penalty: 3034.602051
	Iteration 3Q: 3 clusters Score -1297634 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1297794.750000 Penalty: 3034.602051
	Iteration 4Q: 3 clusters Score -1297795 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1297947.750000 Penalty: 3034.602051
	Iteration 5Q: 3 clusters Score -1297948 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1298101.500000 Penalty: 3034.602051
	Iteration 6Q: 3 clusters Score -1298102 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1298250.500000 Penalty: 3034.602051
	Iteration 7Q: 3 clusters Score -1298250 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1298437.250000 Penalty: 3034.602051
	Iteration 8Q: 3 clusters Score -1298437 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1298643.500000 Penalty: 3034.602051
	Iteration 9Q: 3 clusters Score -1298644 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1298883.000000 Penalty: 3034.602051
	Iteration 10Q: 3 clusters Score -1298883 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1299150.125000 Penalty: 3034.602051
	Iteration 11Q: 3 clusters Score -1299150 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1299483.375000 Penalty: 3034.602051
	Iteration 12Q: 3 clusters Score -1299483 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1299831.875000 Penalty: 3034.602051
	Iteration 13Q: 3 clusters Score -1299832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1300162.500000 Penalty: 3034.602051
	Iteration 14Q: 3 clusters Score -1300162 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1300427.125000 Penalty: 3034.602051
	Iteration 15Q: 3 clusters Score -1300427 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1300590.000000 Penalty: 3034.602051
	Iteration 16Q: 3 clusters Score -1300590 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1300691.000000 Penalty: 3034.602051
	Iteration 17Q: 3 clusters Score -1300691 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1300766.875000 Penalty: 3034.602051
	Iteration 18Q: 3 clusters Score -1300767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1300829.500000 Penalty: 3034.602051
	Iteration 19Q: 3 clusters Score -1300830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1300875.875000 Penalty: 3034.602051
	Iteration 20F: 3 clusters Score -1300876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1300911.500000 Penalty: 3034.602051
	Iteration 21Q: 3 clusters Score -1300912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1300935.125000 Penalty: 3034.602051
	Iteration 22Q: 3 clusters Score -1300935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1300946.875000 Penalty: 3034.602051
	Iteration 23Q: 3 clusters Score -1300947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1300965.750000 Penalty: 3034.602051
	Iteration 24Q: 3 clusters Score -1300966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1300977.250000 Penalty: 3034.602051
	Iteration 25Q: 3 clusters Score -1300977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1300990.500000 Penalty: 3034.602051
	Iteration 26Q: 3 clusters Score -1300990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1301001.375000 Penalty: 3034.602051
	Iteration 27Q: 3 clusters Score -1301001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1301015.500000 Penalty: 3034.602051
	Iteration 28Q: 3 clusters Score -1301016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1301025.750000 Penalty: 3034.602051
	Iteration 29Q: 3 clusters Score -1301026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1301035.375000 Penalty: 3034.602051
	Iteration 30Q: 3 clusters Score -1301035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1301052.500000 Penalty: 3034.602051
	Iteration 31Q: 3 clusters Score -1301052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1301072.750000 Penalty: 3034.602051
	Iteration 32Q: 3 clusters Score -1301073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1301090.625000 Penalty: 3034.602051
	Iteration 33Q: 3 clusters Score -1301091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1301104.875000 Penalty: 3034.602051
	Iteration 34Q: 3 clusters Score -1301105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1301121.125000 Penalty: 3034.602051
	Iteration 35Q: 3 clusters Score -1301121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1301138.625000 Penalty: 3034.602051
	Iteration 36Q: 3 clusters Score -1301139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1301154.000000 Penalty: 3034.602051
	Iteration 37Q: 3 clusters Score -1301154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1301173.500000 Penalty: 3034.602051
	Iteration 38Q: 3 clusters Score -1301174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1301196.500000 Penalty: 3034.602051
	Iteration 39Q: 3 clusters Score -1301196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1301213.125000 Penalty: 3034.602051
	Iteration 40F: 3 clusters Score -1301213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1301216.875000 Penalty: 3034.602051
	Iteration 41Q: 3 clusters Score -1301217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1301225.500000 Penalty: 3034.602051
	Iteration 42Q: 3 clusters Score -1301226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1301233.125000 Penalty: 3034.602051
	Iteration 43Q: 3 clusters Score -1301233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1301239.500000 Penalty: 3034.602051
	Iteration 44Q: 3 clusters Score -1301240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1301242.875000 Penalty: 3034.602051
	Iteration 45Q: 3 clusters Score -1301243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1301249.250000 Penalty: 3034.602051
	Iteration 46Q: 3 clusters Score -1301249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1301252.250000 Penalty: 3034.602051
	Iteration 47Q: 3 clusters Score -1301252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1301256.875000 Penalty: 3034.602051
	Iteration 48Q: 3 clusters Score -1301257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1301260.000000 Penalty: 3034.602051
	Iteration 49Q: 3 clusters Score -1301260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1301265.250000 Penalty: 3034.602051
	Iteration 50Q: 3 clusters Score -1301265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1301263.625000 Penalty: 3034.602051
	Iteration 51Q: 3 clusters Score -1301264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1301266.000000 Penalty: 3034.602051
	Iteration 52Q: 3 clusters Score -1301266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1301267.000000 Penalty: 3034.602051
	Iteration 53Q: 3 clusters Score -1301267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1301266.375000 Penalty: 3034.602051
	Iteration 54Q: 3 clusters Score -1301266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1301267.500000 Penalty: 3034.602051
	Iteration 55Q: 3 clusters Score -1301268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1301267.500000 Penalty: 3034.602051
	Iteration 56F: 3 clusters Score -1301268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16495.625000 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16495.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15823.475586 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15823.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15954.408203 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15954.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15988.872070 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -15988.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16001.570312 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -16001.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16043.416992 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -16043.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16045.271484 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -16045.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16046.330078 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -16046.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16047.448242 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -16047.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16047.448242 Penalty: 1721.953125
	Iteration 8F: 3 clusters Score -16047.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Entering Unmasked Estep 
Score: -9921964.000000 Penalty: 1851.595703
	Iteration 0F: 2 clusters Score -9921964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -9862520.000000 Penalty: 3703.191406
	Iteration 0F: 3 clusters Score -9862520 nChanged 42568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -9887403.000000 Penalty: 3703.191406
	Iteration 1F: 3 clusters Score -9887403 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -9888181.000000 Penalty: 3703.191406
	Iteration 2Q: 3 clusters Score -9888181 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -9889237.000000 Penalty: 3703.191406
	Iteration 3Q: 3 clusters Score -9889237 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -9890814.000000 Penalty: 3703.191406
	Iteration 4Q: 3 clusters Score -9890814 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -9893399.000000 Penalty: 3703.191406
	Iteration 5F: 3 clusters Score -9893399 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -9897378.000000 Penalty: 3703.191406
	Iteration 6F: 3 clusters Score -9897378 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -9902996.000000 Penalty: 3703.191406
	Iteration 7F: 3 clusters Score -9902996 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -9908617.000000 Penalty: 3703.191406
	Iteration 8F: 3 clusters Score -9908617 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -9912213.000000 Penalty: 3703.191406
	Iteration 9Q: 3 clusters Score -9912213 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -9913945.000000 Penalty: 3703.191406
	Iteration 10Q: 3 clusters Score -9913945 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -9915012.000000 Penalty: 3703.191406
	Iteration 11Q: 3 clusters Score -9915012 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -9916000.000000 Penalty: 3703.191406
	Iteration 12Q: 3 clusters Score -9916000 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -9917021.000000 Penalty: 3703.191406
	Iteration 13Q: 3 clusters Score -9917021 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -9917891.000000 Penalty: 3703.191406
	Iteration 14Q: 3 clusters Score -9917891 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -9918671.000000 Penalty: 3703.191406
	Iteration 15Q: 3 clusters Score -9918671 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -9919153.000000 Penalty: 3703.191406
	Iteration 16Q: 3 clusters Score -9919153 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -9919459.000000 Penalty: 3703.191406
	Iteration 17Q: 3 clusters Score -9919459 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -9919629.000000 Penalty: 3703.191406
	Iteration 18Q: 3 clusters Score -9919629 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -9919790.000000 Penalty: 3703.191406
	Iteration 19Q: 3 clusters Score -9919790 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9919923.000000 Penalty: 3703.191406
	Iteration 20F: 3 clusters Score -9919923 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -9920015.000000 Penalty: 3703.191406
	Iteration 21Q: 3 clusters Score -9920015 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -9920048.000000 Penalty: 3703.191406
	Iteration 22Q: 3 clusters Score -9920048 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -9920104.000000 Penalty: 3703.191406
	Iteration 23Q: 3 clusters Score -9920104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9920187.000000 Penalty: 3703.191406
	Iteration 24Q: 3 clusters Score -9920187 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9920187.000000 Penalty: 3703.191406
	Iteration 25Q: 3 clusters Score -9920187 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -9920244.000000 Penalty: 3703.191406
	Iteration 26Q: 3 clusters Score -9920244 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -9920299.000000 Penalty: 3703.191406
	Iteration 27Q: 3 clusters Score -9920299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -9920305.000000 Penalty: 3703.191406
	Iteration 28Q: 3 clusters Score -9920305 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -9920321.000000 Penalty: 3703.191406
	Iteration 29Q: 3 clusters Score -9920321 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -9920337.000000 Penalty: 3703.191406
	Iteration 30Q: 3 clusters Score -9920337 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -9920349.000000 Penalty: 3703.191406
	Iteration 31Q: 3 clusters Score -9920349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -9920365.000000 Penalty: 3703.191406
	Iteration 32Q: 3 clusters Score -9920365 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9920417.000000 Penalty: 3703.191406
	Iteration 33Q: 3 clusters Score -9920417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9920438.000000 Penalty: 3703.191406
	Iteration 34Q: 3 clusters Score -9920438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9920481.000000 Penalty: 3703.191406
	Iteration 35Q: 3 clusters Score -9920481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9920501.000000 Penalty: 3703.191406
	Iteration 36Q: 3 clusters Score -9920501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -9920546.000000 Penalty: 3703.191406
	Iteration 37Q: 3 clusters Score -9920546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9920576.000000 Penalty: 3703.191406
	Iteration 38Q: 3 clusters Score -9920576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9920611.000000 Penalty: 3703.191406
	Iteration 39Q: 3 clusters Score -9920611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9920602.000000 Penalty: 3703.191406
	Iteration 40F: 3 clusters Score -9920602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9920592.000000 Penalty: 3703.191406
	Iteration 41Q: 3 clusters Score -9920592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9920599.000000 Penalty: 3703.191406
	Iteration 42Q: 3 clusters Score -9920599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9920624.000000 Penalty: 3703.191406
	Iteration 43Q: 3 clusters Score -9920624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9920617.000000 Penalty: 3703.191406
	Iteration 44Q: 3 clusters Score -9920617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9920636.000000 Penalty: 3703.191406
	Iteration 45Q: 3 clusters Score -9920636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9920634.000000 Penalty: 3703.191406
	Iteration 46Q: 3 clusters Score -9920634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9920657.000000 Penalty: 3703.191406
	Iteration 47Q: 3 clusters Score -9920657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9920668.000000 Penalty: 3703.191406
	Iteration 48Q: 3 clusters Score -9920668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9920661.000000 Penalty: 3703.191406
	Iteration 49Q: 3 clusters Score -9920661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9920664.000000 Penalty: 3703.191406
	Iteration 50Q: 3 clusters Score -9920664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9920675.000000 Penalty: 3703.191406
	Iteration 51Q: 3 clusters Score -9920675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9920668.000000 Penalty: 3703.191406
	Iteration 52Q: 3 clusters Score -9920668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9920695.000000 Penalty: 3703.191406
	Iteration 53Q: 3 clusters Score -9920695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9920696.000000 Penalty: 3703.191406
	Iteration 54Q: 3 clusters Score -9920696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9920698.000000 Penalty: 3703.191406
	Iteration 55Q: 3 clusters Score -9920698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9920703.000000 Penalty: 3703.191406
	Iteration 56Q: 3 clusters Score -9920703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9920727.000000 Penalty: 3703.191406
	Iteration 57Q: 3 clusters Score -9920727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9920709.000000 Penalty: 3703.191406
	Iteration 58Q: 3 clusters Score -9920709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9920709.000000 Penalty: 3703.191406
	Iteration 59Q: 3 clusters Score -9920709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9920713.000000 Penalty: 3703.191406
	Iteration 60F: 3 clusters Score -9920713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9920714.000000 Penalty: 3703.191406
	Iteration 61Q: 3 clusters Score -9920714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9920730.000000 Penalty: 3703.191406
	Iteration 62Q: 3 clusters Score -9920730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9920726.000000 Penalty: 3703.191406
	Iteration 63Q: 3 clusters Score -9920726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9920748.000000 Penalty: 3703.191406
	Iteration 64Q: 3 clusters Score -9920748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9920743.000000 Penalty: 3703.191406
	Iteration 65Q: 3 clusters Score -9920743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9920753.000000 Penalty: 3703.191406
	Iteration 66Q: 3 clusters Score -9920753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9920772.000000 Penalty: 3703.191406
	Iteration 67Q: 3 clusters Score -9920772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9920767.000000 Penalty: 3703.191406
	Iteration 68Q: 3 clusters Score -9920767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9920760.000000 Penalty: 3703.191406
	Iteration 69Q: 3 clusters Score -9920760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9920759.000000 Penalty: 3703.191406
	Iteration 70Q: 3 clusters Score -9920759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9920765.000000 Penalty: 3703.191406
	Iteration 71Q: 3 clusters Score -9920765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9920764.000000 Penalty: 3703.191406
	Iteration 72Q: 3 clusters Score -9920764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9920765.000000 Penalty: 3703.191406
	Iteration 73Q: 3 clusters Score -9920765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9920766.000000 Penalty: 3703.191406
	Iteration 74Q: 3 clusters Score -9920766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9920768.000000 Penalty: 3703.191406
	Iteration 75Q: 3 clusters Score -9920768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9920778.000000 Penalty: 3703.191406
	Iteration 76Q: 3 clusters Score -9920778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9920778.000000 Penalty: 3703.191406
	Iteration 77F: 3 clusters Score -9920778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Entering Unmasked Estep 
Score: -2323957.500000 Penalty: 1610.635742
	Iteration 0F: 2 clusters Score -2323958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2310192.500000 Penalty: 3221.271484
	Iteration 0F: 3 clusters Score -2310192 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2314941.500000 Penalty: 3221.271484
	Iteration 1F: 3 clusters Score -2314942 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2315242.500000 Penalty: 3221.271484
	Iteration 2Q: 3 clusters Score -2315242 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2315544.000000 Penalty: 3221.271484
	Iteration 3Q: 3 clusters Score -2315544 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2315824.750000 Penalty: 3221.271484
	Iteration 4Q: 3 clusters Score -2315825 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2316170.000000 Penalty: 3221.271484
	Iteration 5Q: 3 clusters Score -2316170 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2316569.500000 Penalty: 3221.271484
	Iteration 6Q: 3 clusters Score -2316570 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2317153.250000 Penalty: 3221.271484
	Iteration 7F: 3 clusters Score -2317153 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2317962.000000 Penalty: 3221.271484
	Iteration 8F: 3 clusters Score -2317962 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2318964.250000 Penalty: 3221.271484
	Iteration 9F: 3 clusters Score -2318964 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2320051.250000 Penalty: 3221.271484
	Iteration 10F: 3 clusters Score -2320051 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2320941.250000 Penalty: 3221.271484
	Iteration 11F: 3 clusters Score -2320941 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2321590.000000 Penalty: 3221.271484
	Iteration 12Q: 3 clusters Score -2321590 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2322010.000000 Penalty: 3221.271484
	Iteration 13Q: 3 clusters Score -2322010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2322235.250000 Penalty: 3221.271484
	Iteration 14Q: 3 clusters Score -2322235 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2322345.750000 Penalty: 3221.271484
	Iteration 15Q: 3 clusters Score -2322346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2322436.750000 Penalty: 3221.271484
	Iteration 16Q: 3 clusters Score -2322437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2322491.750000 Penalty: 3221.271484
	Iteration 17Q: 3 clusters Score -2322492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2322537.250000 Penalty: 3221.271484
	Iteration 18Q: 3 clusters Score -2322537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2322555.250000 Penalty: 3221.271484
	Iteration 19Q: 3 clusters Score -2322555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2322569.500000 Penalty: 3221.271484
	Iteration 20F: 3 clusters Score -2322570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2322576.250000 Penalty: 3221.271484
	Iteration 21Q: 3 clusters Score -2322576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2322579.750000 Penalty: 3221.271484
	Iteration 22Q: 3 clusters Score -2322580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2322584.750000 Penalty: 3221.271484
	Iteration 23Q: 3 clusters Score -2322585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2322588.250000 Penalty: 3221.271484
	Iteration 24Q: 3 clusters Score -2322588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2322590.250000 Penalty: 3221.271484
	Iteration 25Q: 3 clusters Score -2322590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2322590.250000 Penalty: 3221.271484
	Iteration 26F: 3 clusters Score -2322590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40291 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93464 members 
Mstep: Class 13 contains 88142 members 
Mstep: Class 14 contains 141274 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742716.000000 Penalty: 30212.712891
Iteration 359Q: 15 clusters Score -6.474272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40290 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93463 members 
Mstep: Class 13 contains 88142 members 
Mstep: Class 14 contains 141275 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742672.000000 Penalty: 30212.712891
Iteration 360F: 15 clusters Score -6.474267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40288 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93460 members 
Mstep: Class 13 contains 88143 members 
Mstep: Class 14 contains 141278 members 
Mstep: Class 15 contains 11353 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742696.000000 Penalty: 30212.712891
Iteration 361Q: 15 clusters Score -6.47427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40288 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93459 members 
Mstep: Class 13 contains 88142 members 
Mstep: Class 14 contains 141280 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 362Q: 15 clusters Score -6.474268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40288 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93461 members 
Mstep: Class 13 contains 88140 members 
Mstep: Class 14 contains 141279 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742668.000000 Penalty: 30212.712891
Iteration 363Q: 15 clusters Score -6.474267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40286 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93461 members 
Mstep: Class 13 contains 88140 members 
Mstep: Class 14 contains 141279 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742652.000000 Penalty: 30212.712891
Iteration 364Q: 15 clusters Score -6.474265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40284 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93457 members 
Mstep: Class 13 contains 88141 members 
Mstep: Class 14 contains 141280 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88823 members 
Mstep: Class 19 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742612.000000 Penalty: 30212.712891
Iteration 365Q: 15 clusters Score -6.474261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40282 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93450 members 
Mstep: Class 13 contains 88139 members 
Mstep: Class 14 contains 141285 members 
Mstep: Class 15 contains 11362 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88824 members 
Mstep: Class 19 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 366Q: 15 clusters Score -6.474266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40279 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93446 members 
Mstep: Class 13 contains 88139 members 
Mstep: Class 14 contains 141293 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 367Q: 15 clusters Score -6.47427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40275 members 
Mstep: Class 7 contains 70967 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93442 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 141303 members 
Mstep: Class 15 contains 11361 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 368Q: 15 clusters Score -6.47427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40267 members 
Mstep: Class 7 contains 70967 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93431 members 
Mstep: Class 13 contains 88140 members 
Mstep: Class 14 contains 141320 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742700.000000 Penalty: 30212.712891
Iteration 369Q: 15 clusters Score -6.47427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 7 contains 70967 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93423 members 
Mstep: Class 13 contains 88145 members 
Mstep: Class 14 contains 141331 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742704.000000 Penalty: 30212.712891
Iteration 370Q: 15 clusters Score -6.47427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10286 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40251 members 
Mstep: Class 7 contains 70967 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93416 members 
Mstep: Class 13 contains 88151 members 
Mstep: Class 14 contains 141343 members 
Mstep: Class 15 contains 11358 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742688.000000 Penalty: 30212.712891
Iteration 371Q: 15 clusters Score -6.474269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10283 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40243 members 
Mstep: Class 7 contains 70965 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93407 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141361 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742732.000000 Penalty: 30212.712891
Iteration 372Q: 15 clusters Score -6.474273e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10281 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40241 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93394 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141378 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742784.000000 Penalty: 30212.712891
Iteration 373Q: 15 clusters Score -6.474278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10280 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40236 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93378 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141397 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742772.000000 Penalty: 30212.712891
Iteration 374Q: 15 clusters Score -6.474277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10280 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40230 members 
Mstep: Class 7 contains 70964 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93364 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141411 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88825 members 
Mstep: Class 19 contains 20198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742748.000000 Penalty: 30212.712891
Iteration 375Q: 15 clusters Score -6.474275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40227 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93351 members 
Mstep: Class 13 contains 88154 members 
Mstep: Class 14 contains 141425 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742704.000000 Penalty: 30212.712891
Iteration 376Q: 15 clusters Score -6.47427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40224 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93345 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141430 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88826 members 
Mstep: Class 19 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742716.000000 Penalty: 30212.712891
Iteration 377Q: 15 clusters Score -6.474272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40221 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93342 members 
Mstep: Class 13 contains 88148 members 
Mstep: Class 14 contains 141433 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88827 members 
Mstep: Class 19 contains 20213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742716.000000 Penalty: 30212.712891
Iteration 378Q: 15 clusters Score -6.474272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40217 members 
Mstep: Class 7 contains 70960 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93332 members 
Mstep: Class 13 contains 88151 members 
Mstep: Class 14 contains 141442 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 20216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742688.000000 Penalty: 30212.712891
Iteration 379Q: 15 clusters Score -6.474269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40211 members 
Mstep: Class 7 contains 70960 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93327 members 
Mstep: Class 13 contains 88152 members 
Mstep: Class 14 contains 141447 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88830 members 
Mstep: Class 19 contains 20218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 380F: 15 clusters Score -6.474266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10278 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40207 members 
Mstep: Class 7 contains 70961 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93315 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141457 members 
Mstep: Class 15 contains 11351 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 20221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742636.000000 Penalty: 30212.712891
Iteration 381Q: 15 clusters Score -6.474264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40204 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93302 members 
Mstep: Class 13 contains 88153 members 
Mstep: Class 14 contains 141464 members 
Mstep: Class 15 contains 11351 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742632.000000 Penalty: 30212.712891
Iteration 382Q: 15 clusters Score -6.474263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 7 contains 70964 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93299 members 
Mstep: Class 13 contains 88151 members 
Mstep: Class 14 contains 141467 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 20234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 30212.712891
Iteration 383Q: 15 clusters Score -6.474266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10271 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40202 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93296 members 
Mstep: Class 13 contains 88146 members 
Mstep: Class 14 contains 141479 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88831 members 
Mstep: Class 19 contains 20240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742616.000000 Penalty: 30212.712891
Iteration 384Q: 15 clusters Score -6.474262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10271 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40202 members 
Mstep: Class 7 contains 70961 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93293 members 
Mstep: Class 13 contains 88146 members 
Mstep: Class 14 contains 141479 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 20242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742668.000000 Penalty: 30212.712891
Iteration 385Q: 15 clusters Score -6.474267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40201 members 
Mstep: Class 7 contains 70960 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93293 members 
Mstep: Class 13 contains 88145 members 
Mstep: Class 14 contains 141480 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 20242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 386Q: 15 clusters Score -6.474268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40200 members 
Mstep: Class 7 contains 70959 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93290 members 
Mstep: Class 13 contains 88143 members 
Mstep: Class 14 contains 141486 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88832 members 
Mstep: Class 19 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742668.000000 Penalty: 30212.712891
Iteration 387Q: 15 clusters Score -6.474267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40199 members 
Mstep: Class 7 contains 70957 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93286 members 
Mstep: Class 13 contains 88141 members 
Mstep: Class 14 contains 141494 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742680.000000 Penalty: 30212.712891
Iteration 388Q: 15 clusters Score -6.474268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40197 members 
Mstep: Class 7 contains 70957 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93278 members 
Mstep: Class 13 contains 88141 members 
Mstep: Class 14 contains 141504 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 30212.712891
Iteration 389Q: 15 clusters Score -6.474266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40198 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93271 members 
Mstep: Class 13 contains 88140 members 
Mstep: Class 14 contains 141513 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742640.000000 Penalty: 30212.712891
Iteration 390Q: 15 clusters Score -6.474264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10270 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 40196 members 
Mstep: Class 7 contains 70955 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93267 members 
Mstep: Class 13 contains 88138 members 
Mstep: Class 14 contains 141524 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 391Q: 15 clusters Score -6.474266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40193 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93263 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 141534 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742624.000000 Penalty: 30212.712891
Iteration 392Q: 15 clusters Score -6.474262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40192 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93256 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 141541 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742648.000000 Penalty: 30212.712891
Iteration 393Q: 15 clusters Score -6.474265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40191 members 
Mstep: Class 7 contains 70957 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93248 members 
Mstep: Class 13 contains 88134 members 
Mstep: Class 14 contains 141550 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742648.000000 Penalty: 30212.712891
Iteration 394Q: 15 clusters Score -6.474265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40190 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93241 members 
Mstep: Class 13 contains 88135 members 
Mstep: Class 14 contains 141555 members 
Mstep: Class 15 contains 11347 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 395Q: 15 clusters Score -6.474266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40185 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93231 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 141567 members 
Mstep: Class 15 contains 11347 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742660.000000 Penalty: 30212.712891
Iteration 396Q: 15 clusters Score -6.474266e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40179 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93225 members 
Mstep: Class 13 contains 88137 members 
Mstep: Class 14 contains 141581 members 
Mstep: Class 15 contains 11346 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742592.000000 Penalty: 30212.712891
Iteration 397Q: 15 clusters Score -6.474259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40179 members 
Mstep: Class 7 contains 70955 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93214 members 
Mstep: Class 13 contains 88134 members 
Mstep: Class 14 contains 141596 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742592.000000 Penalty: 30212.712891
Iteration 398Q: 15 clusters Score -6.474259e+07 nChanged 13
Entering ConstructFrom: 
Score: -64742592.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -623104.750000 Penalty: 1397.210693
	Iteration 0F: 2 clusters Score -623104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -618830.687500 Penalty: 2794.421387
	Iteration 0F: 3 clusters Score -618830.7 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -619995.562500 Penalty: 2794.421387
	Iteration 1F: 3 clusters Score -619995.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -620153.687500 Penalty: 2794.421387
	Iteration 2F: 3 clusters Score -620153.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -620246.062500 Penalty: 2794.421387
	Iteration 3Q: 3 clusters Score -620246.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -620319.562500 Penalty: 2794.421387
	Iteration 4Q: 3 clusters Score -620319.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -620378.375000 Penalty: 2794.421387
	Iteration 5Q: 3 clusters Score -620378.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -620433.625000 Penalty: 2794.421387
	Iteration 6Q: 3 clusters Score -620433.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -620499.125000 Penalty: 2794.421387
	Iteration 7Q: 3 clusters Score -620499.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -620573.312500 Penalty: 2794.421387
	Iteration 8Q: 3 clusters Score -620573.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -620650.250000 Penalty: 2794.421387
	Iteration 9Q: 3 clusters Score -620650.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -620725.312500 Penalty: 2794.421387
	Iteration 10Q: 3 clusters Score -620725.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -620815.562500 Penalty: 2794.421387
	Iteration 11Q: 3 clusters Score -620815.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -620928.437500 Penalty: 2794.421387
	Iteration 12Q: 3 clusters Score -620928.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -621072.687500 Penalty: 2794.421387
	Iteration 13Q: 3 clusters Score -621072.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -621218.187500 Penalty: 2794.421387
	Iteration 14Q: 3 clusters Score -621218.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -621370.687500 Penalty: 2794.421387
	Iteration 15Q: 3 clusters Score -621370.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -621504.875000 Penalty: 2794.421387
	Iteration 16Q: 3 clusters Score -621504.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -621594.437500 Penalty: 2794.421387
	Iteration 17Q: 3 clusters Score -621594.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -621654.250000 Penalty: 2794.421387
	Iteration 18Q: 3 clusters Score -621654.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -621693.875000 Penalty: 2794.421387
	Iteration 19Q: 3 clusters Score -621693.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -621726.937500 Penalty: 2794.421387
	Iteration 20F: 3 clusters Score -621726.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -621751.187500 Penalty: 2794.421387
	Iteration 21Q: 3 clusters Score -621751.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -621768.125000 Penalty: 2794.421387
	Iteration 22Q: 3 clusters Score -621768.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -621785.250000 Penalty: 2794.421387
	Iteration 23Q: 3 clusters Score -621785.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -621800.812500 Penalty: 2794.421387
	Iteration 24Q: 3 clusters Score -621800.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -621817.937500 Penalty: 2794.421387
	Iteration 25Q: 3 clusters Score -621817.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -621830.750000 Penalty: 2794.421387
	Iteration 26Q: 3 clusters Score -621830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -621840.062500 Penalty: 2794.421387
	Iteration 27Q: 3 clusters Score -621840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -621847.375000 Penalty: 2794.421387
	Iteration 28Q: 3 clusters Score -621847.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -621855.062500 Penalty: 2794.421387
	Iteration 29Q: 3 clusters Score -621855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -621861.312500 Penalty: 2794.421387
	Iteration 30Q: 3 clusters Score -621861.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -621868.437500 Penalty: 2794.421387
	Iteration 31Q: 3 clusters Score -621868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -621875.812500 Penalty: 2794.421387
	Iteration 32Q: 3 clusters Score -621875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -621881.312500 Penalty: 2794.421387
	Iteration 33Q: 3 clusters Score -621881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -621888.062500 Penalty: 2794.421387
	Iteration 34Q: 3 clusters Score -621888.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -621896.375000 Penalty: 2794.421387
	Iteration 35Q: 3 clusters Score -621896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -621901.875000 Penalty: 2794.421387
	Iteration 36Q: 3 clusters Score -621901.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -621904.437500 Penalty: 2794.421387
	Iteration 37Q: 3 clusters Score -621904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -621911.812500 Penalty: 2794.421387
	Iteration 38Q: 3 clusters Score -621911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -621913.750000 Penalty: 2794.421387
	Iteration 39Q: 3 clusters Score -621913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -621920.062500 Penalty: 2794.421387
	Iteration 40F: 3 clusters Score -621920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -621921.500000 Penalty: 2794.421387
	Iteration 41Q: 3 clusters Score -621921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -621923.625000 Penalty: 2794.421387
	Iteration 42Q: 3 clusters Score -621923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -621926.375000 Penalty: 2794.421387
	Iteration 43Q: 3 clusters Score -621926.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -621930.312500 Penalty: 2794.421387
	Iteration 44Q: 3 clusters Score -621930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -621933.250000 Penalty: 2794.421387
	Iteration 45Q: 3 clusters Score -621933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -621936.187500 Penalty: 2794.421387
	Iteration 46Q: 3 clusters Score -621936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -621938.125000 Penalty: 2794.421387
	Iteration 47Q: 3 clusters Score -621938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -621939.375000 Penalty: 2794.421387
	Iteration 48Q: 3 clusters Score -621939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -621940.500000 Penalty: 2794.421387
	Iteration 49Q: 3 clusters Score -621940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -621940.500000 Penalty: 2794.421387
	Iteration 50F: 3 clusters Score -621940.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Entering Unmasked Estep 
Score: -1172586.625000 Penalty: 1500.962158
	Iteration 0F: 2 clusters Score -1172587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1165222.875000 Penalty: 3001.924316
	Iteration 0F: 3 clusters Score -1165223 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1167479.750000 Penalty: 3001.924316
	Iteration 1F: 3 clusters Score -1167480 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1167803.875000 Penalty: 3001.924316
	Iteration 2F: 3 clusters Score -1167804 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1168122.750000 Penalty: 3001.924316
	Iteration 3F: 3 clusters Score -1168123 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1168407.750000 Penalty: 3001.924316
	Iteration 4F: 3 clusters Score -1168408 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1168622.625000 Penalty: 3001.924316
	Iteration 5Q: 3 clusters Score -1168623 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1168820.875000 Penalty: 3001.924316
	Iteration 6Q: 3 clusters Score -1168821 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1169032.500000 Penalty: 3001.924316
	Iteration 7Q: 3 clusters Score -1169032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1169297.750000 Penalty: 3001.924316
	Iteration 8Q: 3 clusters Score -1169298 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1169623.625000 Penalty: 3001.924316
	Iteration 9Q: 3 clusters Score -1169624 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1169893.250000 Penalty: 3001.924316
	Iteration 10Q: 3 clusters Score -1169893 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1170141.000000 Penalty: 3001.924316
	Iteration 11Q: 3 clusters Score -1170141 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1170312.625000 Penalty: 3001.924316
	Iteration 12Q: 3 clusters Score -1170313 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1170433.250000 Penalty: 3001.924316
	Iteration 13Q: 3 clusters Score -1170433 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1170537.625000 Penalty: 3001.924316
	Iteration 14Q: 3 clusters Score -1170538 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1170654.500000 Penalty: 3001.924316
	Iteration 15Q: 3 clusters Score -1170654 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1170751.875000 Penalty: 3001.924316
	Iteration 16Q: 3 clusters Score -1170752 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1170827.000000 Penalty: 3001.924316
	Iteration 17Q: 3 clusters Score -1170827 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1170890.625000 Penalty: 3001.924316
	Iteration 18Q: 3 clusters Score -1170891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1170946.000000 Penalty: 3001.924316
	Iteration 19Q: 3 clusters Score -1170946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1170995.000000 Penalty: 3001.924316
	Iteration 20F: 3 clusters Score -1170995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1171030.625000 Penalty: 3001.924316
	Iteration 21Q: 3 clusters Score -1171031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1171052.625000 Penalty: 3001.924316
	Iteration 22Q: 3 clusters Score -1171053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1171075.125000 Penalty: 3001.924316
	Iteration 23Q: 3 clusters Score -1171075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1171095.875000 Penalty: 3001.924316
	Iteration 24Q: 3 clusters Score -1171096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1171122.625000 Penalty: 3001.924316
	Iteration 25Q: 3 clusters Score -1171123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1171158.250000 Penalty: 3001.924316
	Iteration 26Q: 3 clusters Score -1171158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1171186.500000 Penalty: 3001.924316
	Iteration 27Q: 3 clusters Score -1171186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1171218.375000 Penalty: 3001.924316
	Iteration 28Q: 3 clusters Score -1171218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1171245.625000 Penalty: 3001.924316
	Iteration 29Q: 3 clusters Score -1171246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1171271.000000 Penalty: 3001.924316
	Iteration 30Q: 3 clusters Score -1171271 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1171294.000000 Penalty: 3001.924316
	Iteration 31Q: 3 clusters Score -1171294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1171307.625000 Penalty: 3001.924316
	Iteration 32Q: 3 clusters Score -1171308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1171327.750000 Penalty: 3001.924316
	Iteration 33Q: 3 clusters Score -1171328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1171347.125000 Penalty: 3001.924316
	Iteration 34Q: 3 clusters Score -1171347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1171365.375000 Penalty: 3001.924316
	Iteration 35Q: 3 clusters Score -1171365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1171374.750000 Penalty: 3001.924316
	Iteration 36Q: 3 clusters Score -1171375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1171382.000000 Penalty: 3001.924316
	Iteration 37Q: 3 clusters Score -1171382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1171388.750000 Penalty: 3001.924316
	Iteration 38Q: 3 clusters Score -1171389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1171394.500000 Penalty: 3001.924316
	Iteration 39Q: 3 clusters Score -1171394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1171403.250000 Penalty: 3001.924316
	Iteration 40F: 3 clusters Score -1171403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1171410.625000 Penalty: 3001.924316
	Iteration 41Q: 3 clusters Score -1171411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1171415.750000 Penalty: 3001.924316
	Iteration 42Q: 3 clusters Score -1171416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1171422.250000 Penalty: 3001.924316
	Iteration 43Q: 3 clusters Score -1171422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1171427.875000 Penalty: 3001.924316
	Iteration 44Q: 3 clusters Score -1171428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1171434.750000 Penalty: 3001.924316
	Iteration 45Q: 3 clusters Score -1171435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1171436.750000 Penalty: 3001.924316
	Iteration 46Q: 3 clusters Score -1171437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1171443.500000 Penalty: 3001.924316
	Iteration 47Q: 3 clusters Score -1171444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1171446.125000 Penalty: 3001.924316
	Iteration 48Q: 3 clusters Score -1171446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1171450.000000 Penalty: 3001.924316
	Iteration 49Q: 3 clusters Score -1171450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1171454.250000 Penalty: 3001.924316
	Iteration 50Q: 3 clusters Score -1171454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1171459.125000 Penalty: 3001.924316
	Iteration 51Q: 3 clusters Score -1171459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1171466.625000 Penalty: 3001.924316
	Iteration 52Q: 3 clusters Score -1171467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1171466.125000 Penalty: 3001.924316
	Iteration 53Q: 3 clusters Score -1171466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1171472.875000 Penalty: 3001.924316
	Iteration 54Q: 3 clusters Score -1171473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1171482.250000 Penalty: 3001.924316
	Iteration 55Q: 3 clusters Score -1171482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1171487.500000 Penalty: 3001.924316
	Iteration 56Q: 3 clusters Score -1171488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1171488.375000 Penalty: 3001.924316
	Iteration 57Q: 3 clusters Score -1171488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1171490.500000 Penalty: 3001.924316
	Iteration 58Q: 3 clusters Score -1171490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1171493.500000 Penalty: 3001.924316
	Iteration 59Q: 3 clusters Score -1171494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1171497.375000 Penalty: 3001.924316
	Iteration 60F: 3 clusters Score -1171497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1171498.375000 Penalty: 3001.924316
	Iteration 61Q: 3 clusters Score -1171498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1171501.250000 Penalty: 3001.924316
	Iteration 62Q: 3 clusters Score -1171501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1171501.500000 Penalty: 3001.924316
	Iteration 63Q: 3 clusters Score -1171502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1171502.625000 Penalty: 3001.924316
	Iteration 64Q: 3 clusters Score -1171503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1171502.625000 Penalty: 3001.924316
	Iteration 65F: 3 clusters Score -1171503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -777950.375000 Penalty: 1443.816772
	Iteration 0F: 2 clusters Score -777950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -772608.000000 Penalty: 2887.633545
	Iteration 0F: 3 clusters Score -772608 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -774402.562500 Penalty: 2887.633545
	Iteration 1F: 3 clusters Score -774402.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -774959.437500 Penalty: 2887.633545
	Iteration 2F: 3 clusters Score -774959.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -775493.437500 Penalty: 2887.633545
	Iteration 3F: 3 clusters Score -775493.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -776041.812500 Penalty: 2887.633545
	Iteration 4F: 3 clusters Score -776041.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -776527.125000 Penalty: 2887.633545
	Iteration 5F: 3 clusters Score -776527.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -776870.375000 Penalty: 2887.633545
	Iteration 6F: 3 clusters Score -776870.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -777166.875000 Penalty: 2887.633545
	Iteration 7Q: 3 clusters Score -777166.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -777405.250000 Penalty: 2887.633545
	Iteration 8Q: 3 clusters Score -777405.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -777498.312500 Penalty: 2887.633545
	Iteration 9Q: 3 clusters Score -777498.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -777531.187500 Penalty: 2887.633545
	Iteration 10Q: 3 clusters Score -777531.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -777545.625000 Penalty: 2887.633545
	Iteration 11Q: 3 clusters Score -777545.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -777559.750000 Penalty: 2887.633545
	Iteration 12Q: 3 clusters Score -777559.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -777574.250000 Penalty: 2887.633545
	Iteration 13Q: 3 clusters Score -777574.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -777585.437500 Penalty: 2887.633545
	Iteration 14Q: 3 clusters Score -777585.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -777594.000000 Penalty: 2887.633545
	Iteration 15Q: 3 clusters Score -777594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -777601.250000 Penalty: 2887.633545
	Iteration 16Q: 3 clusters Score -777601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -777609.437500 Penalty: 2887.633545
	Iteration 17Q: 3 clusters Score -777609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -777614.000000 Penalty: 2887.633545
	Iteration 18Q: 3 clusters Score -777614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -777617.812500 Penalty: 2887.633545
	Iteration 19Q: 3 clusters Score -777617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -777620.937500 Penalty: 2887.633545
	Iteration 20F: 3 clusters Score -777620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -777624.875000 Penalty: 2887.633545
	Iteration 21Q: 3 clusters Score -777624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -777624.812500 Penalty: 2887.633545
	Iteration 22Q: 3 clusters Score -777624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -777624.250000 Penalty: 2887.633545
	Iteration 23Q: 3 clusters Score -777624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -777625.625000 Penalty: 2887.633545
	Iteration 24Q: 3 clusters Score -777625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -777625.625000 Penalty: 2887.633545
	Iteration 25F: 3 clusters Score -777625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -358558.500000 Penalty: 1322.564209
	Iteration 0F: 2 clusters Score -358558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -355563.750000 Penalty: 2645.128418
	Iteration 0F: 3 clusters Score -355563.8 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -356440.750000 Penalty: 2645.128418
	Iteration 1F: 3 clusters Score -356440.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -356750.968750 Penalty: 2645.128418
	Iteration 2F: 3 clusters Score -356751 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -357107.187500 Penalty: 2645.128418
	Iteration 3F: 3 clusters Score -357107.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -357369.343750 Penalty: 2645.128418
	Iteration 4F: 3 clusters Score -357369.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -357611.343750 Penalty: 2645.128418
	Iteration 5F: 3 clusters Score -357611.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -357778.343750 Penalty: 2645.128418
	Iteration 6F: 3 clusters Score -357778.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -357896.500000 Penalty: 2645.128418
	Iteration 7Q: 3 clusters Score -357896.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -357974.593750 Penalty: 2645.128418
	Iteration 8Q: 3 clusters Score -357974.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -358032.187500 Penalty: 2645.128418
	Iteration 9Q: 3 clusters Score -358032.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -358069.937500 Penalty: 2645.128418
	Iteration 10Q: 3 clusters Score -358069.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -358095.781250 Penalty: 2645.128418
	Iteration 11Q: 3 clusters Score -358095.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -358119.031250 Penalty: 2645.128418
	Iteration 12Q: 3 clusters Score -358119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -358138.218750 Penalty: 2645.128418
	Iteration 13Q: 3 clusters Score -358138.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -358153.500000 Penalty: 2645.128418
	Iteration 14Q: 3 clusters Score -358153.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -358165.843750 Penalty: 2645.128418
	Iteration 15Q: 3 clusters Score -358165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -358173.125000 Penalty: 2645.128418
	Iteration 16Q: 3 clusters Score -358173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -358179.406250 Penalty: 2645.128418
	Iteration 17Q: 3 clusters Score -358179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -358189.125000 Penalty: 2645.128418
	Iteration 18Q: 3 clusters Score -358189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -358195.437500 Penalty: 2645.128418
	Iteration 19Q: 3 clusters Score -358195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -358202.968750 Penalty: 2645.128418
	Iteration 20F: 3 clusters Score -358203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -358208.968750 Penalty: 2645.128418
	Iteration 21Q: 3 clusters Score -358209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -358215.250000 Penalty: 2645.128418
	Iteration 22Q: 3 clusters Score -358215.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -358221.000000 Penalty: 2645.128418
	Iteration 23Q: 3 clusters Score -358221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -358226.125000 Penalty: 2645.128418
	Iteration 24Q: 3 clusters Score -358226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -358230.656250 Penalty: 2645.128418
	Iteration 25Q: 3 clusters Score -358230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -358234.781250 Penalty: 2645.128418
	Iteration 26Q: 3 clusters Score -358234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -358238.906250 Penalty: 2645.128418
	Iteration 27Q: 3 clusters Score -358238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358239.156250 Penalty: 2645.128418
	Iteration 28Q: 3 clusters Score -358239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -358240.375000 Penalty: 2645.128418
	Iteration 29Q: 3 clusters Score -358240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -358240.218750 Penalty: 2645.128418
	Iteration 30Q: 3 clusters Score -358240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -358240.562500 Penalty: 2645.128418
	Iteration 31Q: 3 clusters Score -358240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -358240.843750 Penalty: 2645.128418
	Iteration 32Q: 3 clusters Score -358240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -358241.656250 Penalty: 2645.128418
	Iteration 33Q: 3 clusters Score -358241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -358241.906250 Penalty: 2645.128418
	Iteration 34Q: 3 clusters Score -358241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -358241.906250 Penalty: 2645.128418
	Iteration 35F: 3 clusters Score -358241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Entering Unmasked Estep 
Score: -4451179.000000 Penalty: 1722.674683
	Iteration 0F: 2 clusters Score -4451179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4424196.500000 Penalty: 3445.349365
	Iteration 0F: 3 clusters Score -4424196 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4434425.000000 Penalty: 3445.349365
	Iteration 1F: 3 clusters Score -4434425 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4434790.000000 Penalty: 3445.349365
	Iteration 2Q: 3 clusters Score -4434790 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4435098.000000 Penalty: 3445.349365
	Iteration 3Q: 3 clusters Score -4435098 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4435441.000000 Penalty: 3445.349365
	Iteration 4Q: 3 clusters Score -4435441 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4435840.500000 Penalty: 3445.349365
	Iteration 5Q: 3 clusters Score -4435840 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4436355.500000 Penalty: 3445.349365
	Iteration 6Q: 3 clusters Score -4436356 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4437100.000000 Penalty: 3445.349365
	Iteration 7Q: 3 clusters Score -4437100 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -4438245.000000 Penalty: 3445.349365
	Iteration 8Q: 3 clusters Score -4438245 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4439931.500000 Penalty: 3445.349365
	Iteration 9F: 3 clusters Score -4439932 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4441953.500000 Penalty: 3445.349365
	Iteration 10F: 3 clusters Score -4441954 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -4443694.000000 Penalty: 3445.349365
	Iteration 11F: 3 clusters Score -4443694 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4444967.000000 Penalty: 3445.349365
	Iteration 12Q: 3 clusters Score -4444967 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4445893.500000 Penalty: 3445.349365
	Iteration 13Q: 3 clusters Score -4445894 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4446527.500000 Penalty: 3445.349365
	Iteration 14Q: 3 clusters Score -4446528 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4447114.000000 Penalty: 3445.349365
	Iteration 15Q: 3 clusters Score -4447114 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4447677.000000 Penalty: 3445.349365
	Iteration 16Q: 3 clusters Score -4447677 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4448159.500000 Penalty: 3445.349365
	Iteration 17Q: 3 clusters Score -4448160 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4448616.500000 Penalty: 3445.349365
	Iteration 18Q: 3 clusters Score -4448616 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4448934.000000 Penalty: 3445.349365
	Iteration 19Q: 3 clusters Score -4448934 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4449165.000000 Penalty: 3445.349365
	Iteration 20F: 3 clusters Score -4449165 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4449318.500000 Penalty: 3445.349365
	Iteration 21Q: 3 clusters Score -4449318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4449432.000000 Penalty: 3445.349365
	Iteration 22Q: 3 clusters Score -4449432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4449506.000000 Penalty: 3445.349365
	Iteration 23Q: 3 clusters Score -4449506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4449531.000000 Penalty: 3445.349365
	Iteration 24Q: 3 clusters Score -4449531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4449553.500000 Penalty: 3445.349365
	Iteration 25Q: 3 clusters Score -4449554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4449562.000000 Penalty: 3445.349365
	Iteration 26Q: 3 clusters Score -4449562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4449580.500000 Penalty: 3445.349365
	Iteration 27Q: 3 clusters Score -4449580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4449592.000000 Penalty: 3445.349365
	Iteration 28Q: 3 clusters Score -4449592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4449601.500000 Penalty: 3445.349365
	Iteration 29Q: 3 clusters Score -4449602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4449603.500000 Penalty: 3445.349365
	Iteration 30Q: 3 clusters Score -4449604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4449618.500000 Penalty: 3445.349365
	Iteration 31Q: 3 clusters Score -4449618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4449621.000000 Penalty: 3445.349365
	Iteration 32Q: 3 clusters Score -4449621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4449621.000000 Penalty: 3445.349365
	Iteration 33F: 3 clusters Score -4449621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Entering Unmasked Estep 
Score: -8063931.000000 Penalty: 1815.092651
	Iteration 0F: 2 clusters Score -8063931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8016554.000000 Penalty: 3630.185303
	Iteration 0F: 3 clusters Score -8016554 nChanged 33651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -8035600.000000 Penalty: 3630.185303
	Iteration 1F: 3 clusters Score -8035600 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -8036070.000000 Penalty: 3630.185303
	Iteration 2Q: 3 clusters Score -8036070 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -8036624.000000 Penalty: 3630.185303
	Iteration 3Q: 3 clusters Score -8036624 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -8037286.500000 Penalty: 3630.185303
	Iteration 4Q: 3 clusters Score -8037286 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8038042.000000 Penalty: 3630.185303
	Iteration 5Q: 3 clusters Score -8038042 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -8039145.000000 Penalty: 3630.185303
	Iteration 6Q: 3 clusters Score -8039145 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -8040607.500000 Penalty: 3630.185303
	Iteration 7Q: 3 clusters Score -8040608 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -8042868.500000 Penalty: 3630.185303
	Iteration 8F: 3 clusters Score -8042868 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -8045666.500000 Penalty: 3630.185303
	Iteration 9F: 3 clusters Score -8045666 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8048453.500000 Penalty: 3630.185303
	Iteration 10F: 3 clusters Score -8048454 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -8050372.000000 Penalty: 3630.185303
	Iteration 11Q: 3 clusters Score -8050372 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -8051437.000000 Penalty: 3630.185303
	Iteration 12Q: 3 clusters Score -8051437 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -8052016.500000 Penalty: 3630.185303
	Iteration 13Q: 3 clusters Score -8052016 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -8052596.500000 Penalty: 3630.185303
	Iteration 14Q: 3 clusters Score -8052596 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -8053233.500000 Penalty: 3630.185303
	Iteration 15Q: 3 clusters Score -8053234 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8053941.500000 Penalty: 3630.185303
	Iteration 16Q: 3 clusters Score -8053942 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -8054772.500000 Penalty: 3630.185303
	Iteration 17Q: 3 clusters Score -8054772 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -8055683.500000 Penalty: 3630.185303
	Iteration 18Q: 3 clusters Score -8055684 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -8056634.000000 Penalty: 3630.185303
	Iteration 19Q: 3 clusters Score -8056634 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -8057536.000000 Penalty: 3630.185303
	Iteration 20F: 3 clusters Score -8057536 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -8058534.000000 Penalty: 3630.185303
	Iteration 21Q: 3 clusters Score -8058534 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8059443.500000 Penalty: 3630.185303
	Iteration 22Q: 3 clusters Score -8059444 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8060264.000000 Penalty: 3630.185303
	Iteration 23Q: 3 clusters Score -8060264 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8060937.000000 Penalty: 3630.185303
	Iteration 24Q: 3 clusters Score -8060937 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8061496.000000 Penalty: 3630.185303
	Iteration 25Q: 3 clusters Score -8061496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8061885.000000 Penalty: 3630.185303
	Iteration 26Q: 3 clusters Score -8061885 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8062170.500000 Penalty: 3630.185303
	Iteration 27Q: 3 clusters Score -8062170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8062390.000000 Penalty: 3630.185303
	Iteration 28Q: 3 clusters Score -8062390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8062525.000000 Penalty: 3630.185303
	Iteration 29Q: 3 clusters Score -8062525 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8062624.500000 Penalty: 3630.185303
	Iteration 30Q: 3 clusters Score -8062624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8062683.000000 Penalty: 3630.185303
	Iteration 31Q: 3 clusters Score -8062683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8062717.500000 Penalty: 3630.185303
	Iteration 32Q: 3 clusters Score -8062718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8062729.000000 Penalty: 3630.185303
	Iteration 33Q: 3 clusters Score -8062729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8062747.500000 Penalty: 3630.185303
	Iteration 34Q: 3 clusters Score -8062748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8062762.000000 Penalty: 3630.185303
	Iteration 35Q: 3 clusters Score -8062762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8062768.000000 Penalty: 3630.185303
	Iteration 36Q: 3 clusters Score -8062768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8062764.000000 Penalty: 3630.185303
	Iteration 37Q: 3 clusters Score -8062764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8062772.000000 Penalty: 3630.185303
	Iteration 38Q: 3 clusters Score -8062772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8062776.500000 Penalty: 3630.185303
	Iteration 39Q: 3 clusters Score -8062776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8062774.000000 Penalty: 3630.185303
	Iteration 40F: 3 clusters Score -8062774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8062773.500000 Penalty: 3630.185303
	Iteration 41Q: 3 clusters Score -8062774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8062777.000000 Penalty: 3630.185303
	Iteration 42Q: 3 clusters Score -8062777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8062775.000000 Penalty: 3630.185303
	Iteration 43Q: 3 clusters Score -8062775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8062779.500000 Penalty: 3630.185303
	Iteration 44Q: 3 clusters Score -8062780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8062779.000000 Penalty: 3630.185303
	Iteration 45Q: 3 clusters Score -8062779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8062779.500000 Penalty: 3630.185303
	Iteration 46Q: 3 clusters Score -8062780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8062784.000000 Penalty: 3630.185303
	Iteration 47Q: 3 clusters Score -8062784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8062784.000000 Penalty: 3630.185303
	Iteration 48Q: 3 clusters Score -8062784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8062790.000000 Penalty: 3630.185303
	Iteration 49Q: 3 clusters Score -8062790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8062792.500000 Penalty: 3630.185303
	Iteration 50Q: 3 clusters Score -8062792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8062791.500000 Penalty: 3630.185303
	Iteration 51Q: 3 clusters Score -8062792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8062796.500000 Penalty: 3630.185303
	Iteration 52Q: 3 clusters Score -8062796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8062801.500000 Penalty: 3630.185303
	Iteration 53Q: 3 clusters Score -8062802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8062799.000000 Penalty: 3630.185303
	Iteration 54Q: 3 clusters Score -8062799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8062808.500000 Penalty: 3630.185303
	Iteration 55Q: 3 clusters Score -8062808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8062821.500000 Penalty: 3630.185303
	Iteration 56Q: 3 clusters Score -8062822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8062824.500000 Penalty: 3630.185303
	Iteration 57Q: 3 clusters Score -8062824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8062827.500000 Penalty: 3630.185303
	Iteration 58Q: 3 clusters Score -8062828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8062824.500000 Penalty: 3630.185303
	Iteration 59Q: 3 clusters Score -8062824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8062824.500000 Penalty: 3630.185303
	Iteration 60F: 3 clusters Score -8062824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -492595.468750 Penalty: 1366.597534
	Iteration 0F: 2 clusters Score -492595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -488908.062500 Penalty: 2733.195068
	Iteration 0F: 3 clusters Score -488908.1 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -489915.625000 Penalty: 2733.195068
	Iteration 1F: 3 clusters Score -489915.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -490180.031250 Penalty: 2733.195068
	Iteration 2F: 3 clusters Score -490180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -490396.562500 Penalty: 2733.195068
	Iteration 3F: 3 clusters Score -490396.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -490624.968750 Penalty: 2733.195068
	Iteration 4F: 3 clusters Score -490625 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -490862.968750 Penalty: 2733.195068
	Iteration 5F: 3 clusters Score -490863 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -491129.656250 Penalty: 2733.195068
	Iteration 6F: 3 clusters Score -491129.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -491408.937500 Penalty: 2733.195068
	Iteration 7F: 3 clusters Score -491408.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -491690.531250 Penalty: 2733.195068
	Iteration 8F: 3 clusters Score -491690.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -491942.437500 Penalty: 2733.195068
	Iteration 9F: 3 clusters Score -491942.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -492097.031250 Penalty: 2733.195068
	Iteration 10Q: 3 clusters Score -492097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -492181.250000 Penalty: 2733.195068
	Iteration 11Q: 3 clusters Score -492181.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -492248.625000 Penalty: 2733.195068
	Iteration 12Q: 3 clusters Score -492248.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -492293.031250 Penalty: 2733.195068
	Iteration 13Q: 3 clusters Score -492293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -492326.093750 Penalty: 2733.195068
	Iteration 14Q: 3 clusters Score -492326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -492344.593750 Penalty: 2733.195068
	Iteration 15Q: 3 clusters Score -492344.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -492359.250000 Penalty: 2733.195068
	Iteration 16Q: 3 clusters Score -492359.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -492371.062500 Penalty: 2733.195068
	Iteration 17Q: 3 clusters Score -492371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -492384.218750 Penalty: 2733.195068
	Iteration 18Q: 3 clusters Score -492384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -492397.875000 Penalty: 2733.195068
	Iteration 19Q: 3 clusters Score -492397.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -492409.375000 Penalty: 2733.195068
	Iteration 20F: 3 clusters Score -492409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -492415.687500 Penalty: 2733.195068
	Iteration 21Q: 3 clusters Score -492415.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -492420.968750 Penalty: 2733.195068
	Iteration 22Q: 3 clusters Score -492421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -492425.343750 Penalty: 2733.195068
	Iteration 23Q: 3 clusters Score -492425.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -492429.437500 Penalty: 2733.195068
	Iteration 24Q: 3 clusters Score -492429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -492430.968750 Penalty: 2733.195068
	Iteration 25Q: 3 clusters Score -492431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -492432.312500 Penalty: 2733.195068
	Iteration 26Q: 3 clusters Score -492432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -492432.312500 Penalty: 2733.195068
	Iteration 27Q: 3 clusters Score -492432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -492434.500000 Penalty: 2733.195068
	Iteration 28Q: 3 clusters Score -492434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -492434.531250 Penalty: 2733.195068
	Iteration 29Q: 3 clusters Score -492434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -492435.125000 Penalty: 2733.195068
	Iteration 30Q: 3 clusters Score -492435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -492436.093750 Penalty: 2733.195068
	Iteration 31Q: 3 clusters Score -492436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -492437.968750 Penalty: 2733.195068
	Iteration 32Q: 3 clusters Score -492438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -492438.875000 Penalty: 2733.195068
	Iteration 33Q: 3 clusters Score -492438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -492439.500000 Penalty: 2733.195068
	Iteration 34Q: 3 clusters Score -492439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -492440.000000 Penalty: 2733.195068
	Iteration 35Q: 3 clusters Score -492440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -492440.062500 Penalty: 2733.195068
	Iteration 36Q: 3 clusters Score -492440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -492440.156250 Penalty: 2733.195068
	Iteration 37Q: 3 clusters Score -492440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -492440.156250 Penalty: 2733.195068
	Iteration 38F: 3 clusters Score -492440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Entering Unmasked Estep 
Score: -10537360.000000 Penalty: 1859.422363
	Iteration 0F: 2 clusters Score -1.053736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -10475472.000000 Penalty: 3718.844727
	Iteration 0F: 3 clusters Score -1.047547e+07 nChanged 44534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -10500934.000000 Penalty: 3718.844727
	Iteration 1F: 3 clusters Score -1.050093e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10501638.000000 Penalty: 3718.844727
	Iteration 2Q: 3 clusters Score -1.050164e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -10502459.000000 Penalty: 3718.844727
	Iteration 3Q: 3 clusters Score -1.050246e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -10503395.000000 Penalty: 3718.844727
	Iteration 4Q: 3 clusters Score -1.05034e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -10504839.000000 Penalty: 3718.844727
	Iteration 5Q: 3 clusters Score -1.050484e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -10506735.000000 Penalty: 3718.844727
	Iteration 6Q: 3 clusters Score -1.050674e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -10509052.000000 Penalty: 3718.844727
	Iteration 7Q: 3 clusters Score -1.050905e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10512016.000000 Penalty: 3718.844727
	Iteration 8F: 3 clusters Score -1.051202e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -10515555.000000 Penalty: 3718.844727
	Iteration 9F: 3 clusters Score -1.051556e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -10519204.000000 Penalty: 3718.844727
	Iteration 10F: 3 clusters Score -1.05192e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 3718.844727
	Iteration 11F: 3 clusters Score -1.052243e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -10524364.000000 Penalty: 3718.844727
	Iteration 12Q: 3 clusters Score -1.052436e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -10525262.000000 Penalty: 3718.844727
	Iteration 13Q: 3 clusters Score -1.052526e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10525643.000000 Penalty: 3718.844727
	Iteration 14Q: 3 clusters Score -1.052564e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -10525852.000000 Penalty: 3718.844727
	Iteration 15Q: 3 clusters Score -1.052585e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -10526006.000000 Penalty: 3718.844727
	Iteration 16Q: 3 clusters Score -1.052601e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10526086.000000 Penalty: 3718.844727
	Iteration 17Q: 3 clusters Score -1.052609e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -10526212.000000 Penalty: 3718.844727
	Iteration 18Q: 3 clusters Score -1.052621e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -10526334.000000 Penalty: 3718.844727
	Iteration 19Q: 3 clusters Score -1.052633e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -10526468.000000 Penalty: 3718.844727
	Iteration 20F: 3 clusters Score -1.052647e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -10526621.000000 Penalty: 3718.844727
	Iteration 21Q: 3 clusters Score -1.052662e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -10526693.000000 Penalty: 3718.844727
	Iteration 22Q: 3 clusters Score -1.052669e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -10526804.000000 Penalty: 3718.844727
	Iteration 23Q: 3 clusters Score -1.05268e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -10526965.000000 Penalty: 3718.844727
	Iteration 24Q: 3 clusters Score -1.052696e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -10527100.000000 Penalty: 3718.844727
	Iteration 25Q: 3 clusters Score -1.05271e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -10527223.000000 Penalty: 3718.844727
	Iteration 26Q: 3 clusters Score -1.052722e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -10527406.000000 Penalty: 3718.844727
	Iteration 27Q: 3 clusters Score -1.052741e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -10527544.000000 Penalty: 3718.844727
	Iteration 28Q: 3 clusters Score -1.052754e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -10527723.000000 Penalty: 3718.844727
	Iteration 29Q: 3 clusters Score -1.052772e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -10527938.000000 Penalty: 3718.844727
	Iteration 30Q: 3 clusters Score -1.052794e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -10528083.000000 Penalty: 3718.844727
	Iteration 31Q: 3 clusters Score -1.052808e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -10528299.000000 Penalty: 3718.844727
	Iteration 32Q: 3 clusters Score -1.05283e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -10528552.000000 Penalty: 3718.844727
	Iteration 33Q: 3 clusters Score -1.052855e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -10528753.000000 Penalty: 3718.844727
	Iteration 34Q: 3 clusters Score -1.052875e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -10528995.000000 Penalty: 3718.844727
	Iteration 35Q: 3 clusters Score -1.0529e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -10529283.000000 Penalty: 3718.844727
	Iteration 36Q: 3 clusters Score -1.052928e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -10529629.000000 Penalty: 3718.844727
	Iteration 37Q: 3 clusters Score -1.052963e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -10529914.000000 Penalty: 3718.844727
	Iteration 38Q: 3 clusters Score -1.052991e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -10530277.000000 Penalty: 3718.844727
	Iteration 39Q: 3 clusters Score -1.053028e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -10530658.000000 Penalty: 3718.844727
	Iteration 40F: 3 clusters Score -1.053066e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -10531060.000000 Penalty: 3718.844727
	Iteration 41Q: 3 clusters Score -1.053106e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -10531410.000000 Penalty: 3718.844727
	Iteration 42Q: 3 clusters Score -1.053141e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -10531754.000000 Penalty: 3718.844727
	Iteration 43Q: 3 clusters Score -1.053175e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -10532136.000000 Penalty: 3718.844727
	Iteration 44Q: 3 clusters Score -1.053214e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10532526.000000 Penalty: 3718.844727
	Iteration 45Q: 3 clusters Score -1.053253e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -10532877.000000 Penalty: 3718.844727
	Iteration 46Q: 3 clusters Score -1.053288e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -10533217.000000 Penalty: 3718.844727
	Iteration 47Q: 3 clusters Score -1.053322e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -10533531.000000 Penalty: 3718.844727
	Iteration 48Q: 3 clusters Score -1.053353e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -10533846.000000 Penalty: 3718.844727
	Iteration 49Q: 3 clusters Score -1.053385e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -10534130.000000 Penalty: 3718.844727
	Iteration 50Q: 3 clusters Score -1.053413e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10534349.000000 Penalty: 3718.844727
	Iteration 51Q: 3 clusters Score -1.053435e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -10534559.000000 Penalty: 3718.844727
	Iteration 52Q: 3 clusters Score -1.053456e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10534852.000000 Penalty: 3718.844727
	Iteration 53Q: 3 clusters Score -1.053485e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -10534969.000000 Penalty: 3718.844727
	Iteration 54Q: 3 clusters Score -1.053497e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -10535104.000000 Penalty: 3718.844727
	Iteration 55Q: 3 clusters Score -1.05351e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10535223.000000 Penalty: 3718.844727
	Iteration 56Q: 3 clusters Score -1.053522e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -10535293.000000 Penalty: 3718.844727
	Iteration 57Q: 3 clusters Score -1.053529e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10535353.000000 Penalty: 3718.844727
	Iteration 58Q: 3 clusters Score -1.053535e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10535426.000000 Penalty: 3718.844727
	Iteration 59Q: 3 clusters Score -1.053543e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10535476.000000 Penalty: 3718.844727
	Iteration 60F: 3 clusters Score -1.053548e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -10535505.000000 Penalty: 3718.844727
	Iteration 61Q: 3 clusters Score -1.05355e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10535510.000000 Penalty: 3718.844727
	Iteration 62Q: 3 clusters Score -1.053551e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10535515.000000 Penalty: 3718.844727
	Iteration 63Q: 3 clusters Score -1.053552e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10535555.000000 Penalty: 3718.844727
	Iteration 64Q: 3 clusters Score -1.053556e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10535559.000000 Penalty: 3718.844727
	Iteration 65Q: 3 clusters Score -1.053556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10535612.000000 Penalty: 3718.844727
	Iteration 66Q: 3 clusters Score -1.053561e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10535635.000000 Penalty: 3718.844727
	Iteration 67Q: 3 clusters Score -1.053564e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10535671.000000 Penalty: 3718.844727
	Iteration 68Q: 3 clusters Score -1.053567e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10535702.000000 Penalty: 3718.844727
	Iteration 69Q: 3 clusters Score -1.05357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10535706.000000 Penalty: 3718.844727
	Iteration 70Q: 3 clusters Score -1.053571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10535707.000000 Penalty: 3718.844727
	Iteration 71Q: 3 clusters Score -1.053571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10535723.000000 Penalty: 3718.844727
	Iteration 72Q: 3 clusters Score -1.053572e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10535738.000000 Penalty: 3718.844727
	Iteration 73Q: 3 clusters Score -1.053574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10535741.000000 Penalty: 3718.844727
	Iteration 74Q: 3 clusters Score -1.053574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10535740.000000 Penalty: 3718.844727
	Iteration 75Q: 3 clusters Score -1.053574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10535734.000000 Penalty: 3718.844727
	Iteration 76Q: 3 clusters Score -1.053573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10535751.000000 Penalty: 3718.844727
	Iteration 77Q: 3 clusters Score -1.053575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10535748.000000 Penalty: 3718.844727
	Iteration 78Q: 3 clusters Score -1.053575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10535738.000000 Penalty: 3718.844727
	Iteration 79Q: 3 clusters Score -1.053574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10535751.000000 Penalty: 3718.844727
	Iteration 80F: 3 clusters Score -1.053575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10535753.000000 Penalty: 3718.844727
	Iteration 81Q: 3 clusters Score -1.053575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10535763.000000 Penalty: 3718.844727
	Iteration 82Q: 3 clusters Score -1.053576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10535769.000000 Penalty: 3718.844727
	Iteration 83Q: 3 clusters Score -1.053577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10535774.000000 Penalty: 3718.844727
	Iteration 84Q: 3 clusters Score -1.053577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10535766.000000 Penalty: 3718.844727
	Iteration 85Q: 3 clusters Score -1.053577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10535768.000000 Penalty: 3718.844727
	Iteration 86Q: 3 clusters Score -1.053577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10535769.000000 Penalty: 3718.844727
	Iteration 87Q: 3 clusters Score -1.053577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10535771.000000 Penalty: 3718.844727
	Iteration 88Q: 3 clusters Score -1.053577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10535774.000000 Penalty: 3718.844727
	Iteration 89Q: 3 clusters Score -1.053577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10535771.000000 Penalty: 3718.844727
	Iteration 90Q: 3 clusters Score -1.053577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10535778.000000 Penalty: 3718.844727
	Iteration 91Q: 3 clusters Score -1.053578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10535778.000000 Penalty: 3718.844727
	Iteration 92F: 3 clusters Score -1.053578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Entering Unmasked Estep 
Score: -9978511.000000 Penalty: 1850.319214
	Iteration 0F: 2 clusters Score -9978511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -9919966.000000 Penalty: 3700.638428
	Iteration 0F: 3 clusters Score -9919966 nChanged 42103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -9944292.000000 Penalty: 3700.638428
	Iteration 1F: 3 clusters Score -9944292 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -9944906.000000 Penalty: 3700.638428
	Iteration 2Q: 3 clusters Score -9944906 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9945547.000000 Penalty: 3700.638428
	Iteration 3Q: 3 clusters Score -9945547 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -9946441.000000 Penalty: 3700.638428
	Iteration 4Q: 3 clusters Score -9946441 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -9947792.000000 Penalty: 3700.638428
	Iteration 5Q: 3 clusters Score -9947792 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9949860.000000 Penalty: 3700.638428
	Iteration 6Q: 3 clusters Score -9949860 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -9953402.000000 Penalty: 3700.638428
	Iteration 7F: 3 clusters Score -9953402 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -9958639.000000 Penalty: 3700.638428
	Iteration 8F: 3 clusters Score -9958639 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -9964493.000000 Penalty: 3700.638428
	Iteration 9F: 3 clusters Score -9964493 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -9969113.000000 Penalty: 3700.638428
	Iteration 10F: 3 clusters Score -9969113 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -9972200.000000 Penalty: 3700.638428
	Iteration 11Q: 3 clusters Score -9972200 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -9973814.000000 Penalty: 3700.638428
	Iteration 12Q: 3 clusters Score -9973814 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -9974725.000000 Penalty: 3700.638428
	Iteration 13Q: 3 clusters Score -9974725 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -9975241.000000 Penalty: 3700.638428
	Iteration 14Q: 3 clusters Score -9975241 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -9975625.000000 Penalty: 3700.638428
	Iteration 15Q: 3 clusters Score -9975625 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -9975938.000000 Penalty: 3700.638428
	Iteration 16Q: 3 clusters Score -9975938 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -9976202.000000 Penalty: 3700.638428
	Iteration 17Q: 3 clusters Score -9976202 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -9976398.000000 Penalty: 3700.638428
	Iteration 18Q: 3 clusters Score -9976398 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -9976572.000000 Penalty: 3700.638428
	Iteration 19Q: 3 clusters Score -9976572 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9976703.000000 Penalty: 3700.638428
	Iteration 20F: 3 clusters Score -9976703 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -9976819.000000 Penalty: 3700.638428
	Iteration 21Q: 3 clusters Score -9976819 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9976882.000000 Penalty: 3700.638428
	Iteration 22Q: 3 clusters Score -9976882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9976985.000000 Penalty: 3700.638428
	Iteration 23Q: 3 clusters Score -9976985 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -9977029.000000 Penalty: 3700.638428
	Iteration 24Q: 3 clusters Score -9977029 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9977041.000000 Penalty: 3700.638428
	Iteration 25Q: 3 clusters Score -9977041 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9977145.000000 Penalty: 3700.638428
	Iteration 26Q: 3 clusters Score -9977145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9977143.000000 Penalty: 3700.638428
	Iteration 27Q: 3 clusters Score -9977143 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9977160.000000 Penalty: 3700.638428
	Iteration 28Q: 3 clusters Score -9977160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9977173.000000 Penalty: 3700.638428
	Iteration 29Q: 3 clusters Score -9977173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9977192.000000 Penalty: 3700.638428
	Iteration 30Q: 3 clusters Score -9977192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9977183.000000 Penalty: 3700.638428
	Iteration 31Q: 3 clusters Score -9977183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9977215.000000 Penalty: 3700.638428
	Iteration 32Q: 3 clusters Score -9977215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9977214.000000 Penalty: 3700.638428
	Iteration 33Q: 3 clusters Score -9977214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9977242.000000 Penalty: 3700.638428
	Iteration 34Q: 3 clusters Score -9977242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9977267.000000 Penalty: 3700.638428
	Iteration 35Q: 3 clusters Score -9977267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9977245.000000 Penalty: 3700.638428
	Iteration 36Q: 3 clusters Score -9977245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9977236.000000 Penalty: 3700.638428
	Iteration 37Q: 3 clusters Score -9977236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9977246.000000 Penalty: 3700.638428
	Iteration 38Q: 3 clusters Score -9977246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9977247.000000 Penalty: 3700.638428
	Iteration 39Q: 3 clusters Score -9977247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9977258.000000 Penalty: 3700.638428
	Iteration 40F: 3 clusters Score -9977258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9977265.000000 Penalty: 3700.638428
	Iteration 41Q: 3 clusters Score -9977265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9977280.000000 Penalty: 3700.638428
	Iteration 42Q: 3 clusters Score -9977280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9977293.000000 Penalty: 3700.638428
	Iteration 43Q: 3 clusters Score -9977293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9977314.000000 Penalty: 3700.638428
	Iteration 44Q: 3 clusters Score -9977314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9977324.000000 Penalty: 3700.638428
	Iteration 45Q: 3 clusters Score -9977324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9977338.000000 Penalty: 3700.638428
	Iteration 46Q: 3 clusters Score -9977338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9977328.000000 Penalty: 3700.638428
	Iteration 47Q: 3 clusters Score -9977328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9977331.000000 Penalty: 3700.638428
	Iteration 48Q: 3 clusters Score -9977331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9977345.000000 Penalty: 3700.638428
	Iteration 49Q: 3 clusters Score -9977345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9977342.000000 Penalty: 3700.638428
	Iteration 50Q: 3 clusters Score -9977342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9977350.000000 Penalty: 3700.638428
	Iteration 51Q: 3 clusters Score -9977350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9977352.000000 Penalty: 3700.638428
	Iteration 52Q: 3 clusters Score -9977352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9977343.000000 Penalty: 3700.638428
	Iteration 53Q: 3 clusters Score -9977343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9977345.000000 Penalty: 3700.638428
	Iteration 54Q: 3 clusters Score -9977345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9977340.000000 Penalty: 3700.638428
	Iteration 55Q: 3 clusters Score -9977340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9977348.000000 Penalty: 3700.638428
	Iteration 56Q: 3 clusters Score -9977348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9977366.000000 Penalty: 3700.638428
	Iteration 57Q: 3 clusters Score -9977366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9977356.000000 Penalty: 3700.638428
	Iteration 58Q: 3 clusters Score -9977356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9977377.000000 Penalty: 3700.638428
	Iteration 59Q: 3 clusters Score -9977377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9977381.000000 Penalty: 3700.638428
	Iteration 60F: 3 clusters Score -9977381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9977379.000000 Penalty: 3700.638428
	Iteration 61Q: 3 clusters Score -9977379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9977370.000000 Penalty: 3700.638428
	Iteration 62Q: 3 clusters Score -9977370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9977375.000000 Penalty: 3700.638428
	Iteration 63Q: 3 clusters Score -9977375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9977377.000000 Penalty: 3700.638428
	Iteration 64Q: 3 clusters Score -9977377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9977380.000000 Penalty: 3700.638428
	Iteration 65Q: 3 clusters Score -9977380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9977382.000000 Penalty: 3700.638428
	Iteration 66Q: 3 clusters Score -9977382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9977388.000000 Penalty: 3700.638428
	Iteration 67Q: 3 clusters Score -9977388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9977383.000000 Penalty: 3700.638428
	Iteration 68Q: 3 clusters Score -9977383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9977383.000000 Penalty: 3700.638428
	Iteration 69Q: 3 clusters Score -9977383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9977372.000000 Penalty: 3700.638428
	Iteration 70Q: 3 clusters Score -9977372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9977379.000000 Penalty: 3700.638428
	Iteration 71Q: 3 clusters Score -9977379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9977381.000000 Penalty: 3700.638428
	Iteration 72Q: 3 clusters Score -9977381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9977387.000000 Penalty: 3700.638428
	Iteration 73Q: 3 clusters Score -9977387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9977382.000000 Penalty: 3700.638428
	Iteration 74Q: 3 clusters Score -9977382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9977377.000000 Penalty: 3700.638428
	Iteration 75Q: 3 clusters Score -9977377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9977386.000000 Penalty: 3700.638428
	Iteration 76Q: 3 clusters Score -9977386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9977377.000000 Penalty: 3700.638428
	Iteration 77Q: 3 clusters Score -9977377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9977378.000000 Penalty: 3700.638428
	Iteration 78Q: 3 clusters Score -9977378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9977369.000000 Penalty: 3700.638428
	Iteration 79Q: 3 clusters Score -9977369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9977367.000000 Penalty: 3700.638428
	Iteration 80F: 3 clusters Score -9977367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9977364.000000 Penalty: 3700.638428
	Iteration 81Q: 3 clusters Score -9977364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9977365.000000 Penalty: 3700.638428
	Iteration 82Q: 3 clusters Score -9977365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9977362.000000 Penalty: 3700.638428
	Iteration 83Q: 3 clusters Score -9977362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9977356.000000 Penalty: 3700.638428
	Iteration 84Q: 3 clusters Score -9977356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87273 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9977366.000000 Penalty: 3700.638428
	Iteration 85Q: 3 clusters Score -9977366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9977357.000000 Penalty: 3700.638428
	Iteration 86Q: 3 clusters Score -9977357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9977358.000000 Penalty: 3700.638428
	Iteration 87Q: 3 clusters Score -9977358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9977361.000000 Penalty: 3700.638428
	Iteration 88Q: 3 clusters Score -9977361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9977358.000000 Penalty: 3700.638428
	Iteration 89Q: 3 clusters Score -9977358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9977358.000000 Penalty: 3700.638428
	Iteration 90F: 3 clusters Score -9977358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Entering Unmasked Estep 
Score: -15936438.000000 Penalty: 1927.379517
	Iteration 0F: 2 clusters Score -1.593644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -15846557.000000 Penalty: 3854.759033
	Iteration 0F: 3 clusters Score -1.584656e+07 nChanged 67942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -15886274.000000 Penalty: 3854.759033
	Iteration 1F: 3 clusters Score -1.588627e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -15886935.000000 Penalty: 3854.759033
	Iteration 2Q: 3 clusters Score -1.588694e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -15887740.000000 Penalty: 3854.759033
	Iteration 3Q: 3 clusters Score -1.588774e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -15888958.000000 Penalty: 3854.759033
	Iteration 4Q: 3 clusters Score -1.588896e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -15890674.000000 Penalty: 3854.759033
	Iteration 5Q: 3 clusters Score -1.589067e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -15893419.000000 Penalty: 3854.759033
	Iteration 6Q: 3 clusters Score -1.589342e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -15897243.000000 Penalty: 3854.759033
	Iteration 7Q: 3 clusters Score -1.589724e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -15902585.000000 Penalty: 3854.759033
	Iteration 8F: 3 clusters Score -1.590258e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -15908932.000000 Penalty: 3854.759033
	Iteration 9F: 3 clusters Score -1.590893e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -15915253.000000 Penalty: 3854.759033
	Iteration 10F: 3 clusters Score -1.591525e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -15919872.000000 Penalty: 3854.759033
	Iteration 11F: 3 clusters Score -1.591987e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -15922010.000000 Penalty: 3854.759033
	Iteration 12Q: 3 clusters Score -1.592201e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -15922576.000000 Penalty: 3854.759033
	Iteration 13Q: 3 clusters Score -1.592258e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -15922807.000000 Penalty: 3854.759033
	Iteration 14Q: 3 clusters Score -1.592281e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -15923118.000000 Penalty: 3854.759033
	Iteration 15Q: 3 clusters Score -1.592312e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -15923301.000000 Penalty: 3854.759033
	Iteration 16Q: 3 clusters Score -1.59233e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -15923499.000000 Penalty: 3854.759033
	Iteration 17Q: 3 clusters Score -1.59235e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -15923644.000000 Penalty: 3854.759033
	Iteration 18Q: 3 clusters Score -1.592364e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -15923754.000000 Penalty: 3854.759033
	Iteration 19Q: 3 clusters Score -1.592375e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -15923959.000000 Penalty: 3854.759033
	Iteration 20F: 3 clusters Score -1.592396e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -15924167.000000 Penalty: 3854.759033
	Iteration 21Q: 3 clusters Score -1.592417e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -15924424.000000 Penalty: 3854.759033
	Iteration 22Q: 3 clusters Score -1.592442e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -15924523.000000 Penalty: 3854.759033
	Iteration 23Q: 3 clusters Score -1.592452e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -15924798.000000 Penalty: 3854.759033
	Iteration 24Q: 3 clusters Score -1.59248e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -15925034.000000 Penalty: 3854.759033
	Iteration 25Q: 3 clusters Score -1.592503e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -15925193.000000 Penalty: 3854.759033
	Iteration 26Q: 3 clusters Score -1.592519e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -15925385.000000 Penalty: 3854.759033
	Iteration 27Q: 3 clusters Score -1.592538e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -15925575.000000 Penalty: 3854.759033
	Iteration 28Q: 3 clusters Score -1.592558e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -15925742.000000 Penalty: 3854.759033
	Iteration 29Q: 3 clusters Score -1.592574e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -15925763.000000 Penalty: 3854.759033
	Iteration 30Q: 3 clusters Score -1.592576e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -15925901.000000 Penalty: 3854.759033
	Iteration 31Q: 3 clusters Score -1.59259e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -15925937.000000 Penalty: 3854.759033
	Iteration 32Q: 3 clusters Score -1.592594e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -15925969.000000 Penalty: 3854.759033
	Iteration 33Q: 3 clusters Score -1.592597e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -15926064.000000 Penalty: 3854.759033
	Iteration 34Q: 3 clusters Score -1.592606e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -15926107.000000 Penalty: 3854.759033
	Iteration 35Q: 3 clusters Score -1.592611e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -15926137.000000 Penalty: 3854.759033
	Iteration 36Q: 3 clusters Score -1.592614e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -15926183.000000 Penalty: 3854.759033
	Iteration 37Q: 3 clusters Score -1.592618e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -15926134.000000 Penalty: 3854.759033
	Iteration 38Q: 3 clusters Score -1.592613e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -15926155.000000 Penalty: 3854.759033
	Iteration 39Q: 3 clusters Score -1.592616e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -15926213.000000 Penalty: 3854.759033
	Iteration 40F: 3 clusters Score -1.592621e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -15926252.000000 Penalty: 3854.759033
	Iteration 41Q: 3 clusters Score -1.592625e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -15926248.000000 Penalty: 3854.759033
	Iteration 42Q: 3 clusters Score -1.592625e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -15926239.000000 Penalty: 3854.759033
	Iteration 43Q: 3 clusters Score -1.592624e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -15926301.000000 Penalty: 3854.759033
	Iteration 44Q: 3 clusters Score -1.59263e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -15926294.000000 Penalty: 3854.759033
	Iteration 45Q: 3 clusters Score -1.592629e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -15926224.000000 Penalty: 3854.759033
	Iteration 46Q: 3 clusters Score -1.592622e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -15926293.000000 Penalty: 3854.759033
	Iteration 47Q: 3 clusters Score -1.592629e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -15926301.000000 Penalty: 3854.759033
	Iteration 48Q: 3 clusters Score -1.59263e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -15926287.000000 Penalty: 3854.759033
	Iteration 49Q: 3 clusters Score -1.592629e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -15926294.000000 Penalty: 3854.759033
	Iteration 50Q: 3 clusters Score -1.592629e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -15926292.000000 Penalty: 3854.759033
	Iteration 51Q: 3 clusters Score -1.592629e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -15926314.000000 Penalty: 3854.759033
	Iteration 52Q: 3 clusters Score -1.592631e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -15926321.000000 Penalty: 3854.759033
	Iteration 53Q: 3 clusters Score -1.592632e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -15926315.000000 Penalty: 3854.759033
	Iteration 54Q: 3 clusters Score -1.592632e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -15926286.000000 Penalty: 3854.759033
	Iteration 55Q: 3 clusters Score -1.592629e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -15926275.000000 Penalty: 3854.759033
	Iteration 56Q: 3 clusters Score -1.592628e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -15926289.000000 Penalty: 3854.759033
	Iteration 57Q: 3 clusters Score -1.592629e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -15926285.000000 Penalty: 3854.759033
	Iteration 58Q: 3 clusters Score -1.592628e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -15926291.000000 Penalty: 3854.759033
	Iteration 59Q: 3 clusters Score -1.592629e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -15926303.000000 Penalty: 3854.759033
	Iteration 60F: 3 clusters Score -1.59263e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -15926304.000000 Penalty: 3854.759033
	Iteration 61Q: 3 clusters Score -1.59263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -15926345.000000 Penalty: 3854.759033
	Iteration 62Q: 3 clusters Score -1.592634e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -15926335.000000 Penalty: 3854.759033
	Iteration 63Q: 3 clusters Score -1.592634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -15926328.000000 Penalty: 3854.759033
	Iteration 64Q: 3 clusters Score -1.592633e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -15926339.000000 Penalty: 3854.759033
	Iteration 65Q: 3 clusters Score -1.592634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -15926338.000000 Penalty: 3854.759033
	Iteration 66Q: 3 clusters Score -1.592634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -15926316.000000 Penalty: 3854.759033
	Iteration 67Q: 3 clusters Score -1.592632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -15926315.000000 Penalty: 3854.759033
	Iteration 68Q: 3 clusters Score -1.592632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -15926309.000000 Penalty: 3854.759033
	Iteration 69Q: 3 clusters Score -1.592631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -15926311.000000 Penalty: 3854.759033
	Iteration 70Q: 3 clusters Score -1.592631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -15926315.000000 Penalty: 3854.759033
	Iteration 71Q: 3 clusters Score -1.592632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -15926319.000000 Penalty: 3854.759033
	Iteration 72Q: 3 clusters Score -1.592632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -15926318.000000 Penalty: 3854.759033
	Iteration 73Q: 3 clusters Score -1.592632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -15926314.000000 Penalty: 3854.759033
	Iteration 74Q: 3 clusters Score -1.592631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -15926312.000000 Penalty: 3854.759033
	Iteration 75Q: 3 clusters Score -1.592631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -15926321.000000 Penalty: 3854.759033
	Iteration 76Q: 3 clusters Score -1.592632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -15926304.000000 Penalty: 3854.759033
	Iteration 77Q: 3 clusters Score -1.59263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -15926308.000000 Penalty: 3854.759033
	Iteration 78Q: 3 clusters Score -1.592631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -15926297.000000 Penalty: 3854.759033
	Iteration 79Q: 3 clusters Score -1.59263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -15926308.000000 Penalty: 3854.759033
	Iteration 80F: 3 clusters Score -1.592631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -15926316.000000 Penalty: 3854.759033
	Iteration 81Q: 3 clusters Score -1.592632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -15926315.000000 Penalty: 3854.759033
	Iteration 82Q: 3 clusters Score -1.592632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -15926316.000000 Penalty: 3854.759033
	Iteration 83Q: 3 clusters Score -1.592632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -15926313.000000 Penalty: 3854.759033
	Iteration 84Q: 3 clusters Score -1.592631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -15926311.000000 Penalty: 3854.759033
	Iteration 85Q: 3 clusters Score -1.592631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -15926320.000000 Penalty: 3854.759033
	Iteration 86Q: 3 clusters Score -1.592632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -15926321.000000 Penalty: 3854.759033
	Iteration 87Q: 3 clusters Score -1.592632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -15926303.000000 Penalty: 3854.759033
	Iteration 88Q: 3 clusters Score -1.59263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -15926307.000000 Penalty: 3854.759033
	Iteration 89Q: 3 clusters Score -1.592631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -15926305.000000 Penalty: 3854.759033
	Iteration 90Q: 3 clusters Score -1.59263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -15926295.000000 Penalty: 3854.759033
	Iteration 91Q: 3 clusters Score -1.59263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -15926303.000000 Penalty: 3854.759033
	Iteration 92Q: 3 clusters Score -1.59263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -15926308.000000 Penalty: 3854.759033
	Iteration 93Q: 3 clusters Score -1.592631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -15926305.000000 Penalty: 3854.759033
	Iteration 94Q: 3 clusters Score -1.59263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -15926296.000000 Penalty: 3854.759033
	Iteration 95Q: 3 clusters Score -1.59263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -15926314.000000 Penalty: 3854.759033
	Iteration 96Q: 3 clusters Score -1.592631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -15926317.000000 Penalty: 3854.759033
	Iteration 97Q: 3 clusters Score -1.592632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -15926315.000000 Penalty: 3854.759033
	Iteration 98Q: 3 clusters Score -1.592632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -15926314.000000 Penalty: 3854.759033
	Iteration 99Q: 3 clusters Score -1.592631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -15926323.000000 Penalty: 3854.759033
	Iteration 100F: 3 clusters Score -1.592632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -15926334.000000 Penalty: 3854.759033
	Iteration 101Q: 3 clusters Score -1.592633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -15926333.000000 Penalty: 3854.759033
	Iteration 102Q: 3 clusters Score -1.592633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -15926332.000000 Penalty: 3854.759033
	Iteration 103Q: 3 clusters Score -1.592633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -15926326.000000 Penalty: 3854.759033
	Iteration 104Q: 3 clusters Score -1.592633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -15926329.000000 Penalty: 3854.759033
	Iteration 105Q: 3 clusters Score -1.592633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -15926329.000000 Penalty: 3854.759033
	Iteration 106F: 3 clusters Score -1.592633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Entering Unmasked Estep 
Score: -1301724.500000 Penalty: 1517.186523
	Iteration 0F: 2 clusters Score -1301724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1293723.000000 Penalty: 3034.373047
	Iteration 0F: 3 clusters Score -1293723 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1296335.125000 Penalty: 3034.373047
	Iteration 1F: 3 clusters Score -1296335 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1296611.500000 Penalty: 3034.373047
	Iteration 2F: 3 clusters Score -1296612 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1296842.000000 Penalty: 3034.373047
	Iteration 3F: 3 clusters Score -1296842 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1297046.125000 Penalty: 3034.373047
	Iteration 4Q: 3 clusters Score -1297046 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1297251.750000 Penalty: 3034.373047
	Iteration 5Q: 3 clusters Score -1297252 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1297483.625000 Penalty: 3034.373047
	Iteration 6Q: 3 clusters Score -1297484 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1297795.500000 Penalty: 3034.373047
	Iteration 7Q: 3 clusters Score -1297796 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1298166.625000 Penalty: 3034.373047
	Iteration 8Q: 3 clusters Score -1298167 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1298535.625000 Penalty: 3034.373047
	Iteration 9Q: 3 clusters Score -1298536 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1298899.125000 Penalty: 3034.373047
	Iteration 10Q: 3 clusters Score -1298899 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1299158.500000 Penalty: 3034.373047
	Iteration 11Q: 3 clusters Score -1299158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1299292.500000 Penalty: 3034.373047
	Iteration 12Q: 3 clusters Score -1299292 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1299361.750000 Penalty: 3034.373047
	Iteration 13Q: 3 clusters Score -1299362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1299405.250000 Penalty: 3034.373047
	Iteration 14Q: 3 clusters Score -1299405 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1299446.875000 Penalty: 3034.373047
	Iteration 15Q: 3 clusters Score -1299447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1299488.750000 Penalty: 3034.373047
	Iteration 16Q: 3 clusters Score -1299489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1299521.000000 Penalty: 3034.373047
	Iteration 17Q: 3 clusters Score -1299521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1299548.250000 Penalty: 3034.373047
	Iteration 18Q: 3 clusters Score -1299548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1299577.375000 Penalty: 3034.373047
	Iteration 19Q: 3 clusters Score -1299577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1299609.000000 Penalty: 3034.373047
	Iteration 20F: 3 clusters Score -1299609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1299634.500000 Penalty: 3034.373047
	Iteration 21Q: 3 clusters Score -1299634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1299651.125000 Penalty: 3034.373047
	Iteration 22Q: 3 clusters Score -1299651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1299668.750000 Penalty: 3034.373047
	Iteration 23Q: 3 clusters Score -1299669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1299683.375000 Penalty: 3034.373047
	Iteration 24Q: 3 clusters Score -1299683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1299694.750000 Penalty: 3034.373047
	Iteration 25Q: 3 clusters Score -1299695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1299706.875000 Penalty: 3034.373047
	Iteration 26Q: 3 clusters Score -1299707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1299719.375000 Penalty: 3034.373047
	Iteration 27Q: 3 clusters Score -1299719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1299730.250000 Penalty: 3034.373047
	Iteration 28Q: 3 clusters Score -1299730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1299739.375000 Penalty: 3034.373047
	Iteration 29Q: 3 clusters Score -1299739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1299746.875000 Penalty: 3034.373047
	Iteration 30Q: 3 clusters Score -1299747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1299758.625000 Penalty: 3034.373047
	Iteration 31Q: 3 clusters Score -1299759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1299768.750000 Penalty: 3034.373047
	Iteration 32Q: 3 clusters Score -1299769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1299772.625000 Penalty: 3034.373047
	Iteration 33Q: 3 clusters Score -1299773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1299781.375000 Penalty: 3034.373047
	Iteration 34Q: 3 clusters Score -1299781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1299786.375000 Penalty: 3034.373047
	Iteration 35Q: 3 clusters Score -1299786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1299790.375000 Penalty: 3034.373047
	Iteration 36Q: 3 clusters Score -1299790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1299799.375000 Penalty: 3034.373047
	Iteration 37Q: 3 clusters Score -1299799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1299808.000000 Penalty: 3034.373047
	Iteration 38Q: 3 clusters Score -1299808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1299818.500000 Penalty: 3034.373047
	Iteration 39Q: 3 clusters Score -1299818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1299834.875000 Penalty: 3034.373047
	Iteration 40F: 3 clusters Score -1299835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1299842.375000 Penalty: 3034.373047
	Iteration 41Q: 3 clusters Score -1299842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1299848.875000 Penalty: 3034.373047
	Iteration 42Q: 3 clusters Score -1299849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1299862.250000 Penalty: 3034.373047
	Iteration 43Q: 3 clusters Score -1299862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1299873.500000 Penalty: 3034.373047
	Iteration 44Q: 3 clusters Score -1299874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1299877.250000 Penalty: 3034.373047
	Iteration 45Q: 3 clusters Score -1299877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1299892.375000 Penalty: 3034.373047
	Iteration 46Q: 3 clusters Score -1299892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1299898.125000 Penalty: 3034.373047
	Iteration 47Q: 3 clusters Score -1299898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1299915.625000 Penalty: 3034.373047
	Iteration 48Q: 3 clusters Score -1299916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1299930.000000 Penalty: 3034.373047
	Iteration 49Q: 3 clusters Score -1299930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1299947.000000 Penalty: 3034.373047
	Iteration 50Q: 3 clusters Score -1299947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1299957.000000 Penalty: 3034.373047
	Iteration 51Q: 3 clusters Score -1299957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1299972.125000 Penalty: 3034.373047
	Iteration 52Q: 3 clusters Score -1299972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1299989.500000 Penalty: 3034.373047
	Iteration 53Q: 3 clusters Score -1299990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1300000.375000 Penalty: 3034.373047
	Iteration 54Q: 3 clusters Score -1300000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1300018.375000 Penalty: 3034.373047
	Iteration 55Q: 3 clusters Score -1300018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1300027.875000 Penalty: 3034.373047
	Iteration 56Q: 3 clusters Score -1300028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1300038.875000 Penalty: 3034.373047
	Iteration 57Q: 3 clusters Score -1300039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1300052.125000 Penalty: 3034.373047
	Iteration 58Q: 3 clusters Score -1300052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1300066.500000 Penalty: 3034.373047
	Iteration 59Q: 3 clusters Score -1300066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1300079.625000 Penalty: 3034.373047
	Iteration 60F: 3 clusters Score -1300080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1300091.250000 Penalty: 3034.373047
	Iteration 61Q: 3 clusters Score -1300091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1300105.000000 Penalty: 3034.373047
	Iteration 62Q: 3 clusters Score -1300105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1300117.875000 Penalty: 3034.373047
	Iteration 63Q: 3 clusters Score -1300118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1300129.875000 Penalty: 3034.373047
	Iteration 64Q: 3 clusters Score -1300130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1300141.500000 Penalty: 3034.373047
	Iteration 65Q: 3 clusters Score -1300142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1300147.875000 Penalty: 3034.373047
	Iteration 66Q: 3 clusters Score -1300148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1300159.000000 Penalty: 3034.373047
	Iteration 67Q: 3 clusters Score -1300159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1300180.000000 Penalty: 3034.373047
	Iteration 68Q: 3 clusters Score -1300180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1300195.000000 Penalty: 3034.373047
	Iteration 69Q: 3 clusters Score -1300195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1300205.500000 Penalty: 3034.373047
	Iteration 70Q: 3 clusters Score -1300206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1300214.500000 Penalty: 3034.373047
	Iteration 71Q: 3 clusters Score -1300214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1300220.250000 Penalty: 3034.373047
	Iteration 72Q: 3 clusters Score -1300220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1300226.375000 Penalty: 3034.373047
	Iteration 73Q: 3 clusters Score -1300226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1300232.000000 Penalty: 3034.373047
	Iteration 74Q: 3 clusters Score -1300232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1300247.375000 Penalty: 3034.373047
	Iteration 75Q: 3 clusters Score -1300247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1300257.875000 Penalty: 3034.373047
	Iteration 76Q: 3 clusters Score -1300258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1300267.625000 Penalty: 3034.373047
	Iteration 77Q: 3 clusters Score -1300268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1300279.250000 Penalty: 3034.373047
	Iteration 78Q: 3 clusters Score -1300279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1300290.250000 Penalty: 3034.373047
	Iteration 79Q: 3 clusters Score -1300290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1300298.875000 Penalty: 3034.373047
	Iteration 80F: 3 clusters Score -1300299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1300309.375000 Penalty: 3034.373047
	Iteration 81Q: 3 clusters Score -1300309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1300318.625000 Penalty: 3034.373047
	Iteration 82Q: 3 clusters Score -1300319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1300327.250000 Penalty: 3034.373047
	Iteration 83Q: 3 clusters Score -1300327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1300335.250000 Penalty: 3034.373047
	Iteration 84Q: 3 clusters Score -1300335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1300339.250000 Penalty: 3034.373047
	Iteration 85Q: 3 clusters Score -1300339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1300340.375000 Penalty: 3034.373047
	Iteration 86Q: 3 clusters Score -1300340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1300342.875000 Penalty: 3034.373047
	Iteration 87Q: 3 clusters Score -1300343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1300345.250000 Penalty: 3034.373047
	Iteration 88Q: 3 clusters Score -1300345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1300348.250000 Penalty: 3034.373047
	Iteration 89Q: 3 clusters Score -1300348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1300349.250000 Penalty: 3034.373047
	Iteration 90Q: 3 clusters Score -1300349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1300350.500000 Penalty: 3034.373047
	Iteration 91Q: 3 clusters Score -1300350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1300352.625000 Penalty: 3034.373047
	Iteration 92Q: 3 clusters Score -1300353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1300353.000000 Penalty: 3034.373047
	Iteration 93Q: 3 clusters Score -1300353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1300354.125000 Penalty: 3034.373047
	Iteration 94Q: 3 clusters Score -1300354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1300355.875000 Penalty: 3034.373047
	Iteration 95Q: 3 clusters Score -1300356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1300356.000000 Penalty: 3034.373047
	Iteration 96Q: 3 clusters Score -1300356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1300356.000000 Penalty: 3034.373047
	Iteration 97F: 3 clusters Score -1300356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16495.625000 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16495.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15836.347656 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15836.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15946.966797 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15946.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15998.117188 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -15998.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16024.274414 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -16024.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16028.035156 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -16028.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16039.507812 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -16039.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16041.051758 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -16041.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16041.051758 Penalty: 1721.953125
	Iteration 7F: 3 clusters Score -16041.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Entering Unmasked Estep 
Score: -9922720.000000 Penalty: 1851.608398
	Iteration 0F: 2 clusters Score -9922720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9863492.000000 Penalty: 3703.216797
	Iteration 0F: 3 clusters Score -9863492 nChanged 42347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -9887892.000000 Penalty: 3703.216797
	Iteration 1F: 3 clusters Score -9887892 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9888571.000000 Penalty: 3703.216797
	Iteration 2Q: 3 clusters Score -9888571 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -9889411.000000 Penalty: 3703.216797
	Iteration 3Q: 3 clusters Score -9889411 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -9890679.000000 Penalty: 3703.216797
	Iteration 4Q: 3 clusters Score -9890679 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -9892378.000000 Penalty: 3703.216797
	Iteration 5Q: 3 clusters Score -9892378 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -9895048.000000 Penalty: 3703.216797
	Iteration 6F: 3 clusters Score -9895048 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -9899129.000000 Penalty: 3703.216797
	Iteration 7F: 3 clusters Score -9899129 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -9903738.000000 Penalty: 3703.216797
	Iteration 8F: 3 clusters Score -9903738 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9907300.000000 Penalty: 3703.216797
	Iteration 9F: 3 clusters Score -9907300 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -9909147.000000 Penalty: 3703.216797
	Iteration 10Q: 3 clusters Score -9909147 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -9910232.000000 Penalty: 3703.216797
	Iteration 11Q: 3 clusters Score -9910232 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -9911159.000000 Penalty: 3703.216797
	Iteration 12Q: 3 clusters Score -9911159 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -9912226.000000 Penalty: 3703.216797
	Iteration 13Q: 3 clusters Score -9912226 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -9913347.000000 Penalty: 3703.216797
	Iteration 14Q: 3 clusters Score -9913347 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -9914525.000000 Penalty: 3703.216797
	Iteration 15Q: 3 clusters Score -9914525 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -9915658.000000 Penalty: 3703.216797
	Iteration 16Q: 3 clusters Score -9915658 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -9916584.000000 Penalty: 3703.216797
	Iteration 17Q: 3 clusters Score -9916584 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9917358.000000 Penalty: 3703.216797
	Iteration 18Q: 3 clusters Score -9917358 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -9918058.000000 Penalty: 3703.216797
	Iteration 19Q: 3 clusters Score -9918058 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -9918568.000000 Penalty: 3703.216797
	Iteration 20F: 3 clusters Score -9918568 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -9918888.000000 Penalty: 3703.216797
	Iteration 21Q: 3 clusters Score -9918888 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -9919172.000000 Penalty: 3703.216797
	Iteration 22Q: 3 clusters Score -9919172 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -9919442.000000 Penalty: 3703.216797
	Iteration 23Q: 3 clusters Score -9919442 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -9919666.000000 Penalty: 3703.216797
	Iteration 24Q: 3 clusters Score -9919666 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -9919805.000000 Penalty: 3703.216797
	Iteration 25Q: 3 clusters Score -9919805 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -9919914.000000 Penalty: 3703.216797
	Iteration 26Q: 3 clusters Score -9919914 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9920042.000000 Penalty: 3703.216797
	Iteration 27Q: 3 clusters Score -9920042 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -9920172.000000 Penalty: 3703.216797
	Iteration 28Q: 3 clusters Score -9920172 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -9920309.000000 Penalty: 3703.216797
	Iteration 29Q: 3 clusters Score -9920309 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -9920377.000000 Penalty: 3703.216797
	Iteration 30Q: 3 clusters Score -9920377 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -9920479.000000 Penalty: 3703.216797
	Iteration 31Q: 3 clusters Score -9920479 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -9920561.000000 Penalty: 3703.216797
	Iteration 32Q: 3 clusters Score -9920561 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -9920678.000000 Penalty: 3703.216797
	Iteration 33Q: 3 clusters Score -9920678 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -9920720.000000 Penalty: 3703.216797
	Iteration 34Q: 3 clusters Score -9920720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -9920797.000000 Penalty: 3703.216797
	Iteration 35Q: 3 clusters Score -9920797 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -9920843.000000 Penalty: 3703.216797
	Iteration 36Q: 3 clusters Score -9920843 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -9920902.000000 Penalty: 3703.216797
	Iteration 37Q: 3 clusters Score -9920902 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9920921.000000 Penalty: 3703.216797
	Iteration 38Q: 3 clusters Score -9920921 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -9920950.000000 Penalty: 3703.216797
	Iteration 39Q: 3 clusters Score -9920950 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -9921017.000000 Penalty: 3703.216797
	Iteration 40F: 3 clusters Score -9921017 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -9921026.000000 Penalty: 3703.216797
	Iteration 41Q: 3 clusters Score -9921026 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9921046.000000 Penalty: 3703.216797
	Iteration 42Q: 3 clusters Score -9921046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -9921082.000000 Penalty: 3703.216797
	Iteration 43Q: 3 clusters Score -9921082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9921105.000000 Penalty: 3703.216797
	Iteration 44Q: 3 clusters Score -9921105 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9921128.000000 Penalty: 3703.216797
	Iteration 45Q: 3 clusters Score -9921128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9921130.000000 Penalty: 3703.216797
	Iteration 46Q: 3 clusters Score -9921130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -9921188.000000 Penalty: 3703.216797
	Iteration 47Q: 3 clusters Score -9921188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9921205.000000 Penalty: 3703.216797
	Iteration 48Q: 3 clusters Score -9921205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -9921222.000000 Penalty: 3703.216797
	Iteration 49Q: 3 clusters Score -9921222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9921257.000000 Penalty: 3703.216797
	Iteration 50Q: 3 clusters Score -9921257 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9921285.000000 Penalty: 3703.216797
	Iteration 51Q: 3 clusters Score -9921285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9921314.000000 Penalty: 3703.216797
	Iteration 52Q: 3 clusters Score -9921314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9921347.000000 Penalty: 3703.216797
	Iteration 53Q: 3 clusters Score -9921347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9921354.000000 Penalty: 3703.216797
	Iteration 54Q: 3 clusters Score -9921354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9921339.000000 Penalty: 3703.216797
	Iteration 55Q: 3 clusters Score -9921339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9921360.000000 Penalty: 3703.216797
	Iteration 56Q: 3 clusters Score -9921360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9921376.000000 Penalty: 3703.216797
	Iteration 57Q: 3 clusters Score -9921376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -9921386.000000 Penalty: 3703.216797
	Iteration 58Q: 3 clusters Score -9921386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9921371.000000 Penalty: 3703.216797
	Iteration 59Q: 3 clusters Score -9921371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9921391.000000 Penalty: 3703.216797
	Iteration 60F: 3 clusters Score -9921391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9921404.000000 Penalty: 3703.216797
	Iteration 61Q: 3 clusters Score -9921404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9921407.000000 Penalty: 3703.216797
	Iteration 62Q: 3 clusters Score -9921407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -9921414.000000 Penalty: 3703.216797
	Iteration 63Q: 3 clusters Score -9921414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9921418.000000 Penalty: 3703.216797
	Iteration 64Q: 3 clusters Score -9921418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9921422.000000 Penalty: 3703.216797
	Iteration 65Q: 3 clusters Score -9921422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9921431.000000 Penalty: 3703.216797
	Iteration 66Q: 3 clusters Score -9921431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9921441.000000 Penalty: 3703.216797
	Iteration 67Q: 3 clusters Score -9921441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9921451.000000 Penalty: 3703.216797
	Iteration 68Q: 3 clusters Score -9921451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9921444.000000 Penalty: 3703.216797
	Iteration 69Q: 3 clusters Score -9921444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9921467.000000 Penalty: 3703.216797
	Iteration 70Q: 3 clusters Score -9921467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9921466.000000 Penalty: 3703.216797
	Iteration 71Q: 3 clusters Score -9921466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9921479.000000 Penalty: 3703.216797
	Iteration 72Q: 3 clusters Score -9921479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9921472.000000 Penalty: 3703.216797
	Iteration 73Q: 3 clusters Score -9921472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9921475.000000 Penalty: 3703.216797
	Iteration 74Q: 3 clusters Score -9921475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9921482.000000 Penalty: 3703.216797
	Iteration 75Q: 3 clusters Score -9921482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9921485.000000 Penalty: 3703.216797
	Iteration 76Q: 3 clusters Score -9921485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9921498.000000 Penalty: 3703.216797
	Iteration 77Q: 3 clusters Score -9921498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9921500.000000 Penalty: 3703.216797
	Iteration 78Q: 3 clusters Score -9921500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9921508.000000 Penalty: 3703.216797
	Iteration 79Q: 3 clusters Score -9921508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9921518.000000 Penalty: 3703.216797
	Iteration 80F: 3 clusters Score -9921518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9921511.000000 Penalty: 3703.216797
	Iteration 81Q: 3 clusters Score -9921511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9921504.000000 Penalty: 3703.216797
	Iteration 82Q: 3 clusters Score -9921504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9921494.000000 Penalty: 3703.216797
	Iteration 83Q: 3 clusters Score -9921494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9921489.000000 Penalty: 3703.216797
	Iteration 84Q: 3 clusters Score -9921489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9921504.000000 Penalty: 3703.216797
	Iteration 85Q: 3 clusters Score -9921504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9921518.000000 Penalty: 3703.216797
	Iteration 86Q: 3 clusters Score -9921518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9921525.000000 Penalty: 3703.216797
	Iteration 87Q: 3 clusters Score -9921525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9921524.000000 Penalty: 3703.216797
	Iteration 88Q: 3 clusters Score -9921524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9921523.000000 Penalty: 3703.216797
	Iteration 89Q: 3 clusters Score -9921523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9921517.000000 Penalty: 3703.216797
	Iteration 90Q: 3 clusters Score -9921517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9921517.000000 Penalty: 3703.216797
	Iteration 91F: 3 clusters Score -9921517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Entering Unmasked Estep 
Score: -2334540.500000 Penalty: 1611.383545
	Iteration 0F: 2 clusters Score -2334540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2320693.500000 Penalty: 3222.767090
	Iteration 0F: 3 clusters Score -2320694 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2325533.500000 Penalty: 3222.767090
	Iteration 1F: 3 clusters Score -2325534 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2325786.750000 Penalty: 3222.767090
	Iteration 2Q: 3 clusters Score -2325787 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2325999.250000 Penalty: 3222.767090
	Iteration 3Q: 3 clusters Score -2325999 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2326237.750000 Penalty: 3222.767090
	Iteration 4Q: 3 clusters Score -2326238 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2326478.750000 Penalty: 3222.767090
	Iteration 5Q: 3 clusters Score -2326479 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2326846.000000 Penalty: 3222.767090
	Iteration 6Q: 3 clusters Score -2326846 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2327390.250000 Penalty: 3222.767090
	Iteration 7Q: 3 clusters Score -2327390 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2328259.750000 Penalty: 3222.767090
	Iteration 8F: 3 clusters Score -2328260 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2329391.000000 Penalty: 3222.767090
	Iteration 9F: 3 clusters Score -2329391 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2330669.500000 Penalty: 3222.767090
	Iteration 10F: 3 clusters Score -2330670 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2331722.500000 Penalty: 3222.767090
	Iteration 11F: 3 clusters Score -2331722 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2332410.000000 Penalty: 3222.767090
	Iteration 12Q: 3 clusters Score -2332410 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2332757.250000 Penalty: 3222.767090
	Iteration 13Q: 3 clusters Score -2332757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2332907.500000 Penalty: 3222.767090
	Iteration 14Q: 3 clusters Score -2332908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2332982.500000 Penalty: 3222.767090
	Iteration 15Q: 3 clusters Score -2332982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2333039.500000 Penalty: 3222.767090
	Iteration 16Q: 3 clusters Score -2333040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2333080.000000 Penalty: 3222.767090
	Iteration 17Q: 3 clusters Score -2333080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2333107.000000 Penalty: 3222.767090
	Iteration 18Q: 3 clusters Score -2333107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2333119.750000 Penalty: 3222.767090
	Iteration 19Q: 3 clusters Score -2333120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2333123.250000 Penalty: 3222.767090
	Iteration 20F: 3 clusters Score -2333123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2333132.250000 Penalty: 3222.767090
	Iteration 21Q: 3 clusters Score -2333132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2333136.500000 Penalty: 3222.767090
	Iteration 22Q: 3 clusters Score -2333136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2333141.000000 Penalty: 3222.767090
	Iteration 23Q: 3 clusters Score -2333141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2333142.500000 Penalty: 3222.767090
	Iteration 24Q: 3 clusters Score -2333142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2333145.750000 Penalty: 3222.767090
	Iteration 25Q: 3 clusters Score -2333146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2333147.750000 Penalty: 3222.767090
	Iteration 26Q: 3 clusters Score -2333148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2333148.750000 Penalty: 3222.767090
	Iteration 27Q: 3 clusters Score -2333149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2333150.500000 Penalty: 3222.767090
	Iteration 28Q: 3 clusters Score -2333150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2333150.500000 Penalty: 3222.767090
	Iteration 29F: 3 clusters Score -2333150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40178 members 
Mstep: Class 7 contains 70955 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93209 members 
Mstep: Class 13 contains 88131 members 
Mstep: Class 14 contains 141605 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742580.000000 Penalty: 30212.712891
Iteration 399Q: 15 clusters Score -6.474258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93201 members 
Mstep: Class 13 contains 88132 members 
Mstep: Class 14 contains 141617 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742592.000000 Penalty: 30212.712891
Iteration 400F: 15 clusters Score -6.474259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40171 members 
Mstep: Class 7 contains 70956 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93194 members 
Mstep: Class 13 contains 88131 members 
Mstep: Class 14 contains 141631 members 
Mstep: Class 15 contains 11343 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 401Q: 15 clusters Score -6.474263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40169 members 
Mstep: Class 7 contains 70957 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 93188 members 
Mstep: Class 13 contains 88129 members 
Mstep: Class 14 contains 141640 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 20263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742604.000000 Penalty: 30212.712891
Iteration 402Q: 15 clusters Score -6.47426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40169 members 
Mstep: Class 7 contains 70959 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93179 members 
Mstep: Class 13 contains 88130 members 
Mstep: Class 14 contains 141642 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742612.000000 Penalty: 30212.712891
Iteration 403Q: 15 clusters Score -6.474261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40172 members 
Mstep: Class 7 contains 70960 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93169 members 
Mstep: Class 13 contains 88127 members 
Mstep: Class 14 contains 141649 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 404Q: 15 clusters Score -6.474266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93158 members 
Mstep: Class 13 contains 88126 members 
Mstep: Class 14 contains 141655 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742672.000000 Penalty: 30212.712891
Iteration 405Q: 15 clusters Score -6.474267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40175 members 
Mstep: Class 7 contains 70962 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93148 members 
Mstep: Class 13 contains 88124 members 
Mstep: Class 14 contains 141665 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 406Q: 15 clusters Score -6.474266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40176 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93141 members 
Mstep: Class 13 contains 88123 members 
Mstep: Class 14 contains 141670 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 407Q: 15 clusters Score -6.474259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10271 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40176 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93139 members 
Mstep: Class 13 contains 88121 members 
Mstep: Class 14 contains 141676 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742584.000000 Penalty: 30212.712891
Iteration 408Q: 15 clusters Score -6.474258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40173 members 
Mstep: Class 7 contains 70963 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93131 members 
Mstep: Class 13 contains 88120 members 
Mstep: Class 14 contains 141691 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742572.000000 Penalty: 30212.712891
Iteration 409Q: 15 clusters Score -6.474257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10267 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3425 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 7 contains 70965 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 93118 members 
Mstep: Class 13 contains 88115 members 
Mstep: Class 14 contains 141708 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742584.000000 Penalty: 30212.712891
Iteration 410Q: 15 clusters Score -6.474258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 7 contains 70968 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93111 members 
Mstep: Class 13 contains 88111 members 
Mstep: Class 14 contains 141716 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742580.000000 Penalty: 30212.712891
Iteration 411Q: 15 clusters Score -6.474258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40172 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93106 members 
Mstep: Class 13 contains 88107 members 
Mstep: Class 14 contains 141725 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742540.000000 Penalty: 30212.712891
Iteration 412Q: 15 clusters Score -6.474254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40172 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93102 members 
Mstep: Class 13 contains 88106 members 
Mstep: Class 14 contains 141729 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742540.000000 Penalty: 30212.712891
Iteration 413Q: 15 clusters Score -6.474254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40170 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93101 members 
Mstep: Class 13 contains 88103 members 
Mstep: Class 14 contains 141735 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742564.000000 Penalty: 30212.712891
Iteration 414Q: 15 clusters Score -6.474256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40169 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93097 members 
Mstep: Class 13 contains 88102 members 
Mstep: Class 14 contains 141741 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742556.000000 Penalty: 30212.712891
Iteration 415Q: 15 clusters Score -6.474256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40168 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93091 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141748 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 416Q: 15 clusters Score -6.474259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40168 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93090 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141750 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742588.000000 Penalty: 30212.712891
Iteration 417Q: 15 clusters Score -6.474259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93087 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141754 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742592.000000 Penalty: 30212.712891
Iteration 418Q: 15 clusters Score -6.474259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93082 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141758 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742584.000000 Penalty: 30212.712891
Iteration 419Q: 15 clusters Score -6.474258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40166 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93077 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141765 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742612.000000 Penalty: 30212.712891
Iteration 420F: 15 clusters Score -6.474261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40165 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93072 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141770 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742640.000000 Penalty: 30212.712891
Iteration 421Q: 15 clusters Score -6.474264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70971 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93069 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141774 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742632.000000 Penalty: 30212.712891
Iteration 422Q: 15 clusters Score -6.474263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70970 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93067 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141776 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 423Q: 15 clusters Score -6.474266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93064 members 
Mstep: Class 13 contains 88101 members 
Mstep: Class 14 contains 141776 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 424Q: 15 clusters Score -6.474263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93062 members 
Mstep: Class 13 contains 88101 members 
Mstep: Class 14 contains 141778 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742620.000000 Penalty: 30212.712891
Iteration 425Q: 15 clusters Score -6.474262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70972 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93060 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141781 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742616.000000 Penalty: 30212.712891
Iteration 426Q: 15 clusters Score -6.474262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70973 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93058 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141784 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742632.000000 Penalty: 30212.712891
Iteration 427Q: 15 clusters Score -6.474263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70974 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93054 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141787 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 428Q: 15 clusters Score -6.474263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70975 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93050 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141791 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742656.000000 Penalty: 30212.712891
Iteration 429Q: 15 clusters Score -6.474266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93045 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141793 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 430Q: 15 clusters Score -6.474263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40163 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93038 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141802 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742620.000000 Penalty: 30212.712891
Iteration 431Q: 15 clusters Score -6.474262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10265 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40161 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93032 members 
Mstep: Class 13 contains 88098 members 
Mstep: Class 14 contains 141811 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742640.000000 Penalty: 30212.712891
Iteration 432Q: 15 clusters Score -6.474264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10264 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40159 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93028 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141817 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742652.000000 Penalty: 30212.712891
Iteration 433Q: 15 clusters Score -6.474265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40160 members 
Mstep: Class 7 contains 70976 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93024 members 
Mstep: Class 13 contains 88099 members 
Mstep: Class 14 contains 141821 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742640.000000 Penalty: 30212.712891
Iteration 434Q: 15 clusters Score -6.474264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10262 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40159 members 
Mstep: Class 7 contains 70978 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93019 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141824 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742664.000000 Penalty: 30212.712891
Iteration 435Q: 15 clusters Score -6.474266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40158 members 
Mstep: Class 7 contains 70980 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93018 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141825 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742632.000000 Penalty: 30212.712891
Iteration 436Q: 15 clusters Score -6.474263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40158 members 
Mstep: Class 7 contains 70981 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93017 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141825 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 437Q: 15 clusters Score -6.474263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 40158 members 
Mstep: Class 7 contains 70981 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 93017 members 
Mstep: Class 13 contains 88100 members 
Mstep: Class 14 contains 141825 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 20277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742628.000000 Penalty: 30212.712891
Iteration 438F: 15 clusters Score -6.474263e+07 nChanged 0
Entering ConstructFrom: 
Score: -64742628.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (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: -622528.062500 Penalty: 1397.060913
	Iteration 0F: 2 clusters Score -622528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -618217.500000 Penalty: 2794.121826
	Iteration 0F: 3 clusters Score -618217.5 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -619458.687500 Penalty: 2794.121826
	Iteration 1F: 3 clusters Score -619458.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -619697.562500 Penalty: 2794.121826
	Iteration 2F: 3 clusters Score -619697.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -619855.625000 Penalty: 2794.121826
	Iteration 3F: 3 clusters Score -619855.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -619978.000000 Penalty: 2794.121826
	Iteration 4Q: 3 clusters Score -619978 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -620080.375000 Penalty: 2794.121826
	Iteration 5Q: 3 clusters Score -620080.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -620191.000000 Penalty: 2794.121826
	Iteration 6Q: 3 clusters Score -620191 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -620301.125000 Penalty: 2794.121826
	Iteration 7Q: 3 clusters Score -620301.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620405.687500 Penalty: 2794.121826
	Iteration 8Q: 3 clusters Score -620405.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -620510.750000 Penalty: 2794.121826
	Iteration 9Q: 3 clusters Score -620510.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -620613.000000 Penalty: 2794.121826
	Iteration 10Q: 3 clusters Score -620613 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -620703.625000 Penalty: 2794.121826
	Iteration 11Q: 3 clusters Score -620703.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -620795.125000 Penalty: 2794.121826
	Iteration 12Q: 3 clusters Score -620795.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -620875.750000 Penalty: 2794.121826
	Iteration 13Q: 3 clusters Score -620875.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -620928.062500 Penalty: 2794.121826
	Iteration 14Q: 3 clusters Score -620928.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -620957.000000 Penalty: 2794.121826
	Iteration 15Q: 3 clusters Score -620957 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -620980.625000 Penalty: 2794.121826
	Iteration 16Q: 3 clusters Score -620980.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -621000.375000 Penalty: 2794.121826
	Iteration 17Q: 3 clusters Score -621000.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -621021.312500 Penalty: 2794.121826
	Iteration 18Q: 3 clusters Score -621021.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -621032.125000 Penalty: 2794.121826
	Iteration 19Q: 3 clusters Score -621032.1 nChanged 39
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: -621045.875000 Penalty: 2794.121826
	Iteration 20F: 3 clusters Score -621045.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -621056.187500 Penalty: 2794.121826
	Iteration 21Q: 3 clusters Score -621056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -621063.625000 Penalty: 2794.121826
	Iteration 22Q: 3 clusters Score -621063.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -621071.062500 Penalty: 2794.121826
	Iteration 23Q: 3 clusters Score -621071.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -621078.125000 Penalty: 2794.121826
	Iteration 24Q: 3 clusters Score -621078.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -621081.750000 Penalty: 2794.121826
	Iteration 25Q: 3 clusters Score -621081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -621082.937500 Penalty: 2794.121826
	Iteration 26Q: 3 clusters Score -621082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -621084.625000 Penalty: 2794.121826
	Iteration 27Q: 3 clusters Score -621084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -621088.625000 Penalty: 2794.121826
	Iteration 28Q: 3 clusters Score -621088.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -621090.062500 Penalty: 2794.121826
	Iteration 29Q: 3 clusters Score -621090.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -621094.000000 Penalty: 2794.121826
	Iteration 30Q: 3 clusters Score -621094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -621094.937500 Penalty: 2794.121826
	Iteration 31Q: 3 clusters Score -621094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -621096.687500 Penalty: 2794.121826
	Iteration 32Q: 3 clusters Score -621096.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -621100.187500 Penalty: 2794.121826
	Iteration 33Q: 3 clusters Score -621100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -621101.312500 Penalty: 2794.121826
	Iteration 34Q: 3 clusters Score -621101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -621104.750000 Penalty: 2794.121826
	Iteration 35Q: 3 clusters Score -621104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -621105.875000 Penalty: 2794.121826
	Iteration 36Q: 3 clusters Score -621105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -621106.250000 Penalty: 2794.121826
	Iteration 37Q: 3 clusters Score -621106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -621108.500000 Penalty: 2794.121826
	Iteration 38Q: 3 clusters Score -621108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -621109.437500 Penalty: 2794.121826
	Iteration 39Q: 3 clusters Score -621109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -621110.437500 Penalty: 2794.121826
	Iteration 40F: 3 clusters Score -621110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -621110.437500 Penalty: 2794.121826
	Iteration 41Q: 3 clusters Score -621110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -621112.687500 Penalty: 2794.121826
	Iteration 42Q: 3 clusters Score -621112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -621112.687500 Penalty: 2794.121826
	Iteration 43Q: 3 clusters Score -621112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -621113.625000 Penalty: 2794.121826
	Iteration 44Q: 3 clusters Score -621113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -621115.125000 Penalty: 2794.121826
	Iteration 45Q: 3 clusters Score -621115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -621115.125000 Penalty: 2794.121826
	Iteration 46Q: 3 clusters Score -621115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -621115.125000 Penalty: 2794.121826
	Iteration 47F: 3 clusters Score -621115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -1171903.375000 Penalty: 1500.867188
	Iteration 0F: 2 clusters Score -1171903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1164590.625000 Penalty: 3001.734375
	Iteration 0F: 3 clusters Score -1164591 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1166942.000000 Penalty: 3001.734375
	Iteration 1F: 3 clusters Score -1166942 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1167225.500000 Penalty: 3001.734375
	Iteration 2F: 3 clusters Score -1167226 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1167479.875000 Penalty: 3001.734375
	Iteration 3F: 3 clusters Score -1167480 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1167742.500000 Penalty: 3001.734375
	Iteration 4Q: 3 clusters Score -1167742 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1168020.000000 Penalty: 3001.734375
	Iteration 5Q: 3 clusters Score -1168020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1168297.250000 Penalty: 3001.734375
	Iteration 6Q: 3 clusters Score -1168297 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1168605.500000 Penalty: 3001.734375
	Iteration 7Q: 3 clusters Score -1168606 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1168902.750000 Penalty: 3001.734375
	Iteration 8Q: 3 clusters Score -1168903 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1169135.625000 Penalty: 3001.734375
	Iteration 9Q: 3 clusters Score -1169136 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1169342.500000 Penalty: 3001.734375
	Iteration 10Q: 3 clusters Score -1169342 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1169523.250000 Penalty: 3001.734375
	Iteration 11Q: 3 clusters Score -1169523 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1169673.000000 Penalty: 3001.734375
	Iteration 12Q: 3 clusters Score -1169673 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1169780.375000 Penalty: 3001.734375
	Iteration 13Q: 3 clusters Score -1169780 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1169872.875000 Penalty: 3001.734375
	Iteration 14Q: 3 clusters Score -1169873 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1169931.625000 Penalty: 3001.734375
	Iteration 15Q: 3 clusters Score -1169932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1169980.250000 Penalty: 3001.734375
	Iteration 16Q: 3 clusters Score -1169980 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1170020.500000 Penalty: 3001.734375
	Iteration 17Q: 3 clusters Score -1170020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1170050.375000 Penalty: 3001.734375
	Iteration 18Q: 3 clusters Score -1170050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1170077.250000 Penalty: 3001.734375
	Iteration 19Q: 3 clusters Score -1170077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1170099.750000 Penalty: 3001.734375
	Iteration 20F: 3 clusters Score -1170100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1170115.750000 Penalty: 3001.734375
	Iteration 21Q: 3 clusters Score -1170116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1170134.750000 Penalty: 3001.734375
	Iteration 22Q: 3 clusters Score -1170135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1170152.375000 Penalty: 3001.734375
	Iteration 23Q: 3 clusters Score -1170152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1170168.625000 Penalty: 3001.734375
	Iteration 24Q: 3 clusters Score -1170169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1170179.500000 Penalty: 3001.734375
	Iteration 25Q: 3 clusters Score -1170180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1170192.125000 Penalty: 3001.734375
	Iteration 26Q: 3 clusters Score -1170192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1170200.375000 Penalty: 3001.734375
	Iteration 27Q: 3 clusters Score -1170200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1170219.625000 Penalty: 3001.734375
	Iteration 28Q: 3 clusters Score -1170220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1170233.875000 Penalty: 3001.734375
	Iteration 29Q: 3 clusters Score -1170234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1170248.750000 Penalty: 3001.734375
	Iteration 30Q: 3 clusters Score -1170249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1170265.125000 Penalty: 3001.734375
	Iteration 31Q: 3 clusters Score -1170265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1170277.750000 Penalty: 3001.734375
	Iteration 32Q: 3 clusters Score -1170278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1170283.375000 Penalty: 3001.734375
	Iteration 33Q: 3 clusters Score -1170283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1170291.125000 Penalty: 3001.734375
	Iteration 34Q: 3 clusters Score -1170291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1170305.500000 Penalty: 3001.734375
	Iteration 35Q: 3 clusters Score -1170306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1170318.250000 Penalty: 3001.734375
	Iteration 36Q: 3 clusters Score -1170318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1170329.750000 Penalty: 3001.734375
	Iteration 37Q: 3 clusters Score -1170330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1170336.750000 Penalty: 3001.734375
	Iteration 38Q: 3 clusters Score -1170337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1170356.375000 Penalty: 3001.734375
	Iteration 39Q: 3 clusters Score -1170356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1170369.500000 Penalty: 3001.734375
	Iteration 40F: 3 clusters Score -1170370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1170384.375000 Penalty: 3001.734375
	Iteration 41Q: 3 clusters Score -1170384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1170395.250000 Penalty: 3001.734375
	Iteration 42Q: 3 clusters Score -1170395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1170408.500000 Penalty: 3001.734375
	Iteration 43Q: 3 clusters Score -1170408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1170416.125000 Penalty: 3001.734375
	Iteration 44Q: 3 clusters Score -1170416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1170424.750000 Penalty: 3001.734375
	Iteration 45Q: 3 clusters Score -1170425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1170434.500000 Penalty: 3001.734375
	Iteration 46Q: 3 clusters Score -1170434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1170440.625000 Penalty: 3001.734375
	Iteration 47Q: 3 clusters Score -1170441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1170447.750000 Penalty: 3001.734375
	Iteration 48Q: 3 clusters Score -1170448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1170453.250000 Penalty: 3001.734375
	Iteration 49Q: 3 clusters Score -1170453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1170457.875000 Penalty: 3001.734375
	Iteration 50Q: 3 clusters Score -1170458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1170462.000000 Penalty: 3001.734375
	Iteration 51Q: 3 clusters Score -1170462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1170466.000000 Penalty: 3001.734375
	Iteration 52Q: 3 clusters Score -1170466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1170470.250000 Penalty: 3001.734375
	Iteration 53Q: 3 clusters Score -1170470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1170479.750000 Penalty: 3001.734375
	Iteration 54Q: 3 clusters Score -1170480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1170481.500000 Penalty: 3001.734375
	Iteration 55Q: 3 clusters Score -1170482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1170489.875000 Penalty: 3001.734375
	Iteration 56Q: 3 clusters Score -1170490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1170497.500000 Penalty: 3001.734375
	Iteration 57Q: 3 clusters Score -1170498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1170503.625000 Penalty: 3001.734375
	Iteration 58Q: 3 clusters Score -1170504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1170513.000000 Penalty: 3001.734375
	Iteration 59Q: 3 clusters Score -1170513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1170525.375000 Penalty: 3001.734375
	Iteration 60F: 3 clusters Score -1170525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1170530.250000 Penalty: 3001.734375
	Iteration 61Q: 3 clusters Score -1170530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1170540.750000 Penalty: 3001.734375
	Iteration 62Q: 3 clusters Score -1170541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1170542.500000 Penalty: 3001.734375
	Iteration 63Q: 3 clusters Score -1170542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1170544.625000 Penalty: 3001.734375
	Iteration 64Q: 3 clusters Score -1170545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1170548.125000 Penalty: 3001.734375
	Iteration 65Q: 3 clusters Score -1170548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1170549.375000 Penalty: 3001.734375
	Iteration 66Q: 3 clusters Score -1170549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1170553.000000 Penalty: 3001.734375
	Iteration 67Q: 3 clusters Score -1170553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1170551.125000 Penalty: 3001.734375
	Iteration 68Q: 3 clusters Score -1170551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1170552.000000 Penalty: 3001.734375
	Iteration 69Q: 3 clusters Score -1170552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1170553.875000 Penalty: 3001.734375
	Iteration 70Q: 3 clusters Score -1170554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1170553.375000 Penalty: 3001.734375
	Iteration 71Q: 3 clusters Score -1170553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1170555.750000 Penalty: 3001.734375
	Iteration 72Q: 3 clusters Score -1170556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1170555.125000 Penalty: 3001.734375
	Iteration 73Q: 3 clusters Score -1170555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1170555.500000 Penalty: 3001.734375
	Iteration 74Q: 3 clusters Score -1170556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1170558.250000 Penalty: 3001.734375
	Iteration 75Q: 3 clusters Score -1170558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1170556.250000 Penalty: 3001.734375
	Iteration 76Q: 3 clusters Score -1170556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1170556.250000 Penalty: 3001.734375
	Iteration 77F: 3 clusters Score -1170556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -776980.812500 Penalty: 1443.614014
	Iteration 0F: 2 clusters Score -776980.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -771564.125000 Penalty: 2887.228027
	Iteration 0F: 3 clusters Score -771564.1 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -773229.437500 Penalty: 2887.228027
	Iteration 1F: 3 clusters Score -773229.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -773437.250000 Penalty: 2887.228027
	Iteration 2F: 3 clusters Score -773437.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -773600.312500 Penalty: 2887.228027
	Iteration 3Q: 3 clusters Score -773600.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -773827.500000 Penalty: 2887.228027
	Iteration 4Q: 3 clusters Score -773827.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -774080.437500 Penalty: 2887.228027
	Iteration 5Q: 3 clusters Score -774080.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -774289.875000 Penalty: 2887.228027
	Iteration 6Q: 3 clusters Score -774289.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -774488.875000 Penalty: 2887.228027
	Iteration 7Q: 3 clusters Score -774488.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -774667.750000 Penalty: 2887.228027
	Iteration 8Q: 3 clusters Score -774667.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -774813.187500 Penalty: 2887.228027
	Iteration 9Q: 3 clusters Score -774813.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -774967.750000 Penalty: 2887.228027
	Iteration 10Q: 3 clusters Score -774967.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -775144.687500 Penalty: 2887.228027
	Iteration 11Q: 3 clusters Score -775144.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -775332.250000 Penalty: 2887.228027
	Iteration 12Q: 3 clusters Score -775332.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -775507.187500 Penalty: 2887.228027
	Iteration 13Q: 3 clusters Score -775507.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -775676.187500 Penalty: 2887.228027
	Iteration 14Q: 3 clusters Score -775676.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -775812.625000 Penalty: 2887.228027
	Iteration 15Q: 3 clusters Score -775812.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -775938.500000 Penalty: 2887.228027
	Iteration 16Q: 3 clusters Score -775938.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -776069.875000 Penalty: 2887.228027
	Iteration 17Q: 3 clusters Score -776069.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -776226.875000 Penalty: 2887.228027
	Iteration 18Q: 3 clusters Score -776226.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -776353.187500 Penalty: 2887.228027
	Iteration 19Q: 3 clusters Score -776353.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -776414.625000 Penalty: 2887.228027
	Iteration 20F: 3 clusters Score -776414.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -776450.750000 Penalty: 2887.228027
	Iteration 21Q: 3 clusters Score -776450.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -776479.812500 Penalty: 2887.228027
	Iteration 22Q: 3 clusters Score -776479.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -776499.062500 Penalty: 2887.228027
	Iteration 23Q: 3 clusters Score -776499.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -776508.500000 Penalty: 2887.228027
	Iteration 24Q: 3 clusters Score -776508.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -776516.062500 Penalty: 2887.228027
	Iteration 25Q: 3 clusters Score -776516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -776520.750000 Penalty: 2887.228027
	Iteration 26Q: 3 clusters Score -776520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -776526.000000 Penalty: 2887.228027
	Iteration 27Q: 3 clusters Score -776526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -776530.875000 Penalty: 2887.228027
	Iteration 28Q: 3 clusters Score -776530.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -776534.187500 Penalty: 2887.228027
	Iteration 29Q: 3 clusters Score -776534.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -776538.500000 Penalty: 2887.228027
	Iteration 30Q: 3 clusters Score -776538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -776540.875000 Penalty: 2887.228027
	Iteration 31Q: 3 clusters Score -776540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -776545.312500 Penalty: 2887.228027
	Iteration 32Q: 3 clusters Score -776545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -776548.625000 Penalty: 2887.228027
	Iteration 33Q: 3 clusters Score -776548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -776554.750000 Penalty: 2887.228027
	Iteration 34Q: 3 clusters Score -776554.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -776557.312500 Penalty: 2887.228027
	Iteration 35Q: 3 clusters Score -776557.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -776559.187500 Penalty: 2887.228027
	Iteration 36Q: 3 clusters Score -776559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -776561.250000 Penalty: 2887.228027
	Iteration 37Q: 3 clusters Score -776561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -776564.187500 Penalty: 2887.228027
	Iteration 38Q: 3 clusters Score -776564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -776565.312500 Penalty: 2887.228027
	Iteration 39Q: 3 clusters Score -776565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -776567.000000 Penalty: 2887.228027
	Iteration 40F: 3 clusters Score -776567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -776567.687500 Penalty: 2887.228027
	Iteration 41Q: 3 clusters Score -776567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -776570.062500 Penalty: 2887.228027
	Iteration 42Q: 3 clusters Score -776570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -776573.125000 Penalty: 2887.228027
	Iteration 43Q: 3 clusters Score -776573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -776574.312500 Penalty: 2887.228027
	Iteration 44Q: 3 clusters Score -776574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -776574.625000 Penalty: 2887.228027
	Iteration 45Q: 3 clusters Score -776574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -776576.687500 Penalty: 2887.228027
	Iteration 46Q: 3 clusters Score -776576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -776579.937500 Penalty: 2887.228027
	Iteration 47Q: 3 clusters Score -776579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -776584.125000 Penalty: 2887.228027
	Iteration 48Q: 3 clusters Score -776584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -776586.812500 Penalty: 2887.228027
	Iteration 49Q: 3 clusters Score -776586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -776591.000000 Penalty: 2887.228027
	Iteration 50Q: 3 clusters Score -776591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -776593.500000 Penalty: 2887.228027
	Iteration 51Q: 3 clusters Score -776593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -776593.875000 Penalty: 2887.228027
	Iteration 52Q: 3 clusters Score -776593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -776596.750000 Penalty: 2887.228027
	Iteration 53Q: 3 clusters Score -776596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -776598.000000 Penalty: 2887.228027
	Iteration 54Q: 3 clusters Score -776598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -776602.375000 Penalty: 2887.228027
	Iteration 55Q: 3 clusters Score -776602.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -776602.500000 Penalty: 2887.228027
	Iteration 56Q: 3 clusters Score -776602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -776605.062500 Penalty: 2887.228027
	Iteration 57Q: 3 clusters Score -776605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -776610.000000 Penalty: 2887.228027
	Iteration 58Q: 3 clusters Score -776610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -776615.250000 Penalty: 2887.228027
	Iteration 59Q: 3 clusters Score -776615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -776618.062500 Penalty: 2887.228027
	Iteration 60F: 3 clusters Score -776618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -776620.562500 Penalty: 2887.228027
	Iteration 61Q: 3 clusters Score -776620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -776624.875000 Penalty: 2887.228027
	Iteration 62Q: 3 clusters Score -776624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -776628.625000 Penalty: 2887.228027
	Iteration 63Q: 3 clusters Score -776628.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -776629.062500 Penalty: 2887.228027
	Iteration 64Q: 3 clusters Score -776629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -776633.312500 Penalty: 2887.228027
	Iteration 65Q: 3 clusters Score -776633.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -776634.625000 Penalty: 2887.228027
	Iteration 66Q: 3 clusters Score -776634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -776637.750000 Penalty: 2887.228027
	Iteration 67Q: 3 clusters Score -776637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -776638.562500 Penalty: 2887.228027
	Iteration 68Q: 3 clusters Score -776638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -776637.687500 Penalty: 2887.228027
	Iteration 69Q: 3 clusters Score -776637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -776638.500000 Penalty: 2887.228027
	Iteration 70Q: 3 clusters Score -776638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -776640.562500 Penalty: 2887.228027
	Iteration 71Q: 3 clusters Score -776640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -776640.000000 Penalty: 2887.228027
	Iteration 72Q: 3 clusters Score -776640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -776640.000000 Penalty: 2887.228027
	Iteration 73F: 3 clusters Score -776640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -358452.156250 Penalty: 1322.516846
	Iteration 0F: 2 clusters Score -358452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -355460.781250 Penalty: 2645.033691
	Iteration 0F: 3 clusters Score -355460.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -356337.000000 Penalty: 2645.033691
	Iteration 1F: 3 clusters Score -356337 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -356691.406250 Penalty: 2645.033691
	Iteration 2F: 3 clusters Score -356691.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -356992.000000 Penalty: 2645.033691
	Iteration 3F: 3 clusters Score -356992 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -357291.125000 Penalty: 2645.033691
	Iteration 4F: 3 clusters Score -357291.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -357494.125000 Penalty: 2645.033691
	Iteration 5F: 3 clusters Score -357494.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -357619.718750 Penalty: 2645.033691
	Iteration 6Q: 3 clusters Score -357619.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -357697.687500 Penalty: 2645.033691
	Iteration 7Q: 3 clusters Score -357697.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -357763.531250 Penalty: 2645.033691
	Iteration 8Q: 3 clusters Score -357763.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -357808.625000 Penalty: 2645.033691
	Iteration 9Q: 3 clusters Score -357808.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -357853.375000 Penalty: 2645.033691
	Iteration 10Q: 3 clusters Score -357853.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -357883.968750 Penalty: 2645.033691
	Iteration 11Q: 3 clusters Score -357884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -357903.062500 Penalty: 2645.033691
	Iteration 12Q: 3 clusters Score -357903.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -357922.781250 Penalty: 2645.033691
	Iteration 13Q: 3 clusters Score -357922.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -357935.875000 Penalty: 2645.033691
	Iteration 14Q: 3 clusters Score -357935.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -357944.843750 Penalty: 2645.033691
	Iteration 15Q: 3 clusters Score -357944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -357953.562500 Penalty: 2645.033691
	Iteration 16Q: 3 clusters Score -357953.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -357961.187500 Penalty: 2645.033691
	Iteration 17Q: 3 clusters Score -357961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -357968.312500 Penalty: 2645.033691
	Iteration 18Q: 3 clusters Score -357968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -357975.843750 Penalty: 2645.033691
	Iteration 19Q: 3 clusters Score -357975.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -357983.093750 Penalty: 2645.033691
	Iteration 20F: 3 clusters Score -357983.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -357989.531250 Penalty: 2645.033691
	Iteration 21Q: 3 clusters Score -357989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -357994.437500 Penalty: 2645.033691
	Iteration 22Q: 3 clusters Score -357994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -357999.812500 Penalty: 2645.033691
	Iteration 23Q: 3 clusters Score -357999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -358004.718750 Penalty: 2645.033691
	Iteration 24Q: 3 clusters Score -358004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -358007.062500 Penalty: 2645.033691
	Iteration 25Q: 3 clusters Score -358007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358010.750000 Penalty: 2645.033691
	Iteration 26Q: 3 clusters Score -358010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -358013.250000 Penalty: 2645.033691
	Iteration 27Q: 3 clusters Score -358013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358015.250000 Penalty: 2645.033691
	Iteration 28Q: 3 clusters Score -358015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -358016.093750 Penalty: 2645.033691
	Iteration 29Q: 3 clusters Score -358016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -358018.218750 Penalty: 2645.033691
	Iteration 30Q: 3 clusters Score -358018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -358022.000000 Penalty: 2645.033691
	Iteration 31Q: 3 clusters Score -358022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -358024.218750 Penalty: 2645.033691
	Iteration 32Q: 3 clusters Score -358024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -358028.468750 Penalty: 2645.033691
	Iteration 33Q: 3 clusters Score -358028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358029.968750 Penalty: 2645.033691
	Iteration 34Q: 3 clusters Score -358030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -358031.281250 Penalty: 2645.033691
	Iteration 35Q: 3 clusters Score -358031.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -358035.218750 Penalty: 2645.033691
	Iteration 36Q: 3 clusters Score -358035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -358038.312500 Penalty: 2645.033691
	Iteration 37Q: 3 clusters Score -358038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -358040.687500 Penalty: 2645.033691
	Iteration 38Q: 3 clusters Score -358040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358042.187500 Penalty: 2645.033691
	Iteration 39Q: 3 clusters Score -358042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -358043.062500 Penalty: 2645.033691
	Iteration 40F: 3 clusters Score -358043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -358043.468750 Penalty: 2645.033691
	Iteration 41Q: 3 clusters Score -358043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -358043.843750 Penalty: 2645.033691
	Iteration 42Q: 3 clusters Score -358043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -358046.312500 Penalty: 2645.033691
	Iteration 43Q: 3 clusters Score -358046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -358048.156250 Penalty: 2645.033691
	Iteration 44Q: 3 clusters Score -358048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -358050.187500 Penalty: 2645.033691
	Iteration 45Q: 3 clusters Score -358050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -358052.500000 Penalty: 2645.033691
	Iteration 46Q: 3 clusters Score -358052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358055.750000 Penalty: 2645.033691
	Iteration 47Q: 3 clusters Score -358055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -358057.593750 Penalty: 2645.033691
	Iteration 48Q: 3 clusters Score -358057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -358060.093750 Penalty: 2645.033691
	Iteration 49Q: 3 clusters Score -358060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -358064.875000 Penalty: 2645.033691
	Iteration 50Q: 3 clusters Score -358064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -358068.031250 Penalty: 2645.033691
	Iteration 51Q: 3 clusters Score -358068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -358069.843750 Penalty: 2645.033691
	Iteration 52Q: 3 clusters Score -358069.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358072.187500 Penalty: 2645.033691
	Iteration 53Q: 3 clusters Score -358072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -358073.562500 Penalty: 2645.033691
	Iteration 54Q: 3 clusters Score -358073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -358075.812500 Penalty: 2645.033691
	Iteration 55Q: 3 clusters Score -358075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -358077.656250 Penalty: 2645.033691
	Iteration 56Q: 3 clusters Score -358077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -358079.687500 Penalty: 2645.033691
	Iteration 57Q: 3 clusters Score -358079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -358082.718750 Penalty: 2645.033691
	Iteration 58Q: 3 clusters Score -358082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -358084.718750 Penalty: 2645.033691
	Iteration 59Q: 3 clusters Score -358084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -358086.875000 Penalty: 2645.033691
	Iteration 60F: 3 clusters Score -358086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -358088.531250 Penalty: 2645.033691
	Iteration 61Q: 3 clusters Score -358088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358089.937500 Penalty: 2645.033691
	Iteration 62Q: 3 clusters Score -358089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -358092.031250 Penalty: 2645.033691
	Iteration 63Q: 3 clusters Score -358092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -358092.156250 Penalty: 2645.033691
	Iteration 64Q: 3 clusters Score -358092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -358092.156250 Penalty: 2645.033691
	Iteration 65F: 3 clusters Score -358092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Entering Unmasked Estep 
Score: -4448905.000000 Penalty: 1722.593872
	Iteration 0F: 2 clusters Score -4448905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4421790.000000 Penalty: 3445.187744
	Iteration 0F: 3 clusters Score -4421790 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4432587.000000 Penalty: 3445.187744
	Iteration 1F: 3 clusters Score -4432587 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4433088.000000 Penalty: 3445.187744
	Iteration 2Q: 3 clusters Score -4433088 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4433698.000000 Penalty: 3445.187744
	Iteration 3Q: 3 clusters Score -4433698 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4434442.000000 Penalty: 3445.187744
	Iteration 4Q: 3 clusters Score -4434442 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4435495.000000 Penalty: 3445.187744
	Iteration 5F: 3 clusters Score -4435495 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4437043.000000 Penalty: 3445.187744
	Iteration 6F: 3 clusters Score -4437043 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4439074.000000 Penalty: 3445.187744
	Iteration 7F: 3 clusters Score -4439074 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4441357.000000 Penalty: 3445.187744
	Iteration 8F: 3 clusters Score -4441357 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4443317.000000 Penalty: 3445.187744
	Iteration 9F: 3 clusters Score -4443317 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4444663.500000 Penalty: 3445.187744
	Iteration 10Q: 3 clusters Score -4444664 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4445518.000000 Penalty: 3445.187744
	Iteration 11Q: 3 clusters Score -4445518 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4446017.000000 Penalty: 3445.187744
	Iteration 12Q: 3 clusters Score -4446017 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -4446402.000000 Penalty: 3445.187744
	Iteration 13Q: 3 clusters Score -4446402 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4446652.000000 Penalty: 3445.187744
	Iteration 14Q: 3 clusters Score -4446652 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -4446828.000000 Penalty: 3445.187744
	Iteration 15Q: 3 clusters Score -4446828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4446974.500000 Penalty: 3445.187744
	Iteration 16Q: 3 clusters Score -4446974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4447086.500000 Penalty: 3445.187744
	Iteration 17Q: 3 clusters Score -4447086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4447163.500000 Penalty: 3445.187744
	Iteration 18Q: 3 clusters Score -4447164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -4447207.000000 Penalty: 3445.187744
	Iteration 19Q: 3 clusters Score -4447207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4447243.500000 Penalty: 3445.187744
	Iteration 20F: 3 clusters Score -4447244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4447268.000000 Penalty: 3445.187744
	Iteration 21Q: 3 clusters Score -4447268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4447294.000000 Penalty: 3445.187744
	Iteration 22Q: 3 clusters Score -4447294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4447339.000000 Penalty: 3445.187744
	Iteration 23Q: 3 clusters Score -4447339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4447371.000000 Penalty: 3445.187744
	Iteration 24Q: 3 clusters Score -4447371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4447385.000000 Penalty: 3445.187744
	Iteration 25Q: 3 clusters Score -4447385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4447396.000000 Penalty: 3445.187744
	Iteration 26Q: 3 clusters Score -4447396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4447401.000000 Penalty: 3445.187744
	Iteration 27Q: 3 clusters Score -4447401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -4447402.000000 Penalty: 3445.187744
	Iteration 28Q: 3 clusters Score -4447402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4447406.000000 Penalty: 3445.187744
	Iteration 29Q: 3 clusters Score -4447406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -4447407.500000 Penalty: 3445.187744
	Iteration 30Q: 3 clusters Score -4447408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4447410.000000 Penalty: 3445.187744
	Iteration 31Q: 3 clusters Score -4447410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -4447408.500000 Penalty: 3445.187744
	Iteration 32Q: 3 clusters Score -4447408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4447416.000000 Penalty: 3445.187744
	Iteration 33Q: 3 clusters Score -4447416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4447415.500000 Penalty: 3445.187744
	Iteration 34Q: 3 clusters Score -4447416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4447418.500000 Penalty: 3445.187744
	Iteration 35Q: 3 clusters Score -4447418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -4447418.500000 Penalty: 3445.187744
	Iteration 36Q: 3 clusters Score -4447418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4447419.000000 Penalty: 3445.187744
	Iteration 37Q: 3 clusters Score -4447419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -4447419.000000 Penalty: 3445.187744
	Iteration 38Q: 3 clusters Score -4447419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -4447420.000000 Penalty: 3445.187744
	Iteration 39Q: 3 clusters Score -4447420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -4447423.000000 Penalty: 3445.187744
	Iteration 40F: 3 clusters Score -4447423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Entering Unmasked Estep 
Score: -8066838.000000 Penalty: 1815.152344
	Iteration 0F: 2 clusters Score -8066838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -8019402.000000 Penalty: 3630.304688
	Iteration 0F: 3 clusters Score -8019402 nChanged 33753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -8038610.500000 Penalty: 3630.304688
	Iteration 1F: 3 clusters Score -8038610 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8039270.000000 Penalty: 3630.304688
	Iteration 2Q: 3 clusters Score -8039270 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -8040164.500000 Penalty: 3630.304688
	Iteration 3Q: 3 clusters Score -8040164 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -8041402.000000 Penalty: 3630.304688
	Iteration 4Q: 3 clusters Score -8041402 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -8043114.000000 Penalty: 3630.304688
	Iteration 5F: 3 clusters Score -8043114 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -8045576.500000 Penalty: 3630.304688
	Iteration 6F: 3 clusters Score -8045576 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -8048962.500000 Penalty: 3630.304688
	Iteration 7F: 3 clusters Score -8048962 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -8053019.000000 Penalty: 3630.304688
	Iteration 8F: 3 clusters Score -8053019 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -8057211.000000 Penalty: 3630.304688
	Iteration 9F: 3 clusters Score -8057211 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -8060585.000000 Penalty: 3630.304688
	Iteration 10F: 3 clusters Score -8060585 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8062721.000000 Penalty: 3630.304688
	Iteration 11Q: 3 clusters Score -8062721 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8063889.500000 Penalty: 3630.304688
	Iteration 12Q: 3 clusters Score -8063890 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8064554.500000 Penalty: 3630.304688
	Iteration 13Q: 3 clusters Score -8064554 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8064904.000000 Penalty: 3630.304688
	Iteration 14Q: 3 clusters Score -8064904 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8065082.000000 Penalty: 3630.304688
	Iteration 15Q: 3 clusters Score -8065082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8065192.000000 Penalty: 3630.304688
	Iteration 16Q: 3 clusters Score -8065192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8065267.000000 Penalty: 3630.304688
	Iteration 17Q: 3 clusters Score -8065267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8065312.500000 Penalty: 3630.304688
	Iteration 18Q: 3 clusters Score -8065312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8065343.000000 Penalty: 3630.304688
	Iteration 19Q: 3 clusters Score -8065343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8065366.000000 Penalty: 3630.304688
	Iteration 20F: 3 clusters Score -8065366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8065391.000000 Penalty: 3630.304688
	Iteration 21Q: 3 clusters Score -8065391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8065405.500000 Penalty: 3630.304688
	Iteration 22Q: 3 clusters Score -8065406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8065411.500000 Penalty: 3630.304688
	Iteration 23Q: 3 clusters Score -8065412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8065417.000000 Penalty: 3630.304688
	Iteration 24Q: 3 clusters Score -8065417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8065419.500000 Penalty: 3630.304688
	Iteration 25Q: 3 clusters Score -8065420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8065423.500000 Penalty: 3630.304688
	Iteration 26Q: 3 clusters Score -8065424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8065426.000000 Penalty: 3630.304688
	Iteration 27Q: 3 clusters Score -8065426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8065422.000000 Penalty: 3630.304688
	Iteration 28Q: 3 clusters Score -8065422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8065421.000000 Penalty: 3630.304688
	Iteration 29Q: 3 clusters Score -8065421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8065425.000000 Penalty: 3630.304688
	Iteration 30Q: 3 clusters Score -8065425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8065425.000000 Penalty: 3630.304688
	Iteration 31Q: 3 clusters Score -8065425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8065426.000000 Penalty: 3630.304688
	Iteration 32Q: 3 clusters Score -8065426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8065436.000000 Penalty: 3630.304688
	Iteration 33Q: 3 clusters Score -8065436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8065435.500000 Penalty: 3630.304688
	Iteration 34Q: 3 clusters Score -8065436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8065436.000000 Penalty: 3630.304688
	Iteration 35Q: 3 clusters Score -8065436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8065436.000000 Penalty: 3630.304688
	Iteration 36F: 3 clusters Score -8065436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -492813.437500 Penalty: 1366.669800
	Iteration 0F: 2 clusters Score -492813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -489148.187500 Penalty: 2733.339600
	Iteration 0F: 3 clusters Score -489148.2 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -490359.281250 Penalty: 2733.339600
	Iteration 1F: 3 clusters Score -490359.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -490817.812500 Penalty: 2733.339600
	Iteration 2F: 3 clusters Score -490817.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -491230.125000 Penalty: 2733.339600
	Iteration 3F: 3 clusters Score -491230.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -491584.625000 Penalty: 2733.339600
	Iteration 4F: 3 clusters Score -491584.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -491881.093750 Penalty: 2733.339600
	Iteration 5F: 3 clusters Score -491881.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -492112.968750 Penalty: 2733.339600
	Iteration 6Q: 3 clusters Score -492113 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -492279.281250 Penalty: 2733.339600
	Iteration 7Q: 3 clusters Score -492279.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -492424.500000 Penalty: 2733.339600
	Iteration 8Q: 3 clusters Score -492424.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -492499.000000 Penalty: 2733.339600
	Iteration 9Q: 3 clusters Score -492499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -492539.781250 Penalty: 2733.339600
	Iteration 10Q: 3 clusters Score -492539.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -492569.968750 Penalty: 2733.339600
	Iteration 11Q: 3 clusters Score -492570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -492585.125000 Penalty: 2733.339600
	Iteration 12Q: 3 clusters Score -492585.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -492596.781250 Penalty: 2733.339600
	Iteration 13Q: 3 clusters Score -492596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -492602.531250 Penalty: 2733.339600
	Iteration 14Q: 3 clusters Score -492602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -492609.656250 Penalty: 2733.339600
	Iteration 15Q: 3 clusters Score -492609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -492615.312500 Penalty: 2733.339600
	Iteration 16Q: 3 clusters Score -492615.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -492620.781250 Penalty: 2733.339600
	Iteration 17Q: 3 clusters Score -492620.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -492627.125000 Penalty: 2733.339600
	Iteration 18Q: 3 clusters Score -492627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -492630.937500 Penalty: 2733.339600
	Iteration 19Q: 3 clusters Score -492630.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -492636.062500 Penalty: 2733.339600
	Iteration 20F: 3 clusters Score -492636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -492637.312500 Penalty: 2733.339600
	Iteration 21Q: 3 clusters Score -492637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -492638.593750 Penalty: 2733.339600
	Iteration 22Q: 3 clusters Score -492638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -492641.656250 Penalty: 2733.339600
	Iteration 23Q: 3 clusters Score -492641.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -492645.906250 Penalty: 2733.339600
	Iteration 24Q: 3 clusters Score -492645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -492648.531250 Penalty: 2733.339600
	Iteration 25Q: 3 clusters Score -492648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -492649.468750 Penalty: 2733.339600
	Iteration 26Q: 3 clusters Score -492649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -492649.000000 Penalty: 2733.339600
	Iteration 27Q: 3 clusters Score -492649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -492653.062500 Penalty: 2733.339600
	Iteration 28Q: 3 clusters Score -492653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -492653.125000 Penalty: 2733.339600
	Iteration 29Q: 3 clusters Score -492653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -492653.562500 Penalty: 2733.339600
	Iteration 30Q: 3 clusters Score -492653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -492653.843750 Penalty: 2733.339600
	Iteration 31Q: 3 clusters Score -492653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -492653.687500 Penalty: 2733.339600
	Iteration 32Q: 3 clusters Score -492653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -492655.718750 Penalty: 2733.339600
	Iteration 33Q: 3 clusters Score -492655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -492655.343750 Penalty: 2733.339600
	Iteration 34Q: 3 clusters Score -492655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -492655.968750 Penalty: 2733.339600
	Iteration 35Q: 3 clusters Score -492656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -492656.843750 Penalty: 2733.339600
	Iteration 36Q: 3 clusters Score -492656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -492657.531250 Penalty: 2733.339600
	Iteration 37Q: 3 clusters Score -492657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -492657.343750 Penalty: 2733.339600
	Iteration 38Q: 3 clusters Score -492657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -492658.593750 Penalty: 2733.339600
	Iteration 39Q: 3 clusters Score -492658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -492658.593750 Penalty: 2733.339600
	Iteration 40F: 3 clusters Score -492658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Entering Unmasked Estep 
Score: -10515740.000000 Penalty: 1859.087280
	Iteration 0F: 2 clusters Score -1.051574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -10453623.000000 Penalty: 3718.174561
	Iteration 0F: 3 clusters Score -1.045362e+07 nChanged 44425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -10479763.000000 Penalty: 3718.174561
	Iteration 1F: 3 clusters Score -1.047976e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -10480579.000000 Penalty: 3718.174561
	Iteration 2Q: 3 clusters Score -1.048058e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -10481734.000000 Penalty: 3718.174561
	Iteration 3Q: 3 clusters Score -1.048173e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -10483432.000000 Penalty: 3718.174561
	Iteration 4Q: 3 clusters Score -1.048343e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -10486298.000000 Penalty: 3718.174561
	Iteration 5F: 3 clusters Score -1.04863e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -10490746.000000 Penalty: 3718.174561
	Iteration 6F: 3 clusters Score -1.049075e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
Score: -10496611.000000 Penalty: 3718.174561
	Iteration 7F: 3 clusters Score -1.049661e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -10502389.000000 Penalty: 3718.174561
	Iteration 8F: 3 clusters Score -1.050239e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -10506304.000000 Penalty: 3718.174561
	Iteration 9F: 3 clusters Score -1.05063e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -10508193.000000 Penalty: 3718.174561
	Iteration 10Q: 3 clusters Score -1.050819e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -10509268.000000 Penalty: 3718.174561
	Iteration 11Q: 3 clusters Score -1.050927e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -10510038.000000 Penalty: 3718.174561
	Iteration 12Q: 3 clusters Score -1.051004e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -10510717.000000 Penalty: 3718.174561
	Iteration 13Q: 3 clusters Score -1.051072e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -10511246.000000 Penalty: 3718.174561
	Iteration 14Q: 3 clusters Score -1.051125e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10511659.000000 Penalty: 3718.174561
	Iteration 15Q: 3 clusters Score -1.051166e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -10511999.000000 Penalty: 3718.174561
	Iteration 16Q: 3 clusters Score -1.0512e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10512251.000000 Penalty: 3718.174561
	Iteration 17Q: 3 clusters Score -1.051225e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -10512504.000000 Penalty: 3718.174561
	Iteration 18Q: 3 clusters Score -1.05125e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -10512767.000000 Penalty: 3718.174561
	Iteration 19Q: 3 clusters Score -1.051277e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -10512934.000000 Penalty: 3718.174561
	Iteration 20F: 3 clusters Score -1.051293e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -10513139.000000 Penalty: 3718.174561
	Iteration 21Q: 3 clusters Score -1.051314e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -10513278.000000 Penalty: 3718.174561
	Iteration 22Q: 3 clusters Score -1.051328e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -10513451.000000 Penalty: 3718.174561
	Iteration 23Q: 3 clusters Score -1.051345e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -10513564.000000 Penalty: 3718.174561
	Iteration 24Q: 3 clusters Score -1.051356e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -10513647.000000 Penalty: 3718.174561
	Iteration 25Q: 3 clusters Score -1.051365e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -10513744.000000 Penalty: 3718.174561
	Iteration 26Q: 3 clusters Score -1.051374e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -10513851.000000 Penalty: 3718.174561
	Iteration 27Q: 3 clusters Score -1.051385e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -10513919.000000 Penalty: 3718.174561
	Iteration 28Q: 3 clusters Score -1.051392e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -10513947.000000 Penalty: 3718.174561
	Iteration 29Q: 3 clusters Score -1.051395e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10514030.000000 Penalty: 3718.174561
	Iteration 30Q: 3 clusters Score -1.051403e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -10514102.000000 Penalty: 3718.174561
	Iteration 31Q: 3 clusters Score -1.05141e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -10514158.000000 Penalty: 3718.174561
	Iteration 32Q: 3 clusters Score -1.051416e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -10514229.000000 Penalty: 3718.174561
	Iteration 33Q: 3 clusters Score -1.051423e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -10514271.000000 Penalty: 3718.174561
	Iteration 34Q: 3 clusters Score -1.051427e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -10514280.000000 Penalty: 3718.174561
	Iteration 35Q: 3 clusters Score -1.051428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -10514313.000000 Penalty: 3718.174561
	Iteration 36Q: 3 clusters Score -1.051431e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -10514332.000000 Penalty: 3718.174561
	Iteration 37Q: 3 clusters Score -1.051433e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -10514347.000000 Penalty: 3718.174561
	Iteration 38Q: 3 clusters Score -1.051435e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -10514369.000000 Penalty: 3718.174561
	Iteration 39Q: 3 clusters Score -1.051437e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10514410.000000 Penalty: 3718.174561
	Iteration 40F: 3 clusters Score -1.051441e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -10514409.000000 Penalty: 3718.174561
	Iteration 41Q: 3 clusters Score -1.051441e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -10514412.000000 Penalty: 3718.174561
	Iteration 42Q: 3 clusters Score -1.051441e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -10514425.000000 Penalty: 3718.174561
	Iteration 43Q: 3 clusters Score -1.051442e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -10514440.000000 Penalty: 3718.174561
	Iteration 44Q: 3 clusters Score -1.051444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -10514455.000000 Penalty: 3718.174561
	Iteration 45Q: 3 clusters Score -1.051446e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -10514468.000000 Penalty: 3718.174561
	Iteration 46Q: 3 clusters Score -1.051447e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -10514468.000000 Penalty: 3718.174561
	Iteration 47Q: 3 clusters Score -1.051447e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -10514478.000000 Penalty: 3718.174561
	Iteration 48Q: 3 clusters Score -1.051448e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -10514493.000000 Penalty: 3718.174561
	Iteration 49Q: 3 clusters Score -1.051449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -10514503.000000 Penalty: 3718.174561
	Iteration 50Q: 3 clusters Score -1.05145e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -10514492.000000 Penalty: 3718.174561
	Iteration 51Q: 3 clusters Score -1.051449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -10514512.000000 Penalty: 3718.174561
	Iteration 52Q: 3 clusters Score -1.051451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -10514522.000000 Penalty: 3718.174561
	Iteration 53Q: 3 clusters Score -1.051452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -10514527.000000 Penalty: 3718.174561
	Iteration 54Q: 3 clusters Score -1.051453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -10514522.000000 Penalty: 3718.174561
	Iteration 55Q: 3 clusters Score -1.051452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -10514533.000000 Penalty: 3718.174561
	Iteration 56Q: 3 clusters Score -1.051453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -10514557.000000 Penalty: 3718.174561
	Iteration 57Q: 3 clusters Score -1.051456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -10514555.000000 Penalty: 3718.174561
	Iteration 58Q: 3 clusters Score -1.051456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -10514546.000000 Penalty: 3718.174561
	Iteration 59Q: 3 clusters Score -1.051455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -10514542.000000 Penalty: 3718.174561
	Iteration 60F: 3 clusters Score -1.051454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -10514543.000000 Penalty: 3718.174561
	Iteration 61Q: 3 clusters Score -1.051454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -10514540.000000 Penalty: 3718.174561
	Iteration 62Q: 3 clusters Score -1.051454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -10514541.000000 Penalty: 3718.174561
	Iteration 63Q: 3 clusters Score -1.051454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -10514539.000000 Penalty: 3718.174561
	Iteration 64Q: 3 clusters Score -1.051454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10514544.000000 Penalty: 3718.174561
	Iteration 65Q: 3 clusters Score -1.051454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10514540.000000 Penalty: 3718.174561
	Iteration 66Q: 3 clusters Score -1.051454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -10514537.000000 Penalty: 3718.174561
	Iteration 67Q: 3 clusters Score -1.051454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -10514537.000000 Penalty: 3718.174561
	Iteration 68Q: 3 clusters Score -1.051454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -10514540.000000 Penalty: 3718.174561
	Iteration 69Q: 3 clusters Score -1.051454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -10514557.000000 Penalty: 3718.174561
	Iteration 70Q: 3 clusters Score -1.051456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -10514543.000000 Penalty: 3718.174561
	Iteration 71Q: 3 clusters Score -1.051454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -10514553.000000 Penalty: 3718.174561
	Iteration 72Q: 3 clusters Score -1.051455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -10514553.000000 Penalty: 3718.174561
	Iteration 73Q: 3 clusters Score -1.051455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -10514556.000000 Penalty: 3718.174561
	Iteration 74Q: 3 clusters Score -1.051456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -10514568.000000 Penalty: 3718.174561
	Iteration 75Q: 3 clusters Score -1.051457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -10514558.000000 Penalty: 3718.174561
	Iteration 76Q: 3 clusters Score -1.051456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -10514558.000000 Penalty: 3718.174561
	Iteration 77Q: 3 clusters Score -1.051456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -10514559.000000 Penalty: 3718.174561
	Iteration 78Q: 3 clusters Score -1.051456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -10514577.000000 Penalty: 3718.174561
	Iteration 79Q: 3 clusters Score -1.051458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -10514579.000000 Penalty: 3718.174561
	Iteration 80F: 3 clusters Score -1.051458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -10514590.000000 Penalty: 3718.174561
	Iteration 81Q: 3 clusters Score -1.051459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -10514595.000000 Penalty: 3718.174561
	Iteration 82Q: 3 clusters Score -1.05146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -10514589.000000 Penalty: 3718.174561
	Iteration 83Q: 3 clusters Score -1.051459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -10514598.000000 Penalty: 3718.174561
	Iteration 84Q: 3 clusters Score -1.05146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -10514591.000000 Penalty: 3718.174561
	Iteration 85Q: 3 clusters Score -1.051459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -10514585.000000 Penalty: 3718.174561
	Iteration 86Q: 3 clusters Score -1.051458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -10514589.000000 Penalty: 3718.174561
	Iteration 87Q: 3 clusters Score -1.051459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -10514589.000000 Penalty: 3718.174561
	Iteration 88Q: 3 clusters Score -1.051459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -10514594.000000 Penalty: 3718.174561
	Iteration 89Q: 3 clusters Score -1.051459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -10514596.000000 Penalty: 3718.174561
	Iteration 90Q: 3 clusters Score -1.05146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -10514596.000000 Penalty: 3718.174561
	Iteration 91Q: 3 clusters Score -1.05146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -10514596.000000 Penalty: 3718.174561
	Iteration 92F: 3 clusters Score -1.05146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Entering Unmasked Estep 
Score: -9975026.000000 Penalty: 1850.261963
	Iteration 0F: 2 clusters Score -9975026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -9916604.000000 Penalty: 3700.523926
	Iteration 0F: 3 clusters Score -9916604 nChanged 42078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -9941235.000000 Penalty: 3700.523926
	Iteration 1F: 3 clusters Score -9941235 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -9942755.000000 Penalty: 3700.523926
	Iteration 2Q: 3 clusters Score -9942755 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -9945279.000000 Penalty: 3700.523926
	Iteration 3F: 3 clusters Score -9945279 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -9949563.000000 Penalty: 3700.523926
	Iteration 4F: 3 clusters Score -9949563 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -9956004.000000 Penalty: 3700.523926
	Iteration 5F: 3 clusters Score -9956004 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9963066.000000 Penalty: 3700.523926
	Iteration 6F: 3 clusters Score -9963066 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -9968431.000000 Penalty: 3700.523926
	Iteration 7F: 3 clusters Score -9968431 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -9971003.000000 Penalty: 3700.523926
	Iteration 8Q: 3 clusters Score -9971003 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -9972105.000000 Penalty: 3700.523926
	Iteration 9Q: 3 clusters Score -9972105 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -9972605.000000 Penalty: 3700.523926
	Iteration 10Q: 3 clusters Score -9972605 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -9972873.000000 Penalty: 3700.523926
	Iteration 11Q: 3 clusters Score -9972873 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -9973116.000000 Penalty: 3700.523926
	Iteration 12Q: 3 clusters Score -9973116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -9973236.000000 Penalty: 3700.523926
	Iteration 13Q: 3 clusters Score -9973236 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -9973401.000000 Penalty: 3700.523926
	Iteration 14Q: 3 clusters Score -9973401 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -9973488.000000 Penalty: 3700.523926
	Iteration 15Q: 3 clusters Score -9973488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -9973594.000000 Penalty: 3700.523926
	Iteration 16Q: 3 clusters Score -9973594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -9973620.000000 Penalty: 3700.523926
	Iteration 17Q: 3 clusters Score -9973620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -9973632.000000 Penalty: 3700.523926
	Iteration 18Q: 3 clusters Score -9973632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -9973700.000000 Penalty: 3700.523926
	Iteration 19Q: 3 clusters Score -9973700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -9973682.000000 Penalty: 3700.523926
	Iteration 20F: 3 clusters Score -9973682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -9973709.000000 Penalty: 3700.523926
	Iteration 21Q: 3 clusters Score -9973709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -9973748.000000 Penalty: 3700.523926
	Iteration 22Q: 3 clusters Score -9973748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -9973751.000000 Penalty: 3700.523926
	Iteration 23Q: 3 clusters Score -9973751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -9973800.000000 Penalty: 3700.523926
	Iteration 24Q: 3 clusters Score -9973800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -9973809.000000 Penalty: 3700.523926
	Iteration 25Q: 3 clusters Score -9973809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -9973809.000000 Penalty: 3700.523926
	Iteration 26Q: 3 clusters Score -9973809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -9973811.000000 Penalty: 3700.523926
	Iteration 27Q: 3 clusters Score -9973811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -9973791.000000 Penalty: 3700.523926
	Iteration 28Q: 3 clusters Score -9973791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -9973792.000000 Penalty: 3700.523926
	Iteration 29Q: 3 clusters Score -9973792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -9973820.000000 Penalty: 3700.523926
	Iteration 30Q: 3 clusters Score -9973820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -9973829.000000 Penalty: 3700.523926
	Iteration 31Q: 3 clusters Score -9973829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -9973803.000000 Penalty: 3700.523926
	Iteration 32Q: 3 clusters Score -9973803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -9973815.000000 Penalty: 3700.523926
	Iteration 33Q: 3 clusters Score -9973815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -9973825.000000 Penalty: 3700.523926
	Iteration 34Q: 3 clusters Score -9973825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -9973840.000000 Penalty: 3700.523926
	Iteration 35Q: 3 clusters Score -9973840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -9973837.000000 Penalty: 3700.523926
	Iteration 36Q: 3 clusters Score -9973837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -9973828.000000 Penalty: 3700.523926
	Iteration 37Q: 3 clusters Score -9973828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -9973825.000000 Penalty: 3700.523926
	Iteration 38Q: 3 clusters Score -9973825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -9973846.000000 Penalty: 3700.523926
	Iteration 39Q: 3 clusters Score -9973846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -9973838.000000 Penalty: 3700.523926
	Iteration 40F: 3 clusters Score -9973838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -9973842.000000 Penalty: 3700.523926
	Iteration 41Q: 3 clusters Score -9973842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -9973850.000000 Penalty: 3700.523926
	Iteration 42Q: 3 clusters Score -9973850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -9973842.000000 Penalty: 3700.523926
	Iteration 43Q: 3 clusters Score -9973842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -9973837.000000 Penalty: 3700.523926
	Iteration 44Q: 3 clusters Score -9973837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -9973838.000000 Penalty: 3700.523926
	Iteration 45Q: 3 clusters Score -9973838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
Score: -9973835.000000 Penalty: 3700.523926
	Iteration 46Q: 3 clusters Score -9973835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -9973840.000000 Penalty: 3700.523926
	Iteration 47Q: 3 clusters Score -9973840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -9973840.000000 Penalty: 3700.523926
	Iteration 48F: 3 clusters Score -9973840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (141825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Entering Unmasked Estep 
Score: -15961059.000000 Penalty: 1927.631836
	Iteration 0F: 2 clusters Score -1.596106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -15871101.000000 Penalty: 3855.263672
	Iteration 0F: 3 clusters Score -1.58711e+07 nChanged 68186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -15911511.000000 Penalty: 3855.263672
	Iteration 1F: 3 clusters Score -1.591151e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -15913424.000000 Penalty: 3855.263672
	Iteration 2Q: 3 clusters Score -1.591342e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -15916944.000000 Penalty: 3855.263672
	Iteration 3F: 3 clusters Score -1.591694e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -15922360.000000 Penalty: 3855.263672
	Iteration 4F: 3 clusters Score -1.592236e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -15930006.000000 Penalty: 3855.263672
	Iteration 5F: 3 clusters Score -1.593001e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -15938748.000000 Penalty: 3855.263672
	Iteration 6F: 3 clusters Score -1.593875e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -15945214.000000 Penalty: 3855.263672
	Iteration 7F: 3 clusters Score -1.594521e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -15948257.000000 Penalty: 3855.263672
	Iteration 8Q: 3 clusters Score -1.594826e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -15949665.000000 Penalty: 3855.263672
	Iteration 9Q: 3 clusters Score -1.594966e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -15950447.000000 Penalty: 3855.263672
	Iteration 10Q: 3 clusters Score -1.595045e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -15951233.000000 Penalty: 3855.263672
	Iteration 11Q: 3 clusters Score -1.595123e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -15951975.000000 Penalty: 3855.263672
	Iteration 12Q: 3 clusters Score -1.595198e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119762 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -15952670.000000 Penalty: 3855.263672
	Iteration 13Q: 3 clusters Score -1.595267e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121334 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -15953476.000000 Penalty: 3855.263672
	Iteration 14Q: 3 clusters Score -1.595348e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -15954192.000000 Penalty: 3855.263672
	Iteration 15Q: 3 clusters Score -1.595419e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -15954813.000000 Penalty: 3855.263672
	Iteration 16Q: 3 clusters Score -1.595481e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125330 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -15955412.000000 Penalty: 3855.263672
	Iteration 17Q: 3 clusters Score -1.595541e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -15955804.000000 Penalty: 3855.263672
	Iteration 18Q: 3 clusters Score -1.59558e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -15956124.000000 Penalty: 3855.263672
	Iteration 19Q: 3 clusters Score -1.595612e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -15956437.000000 Penalty: 3855.263672
	Iteration 20F: 3 clusters Score -1.595644e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -15956690.000000 Penalty: 3855.263672
	Iteration 21Q: 3 clusters Score -1.595669e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129877 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -15956937.000000 Penalty: 3855.263672
	Iteration 22Q: 3 clusters Score -1.595694e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -15957124.000000 Penalty: 3855.263672
	Iteration 23Q: 3 clusters Score -1.595712e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -15957293.000000 Penalty: 3855.263672
	Iteration 24Q: 3 clusters Score -1.595729e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -15957463.000000 Penalty: 3855.263672
	Iteration 25Q: 3 clusters Score -1.595746e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -15957654.000000 Penalty: 3855.263672
	Iteration 26Q: 3 clusters Score -1.595765e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -15957778.000000 Penalty: 3855.263672
	Iteration 27Q: 3 clusters Score -1.595778e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133341 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -15957886.000000 Penalty: 3855.263672
	Iteration 28Q: 3 clusters Score -1.595789e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -15958027.000000 Penalty: 3855.263672
	Iteration 29Q: 3 clusters Score -1.595803e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -15958066.000000 Penalty: 3855.263672
	Iteration 30Q: 3 clusters Score -1.595807e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -15958144.000000 Penalty: 3855.263672
	Iteration 31Q: 3 clusters Score -1.595814e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -15958188.000000 Penalty: 3855.263672
	Iteration 32Q: 3 clusters Score -1.595819e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135193 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -15958229.000000 Penalty: 3855.263672
	Iteration 33Q: 3 clusters Score -1.595823e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135463 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -15958315.000000 Penalty: 3855.263672
	Iteration 34Q: 3 clusters Score -1.595832e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -15958395.000000 Penalty: 3855.263672
	Iteration 35Q: 3 clusters Score -1.59584e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -15958481.000000 Penalty: 3855.263672
	Iteration 36Q: 3 clusters Score -1.595848e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -15958533.000000 Penalty: 3855.263672
	Iteration 37Q: 3 clusters Score -1.595853e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136353 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -15958589.000000 Penalty: 3855.263672
	Iteration 38Q: 3 clusters Score -1.595859e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136532 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -15958663.000000 Penalty: 3855.263672
	Iteration 39Q: 3 clusters Score -1.595866e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -15958683.000000 Penalty: 3855.263672
	Iteration 40F: 3 clusters Score -1.595868e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -15958713.000000 Penalty: 3855.263672
	Iteration 41Q: 3 clusters Score -1.595871e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -15958770.000000 Penalty: 3855.263672
	Iteration 42Q: 3 clusters Score -1.595877e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137163 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -15958822.000000 Penalty: 3855.263672
	Iteration 43Q: 3 clusters Score -1.595882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -15958857.000000 Penalty: 3855.263672
	Iteration 44Q: 3 clusters Score -1.595886e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -15958898.000000 Penalty: 3855.263672
	Iteration 45Q: 3 clusters Score -1.59589e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15958931.000000 Penalty: 3855.263672
	Iteration 46Q: 3 clusters Score -1.595893e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -15958964.000000 Penalty: 3855.263672
	Iteration 47Q: 3 clusters Score -1.595896e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -15958986.000000 Penalty: 3855.263672
	Iteration 48Q: 3 clusters Score -1.595899e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137763 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -15958994.000000 Penalty: 3855.263672
	Iteration 49Q: 3 clusters Score -1.595899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -15959008.000000 Penalty: 3855.263672
	Iteration 50Q: 3 clusters Score -1.595901e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -15959018.000000 Penalty: 3855.263672
	Iteration 51Q: 3 clusters Score -1.595902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137935 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -15959001.000000 Penalty: 3855.263672
	Iteration 52Q: 3 clusters Score -1.5959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137986 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15959005.000000 Penalty: 3855.263672
	Iteration 53Q: 3 clusters Score -1.5959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -15959016.000000 Penalty: 3855.263672
	Iteration 54Q: 3 clusters Score -1.595902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -15959025.000000 Penalty: 3855.263672
	Iteration 55Q: 3 clusters Score -1.595902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138109 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -15959032.000000 Penalty: 3855.263672
	Iteration 56Q: 3 clusters Score -1.595903e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138156 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -15959056.000000 Penalty: 3855.263672
	Iteration 57Q: 3 clusters Score -1.595906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -15959075.000000 Penalty: 3855.263672
	Iteration 58Q: 3 clusters Score -1.595908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -15959108.000000 Penalty: 3855.263672
	Iteration 59Q: 3 clusters Score -1.595911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138266 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -15959124.000000 Penalty: 3855.263672
	Iteration 60F: 3 clusters Score -1.595912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138297 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -15959143.000000 Penalty: 3855.263672
	Iteration 61Q: 3 clusters Score -1.595914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -15959131.000000 Penalty: 3855.263672
	Iteration 62Q: 3 clusters Score -1.595913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138351 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -15959135.000000 Penalty: 3855.263672
	Iteration 63Q: 3 clusters Score -1.595914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138378 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -15959156.000000 Penalty: 3855.263672
	Iteration 64Q: 3 clusters Score -1.595916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -15959159.000000 Penalty: 3855.263672
	Iteration 65Q: 3 clusters Score -1.595916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -15959148.000000 Penalty: 3855.263672
	Iteration 66Q: 3 clusters Score -1.595915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138434 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -15959158.000000 Penalty: 3855.263672
	Iteration 67Q: 3 clusters Score -1.595916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -15959157.000000 Penalty: 3855.263672
	Iteration 68Q: 3 clusters Score -1.595916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138474 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -15959149.000000 Penalty: 3855.263672
	Iteration 69Q: 3 clusters Score -1.595915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -15959173.000000 Penalty: 3855.263672
	Iteration 70Q: 3 clusters Score -1.595917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138523 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -15959181.000000 Penalty: 3855.263672
	Iteration 71Q: 3 clusters Score -1.595918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138537 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -15959165.000000 Penalty: 3855.263672
	Iteration 72Q: 3 clusters Score -1.595916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -15959162.000000 Penalty: 3855.263672
	Iteration 73Q: 3 clusters Score -1.595916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -15959177.000000 Penalty: 3855.263672
	Iteration 74Q: 3 clusters Score -1.595918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138593 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -15959186.000000 Penalty: 3855.263672
	Iteration 75Q: 3 clusters Score -1.595919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138611 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -15959193.000000 Penalty: 3855.263672
	Iteration 76Q: 3 clusters Score -1.595919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -15959191.000000 Penalty: 3855.263672
	Iteration 77Q: 3 clusters Score -1.595919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -15959193.000000 Penalty: 3855.263672
	Iteration 78Q: 3 clusters Score -1.595919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -15959181.000000 Penalty: 3855.263672
	Iteration 79Q: 3 clusters Score -1.595918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -15959205.000000 Penalty: 3855.263672
	Iteration 80F: 3 clusters Score -1.59592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138699 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15959185.000000 Penalty: 3855.263672
	Iteration 81Q: 3 clusters Score -1.595918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138723 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -15959201.000000 Penalty: 3855.263672
	Iteration 82Q: 3 clusters Score -1.59592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -15959207.000000 Penalty: 3855.263672
	Iteration 83Q: 3 clusters Score -1.595921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138750 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -15959205.000000 Penalty: 3855.263672
	Iteration 84Q: 3 clusters Score -1.59592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -15959203.000000 Penalty: 3855.263672
	Iteration 85Q: 3 clusters Score -1.59592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -15959214.000000 Penalty: 3855.263672
	Iteration 86Q: 3 clusters Score -1.595921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -15959229.000000 Penalty: 3855.263672
	Iteration 87Q: 3 clusters Score -1.595923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -15959235.000000 Penalty: 3855.263672
	Iteration 88Q: 3 clusters Score -1.595924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -15959222.000000 Penalty: 3855.263672
	Iteration 89Q: 3 clusters Score -1.595922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -15959227.000000 Penalty: 3855.263672
	Iteration 90Q: 3 clusters Score -1.595923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138804 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -15959215.000000 Penalty: 3855.263672
	Iteration 91Q: 3 clusters Score -1.595922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -15959214.000000 Penalty: 3855.263672
	Iteration 92Q: 3 clusters Score -1.595921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -15959219.000000 Penalty: 3855.263672
	Iteration 93Q: 3 clusters Score -1.595922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138819 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -15959224.000000 Penalty: 3855.263672
	Iteration 94Q: 3 clusters Score -1.595922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138827 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -15959225.000000 Penalty: 3855.263672
	Iteration 95Q: 3 clusters Score -1.595922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15959219.000000 Penalty: 3855.263672
	Iteration 96Q: 3 clusters Score -1.595922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -15959223.000000 Penalty: 3855.263672
	Iteration 97Q: 3 clusters Score -1.595922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -15959226.000000 Penalty: 3855.263672
	Iteration 98Q: 3 clusters Score -1.595923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138860 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -15959227.000000 Penalty: 3855.263672
	Iteration 99Q: 3 clusters Score -1.595923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138869 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -15959232.000000 Penalty: 3855.263672
	Iteration 100F: 3 clusters Score -1.595923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -15959236.000000 Penalty: 3855.263672
	Iteration 101Q: 3 clusters Score -1.595924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15959241.000000 Penalty: 3855.263672
	Iteration 102Q: 3 clusters Score -1.595924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -15959244.000000 Penalty: 3855.263672
	Iteration 103Q: 3 clusters Score -1.595924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -15959238.000000 Penalty: 3855.263672
	Iteration 104Q: 3 clusters Score -1.595924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -15959229.000000 Penalty: 3855.263672
	Iteration 105Q: 3 clusters Score -1.595923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -15959234.000000 Penalty: 3855.263672
	Iteration 106Q: 3 clusters Score -1.595923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138913 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -15959231.000000 Penalty: 3855.263672
	Iteration 107Q: 3 clusters Score -1.595923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138914 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -15959231.000000 Penalty: 3855.263672
	Iteration 108Q: 3 clusters Score -1.595923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -15959228.000000 Penalty: 3855.263672
	Iteration 109Q: 3 clusters Score -1.595923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -15959230.000000 Penalty: 3855.263672
	Iteration 110Q: 3 clusters Score -1.595923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -15959227.000000 Penalty: 3855.263672
	Iteration 111Q: 3 clusters Score -1.595923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -15959227.000000 Penalty: 3855.263672
	Iteration 112F: 3 clusters Score -1.595923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -1301041.250000 Penalty: 1517.100586
	Iteration 0F: 2 clusters Score -1301041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1293042.500000 Penalty: 3034.201172
	Iteration 0F: 3 clusters Score -1293042 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1295706.250000 Penalty: 3034.201172
	Iteration 1F: 3 clusters Score -1295706 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1295997.500000 Penalty: 3034.201172
	Iteration 2F: 3 clusters Score -1295998 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1296225.875000 Penalty: 3034.201172
	Iteration 3Q: 3 clusters Score -1296226 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1296442.500000 Penalty: 3034.201172
	Iteration 4Q: 3 clusters Score -1296442 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1296661.125000 Penalty: 3034.201172
	Iteration 5Q: 3 clusters Score -1296661 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1296878.375000 Penalty: 3034.201172
	Iteration 6Q: 3 clusters Score -1296878 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1297114.875000 Penalty: 3034.201172
	Iteration 7Q: 3 clusters Score -1297115 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1297389.500000 Penalty: 3034.201172
	Iteration 8Q: 3 clusters Score -1297390 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1297712.125000 Penalty: 3034.201172
	Iteration 9Q: 3 clusters Score -1297712 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1298089.875000 Penalty: 3034.201172
	Iteration 10Q: 3 clusters Score -1298090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1298436.000000 Penalty: 3034.201172
	Iteration 11Q: 3 clusters Score -1298436 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1298683.000000 Penalty: 3034.201172
	Iteration 12Q: 3 clusters Score -1298683 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1298812.875000 Penalty: 3034.201172
	Iteration 13Q: 3 clusters Score -1298813 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1298894.375000 Penalty: 3034.201172
	Iteration 14Q: 3 clusters Score -1298894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1298948.375000 Penalty: 3034.201172
	Iteration 15Q: 3 clusters Score -1298948 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1298984.875000 Penalty: 3034.201172
	Iteration 16Q: 3 clusters Score -1298985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1299016.000000 Penalty: 3034.201172
	Iteration 17Q: 3 clusters Score -1299016 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1299047.750000 Penalty: 3034.201172
	Iteration 18Q: 3 clusters Score -1299048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1299068.875000 Penalty: 3034.201172
	Iteration 19Q: 3 clusters Score -1299069 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1299099.875000 Penalty: 3034.201172
	Iteration 20F: 3 clusters Score -1299100 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1299122.625000 Penalty: 3034.201172
	Iteration 21Q: 3 clusters Score -1299123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1299151.875000 Penalty: 3034.201172
	Iteration 22Q: 3 clusters Score -1299152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1299172.250000 Penalty: 3034.201172
	Iteration 23Q: 3 clusters Score -1299172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1299197.875000 Penalty: 3034.201172
	Iteration 24Q: 3 clusters Score -1299198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1299221.625000 Penalty: 3034.201172
	Iteration 25Q: 3 clusters Score -1299222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1299241.625000 Penalty: 3034.201172
	Iteration 26Q: 3 clusters Score -1299242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1299260.000000 Penalty: 3034.201172
	Iteration 27Q: 3 clusters Score -1299260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1299280.000000 Penalty: 3034.201172
	Iteration 28Q: 3 clusters Score -1299280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1299290.250000 Penalty: 3034.201172
	Iteration 29Q: 3 clusters Score -1299290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1299296.000000 Penalty: 3034.201172
	Iteration 30Q: 3 clusters Score -1299296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1299305.125000 Penalty: 3034.201172
	Iteration 31Q: 3 clusters Score -1299305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1299309.750000 Penalty: 3034.201172
	Iteration 32Q: 3 clusters Score -1299310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1299315.375000 Penalty: 3034.201172
	Iteration 33Q: 3 clusters Score -1299315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1299317.000000 Penalty: 3034.201172
	Iteration 34Q: 3 clusters Score -1299317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1299328.125000 Penalty: 3034.201172
	Iteration 35Q: 3 clusters Score -1299328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1299333.750000 Penalty: 3034.201172
	Iteration 36Q: 3 clusters Score -1299334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1299339.625000 Penalty: 3034.201172
	Iteration 37Q: 3 clusters Score -1299340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1299345.250000 Penalty: 3034.201172
	Iteration 38Q: 3 clusters Score -1299345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1299356.750000 Penalty: 3034.201172
	Iteration 39Q: 3 clusters Score -1299357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1299363.125000 Penalty: 3034.201172
	Iteration 40F: 3 clusters Score -1299363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1299374.000000 Penalty: 3034.201172
	Iteration 41Q: 3 clusters Score -1299374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1299379.875000 Penalty: 3034.201172
	Iteration 42Q: 3 clusters Score -1299380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1299385.250000 Penalty: 3034.201172
	Iteration 43Q: 3 clusters Score -1299385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1299387.500000 Penalty: 3034.201172
	Iteration 44Q: 3 clusters Score -1299388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1299389.500000 Penalty: 3034.201172
	Iteration 45Q: 3 clusters Score -1299390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1299392.500000 Penalty: 3034.201172
	Iteration 46Q: 3 clusters Score -1299392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1299396.875000 Penalty: 3034.201172
	Iteration 47Q: 3 clusters Score -1299397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1299399.625000 Penalty: 3034.201172
	Iteration 48Q: 3 clusters Score -1299400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1299401.000000 Penalty: 3034.201172
	Iteration 49Q: 3 clusters Score -1299401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1299403.000000 Penalty: 3034.201172
	Iteration 50Q: 3 clusters Score -1299403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1299404.875000 Penalty: 3034.201172
	Iteration 51Q: 3 clusters Score -1299405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1299408.125000 Penalty: 3034.201172
	Iteration 52Q: 3 clusters Score -1299408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1299410.875000 Penalty: 3034.201172
	Iteration 53Q: 3 clusters Score -1299411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1299413.375000 Penalty: 3034.201172
	Iteration 54Q: 3 clusters Score -1299413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1299414.375000 Penalty: 3034.201172
	Iteration 55Q: 3 clusters Score -1299414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1299415.875000 Penalty: 3034.201172
	Iteration 56Q: 3 clusters Score -1299416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1299418.375000 Penalty: 3034.201172
	Iteration 57Q: 3 clusters Score -1299418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1299420.625000 Penalty: 3034.201172
	Iteration 58Q: 3 clusters Score -1299421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1299423.750000 Penalty: 3034.201172
	Iteration 59Q: 3 clusters Score -1299424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1299431.375000 Penalty: 3034.201172
	Iteration 60F: 3 clusters Score -1299431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1299442.625000 Penalty: 3034.201172
	Iteration 61Q: 3 clusters Score -1299443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1299453.750000 Penalty: 3034.201172
	Iteration 62Q: 3 clusters Score -1299454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1299464.750000 Penalty: 3034.201172
	Iteration 63Q: 3 clusters Score -1299465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1299471.875000 Penalty: 3034.201172
	Iteration 64Q: 3 clusters Score -1299472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1299479.375000 Penalty: 3034.201172
	Iteration 65Q: 3 clusters Score -1299479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1299482.875000 Penalty: 3034.201172
	Iteration 66Q: 3 clusters Score -1299483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1299488.750000 Penalty: 3034.201172
	Iteration 67Q: 3 clusters Score -1299489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1299494.500000 Penalty: 3034.201172
	Iteration 68Q: 3 clusters Score -1299494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1299499.875000 Penalty: 3034.201172
	Iteration 69Q: 3 clusters Score -1299500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1299509.125000 Penalty: 3034.201172
	Iteration 70Q: 3 clusters Score -1299509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1299515.750000 Penalty: 3034.201172
	Iteration 71Q: 3 clusters Score -1299516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1299518.875000 Penalty: 3034.201172
	Iteration 72Q: 3 clusters Score -1299519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1299525.625000 Penalty: 3034.201172
	Iteration 73Q: 3 clusters Score -1299526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1299535.000000 Penalty: 3034.201172
	Iteration 74Q: 3 clusters Score -1299535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1299536.500000 Penalty: 3034.201172
	Iteration 75Q: 3 clusters Score -1299536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1299541.500000 Penalty: 3034.201172
	Iteration 76Q: 3 clusters Score -1299542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1299552.125000 Penalty: 3034.201172
	Iteration 77Q: 3 clusters Score -1299552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1299562.125000 Penalty: 3034.201172
	Iteration 78Q: 3 clusters Score -1299562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1299571.125000 Penalty: 3034.201172
	Iteration 79Q: 3 clusters Score -1299571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1299574.125000 Penalty: 3034.201172
	Iteration 80F: 3 clusters Score -1299574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1299581.500000 Penalty: 3034.201172
	Iteration 81Q: 3 clusters Score -1299582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1299593.750000 Penalty: 3034.201172
	Iteration 82Q: 3 clusters Score -1299594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1299599.250000 Penalty: 3034.201172
	Iteration 83Q: 3 clusters Score -1299599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1299604.250000 Penalty: 3034.201172
	Iteration 84Q: 3 clusters Score -1299604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1299607.875000 Penalty: 3034.201172
	Iteration 85Q: 3 clusters Score -1299608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1299609.250000 Penalty: 3034.201172
	Iteration 86Q: 3 clusters Score -1299609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1299613.250000 Penalty: 3034.201172
	Iteration 87Q: 3 clusters Score -1299613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1299613.750000 Penalty: 3034.201172
	Iteration 88Q: 3 clusters Score -1299614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1299618.875000 Penalty: 3034.201172
	Iteration 89Q: 3 clusters Score -1299619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1299623.250000 Penalty: 3034.201172
	Iteration 90Q: 3 clusters Score -1299623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1299626.875000 Penalty: 3034.201172
	Iteration 91Q: 3 clusters Score -1299627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1299634.000000 Penalty: 3034.201172
	Iteration 92Q: 3 clusters Score -1299634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1299641.125000 Penalty: 3034.201172
	Iteration 93Q: 3 clusters Score -1299641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1299644.750000 Penalty: 3034.201172
	Iteration 94Q: 3 clusters Score -1299645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1299652.500000 Penalty: 3034.201172
	Iteration 95Q: 3 clusters Score -1299652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1299653.000000 Penalty: 3034.201172
	Iteration 96Q: 3 clusters Score -1299653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1299654.750000 Penalty: 3034.201172
	Iteration 97Q: 3 clusters Score -1299655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1299655.500000 Penalty: 3034.201172
	Iteration 98Q: 3 clusters Score -1299656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1299661.875000 Penalty: 3034.201172
	Iteration 99Q: 3 clusters Score -1299662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1299669.000000 Penalty: 3034.201172
	Iteration 100F: 3 clusters Score -1299669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1299673.750000 Penalty: 3034.201172
	Iteration 101Q: 3 clusters Score -1299674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1299677.625000 Penalty: 3034.201172
	Iteration 102Q: 3 clusters Score -1299678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1299682.875000 Penalty: 3034.201172
	Iteration 103Q: 3 clusters Score -1299683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1299682.875000 Penalty: 3034.201172
	Iteration 104Q: 3 clusters Score -1299683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1299684.750000 Penalty: 3034.201172
	Iteration 105Q: 3 clusters Score -1299685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1299688.125000 Penalty: 3034.201172
	Iteration 106Q: 3 clusters Score -1299688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1299689.500000 Penalty: 3034.201172
	Iteration 107Q: 3 clusters Score -1299690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1299693.500000 Penalty: 3034.201172
	Iteration 108Q: 3 clusters Score -1299694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1299697.375000 Penalty: 3034.201172
	Iteration 109Q: 3 clusters Score -1299697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1299698.875000 Penalty: 3034.201172
	Iteration 110Q: 3 clusters Score -1299699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1299702.125000 Penalty: 3034.201172
	Iteration 111Q: 3 clusters Score -1299702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1299703.125000 Penalty: 3034.201172
	Iteration 112Q: 3 clusters Score -1299703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1299707.000000 Penalty: 3034.201172
	Iteration 113Q: 3 clusters Score -1299707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1299710.875000 Penalty: 3034.201172
	Iteration 114Q: 3 clusters Score -1299711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1299709.000000 Penalty: 3034.201172
	Iteration 115Q: 3 clusters Score -1299709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1299709.875000 Penalty: 3034.201172
	Iteration 116Q: 3 clusters Score -1299710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1299710.250000 Penalty: 3034.201172
	Iteration 117Q: 3 clusters Score -1299710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1299710.500000 Penalty: 3034.201172
	Iteration 118Q: 3 clusters Score -1299710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1299711.500000 Penalty: 3034.201172
	Iteration 119Q: 3 clusters Score -1299712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1299711.625000 Penalty: 3034.201172
	Iteration 120F: 3 clusters Score -1299712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1299712.125000 Penalty: 3034.201172
	Iteration 121Q: 3 clusters Score -1299712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1299710.875000 Penalty: 3034.201172
	Iteration 122Q: 3 clusters Score -1299711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1299711.625000 Penalty: 3034.201172
	Iteration 123Q: 3 clusters Score -1299712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1299711.625000 Penalty: 3034.201172
	Iteration 124F: 3 clusters Score -1299712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16495.625000 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16495.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15871.243164 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15871.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16043.083984 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -16043.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16055.290039 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -16055.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16059.457031 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -16059.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16059.457031 Penalty: 1721.953125
	Iteration 4F: 3 clusters Score -16059.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Entering Unmasked Estep 
Score: -9922833.000000 Penalty: 1851.610229
	Iteration 0F: 2 clusters Score -9922833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -9863449.000000 Penalty: 3703.220459
	Iteration 0F: 3 clusters Score -9863449 nChanged 42413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -9887996.000000 Penalty: 3703.220459
	Iteration 1F: 3 clusters Score -9887996 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -9888686.000000 Penalty: 3703.220459
	Iteration 2Q: 3 clusters Score -9888686 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -9889563.000000 Penalty: 3703.220459
	Iteration 3Q: 3 clusters Score -9889563 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -9890764.000000 Penalty: 3703.220459
	Iteration 4Q: 3 clusters Score -9890764 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -9892612.000000 Penalty: 3703.220459
	Iteration 5Q: 3 clusters Score -9892612 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -9895337.000000 Penalty: 3703.220459
	Iteration 6F: 3 clusters Score -9895337 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -9898949.000000 Penalty: 3703.220459
	Iteration 7F: 3 clusters Score -9898949 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -9902553.000000 Penalty: 3703.220459
	Iteration 8F: 3 clusters Score -9902553 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -9905158.000000 Penalty: 3703.220459
	Iteration 9F: 3 clusters Score -9905158 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -9907014.000000 Penalty: 3703.220459
	Iteration 10Q: 3 clusters Score -9907014 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -9908306.000000 Penalty: 3703.220459
	Iteration 11Q: 3 clusters Score -9908306 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9909322.000000 Penalty: 3703.220459
	Iteration 12Q: 3 clusters Score -9909322 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -9910271.000000 Penalty: 3703.220459
	Iteration 13Q: 3 clusters Score -9910271 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -9911217.000000 Penalty: 3703.220459
	Iteration 14Q: 3 clusters Score -9911217 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -9912264.000000 Penalty: 3703.220459
	Iteration 15Q: 3 clusters Score -9912264 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -9913349.000000 Penalty: 3703.220459
	Iteration 16Q: 3 clusters Score -9913349 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -9914542.000000 Penalty: 3703.220459
	Iteration 17Q: 3 clusters Score -9914542 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -9915676.000000 Penalty: 3703.220459
	Iteration 18Q: 3 clusters Score -9915676 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -9916818.000000 Penalty: 3703.220459
	Iteration 19Q: 3 clusters Score -9916818 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -9917906.000000 Penalty: 3703.220459
	Iteration 20F: 3 clusters Score -9917906 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -9918927.000000 Penalty: 3703.220459
	Iteration 21Q: 3 clusters Score -9918927 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -9919836.000000 Penalty: 3703.220459
	Iteration 22Q: 3 clusters Score -9919836 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -9920481.000000 Penalty: 3703.220459
	Iteration 23Q: 3 clusters Score -9920481 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -9920802.000000 Penalty: 3703.220459
	Iteration 24Q: 3 clusters Score -9920802 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -9920960.000000 Penalty: 3703.220459
	Iteration 25Q: 3 clusters Score -9920960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -9921042.000000 Penalty: 3703.220459
	Iteration 26Q: 3 clusters Score -9921042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -9921078.000000 Penalty: 3703.220459
	Iteration 27Q: 3 clusters Score -9921078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -9921118.000000 Penalty: 3703.220459
	Iteration 28Q: 3 clusters Score -9921118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -9921140.000000 Penalty: 3703.220459
	Iteration 29Q: 3 clusters Score -9921140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -9921165.000000 Penalty: 3703.220459
	Iteration 30Q: 3 clusters Score -9921165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -9921168.000000 Penalty: 3703.220459
	Iteration 31Q: 3 clusters Score -9921168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -9921163.000000 Penalty: 3703.220459
	Iteration 32Q: 3 clusters Score -9921163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -9921166.000000 Penalty: 3703.220459
	Iteration 33Q: 3 clusters Score -9921166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -9921156.000000 Penalty: 3703.220459
	Iteration 34Q: 3 clusters Score -9921156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -9921156.000000 Penalty: 3703.220459
	Iteration 35F: 3 clusters Score -9921156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Entering Unmasked Estep 
Score: -2336959.500000 Penalty: 1611.551880
	Iteration 0F: 2 clusters Score -2336960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2323117.250000 Penalty: 3223.103760
	Iteration 0F: 3 clusters Score -2323117 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2328370.250000 Penalty: 3223.103760
	Iteration 1F: 3 clusters Score -2328370 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2328761.000000 Penalty: 3223.103760
	Iteration 2F: 3 clusters Score -2328761 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2329118.000000 Penalty: 3223.103760
	Iteration 3Q: 3 clusters Score -2329118 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2329494.000000 Penalty: 3223.103760
	Iteration 4Q: 3 clusters Score -2329494 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2329951.000000 Penalty: 3223.103760
	Iteration 5Q: 3 clusters Score -2329951 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2330594.000000 Penalty: 3223.103760
	Iteration 6F: 3 clusters Score -2330594 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2331394.250000 Penalty: 3223.103760
	Iteration 7F: 3 clusters Score -2331394 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2332294.250000 Penalty: 3223.103760
	Iteration 8F: 3 clusters Score -2332294 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2333170.250000 Penalty: 3223.103760
	Iteration 9F: 3 clusters Score -2333170 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2333904.500000 Penalty: 3223.103760
	Iteration 10Q: 3 clusters Score -2333904 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2334454.250000 Penalty: 3223.103760
	Iteration 11Q: 3 clusters Score -2334454 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2334817.000000 Penalty: 3223.103760
	Iteration 12Q: 3 clusters Score -2334817 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2334991.000000 Penalty: 3223.103760
	Iteration 13Q: 3 clusters Score -2334991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2335091.500000 Penalty: 3223.103760
	Iteration 14Q: 3 clusters Score -2335092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2335161.250000 Penalty: 3223.103760
	Iteration 15Q: 3 clusters Score -2335161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2335225.000000 Penalty: 3223.103760
	Iteration 16Q: 3 clusters Score -2335225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2335271.750000 Penalty: 3223.103760
	Iteration 17Q: 3 clusters Score -2335272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2335309.000000 Penalty: 3223.103760
	Iteration 18Q: 3 clusters Score -2335309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2335356.500000 Penalty: 3223.103760
	Iteration 19Q: 3 clusters Score -2335356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2335387.000000 Penalty: 3223.103760
	Iteration 20F: 3 clusters Score -2335387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2335411.500000 Penalty: 3223.103760
	Iteration 21Q: 3 clusters Score -2335412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2335426.500000 Penalty: 3223.103760
	Iteration 22Q: 3 clusters Score -2335426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2335436.500000 Penalty: 3223.103760
	Iteration 23Q: 3 clusters Score -2335436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2335453.250000 Penalty: 3223.103760
	Iteration 24Q: 3 clusters Score -2335453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2335465.000000 Penalty: 3223.103760
	Iteration 25Q: 3 clusters Score -2335465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2335468.000000 Penalty: 3223.103760
	Iteration 26Q: 3 clusters Score -2335468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2335479.500000 Penalty: 3223.103760
	Iteration 27Q: 3 clusters Score -2335480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2335489.000000 Penalty: 3223.103760
	Iteration 28Q: 3 clusters Score -2335489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2335498.000000 Penalty: 3223.103760
	Iteration 29Q: 3 clusters Score -2335498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2335500.000000 Penalty: 3223.103760
	Iteration 30Q: 3 clusters Score -2335500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2335505.250000 Penalty: 3223.103760
	Iteration 31Q: 3 clusters Score -2335505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2335516.250000 Penalty: 3223.103760
	Iteration 32Q: 3 clusters Score -2335516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2335519.000000 Penalty: 3223.103760
	Iteration 33Q: 3 clusters Score -2335519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2335519.750000 Penalty: 3223.103760
	Iteration 34Q: 3 clusters Score -2335520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2335522.250000 Penalty: 3223.103760
	Iteration 35Q: 3 clusters Score -2335522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2335524.500000 Penalty: 3223.103760
	Iteration 36Q: 3 clusters Score -2335524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2335524.750000 Penalty: 3223.103760
	Iteration 37Q: 3 clusters Score -2335525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2335524.750000 Penalty: 3223.103760
	Iteration 38F: 3 clusters Score -2335525 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -194564256.000000 Penalty: 32712.056641
20->15 Clusters: Score -194564256.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 29305 members 
Mstep: Class 3 contains 29396 members 
Mstep: Class 4 contains 29466 members 
Mstep: Class 5 contains 29169 members 
Mstep: Class 6 contains 29256 members 
Mstep: Class 7 contains 29571 members 
Mstep: Class 8 contains 29451 members 
Mstep: Class 9 contains 29303 members 
Mstep: Class 10 contains 28927 members 
Mstep: Class 11 contains 29002 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 29057 members 
Mstep: Class 14 contains 29255 members 
Mstep: Class 15 contains 29212 members 
Mstep: Class 16 contains 28990 members 
Mstep: Class 17 contains 29153 members 
Mstep: Class 18 contains 29365 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 29529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 629.256226 but Gain 2158.050781
Score: -62540056.000000 Penalty: 41002.968750
Iteration 0F: 20 clusters Score -6.254006e+07 nChanged 553800
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 23939 members 
Mstep: Class 4 contains 38822 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 39254 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 11410 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 23704 members 
Mstep: Class 12 contains 18392 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 24011 members 
Mstep: Class 15 contains 42500 members 
Mstep: Class 16 contains 73702 members 
Mstep: Class 17 contains 63431 members 
Mstep: Class 19 contains 24148 members 
Mstep: Class 20 contains 18203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63700980.000000 Penalty: 41002.968750
Iteration 1F: 20 clusters Score -6.370098e+07 nChanged 209487
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 43088 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 37597 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 10131 members 
Mstep: Class 9 contains 50420 members 
Mstep: Class 10 contains 14907 members 
Mstep: Class 11 contains 14562 members 
Mstep: Class 12 contains 11477 members 
Mstep: Class 13 contains 50654 members 
Mstep: Class 14 contains 18256 members 
Mstep: Class 15 contains 36415 members 
Mstep: Class 16 contains 92018 members 
Mstep: Class 17 contains 91228 members 
Mstep: Class 19 contains 22590 members 
Mstep: Class 20 contains 12967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64068508.000000 Penalty: 41002.968750
Iteration 2F: 20 clusters Score -6.406851e+07 nChanged 167922
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 51430 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 26821 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 10550 members 
Mstep: Class 9 contains 40263 members 
Mstep: Class 10 contains 7606 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 13 contains 62059 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 35659 members 
Mstep: Class 16 contains 86168 members 
Mstep: Class 17 contains 147183 members 
Mstep: Class 19 contains 18223 members 
Mstep: Class 20 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1739.221680 but Gain 2158.050781
Score: -64357192.000000 Penalty: 38844.917969
Iteration 3F: 19 clusters Score -6.435719e+07 nChanged 135378
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 3 contains 12523 members 
Mstep: Class 4 contains 54425 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 9570 members 
Mstep: Class 9 contains 23806 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 80122 members 
Mstep: Class 14 contains 17763 members 
Mstep: Class 15 contains 38828 members 
Mstep: Class 16 contains 70057 members 
Mstep: Class 17 contains 205597 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 5835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1027.079346 but Gain 2158.050781
Score: -64500532.000000 Penalty: 36686.867188
Iteration 4F: 18 clusters Score -6.450053e+07 nChanged 86652
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 52723 members 
Mstep: Class 6 contains 9116 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 10 contains 1187 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 89752 members 
Mstep: Class 14 contains 16971 members 
Mstep: Class 15 contains 40705 members 
Mstep: Class 16 contains 64850 members 
Mstep: Class 17 contains 242903 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 581.765076 but Gain 2158.050781
Score: -64550412.000000 Penalty: 34528.816406
Iteration 5F: 17 clusters Score -6.455041e+07 nChanged 55630
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 55069 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 11 contains 1814 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 92950 members 
Mstep: Class 14 contains 16136 members 
Mstep: Class 15 contains 43764 members 
Mstep: Class 16 contains 68022 members 
Mstep: Class 17 contains 254220 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 874.765137 but Gain 2158.052734
Score: -64582976.000000 Penalty: 32370.763672
Iteration 6F: 16 clusters Score -6.458298e+07 nChanged 39362
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 59626 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 93815 members 
Mstep: Class 14 contains 15566 members 
Mstep: Class 15 contains 47224 members 
Mstep: Class 16 contains 72057 members 
Mstep: Class 17 contains 254579 members 
Mstep: Class 19 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1640.516479 but Gain 2158.050781
Score: -64609836.000000 Penalty: 30212.712891
Iteration 7F: 15 clusters Score -6.460984e+07 nChanged 30129
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 64646 members 
Mstep: Class 6 contains 4358 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 13 contains 93948 members 
Mstep: Class 14 contains 15368 members 
Mstep: Class 15 contains 50535 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 250801 members 
Mstep: Class 19 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64631800.000000 Penalty: 30212.712891
Iteration 8F: 15 clusters Score -6.46318e+07 nChanged 22254
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 69498 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 7855 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 13 contains 93768 members 
Mstep: Class 14 contains 14875 members 
Mstep: Class 15 contains 53271 members 
Mstep: Class 16 contains 75147 members 
Mstep: Class 17 contains 245463 members 
Mstep: Class 19 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64647332.000000 Penalty: 30212.712891
Iteration 9Q: 15 clusters Score -6.464733e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 74139 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 13 contains 93371 members 
Mstep: Class 14 contains 14494 members 
Mstep: Class 15 contains 55782 members 
Mstep: Class 16 contains 74748 members 
Mstep: Class 17 contains 239512 members 
Mstep: Class 19 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1790.017944 but Gain 2158.050781
Score: -64658656.000000 Penalty: 28054.662109
Iteration 10Q: 14 clusters Score -6.465866e+07 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 4 contains 78378 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 9207 members 
Mstep: Class 9 contains 11595 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 13 contains 92912 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 58313 members 
Mstep: Class 16 contains 74448 members 
Mstep: Class 17 contains 233637 members 
Mstep: Class 19 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2120.857910 but Gain 2158.050781
Score: -64667492.000000 Penalty: 25896.611328
Iteration 11Q: 13 clusters Score -6.466749e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 82328 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 9484 members 
Mstep: Class 9 contains 14123 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 13 contains 92517 members 
Mstep: Class 14 contains 14224 members 
Mstep: Class 15 contains 60662 members 
Mstep: Class 16 contains 73561 members 
Mstep: Class 17 contains 228012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64674952.000000 Penalty: 25896.611328
Iteration 12Q: 13 clusters Score -6.467495e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 4 contains 85825 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 3873 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 16402 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 13 contains 92070 members 
Mstep: Class 14 contains 14130 members 
Mstep: Class 15 contains 62596 members 
Mstep: Class 16 contains 72940 members 
Mstep: Class 17 contains 221409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681968.000000 Penalty: 25896.611328
Iteration 13Q: 13 clusters Score -6.468197e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 89193 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 18648 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 13 contains 91732 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 64322 members 
Mstep: Class 16 contains 72426 members 
Mstep: Class 17 contains 214892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687436.000000 Penalty: 25896.611328
Iteration 14Q: 13 clusters Score -6.468744e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 92465 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 20712 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 13 contains 91431 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 65721 members 
Mstep: Class 16 contains 72040 members 
Mstep: Class 17 contains 208798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64691712.000000 Penalty: 25896.611328
Iteration 15Q: 13 clusters Score -6.469171e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 95605 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 10559 members 
Mstep: Class 9 contains 22603 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 13 contains 91222 members 
Mstep: Class 14 contains 14062 members 
Mstep: Class 15 contains 66902 members 
Mstep: Class 16 contains 71726 members 
Mstep: Class 17 contains 203039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695148.000000 Penalty: 25896.611328
Iteration 16Q: 13 clusters Score -6.469515e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 98772 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 8 contains 10759 members 
Mstep: Class 9 contains 24260 members 
Mstep: Class 11 contains 2327 members 
Mstep: Class 13 contains 91059 members 
Mstep: Class 14 contains 14034 members 
Mstep: Class 15 contains 67900 members 
Mstep: Class 16 contains 71477 members 
Mstep: Class 17 contains 197615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697900.000000 Penalty: 25896.611328
Iteration 17Q: 13 clusters Score -6.46979e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 101968 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 10938 members 
Mstep: Class 9 contains 25651 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 13 contains 90918 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 68643 members 
Mstep: Class 16 contains 71328 members 
Mstep: Class 17 contains 192537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2030.345215 but Gain 2158.050781
Score: -64700448.000000 Penalty: 23738.560547
Iteration 18Q: 12 clusters Score -6.470045e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 105603 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 11093 members 
Mstep: Class 9 contains 27362 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 13 contains 90820 members 
Mstep: Class 14 contains 14096 members 
Mstep: Class 15 contains 69296 members 
Mstep: Class 16 contains 71245 members 
Mstep: Class 17 contains 188212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64704516.000000 Penalty: 23738.560547
Iteration 19Q: 12 clusters Score -6.470452e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 108939 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 11218 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 13 contains 90714 members 
Mstep: Class 14 contains 14175 members 
Mstep: Class 15 contains 69665 members 
Mstep: Class 16 contains 71160 members 
Mstep: Class 17 contains 183229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707000.000000 Penalty: 23738.560547
Iteration 20F: 12 clusters Score -6.4707e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 112277 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 11330 members 
Mstep: Class 9 contains 30228 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 13 contains 90558 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 69886 members 
Mstep: Class 16 contains 71112 members 
Mstep: Class 17 contains 177877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710040.000000 Penalty: 23738.560547
Iteration 21Q: 12 clusters Score -6.471004e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 115320 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 11424 members 
Mstep: Class 9 contains 31625 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 90423 members 
Mstep: Class 14 contains 14415 members 
Mstep: Class 15 contains 69783 members 
Mstep: Class 16 contains 71061 members 
Mstep: Class 17 contains 173385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64712888.000000 Penalty: 23738.560547
Iteration 22Q: 12 clusters Score -6.471289e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 118148 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 11500 members 
Mstep: Class 9 contains 32815 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 13 contains 90323 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 69451 members 
Mstep: Class 16 contains 70944 members 
Mstep: Class 17 contains 169568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64715368.000000 Penalty: 23738.560547
Iteration 23Q: 12 clusters Score -6.471537e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 120640 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 11557 members 
Mstep: Class 9 contains 33756 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 13 contains 90244 members 
Mstep: Class 14 contains 14763 members 
Mstep: Class 15 contains 68958 members 
Mstep: Class 16 contains 70851 members 
Mstep: Class 17 contains 166481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717576.000000 Penalty: 23738.560547
Iteration 24Q: 12 clusters Score -6.471758e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 122951 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 11618 members 
Mstep: Class 9 contains 34556 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 13 contains 90168 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 68221 members 
Mstep: Class 16 contains 70741 members 
Mstep: Class 17 contains 163951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719404.000000 Penalty: 23738.560547
Iteration 25Q: 12 clusters Score -6.47194e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 124986 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 35222 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 13 contains 90097 members 
Mstep: Class 14 contains 15220 members 
Mstep: Class 15 contains 67385 members 
Mstep: Class 16 contains 70631 members 
Mstep: Class 17 contains 161906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720656.000000 Penalty: 23738.560547
Iteration 26Q: 12 clusters Score -6.472066e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1643 members 
Mstep: Class 4 contains 126894 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 11651 members 
Mstep: Class 9 contains 35761 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 13 contains 90038 members 
Mstep: Class 14 contains 15477 members 
Mstep: Class 15 contains 66470 members 
Mstep: Class 16 contains 70512 members 
Mstep: Class 17 contains 160237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721436.000000 Penalty: 23738.560547
Iteration 27Q: 12 clusters Score -6.472144e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 128610 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 36201 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 13 contains 90000 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 15 contains 65485 members 
Mstep: Class 16 contains 70391 members 
Mstep: Class 17 contains 158932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721972.000000 Penalty: 23738.560547
Iteration 28Q: 12 clusters Score -6.472197e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 130116 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 11657 members 
Mstep: Class 9 contains 36590 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 13 contains 89964 members 
Mstep: Class 14 contains 15992 members 
Mstep: Class 15 contains 64513 members 
Mstep: Class 16 contains 70273 members 
Mstep: Class 17 contains 157854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722668.000000 Penalty: 23738.560547
Iteration 29Q: 12 clusters Score -6.472267e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 131414 members 
Mstep: Class 7 contains 4016 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 11 contains 2867 members 
Mstep: Class 13 contains 89945 members 
Mstep: Class 14 contains 16285 members 
Mstep: Class 15 contains 63543 members 
Mstep: Class 16 contains 70164 members 
Mstep: Class 17 contains 156959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64723064.000000 Penalty: 23738.560547
Iteration 30Q: 12 clusters Score -6.472306e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 132612 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 9 contains 37287 members 
Mstep: Class 11 contains 2862 members 
Mstep: Class 13 contains 89923 members 
Mstep: Class 14 contains 16637 members 
Mstep: Class 15 contains 62622 members 
Mstep: Class 16 contains 70095 members 
Mstep: Class 17 contains 156176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64723732.000000 Penalty: 23738.560547
Iteration 31Q: 12 clusters Score -6.472373e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 133710 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 11517 members 
Mstep: Class 9 contains 37545 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 13 contains 89901 members 
Mstep: Class 14 contains 17000 members 
Mstep: Class 15 contains 61697 members 
Mstep: Class 16 contains 70011 members 
Mstep: Class 17 contains 155535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724184.000000 Penalty: 23738.560547
Iteration 32Q: 12 clusters Score -6.472418e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 134707 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 11437 members 
Mstep: Class 9 contains 37789 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 13 contains 89888 members 
Mstep: Class 14 contains 17407 members 
Mstep: Class 15 contains 60741 members 
Mstep: Class 16 contains 69947 members 
Mstep: Class 17 contains 154985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724556.000000 Penalty: 23738.560547
Iteration 33Q: 12 clusters Score -6.472456e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 135526 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 11341 members 
Mstep: Class 9 contains 38014 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 13 contains 89882 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 59903 members 
Mstep: Class 16 contains 69874 members 
Mstep: Class 17 contains 154530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724744.000000 Penalty: 23738.560547
Iteration 34Q: 12 clusters Score -6.472474e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 136264 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 38220 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 13 contains 89875 members 
Mstep: Class 14 contains 18252 members 
Mstep: Class 15 contains 59087 members 
Mstep: Class 16 contains 69819 members 
Mstep: Class 17 contains 154139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725016.000000 Penalty: 23738.560547
Iteration 35Q: 12 clusters Score -6.472502e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 136871 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 11067 members 
Mstep: Class 9 contains 38364 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 13 contains 89871 members 
Mstep: Class 14 contains 18770 members 
Mstep: Class 15 contains 58219 members 
Mstep: Class 16 contains 69771 members 
Mstep: Class 17 contains 153940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725404.000000 Penalty: 23738.560547
Iteration 36Q: 12 clusters Score -6.47254e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 137437 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 10890 members 
Mstep: Class 9 contains 38509 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 13 contains 89872 members 
Mstep: Class 14 contains 19334 members 
Mstep: Class 15 contains 57275 members 
Mstep: Class 16 contains 69734 members 
Mstep: Class 17 contains 153825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725804.000000 Penalty: 23738.560547
Iteration 37Q: 12 clusters Score -6.47258e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 138055 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 10705 members 
Mstep: Class 9 contains 38637 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 13 contains 89878 members 
Mstep: Class 14 contains 19904 members 
Mstep: Class 15 contains 56228 members 
Mstep: Class 16 contains 69698 members 
Mstep: Class 17 contains 153767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726180.000000 Penalty: 23738.560547
Iteration 38Q: 12 clusters Score -6.472618e+07 nChanged 2387
Entering ConstructFrom: 
Score: -64726180.000000 Penalty: 23738.560547
Entering ConstructFrom: 
Trying to split cluster 3 (1659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Entering Unmasked Estep 
Score: -187606.031250 Penalty: 1204.770142
	Iteration 0F: 2 clusters Score -187606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -185734.609375 Penalty: 2409.540283
	Iteration 0F: 3 clusters Score -185734.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -186100.390625 Penalty: 2409.540283
	Iteration 1F: 3 clusters Score -186100.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -186188.359375 Penalty: 2409.540283
	Iteration 2F: 3 clusters Score -186188.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186235.375000 Penalty: 2409.540283
	Iteration 3Q: 3 clusters Score -186235.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186260.343750 Penalty: 2409.540283
	Iteration 4Q: 3 clusters Score -186260.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186273.250000 Penalty: 2409.540283
	Iteration 5Q: 3 clusters Score -186273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186284.000000 Penalty: 2409.540283
	Iteration 6Q: 3 clusters Score -186284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186299.734375 Penalty: 2409.540283
	Iteration 7Q: 3 clusters Score -186299.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186315.640625 Penalty: 2409.540283
	Iteration 8Q: 3 clusters Score -186315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186326.703125 Penalty: 2409.540283
	Iteration 9Q: 3 clusters Score -186326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186334.609375 Penalty: 2409.540283
	Iteration 10Q: 3 clusters Score -186334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186339.218750 Penalty: 2409.540283
	Iteration 11Q: 3 clusters Score -186339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -186347.171875 Penalty: 2409.540283
	Iteration 12Q: 3 clusters Score -186347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186351.640625 Penalty: 2409.540283
	Iteration 13Q: 3 clusters Score -186351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186355.140625 Penalty: 2409.540283
	Iteration 14Q: 3 clusters Score -186355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186358.234375 Penalty: 2409.540283
	Iteration 15Q: 3 clusters Score -186358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186362.031250 Penalty: 2409.540283
	Iteration 16Q: 3 clusters Score -186362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186365.484375 Penalty: 2409.540283
	Iteration 17Q: 3 clusters Score -186365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186368.312500 Penalty: 2409.540283
	Iteration 18Q: 3 clusters Score -186368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186368.953125 Penalty: 2409.540283
	Iteration 19Q: 3 clusters Score -186369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186368.953125 Penalty: 2409.540283
	Iteration 20F: 3 clusters Score -186369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (138630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Entering Unmasked Estep 
Score: -15644968.000000 Penalty: 1923.929077
	Iteration 0F: 2 clusters Score -1.564497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -15554872.000000 Penalty: 3847.858154
	Iteration 0F: 3 clusters Score -1.555487e+07 nChanged 66879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -15594369.000000 Penalty: 3847.858154
	Iteration 1F: 3 clusters Score -1.559437e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -15595727.000000 Penalty: 3847.858154
	Iteration 2Q: 3 clusters Score -1.559573e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -15597510.000000 Penalty: 3847.858154
	Iteration 3Q: 3 clusters Score -1.559751e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -15600276.000000 Penalty: 3847.858154
	Iteration 4Q: 3 clusters Score -1.560028e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -15604536.000000 Penalty: 3847.858154
	Iteration 5F: 3 clusters Score -1.560454e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -15610794.000000 Penalty: 3847.858154
	Iteration 6F: 3 clusters Score -1.561079e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -15617968.000000 Penalty: 3847.858154
	Iteration 7F: 3 clusters Score -1.561797e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -15624429.000000 Penalty: 3847.858154
	Iteration 8F: 3 clusters Score -1.562443e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -15629024.000000 Penalty: 3847.858154
	Iteration 9Q: 3 clusters Score -1.562902e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -15632072.000000 Penalty: 3847.858154
	Iteration 10Q: 3 clusters Score -1.563207e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122832 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -15633956.000000 Penalty: 3847.858154
	Iteration 11Q: 3 clusters Score -1.563396e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125448 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -15635481.000000 Penalty: 3847.858154
	Iteration 12Q: 3 clusters Score -1.563548e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -15636744.000000 Penalty: 3847.858154
	Iteration 13Q: 3 clusters Score -1.563674e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129845 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -15637771.000000 Penalty: 3847.858154
	Iteration 14Q: 3 clusters Score -1.563777e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -15638758.000000 Penalty: 3847.858154
	Iteration 15Q: 3 clusters Score -1.563876e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -15639728.000000 Penalty: 3847.858154
	Iteration 16Q: 3 clusters Score -1.563973e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -15640577.000000 Penalty: 3847.858154
	Iteration 17Q: 3 clusters Score -1.564058e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -15641307.000000 Penalty: 3847.858154
	Iteration 18Q: 3 clusters Score -1.564131e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -15641886.000000 Penalty: 3847.858154
	Iteration 19Q: 3 clusters Score -1.564189e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15642362.000000 Penalty: 3847.858154
	Iteration 20F: 3 clusters Score -1.564236e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137426 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -15642655.000000 Penalty: 3847.858154
	Iteration 21Q: 3 clusters Score -1.564266e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15642865.000000 Penalty: 3847.858154
	Iteration 22Q: 3 clusters Score -1.564286e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137871 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15642969.000000 Penalty: 3847.858154
	Iteration 23Q: 3 clusters Score -1.564297e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15643079.000000 Penalty: 3847.858154
	Iteration 24Q: 3 clusters Score -1.564308e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15643141.000000 Penalty: 3847.858154
	Iteration 25Q: 3 clusters Score -1.564314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15643160.000000 Penalty: 3847.858154
	Iteration 26Q: 3 clusters Score -1.564316e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138136 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15643173.000000 Penalty: 3847.858154
	Iteration 27Q: 3 clusters Score -1.564317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138159 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15643187.000000 Penalty: 3847.858154
	Iteration 28Q: 3 clusters Score -1.564319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15643211.000000 Penalty: 3847.858154
	Iteration 29Q: 3 clusters Score -1.564321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15643211.000000 Penalty: 3847.858154
	Iteration 30Q: 3 clusters Score -1.564321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138192 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15643204.000000 Penalty: 3847.858154
	Iteration 31Q: 3 clusters Score -1.56432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15643207.000000 Penalty: 3847.858154
	Iteration 32Q: 3 clusters Score -1.564321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15643220.000000 Penalty: 3847.858154
	Iteration 33Q: 3 clusters Score -1.564322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15643210.000000 Penalty: 3847.858154
	Iteration 34Q: 3 clusters Score -1.564321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138217 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15643211.000000 Penalty: 3847.858154
	Iteration 35Q: 3 clusters Score -1.564321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15643218.000000 Penalty: 3847.858154
	Iteration 36Q: 3 clusters Score -1.564322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15643217.000000 Penalty: 3847.858154
	Iteration 37Q: 3 clusters Score -1.564322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -15643217.000000 Penalty: 3847.858154
	Iteration 38Q: 3 clusters Score -1.564322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -15643217.000000 Penalty: 3847.858154
	Iteration 39F: 3 clusters Score -1.564322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -440165.968750 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -440166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -436776.906250 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -436776.9 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -437670.031250 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -437670 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -437920.812500 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -437920.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -438232.343750 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -438232.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -438588.031250 Penalty: 2700.565186
	Iteration 4F: 3 clusters Score -438588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -438971.250000 Penalty: 2700.565186
	Iteration 5F: 3 clusters Score -438971.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -439312.406250 Penalty: 2700.565186
	Iteration 6F: 3 clusters Score -439312.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -439598.843750 Penalty: 2700.565186
	Iteration 7F: 3 clusters Score -439598.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -439817.812500 Penalty: 2700.565186
	Iteration 8F: 3 clusters Score -439817.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -440020.687500 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -440020.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -440207.031250 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -440207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -440309.656250 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -440309.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -440368.000000 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -440368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -440413.375000 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -440413.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -440436.312500 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -440436.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -440459.218750 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -440459.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -440481.875000 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -440481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -440489.750000 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -440489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -440494.843750 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -440494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -440499.031250 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -440499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -440501.656250 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -440501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -440505.000000 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -440505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -440506.375000 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -440506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -440506.531250 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -440506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -440506.531250 Penalty: 2700.565186
	Iteration 24F: 3 clusters Score -440506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 138630 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 10533 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 13 contains 89880 members 
Mstep: Class 14 contains 20496 members 
Mstep: Class 15 contains 55150 members 
Mstep: Class 16 contains 69660 members 
Mstep: Class 17 contains 153755 members 
Entering Unmasked Estep 
Score: -64725948.000000 Penalty: 25896.611328
Splitting cluster 7 changes total score from -64726180.000000 to -64725948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -1131015.125000 Penalty: 1505.118530
	Iteration 0F: 2 clusters Score -1131015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1123718.000000 Penalty: 3010.237061
	Iteration 0F: 3 clusters Score -1123718 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1128111.375000 Penalty: 3010.237061
	Iteration 1F: 3 clusters Score -1128111 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1129780.125000 Penalty: 3010.237061
	Iteration 2F: 3 clusters Score -1129780 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1130950.875000 Penalty: 3010.237061
	Iteration 3F: 3 clusters Score -1130951 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1131671.375000 Penalty: 3010.237061
	Iteration 4F: 3 clusters Score -1131671 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1132096.250000 Penalty: 3010.237061
	Iteration 5Q: 3 clusters Score -1132096 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1132305.375000 Penalty: 3010.237061
	Iteration 6Q: 3 clusters Score -1132305 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1132397.625000 Penalty: 3010.237061
	Iteration 7Q: 3 clusters Score -1132398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1132437.375000 Penalty: 3010.237061
	Iteration 8Q: 3 clusters Score -1132437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1132461.500000 Penalty: 3010.237061
	Iteration 9Q: 3 clusters Score -1132462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1132470.000000 Penalty: 3010.237061
	Iteration 10Q: 3 clusters Score -1132470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1132478.000000 Penalty: 3010.237061
	Iteration 11Q: 3 clusters Score -1132478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1132482.250000 Penalty: 3010.237061
	Iteration 12Q: 3 clusters Score -1132482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1132486.375000 Penalty: 3010.237061
	Iteration 13Q: 3 clusters Score -1132486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1132488.375000 Penalty: 3010.237061
	Iteration 14Q: 3 clusters Score -1132488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1132491.750000 Penalty: 3010.237061
	Iteration 15Q: 3 clusters Score -1132492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1132494.625000 Penalty: 3010.237061
	Iteration 16Q: 3 clusters Score -1132495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1132493.250000 Penalty: 3010.237061
	Iteration 17Q: 3 clusters Score -1132493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1132493.250000 Penalty: 3010.237061
	Iteration 18F: 3 clusters Score -1132493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 138630 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 13 contains 89880 members 
Mstep: Class 14 contains 20496 members 
Mstep: Class 15 contains 55150 members 
Mstep: Class 16 contains 69660 members 
Mstep: Class 17 contains 153755 members 
Entering Unmasked Estep 
Score: -64727124.000000 Penalty: 25896.611328
Splitting cluster 8 changes total score from -64726180.000000 to -64727124.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (38776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Entering Unmasked Estep 
Score: -4431658.000000 Penalty: 1716.902954
	Iteration 0F: 2 clusters Score -4431658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4405537.500000 Penalty: 3433.805908
	Iteration 0F: 3 clusters Score -4405538 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4415735.000000 Penalty: 3433.805908
	Iteration 1F: 3 clusters Score -4415735 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4416283.500000 Penalty: 3433.805908
	Iteration 2Q: 3 clusters Score -4416284 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4416973.500000 Penalty: 3433.805908
	Iteration 3Q: 3 clusters Score -4416974 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4417885.000000 Penalty: 3433.805908
	Iteration 4Q: 3 clusters Score -4417885 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4419245.500000 Penalty: 3433.805908
	Iteration 5F: 3 clusters Score -4419246 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4420885.000000 Penalty: 3433.805908
	Iteration 6F: 3 clusters Score -4420885 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4422644.500000 Penalty: 3433.805908
	Iteration 7F: 3 clusters Score -4422644 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4424391.000000 Penalty: 3433.805908
	Iteration 8F: 3 clusters Score -4424391 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4425694.000000 Penalty: 3433.805908
	Iteration 9Q: 3 clusters Score -4425694 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4426567.500000 Penalty: 3433.805908
	Iteration 10Q: 3 clusters Score -4426568 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4427105.000000 Penalty: 3433.805908
	Iteration 11Q: 3 clusters Score -4427105 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4427468.000000 Penalty: 3433.805908
	Iteration 12Q: 3 clusters Score -4427468 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4427720.000000 Penalty: 3433.805908
	Iteration 13Q: 3 clusters Score -4427720 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4427929.000000 Penalty: 3433.805908
	Iteration 14Q: 3 clusters Score -4427929 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4428146.500000 Penalty: 3433.805908
	Iteration 15Q: 3 clusters Score -4428146 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4428371.000000 Penalty: 3433.805908
	Iteration 16Q: 3 clusters Score -4428371 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4428604.500000 Penalty: 3433.805908
	Iteration 17Q: 3 clusters Score -4428604 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4428795.000000 Penalty: 3433.805908
	Iteration 18Q: 3 clusters Score -4428795 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4428952.000000 Penalty: 3433.805908
	Iteration 19Q: 3 clusters Score -4428952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -4429095.500000 Penalty: 3433.805908
	Iteration 20F: 3 clusters Score -4429096 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4429216.500000 Penalty: 3433.805908
	Iteration 21Q: 3 clusters Score -4429216 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4429352.500000 Penalty: 3433.805908
	Iteration 22Q: 3 clusters Score -4429352 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4429482.000000 Penalty: 3433.805908
	Iteration 23Q: 3 clusters Score -4429482 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4429614.500000 Penalty: 3433.805908
	Iteration 24Q: 3 clusters Score -4429614 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -4429739.500000 Penalty: 3433.805908
	Iteration 25Q: 3 clusters Score -4429740 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4429836.000000 Penalty: 3433.805908
	Iteration 26Q: 3 clusters Score -4429836 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4429915.000000 Penalty: 3433.805908
	Iteration 27Q: 3 clusters Score -4429915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4429962.500000 Penalty: 3433.805908
	Iteration 28Q: 3 clusters Score -4429962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4430030.500000 Penalty: 3433.805908
	Iteration 29Q: 3 clusters Score -4430030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -4430084.500000 Penalty: 3433.805908
	Iteration 30Q: 3 clusters Score -4430084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4430111.500000 Penalty: 3433.805908
	Iteration 31Q: 3 clusters Score -4430112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4430124.000000 Penalty: 3433.805908
	Iteration 32Q: 3 clusters Score -4430124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -4430146.500000 Penalty: 3433.805908
	Iteration 33Q: 3 clusters Score -4430146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4430159.500000 Penalty: 3433.805908
	Iteration 34Q: 3 clusters Score -4430160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4430167.500000 Penalty: 3433.805908
	Iteration 35Q: 3 clusters Score -4430168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4430175.000000 Penalty: 3433.805908
	Iteration 36Q: 3 clusters Score -4430175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4430171.500000 Penalty: 3433.805908
	Iteration 37Q: 3 clusters Score -4430172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4430178.500000 Penalty: 3433.805908
	Iteration 38Q: 3 clusters Score -4430178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4430176.500000 Penalty: 3433.805908
	Iteration 39Q: 3 clusters Score -4430176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4430176.000000 Penalty: 3433.805908
	Iteration 40F: 3 clusters Score -4430176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4430180.000000 Penalty: 3433.805908
	Iteration 41Q: 3 clusters Score -4430180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4430181.500000 Penalty: 3433.805908
	Iteration 42Q: 3 clusters Score -4430182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -4430181.000000 Penalty: 3433.805908
	Iteration 43Q: 3 clusters Score -4430181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -4430177.500000 Penalty: 3433.805908
	Iteration 44Q: 3 clusters Score -4430178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4430178.500000 Penalty: 3433.805908
	Iteration 45Q: 3 clusters Score -4430178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4430190.500000 Penalty: 3433.805908
	Iteration 46Q: 3 clusters Score -4430190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4430191.000000 Penalty: 3433.805908
	Iteration 47Q: 3 clusters Score -4430191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4430194.500000 Penalty: 3433.805908
	Iteration 48Q: 3 clusters Score -4430194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4430194.500000 Penalty: 3433.805908
	Iteration 49Q: 3 clusters Score -4430194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4430195.500000 Penalty: 3433.805908
	Iteration 50Q: 3 clusters Score -4430196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4430193.500000 Penalty: 3433.805908
	Iteration 51Q: 3 clusters Score -4430194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4430192.500000 Penalty: 3433.805908
	Iteration 52Q: 3 clusters Score -4430192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4430199.500000 Penalty: 3433.805908
	Iteration 53Q: 3 clusters Score -4430200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4430203.000000 Penalty: 3433.805908
	Iteration 54Q: 3 clusters Score -4430203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4430208.000000 Penalty: 3433.805908
	Iteration 55Q: 3 clusters Score -4430208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4430210.500000 Penalty: 3433.805908
	Iteration 56Q: 3 clusters Score -4430210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4430211.500000 Penalty: 3433.805908
	Iteration 57Q: 3 clusters Score -4430212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4430213.500000 Penalty: 3433.805908
	Iteration 58Q: 3 clusters Score -4430214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -4430213.500000 Penalty: 3433.805908
	Iteration 59Q: 3 clusters Score -4430214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4430216.000000 Penalty: 3433.805908
	Iteration 60F: 3 clusters Score -4430216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4430213.500000 Penalty: 3433.805908
	Iteration 61Q: 3 clusters Score -4430214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4430219.500000 Penalty: 3433.805908
	Iteration 62Q: 3 clusters Score -4430220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4430219.000000 Penalty: 3433.805908
	Iteration 63Q: 3 clusters Score -4430219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4430229.500000 Penalty: 3433.805908
	Iteration 64Q: 3 clusters Score -4430230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4430219.500000 Penalty: 3433.805908
	Iteration 65Q: 3 clusters Score -4430220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4430224.500000 Penalty: 3433.805908
	Iteration 66Q: 3 clusters Score -4430224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4430225.000000 Penalty: 3433.805908
	Iteration 67Q: 3 clusters Score -4430225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4430227.500000 Penalty: 3433.805908
	Iteration 68Q: 3 clusters Score -4430228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4430227.500000 Penalty: 3433.805908
	Iteration 69F: 3 clusters Score -4430228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -298780.937500 Penalty: 1293.722656
	Iteration 0F: 2 clusters Score -298780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -296195.250000 Penalty: 2587.445312
	Iteration 0F: 3 clusters Score -296195.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -296932.468750 Penalty: 2587.445312
	Iteration 1F: 3 clusters Score -296932.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -297154.343750 Penalty: 2587.445312
	Iteration 2F: 3 clusters Score -297154.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -297304.906250 Penalty: 2587.445312
	Iteration 3F: 3 clusters Score -297304.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -297407.656250 Penalty: 2587.445312
	Iteration 4Q: 3 clusters Score -297407.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -297483.937500 Penalty: 2587.445312
	Iteration 5Q: 3 clusters Score -297483.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297573.937500 Penalty: 2587.445312
	Iteration 6Q: 3 clusters Score -297573.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297673.687500 Penalty: 2587.445312
	Iteration 7Q: 3 clusters Score -297673.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297775.500000 Penalty: 2587.445312
	Iteration 8Q: 3 clusters Score -297775.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297853.125000 Penalty: 2587.445312
	Iteration 9Q: 3 clusters Score -297853.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -297906.937500 Penalty: 2587.445312
	Iteration 10Q: 3 clusters Score -297906.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -297953.750000 Penalty: 2587.445312
	Iteration 11Q: 3 clusters Score -297953.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298006.968750 Penalty: 2587.445312
	Iteration 12Q: 3 clusters Score -298007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -298044.187500 Penalty: 2587.445312
	Iteration 13Q: 3 clusters Score -298044.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -298075.250000 Penalty: 2587.445312
	Iteration 14Q: 3 clusters Score -298075.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -298099.406250 Penalty: 2587.445312
	Iteration 15Q: 3 clusters Score -298099.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -298121.500000 Penalty: 2587.445312
	Iteration 16Q: 3 clusters Score -298121.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -298137.781250 Penalty: 2587.445312
	Iteration 17Q: 3 clusters Score -298137.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -298148.687500 Penalty: 2587.445312
	Iteration 18Q: 3 clusters Score -298148.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -298159.843750 Penalty: 2587.445312
	Iteration 19Q: 3 clusters Score -298159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -298197.843750 Penalty: 2587.445312
	Iteration 20F: 3 clusters Score -298197.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -298232.218750 Penalty: 2587.445312
	Iteration 21Q: 3 clusters Score -298232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -298241.000000 Penalty: 2587.445312
	Iteration 22Q: 3 clusters Score -298241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -298242.687500 Penalty: 2587.445312
	Iteration 23Q: 3 clusters Score -298242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -298245.093750 Penalty: 2587.445312
	Iteration 24Q: 3 clusters Score -298245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -298248.031250 Penalty: 2587.445312
	Iteration 25Q: 3 clusters Score -298248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -298251.437500 Penalty: 2587.445312
	Iteration 26Q: 3 clusters Score -298251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -298255.031250 Penalty: 2587.445312
	Iteration 27Q: 3 clusters Score -298255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -298258.281250 Penalty: 2587.445312
	Iteration 28Q: 3 clusters Score -298258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -298258.406250 Penalty: 2587.445312
	Iteration 29Q: 3 clusters Score -298258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -298259.125000 Penalty: 2587.445312
	Iteration 30Q: 3 clusters Score -298259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -298259.375000 Penalty: 2587.445312
	Iteration 31Q: 3 clusters Score -298259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -298260.218750 Penalty: 2587.445312
	Iteration 32Q: 3 clusters Score -298260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -298260.218750 Penalty: 2587.445312
	Iteration 33F: 3 clusters Score -298260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Entering Unmasked Estep 
Score: -10034036.000000 Penalty: 1853.512573
	Iteration 0F: 2 clusters Score -1.003404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -9973782.000000 Penalty: 3707.025146
	Iteration 0F: 3 clusters Score -9973782 nChanged 43063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9999326.000000 Penalty: 3707.025146
	Iteration 1F: 3 clusters Score -9999326 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -10000986.000000 Penalty: 3707.025146
	Iteration 2Q: 3 clusters Score -1.000099e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -10003996.000000 Penalty: 3707.025146
	Iteration 3F: 3 clusters Score -1.0004e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -10009079.000000 Penalty: 3707.025146
	Iteration 4F: 3 clusters Score -1.000908e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -10016192.000000 Penalty: 3707.025146
	Iteration 5F: 3 clusters Score -1.001619e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -10023198.000000 Penalty: 3707.025146
	Iteration 6F: 3 clusters Score -1.00232e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -10027943.000000 Penalty: 3707.025146
	Iteration 7F: 3 clusters Score -1.002794e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -10030933.000000 Penalty: 3707.025146
	Iteration 8Q: 3 clusters Score -1.003093e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -10032652.000000 Penalty: 3707.025146
	Iteration 9Q: 3 clusters Score -1.003265e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -10033308.000000 Penalty: 3707.025146
	Iteration 10Q: 3 clusters Score -1.003331e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -10033520.000000 Penalty: 3707.025146
	Iteration 11Q: 3 clusters Score -1.003352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -10033578.000000 Penalty: 3707.025146
	Iteration 12Q: 3 clusters Score -1.003358e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -10033636.000000 Penalty: 3707.025146
	Iteration 13Q: 3 clusters Score -1.003364e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -10033669.000000 Penalty: 3707.025146
	Iteration 14Q: 3 clusters Score -1.003367e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -10033674.000000 Penalty: 3707.025146
	Iteration 15Q: 3 clusters Score -1.003367e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -10033700.000000 Penalty: 3707.025146
	Iteration 16Q: 3 clusters Score -1.00337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -10033725.000000 Penalty: 3707.025146
	Iteration 17Q: 3 clusters Score -1.003372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -10033704.000000 Penalty: 3707.025146
	Iteration 18Q: 3 clusters Score -1.00337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -10033708.000000 Penalty: 3707.025146
	Iteration 19Q: 3 clusters Score -1.003371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -10033695.000000 Penalty: 3707.025146
	Iteration 20F: 3 clusters Score -1.00337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -10033698.000000 Penalty: 3707.025146
	Iteration 21Q: 3 clusters Score -1.00337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -10033693.000000 Penalty: 3707.025146
	Iteration 22Q: 3 clusters Score -1.003369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -10033692.000000 Penalty: 3707.025146
	Iteration 23Q: 3 clusters Score -1.003369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -10033682.000000 Penalty: 3707.025146
	Iteration 24Q: 3 clusters Score -1.003368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -10033685.000000 Penalty: 3707.025146
	Iteration 25Q: 3 clusters Score -1.003368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -10033688.000000 Penalty: 3707.025146
	Iteration 26Q: 3 clusters Score -1.003369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -10033673.000000 Penalty: 3707.025146
	Iteration 27Q: 3 clusters Score -1.003367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -10033692.000000 Penalty: 3707.025146
	Iteration 28Q: 3 clusters Score -1.003369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -10033679.000000 Penalty: 3707.025146
	Iteration 29Q: 3 clusters Score -1.003368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -10033679.000000 Penalty: 3707.025146
	Iteration 30Q: 3 clusters Score -1.003368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -10033671.000000 Penalty: 3707.025146
	Iteration 31Q: 3 clusters Score -1.003367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -10033668.000000 Penalty: 3707.025146
	Iteration 32Q: 3 clusters Score -1.003367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -10033679.000000 Penalty: 3707.025146
	Iteration 33Q: 3 clusters Score -1.003368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -10033679.000000 Penalty: 3707.025146
	Iteration 34Q: 3 clusters Score -1.003368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -10033682.000000 Penalty: 3707.025146
	Iteration 35Q: 3 clusters Score -1.003368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -10033690.000000 Penalty: 3707.025146
	Iteration 36Q: 3 clusters Score -1.003369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -10033690.000000 Penalty: 3707.025146
	Iteration 37F: 3 clusters Score -1.003369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Entering Unmasked Estep 
Score: -2277649.500000 Penalty: 1613.297607
	Iteration 0F: 2 clusters Score -2277650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2263764.250000 Penalty: 3226.595215
	Iteration 0F: 3 clusters Score -2263764 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2268701.000000 Penalty: 3226.595215
	Iteration 1F: 3 clusters Score -2268701 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2268999.000000 Penalty: 3226.595215
	Iteration 2Q: 3 clusters Score -2268999 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2269322.000000 Penalty: 3226.595215
	Iteration 3Q: 3 clusters Score -2269322 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2269699.500000 Penalty: 3226.595215
	Iteration 4Q: 3 clusters Score -2269700 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2270218.750000 Penalty: 3226.595215
	Iteration 5F: 3 clusters Score -2270219 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2271039.250000 Penalty: 3226.595215
	Iteration 6F: 3 clusters Score -2271039 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2272216.750000 Penalty: 3226.595215
	Iteration 7F: 3 clusters Score -2272217 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2273656.750000 Penalty: 3226.595215
	Iteration 8F: 3 clusters Score -2273657 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2274892.750000 Penalty: 3226.595215
	Iteration 9F: 3 clusters Score -2274893 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2275634.250000 Penalty: 3226.595215
	Iteration 10Q: 3 clusters Score -2275634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2275934.000000 Penalty: 3226.595215
	Iteration 11Q: 3 clusters Score -2275934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2276054.750000 Penalty: 3226.595215
	Iteration 12Q: 3 clusters Score -2276055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2276125.500000 Penalty: 3226.595215
	Iteration 13Q: 3 clusters Score -2276126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2276157.500000 Penalty: 3226.595215
	Iteration 14Q: 3 clusters Score -2276158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2276197.750000 Penalty: 3226.595215
	Iteration 15Q: 3 clusters Score -2276198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2276218.750000 Penalty: 3226.595215
	Iteration 16Q: 3 clusters Score -2276219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2276239.500000 Penalty: 3226.595215
	Iteration 17Q: 3 clusters Score -2276240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2276243.750000 Penalty: 3226.595215
	Iteration 18Q: 3 clusters Score -2276244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2276243.000000 Penalty: 3226.595215
	Iteration 19Q: 3 clusters Score -2276243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2276243.000000 Penalty: 3226.595215
	Iteration 20F: 3 clusters Score -2276243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Entering Unmasked Estep 
Score: -6219748.000000 Penalty: 1774.144531
	Iteration 0F: 2 clusters Score -6219748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6182823.000000 Penalty: 3548.289062
	Iteration 0F: 3 clusters Score -6182823 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6197738.000000 Penalty: 3548.289062
	Iteration 1F: 3 clusters Score -6197738 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -6198117.500000 Penalty: 3548.289062
	Iteration 2Q: 3 clusters Score -6198118 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -6198479.000000 Penalty: 3548.289062
	Iteration 3Q: 3 clusters Score -6198479 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -6198881.500000 Penalty: 3548.289062
	Iteration 4Q: 3 clusters Score -6198882 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6199436.500000 Penalty: 3548.289062
	Iteration 5Q: 3 clusters Score -6199436 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6200223.000000 Penalty: 3548.289062
	Iteration 6Q: 3 clusters Score -6200223 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6201419.000000 Penalty: 3548.289062
	Iteration 7Q: 3 clusters Score -6201419 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6203213.500000 Penalty: 3548.289062
	Iteration 8F: 3 clusters Score -6203214 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6205794.500000 Penalty: 3548.289062
	Iteration 9F: 3 clusters Score -6205794 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -6208644.000000 Penalty: 3548.289062
	Iteration 10F: 3 clusters Score -6208644 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6211075.000000 Penalty: 3548.289062
	Iteration 11F: 3 clusters Score -6211075 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -6212485.500000 Penalty: 3548.289062
	Iteration 12Q: 3 clusters Score -6212486 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -6213282.000000 Penalty: 3548.289062
	Iteration 13Q: 3 clusters Score -6213282 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -6214019.500000 Penalty: 3548.289062
	Iteration 14Q: 3 clusters Score -6214020 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -6214766.000000 Penalty: 3548.289062
	Iteration 15Q: 3 clusters Score -6214766 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -6215479.500000 Penalty: 3548.289062
	Iteration 16Q: 3 clusters Score -6215480 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -6216084.500000 Penalty: 3548.289062
	Iteration 17Q: 3 clusters Score -6216084 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -6216620.500000 Penalty: 3548.289062
	Iteration 18Q: 3 clusters Score -6216620 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6217056.500000 Penalty: 3548.289062
	Iteration 19Q: 3 clusters Score -6217056 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6217392.500000 Penalty: 3548.289062
	Iteration 20F: 3 clusters Score -6217392 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6217649.500000 Penalty: 3548.289062
	Iteration 21Q: 3 clusters Score -6217650 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -6217853.500000 Penalty: 3548.289062
	Iteration 22Q: 3 clusters Score -6217854 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -6218016.000000 Penalty: 3548.289062
	Iteration 23Q: 3 clusters Score -6218016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6218160.500000 Penalty: 3548.289062
	Iteration 24Q: 3 clusters Score -6218160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6218262.500000 Penalty: 3548.289062
	Iteration 25Q: 3 clusters Score -6218262 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6218323.500000 Penalty: 3548.289062
	Iteration 26Q: 3 clusters Score -6218324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6218405.000000 Penalty: 3548.289062
	Iteration 27Q: 3 clusters Score -6218405 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6218446.000000 Penalty: 3548.289062
	Iteration 28Q: 3 clusters Score -6218446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6218486.500000 Penalty: 3548.289062
	Iteration 29Q: 3 clusters Score -6218486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6218514.500000 Penalty: 3548.289062
	Iteration 30Q: 3 clusters Score -6218514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6218554.000000 Penalty: 3548.289062
	Iteration 31Q: 3 clusters Score -6218554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -6218593.000000 Penalty: 3548.289062
	Iteration 32Q: 3 clusters Score -6218593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6218613.500000 Penalty: 3548.289062
	Iteration 33Q: 3 clusters Score -6218614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -6218627.500000 Penalty: 3548.289062
	Iteration 34Q: 3 clusters Score -6218628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6218645.500000 Penalty: 3548.289062
	Iteration 35Q: 3 clusters Score -6218646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -6218676.000000 Penalty: 3548.289062
	Iteration 36Q: 3 clusters Score -6218676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6218668.500000 Penalty: 3548.289062
	Iteration 37Q: 3 clusters Score -6218668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -6218682.500000 Penalty: 3548.289062
	Iteration 38Q: 3 clusters Score -6218682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -6218669.000000 Penalty: 3548.289062
	Iteration 39Q: 3 clusters Score -6218669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6218680.500000 Penalty: 3548.289062
	Iteration 40F: 3 clusters Score -6218680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6218686.000000 Penalty: 3548.289062
	Iteration 41Q: 3 clusters Score -6218686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -6218688.500000 Penalty: 3548.289062
	Iteration 42Q: 3 clusters Score -6218688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -6218678.000000 Penalty: 3548.289062
	Iteration 43Q: 3 clusters Score -6218678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -6218691.000000 Penalty: 3548.289062
	Iteration 44Q: 3 clusters Score -6218691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -6218693.500000 Penalty: 3548.289062
	Iteration 45Q: 3 clusters Score -6218694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -6218699.000000 Penalty: 3548.289062
	Iteration 46Q: 3 clusters Score -6218699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -6218701.500000 Penalty: 3548.289062
	Iteration 47Q: 3 clusters Score -6218702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -6218701.000000 Penalty: 3548.289062
	Iteration 48Q: 3 clusters Score -6218701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -6218708.500000 Penalty: 3548.289062
	Iteration 49Q: 3 clusters Score -6218708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -6218694.500000 Penalty: 3548.289062
	Iteration 50Q: 3 clusters Score -6218694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6218699.500000 Penalty: 3548.289062
	Iteration 51Q: 3 clusters Score -6218700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -6218696.500000 Penalty: 3548.289062
	Iteration 52Q: 3 clusters Score -6218696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -6218700.500000 Penalty: 3548.289062
	Iteration 53Q: 3 clusters Score -6218700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6218709.500000 Penalty: 3548.289062
	Iteration 54Q: 3 clusters Score -6218710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -6218712.000000 Penalty: 3548.289062
	Iteration 55Q: 3 clusters Score -6218712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -6218713.500000 Penalty: 3548.289062
	Iteration 56Q: 3 clusters Score -6218714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6218720.500000 Penalty: 3548.289062
	Iteration 57Q: 3 clusters Score -6218720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6218715.500000 Penalty: 3548.289062
	Iteration 58Q: 3 clusters Score -6218716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6218712.000000 Penalty: 3548.289062
	Iteration 59Q: 3 clusters Score -6218712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6218713.500000 Penalty: 3548.289062
	Iteration 60F: 3 clusters Score -6218714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6218721.000000 Penalty: 3548.289062
	Iteration 61Q: 3 clusters Score -6218721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6218721.000000 Penalty: 3548.289062
	Iteration 62F: 3 clusters Score -6218721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Entering Unmasked Estep 
Score: -7923227.500000 Penalty: 1812.099487
	Iteration 0F: 2 clusters Score -7923228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7876573.000000 Penalty: 3624.198975
	Iteration 0F: 3 clusters Score -7876573 nChanged 33026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7895838.500000 Penalty: 3624.198975
	Iteration 1F: 3 clusters Score -7895838 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7896882.000000 Penalty: 3624.198975
	Iteration 2Q: 3 clusters Score -7896882 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -7898621.000000 Penalty: 3624.198975
	Iteration 3F: 3 clusters Score -7898621 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7901846.500000 Penalty: 3624.198975
	Iteration 4F: 3 clusters Score -7901846 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -7907115.500000 Penalty: 3624.198975
	Iteration 5F: 3 clusters Score -7907116 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7913587.000000 Penalty: 3624.198975
	Iteration 6F: 3 clusters Score -7913587 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7918489.000000 Penalty: 3624.198975
	Iteration 7F: 3 clusters Score -7918489 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7920631.500000 Penalty: 3624.198975
	Iteration 8Q: 3 clusters Score -7920632 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7921256.000000 Penalty: 3624.198975
	Iteration 9Q: 3 clusters Score -7921256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7921450.500000 Penalty: 3624.198975
	Iteration 10Q: 3 clusters Score -7921450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7921541.500000 Penalty: 3624.198975
	Iteration 11Q: 3 clusters Score -7921542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7921600.000000 Penalty: 3624.198975
	Iteration 12Q: 3 clusters Score -7921600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7921622.000000 Penalty: 3624.198975
	Iteration 13Q: 3 clusters Score -7921622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7921633.000000 Penalty: 3624.198975
	Iteration 14Q: 3 clusters Score -7921633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7921647.000000 Penalty: 3624.198975
	Iteration 15Q: 3 clusters Score -7921647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7921642.500000 Penalty: 3624.198975
	Iteration 16Q: 3 clusters Score -7921642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7921637.000000 Penalty: 3624.198975
	Iteration 17Q: 3 clusters Score -7921637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7921637.000000 Penalty: 3624.198975
	Iteration 18F: 3 clusters Score -7921637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Entering Unmasked Estep 
Score: -17257868.000000 Penalty: 1940.756226
	Iteration 0F: 2 clusters Score -1.725787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -17160184.000000 Penalty: 3881.512451
	Iteration 0F: 3 clusters Score -1.716018e+07 nChanged 74132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -17204818.000000 Penalty: 3881.512451
	Iteration 1F: 3 clusters Score -1.720482e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -17207066.000000 Penalty: 3881.512451
	Iteration 2Q: 3 clusters Score -1.720707e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -17210562.000000 Penalty: 3881.512451
	Iteration 3Q: 3 clusters Score -1.721056e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -17215460.000000 Penalty: 3881.512451
	Iteration 4F: 3 clusters Score -1.721546e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -17222450.000000 Penalty: 3881.512451
	Iteration 5F: 3 clusters Score -1.722245e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -17230892.000000 Penalty: 3881.512451
	Iteration 6F: 3 clusters Score -1.723089e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -17238096.000000 Penalty: 3881.512451
	Iteration 7F: 3 clusters Score -1.72381e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -17242058.000000 Penalty: 3881.512451
	Iteration 8F: 3 clusters Score -1.724206e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -17243602.000000 Penalty: 3881.512451
	Iteration 9Q: 3 clusters Score -1.72436e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -17244558.000000 Penalty: 3881.512451
	Iteration 10Q: 3 clusters Score -1.724456e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -17245420.000000 Penalty: 3881.512451
	Iteration 11Q: 3 clusters Score -1.724542e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -17246242.000000 Penalty: 3881.512451
	Iteration 12Q: 3 clusters Score -1.724624e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -17247100.000000 Penalty: 3881.512451
	Iteration 13Q: 3 clusters Score -1.72471e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -17247858.000000 Penalty: 3881.512451
	Iteration 14Q: 3 clusters Score -1.724786e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115997 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -17248548.000000 Penalty: 3881.512451
	Iteration 15Q: 3 clusters Score -1.724855e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -17249136.000000 Penalty: 3881.512451
	Iteration 16Q: 3 clusters Score -1.724914e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -17249742.000000 Penalty: 3881.512451
	Iteration 17Q: 3 clusters Score -1.724974e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121043 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -17250374.000000 Penalty: 3881.512451
	Iteration 18Q: 3 clusters Score -1.725037e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -17251030.000000 Penalty: 3881.512451
	Iteration 19Q: 3 clusters Score -1.725103e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -17251630.000000 Penalty: 3881.512451
	Iteration 20F: 3 clusters Score -1.725163e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -17252098.000000 Penalty: 3881.512451
	Iteration 21Q: 3 clusters Score -1.72521e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127063 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -17252660.000000 Penalty: 3881.512451
	Iteration 22Q: 3 clusters Score -1.725266e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -17253044.000000 Penalty: 3881.512451
	Iteration 23Q: 3 clusters Score -1.725304e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129507 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -17253488.000000 Penalty: 3881.512451
	Iteration 24Q: 3 clusters Score -1.725349e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -17253852.000000 Penalty: 3881.512451
	Iteration 25Q: 3 clusters Score -1.725385e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -17254234.000000 Penalty: 3881.512451
	Iteration 26Q: 3 clusters Score -1.725423e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -17254556.000000 Penalty: 3881.512451
	Iteration 27Q: 3 clusters Score -1.725456e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -17254878.000000 Penalty: 3881.512451
	Iteration 28Q: 3 clusters Score -1.725488e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -17255178.000000 Penalty: 3881.512451
	Iteration 29Q: 3 clusters Score -1.725518e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -17255478.000000 Penalty: 3881.512451
	Iteration 30Q: 3 clusters Score -1.725548e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -17255708.000000 Penalty: 3881.512451
	Iteration 31Q: 3 clusters Score -1.725571e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -17255876.000000 Penalty: 3881.512451
	Iteration 32Q: 3 clusters Score -1.725588e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -17256092.000000 Penalty: 3881.512451
	Iteration 33Q: 3 clusters Score -1.725609e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138154 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -17256280.000000 Penalty: 3881.512451
	Iteration 34Q: 3 clusters Score -1.725628e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138749 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -17256432.000000 Penalty: 3881.512451
	Iteration 35Q: 3 clusters Score -1.725643e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -17256642.000000 Penalty: 3881.512451
	Iteration 36Q: 3 clusters Score -1.725664e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -17256718.000000 Penalty: 3881.512451
	Iteration 37Q: 3 clusters Score -1.725672e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -17256850.000000 Penalty: 3881.512451
	Iteration 38Q: 3 clusters Score -1.725685e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141263 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -17256996.000000 Penalty: 3881.512451
	Iteration 39Q: 3 clusters Score -1.7257e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -17257138.000000 Penalty: 3881.512451
	Iteration 40F: 3 clusters Score -1.725714e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -17257230.000000 Penalty: 3881.512451
	Iteration 41Q: 3 clusters Score -1.725723e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -17257344.000000 Penalty: 3881.512451
	Iteration 42Q: 3 clusters Score -1.725734e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -17257414.000000 Penalty: 3881.512451
	Iteration 43Q: 3 clusters Score -1.725741e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -17257540.000000 Penalty: 3881.512451
	Iteration 44Q: 3 clusters Score -1.725754e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -17257614.000000 Penalty: 3881.512451
	Iteration 45Q: 3 clusters Score -1.725761e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145645 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -17257670.000000 Penalty: 3881.512451
	Iteration 46Q: 3 clusters Score -1.725767e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -17257694.000000 Penalty: 3881.512451
	Iteration 47Q: 3 clusters Score -1.725769e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -17257724.000000 Penalty: 3881.512451
	Iteration 48Q: 3 clusters Score -1.725772e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147292 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -17257798.000000 Penalty: 3881.512451
	Iteration 49Q: 3 clusters Score -1.72578e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -17257844.000000 Penalty: 3881.512451
	Iteration 50Q: 3 clusters Score -1.725784e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -17257802.000000 Penalty: 3881.512451
	Iteration 51Q: 3 clusters Score -1.72578e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -17257822.000000 Penalty: 3881.512451
	Iteration 52Q: 3 clusters Score -1.725782e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -17257816.000000 Penalty: 3881.512451
	Iteration 53Q: 3 clusters Score -1.725782e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -17257802.000000 Penalty: 3881.512451
	Iteration 54Q: 3 clusters Score -1.72578e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -17257782.000000 Penalty: 3881.512451
	Iteration 55Q: 3 clusters Score -1.725778e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -17257768.000000 Penalty: 3881.512451
	Iteration 56Q: 3 clusters Score -1.725777e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17257734.000000 Penalty: 3881.512451
	Iteration 57Q: 3 clusters Score -1.725773e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -17257702.000000 Penalty: 3881.512451
	Iteration 58Q: 3 clusters Score -1.72577e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -17257678.000000 Penalty: 3881.512451
	Iteration 59Q: 3 clusters Score -1.725768e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -17257664.000000 Penalty: 3881.512451
	Iteration 60F: 3 clusters Score -1.725766e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -17257660.000000 Penalty: 3881.512451
	Iteration 61Q: 3 clusters Score -1.725766e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -17257660.000000 Penalty: 3881.512451
	Iteration 62Q: 3 clusters Score -1.725766e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17257674.000000 Penalty: 3881.512451
	Iteration 63Q: 3 clusters Score -1.725767e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -17257658.000000 Penalty: 3881.512451
	Iteration 64Q: 3 clusters Score -1.725766e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -17257646.000000 Penalty: 3881.512451
	Iteration 65Q: 3 clusters Score -1.725765e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -17257652.000000 Penalty: 3881.512451
	Iteration 66Q: 3 clusters Score -1.725765e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17257644.000000 Penalty: 3881.512451
	Iteration 67Q: 3 clusters Score -1.725764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150904 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -17257596.000000 Penalty: 3881.512451
	Iteration 68Q: 3 clusters Score -1.72576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -17257596.000000 Penalty: 3881.512451
	Iteration 69Q: 3 clusters Score -1.72576e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -17257620.000000 Penalty: 3881.512451
	Iteration 70Q: 3 clusters Score -1.725762e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151012 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -17257664.000000 Penalty: 3881.512451
	Iteration 71Q: 3 clusters Score -1.725766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -17257644.000000 Penalty: 3881.512451
	Iteration 72Q: 3 clusters Score -1.725764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17257636.000000 Penalty: 3881.512451
	Iteration 73Q: 3 clusters Score -1.725764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -17257646.000000 Penalty: 3881.512451
	Iteration 74Q: 3 clusters Score -1.725765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -17257666.000000 Penalty: 3881.512451
	Iteration 75Q: 3 clusters Score -1.725767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -17257642.000000 Penalty: 3881.512451
	Iteration 76Q: 3 clusters Score -1.725764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17257648.000000 Penalty: 3881.512451
	Iteration 77Q: 3 clusters Score -1.725765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17257644.000000 Penalty: 3881.512451
	Iteration 78Q: 3 clusters Score -1.725764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17257640.000000 Penalty: 3881.512451
	Iteration 79Q: 3 clusters Score -1.725764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17257646.000000 Penalty: 3881.512451
	Iteration 80F: 3 clusters Score -1.725765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17257658.000000 Penalty: 3881.512451
	Iteration 81Q: 3 clusters Score -1.725766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17257650.000000 Penalty: 3881.512451
	Iteration 82Q: 3 clusters Score -1.725765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17257644.000000 Penalty: 3881.512451
	Iteration 83Q: 3 clusters Score -1.725764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17257662.000000 Penalty: 3881.512451
	Iteration 84Q: 3 clusters Score -1.725766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17257684.000000 Penalty: 3881.512451
	Iteration 85Q: 3 clusters Score -1.725768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -17257682.000000 Penalty: 3881.512451
	Iteration 86Q: 3 clusters Score -1.725768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -17257692.000000 Penalty: 3881.512451
	Iteration 87Q: 3 clusters Score -1.725769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -17257704.000000 Penalty: 3881.512451
	Iteration 88Q: 3 clusters Score -1.72577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -17257708.000000 Penalty: 3881.512451
	Iteration 89Q: 3 clusters Score -1.725771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17257676.000000 Penalty: 3881.512451
	Iteration 90Q: 3 clusters Score -1.725768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17257650.000000 Penalty: 3881.512451
	Iteration 91Q: 3 clusters Score -1.725765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17257654.000000 Penalty: 3881.512451
	Iteration 92Q: 3 clusters Score -1.725765e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -17257644.000000 Penalty: 3881.512451
	Iteration 93Q: 3 clusters Score -1.725764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17257684.000000 Penalty: 3881.512451
	Iteration 94Q: 3 clusters Score -1.725768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -17257666.000000 Penalty: 3881.512451
	Iteration 95Q: 3 clusters Score -1.725767e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150975 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -17257680.000000 Penalty: 3881.512451
	Iteration 96Q: 3 clusters Score -1.725768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -17257668.000000 Penalty: 3881.512451
	Iteration 97Q: 3 clusters Score -1.725767e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -17257690.000000 Penalty: 3881.512451
	Iteration 98Q: 3 clusters Score -1.725769e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150910 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -17257690.000000 Penalty: 3881.512451
	Iteration 99Q: 3 clusters Score -1.725769e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17257686.000000 Penalty: 3881.512451
	Iteration 100F: 3 clusters Score -1.725769e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17257688.000000 Penalty: 3881.512451
	Iteration 101Q: 3 clusters Score -1.725769e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150823 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17257714.000000 Penalty: 3881.512451
	Iteration 102Q: 3 clusters Score -1.725771e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17257752.000000 Penalty: 3881.512451
	Iteration 103Q: 3 clusters Score -1.725775e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -17257780.000000 Penalty: 3881.512451
	Iteration 104Q: 3 clusters Score -1.725778e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17257770.000000 Penalty: 3881.512451
	Iteration 105Q: 3 clusters Score -1.725777e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150665 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -17257844.000000 Penalty: 3881.512451
	Iteration 106Q: 3 clusters Score -1.725784e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -17257844.000000 Penalty: 3881.512451
	Iteration 107Q: 3 clusters Score -1.725784e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -17257922.000000 Penalty: 3881.512451
	Iteration 108Q: 3 clusters Score -1.725792e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -17257922.000000 Penalty: 3881.512451
	Iteration 109Q: 3 clusters Score -1.725792e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -17257966.000000 Penalty: 3881.512451
	Iteration 110Q: 3 clusters Score -1.725797e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -17257984.000000 Penalty: 3881.512451
	Iteration 111Q: 3 clusters Score -1.725798e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -17257992.000000 Penalty: 3881.512451
	Iteration 112Q: 3 clusters Score -1.725799e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -17258042.000000 Penalty: 3881.512451
	Iteration 113Q: 3 clusters Score -1.725804e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150142 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17258064.000000 Penalty: 3881.512451
	Iteration 114Q: 3 clusters Score -1.725806e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -17258060.000000 Penalty: 3881.512451
	Iteration 115Q: 3 clusters Score -1.725806e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -17258124.000000 Penalty: 3881.512451
	Iteration 116Q: 3 clusters Score -1.725812e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -17258178.000000 Penalty: 3881.512451
	Iteration 117Q: 3 clusters Score -1.725818e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -17258240.000000 Penalty: 3881.512451
	Iteration 118Q: 3 clusters Score -1.725824e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -17258298.000000 Penalty: 3881.512451
	Iteration 119Q: 3 clusters Score -1.72583e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -17258344.000000 Penalty: 3881.512451
	Iteration 120F: 3 clusters Score -1.725834e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -17258342.000000 Penalty: 3881.512451
	Iteration 121Q: 3 clusters Score -1.725834e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -17258302.000000 Penalty: 3881.512451
	Iteration 122Q: 3 clusters Score -1.72583e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148981 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -17258328.000000 Penalty: 3881.512451
	Iteration 123Q: 3 clusters Score -1.725833e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -17258420.000000 Penalty: 3881.512451
	Iteration 124Q: 3 clusters Score -1.725842e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -17258436.000000 Penalty: 3881.512451
	Iteration 125Q: 3 clusters Score -1.725844e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -17258484.000000 Penalty: 3881.512451
	Iteration 126Q: 3 clusters Score -1.725848e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -17258534.000000 Penalty: 3881.512451
	Iteration 127Q: 3 clusters Score -1.725853e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -17258612.000000 Penalty: 3881.512451
	Iteration 128Q: 3 clusters Score -1.725861e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -17258690.000000 Penalty: 3881.512451
	Iteration 129Q: 3 clusters Score -1.725869e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -17258704.000000 Penalty: 3881.512451
	Iteration 130Q: 3 clusters Score -1.72587e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147641 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -17258704.000000 Penalty: 3881.512451
	Iteration 131Q: 3 clusters Score -1.72587e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -17258732.000000 Penalty: 3881.512451
	Iteration 132Q: 3 clusters Score -1.725873e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -17258784.000000 Penalty: 3881.512451
	Iteration 133Q: 3 clusters Score -1.725878e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -17258806.000000 Penalty: 3881.512451
	Iteration 134Q: 3 clusters Score -1.725881e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -17258798.000000 Penalty: 3881.512451
	Iteration 135Q: 3 clusters Score -1.72588e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -17258794.000000 Penalty: 3881.512451
	Iteration 136Q: 3 clusters Score -1.725879e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -17258846.000000 Penalty: 3881.512451
	Iteration 137Q: 3 clusters Score -1.725885e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -17258836.000000 Penalty: 3881.512451
	Iteration 138Q: 3 clusters Score -1.725884e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -17258842.000000 Penalty: 3881.512451
	Iteration 139Q: 3 clusters Score -1.725884e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -17258840.000000 Penalty: 3881.512451
	Iteration 140F: 3 clusters Score -1.725884e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -17258906.000000 Penalty: 3881.512451
	Iteration 141Q: 3 clusters Score -1.725891e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -17258892.000000 Penalty: 3881.512451
	Iteration 142Q: 3 clusters Score -1.725889e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -17258950.000000 Penalty: 3881.512451
	Iteration 143Q: 3 clusters Score -1.725895e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -17258958.000000 Penalty: 3881.512451
	Iteration 144Q: 3 clusters Score -1.725896e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145840 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -17258966.000000 Penalty: 3881.512451
	Iteration 145Q: 3 clusters Score -1.725897e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -17259012.000000 Penalty: 3881.512451
	Iteration 146Q: 3 clusters Score -1.725901e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -17259046.000000 Penalty: 3881.512451
	Iteration 147Q: 3 clusters Score -1.725905e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -17259062.000000 Penalty: 3881.512451
	Iteration 148Q: 3 clusters Score -1.725906e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -17259044.000000 Penalty: 3881.512451
	Iteration 149Q: 3 clusters Score -1.725904e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -17259070.000000 Penalty: 3881.512451
	Iteration 150Q: 3 clusters Score -1.725907e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -17259120.000000 Penalty: 3881.512451
	Iteration 151Q: 3 clusters Score -1.725912e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144801 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -17259106.000000 Penalty: 3881.512451
	Iteration 152Q: 3 clusters Score -1.725911e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -17259176.000000 Penalty: 3881.512451
	Iteration 153Q: 3 clusters Score -1.725918e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -17259186.000000 Penalty: 3881.512451
	Iteration 154Q: 3 clusters Score -1.725919e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -17259200.000000 Penalty: 3881.512451
	Iteration 155Q: 3 clusters Score -1.72592e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -17259190.000000 Penalty: 3881.512451
	Iteration 156Q: 3 clusters Score -1.725919e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -17259228.000000 Penalty: 3881.512451
	Iteration 157Q: 3 clusters Score -1.725923e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -17259242.000000 Penalty: 3881.512451
	Iteration 158Q: 3 clusters Score -1.725924e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143471 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -17259304.000000 Penalty: 3881.512451
	Iteration 159Q: 3 clusters Score -1.72593e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -17259370.000000 Penalty: 3881.512451
	Iteration 160F: 3 clusters Score -1.725937e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -17259366.000000 Penalty: 3881.512451
	Iteration 161Q: 3 clusters Score -1.725937e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -17259346.000000 Penalty: 3881.512451
	Iteration 162Q: 3 clusters Score -1.725935e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -17259390.000000 Penalty: 3881.512451
	Iteration 163Q: 3 clusters Score -1.725939e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -17259376.000000 Penalty: 3881.512451
	Iteration 164Q: 3 clusters Score -1.725938e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142245 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -17259378.000000 Penalty: 3881.512451
	Iteration 165Q: 3 clusters Score -1.725938e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -17259374.000000 Penalty: 3881.512451
	Iteration 166Q: 3 clusters Score -1.725937e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141851 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -17259348.000000 Penalty: 3881.512451
	Iteration 167Q: 3 clusters Score -1.725935e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141617 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -17259350.000000 Penalty: 3881.512451
	Iteration 168Q: 3 clusters Score -1.725935e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -17259388.000000 Penalty: 3881.512451
	Iteration 169Q: 3 clusters Score -1.725939e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -17259402.000000 Penalty: 3881.512451
	Iteration 170Q: 3 clusters Score -1.72594e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140955 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -17259428.000000 Penalty: 3881.512451
	Iteration 171Q: 3 clusters Score -1.725943e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -17259442.000000 Penalty: 3881.512451
	Iteration 172Q: 3 clusters Score -1.725944e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -17259398.000000 Penalty: 3881.512451
	Iteration 173Q: 3 clusters Score -1.72594e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140229 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -17259436.000000 Penalty: 3881.512451
	Iteration 174Q: 3 clusters Score -1.725944e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139954 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -17259458.000000 Penalty: 3881.512451
	Iteration 175Q: 3 clusters Score -1.725946e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139689 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -17259408.000000 Penalty: 3881.512451
	Iteration 176Q: 3 clusters Score -1.725941e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -17259382.000000 Penalty: 3881.512451
	Iteration 177Q: 3 clusters Score -1.725938e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139192 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -17259362.000000 Penalty: 3881.512451
	Iteration 178Q: 3 clusters Score -1.725936e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -17259378.000000 Penalty: 3881.512451
	Iteration 179Q: 3 clusters Score -1.725938e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -17259414.000000 Penalty: 3881.512451
	Iteration 180F: 3 clusters Score -1.725941e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -17259432.000000 Penalty: 3881.512451
	Iteration 181Q: 3 clusters Score -1.725943e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137900 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -17259490.000000 Penalty: 3881.512451
	Iteration 182Q: 3 clusters Score -1.725949e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -17259492.000000 Penalty: 3881.512451
	Iteration 183Q: 3 clusters Score -1.725949e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -17259524.000000 Penalty: 3881.512451
	Iteration 184Q: 3 clusters Score -1.725952e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -17259570.000000 Penalty: 3881.512451
	Iteration 185Q: 3 clusters Score -1.725957e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -17259564.000000 Penalty: 3881.512451
	Iteration 186Q: 3 clusters Score -1.725956e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -17259618.000000 Penalty: 3881.512451
	Iteration 187Q: 3 clusters Score -1.725962e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -17259678.000000 Penalty: 3881.512451
	Iteration 188Q: 3 clusters Score -1.725968e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135434 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -17259710.000000 Penalty: 3881.512451
	Iteration 189Q: 3 clusters Score -1.725971e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135059 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -17259676.000000 Penalty: 3881.512451
	Iteration 190Q: 3 clusters Score -1.725968e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134699 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -17259692.000000 Penalty: 3881.512451
	Iteration 191Q: 3 clusters Score -1.725969e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134368 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -17259726.000000 Penalty: 3881.512451
	Iteration 192Q: 3 clusters Score -1.725973e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -17259656.000000 Penalty: 3881.512451
	Iteration 193Q: 3 clusters Score -1.725966e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -17259664.000000 Penalty: 3881.512451
	Iteration 194Q: 3 clusters Score -1.725966e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133334 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -17259654.000000 Penalty: 3881.512451
	Iteration 195Q: 3 clusters Score -1.725965e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -17259684.000000 Penalty: 3881.512451
	Iteration 196Q: 3 clusters Score -1.725968e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132676 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -17259666.000000 Penalty: 3881.512451
	Iteration 197Q: 3 clusters Score -1.725967e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -17259726.000000 Penalty: 3881.512451
	Iteration 198Q: 3 clusters Score -1.725973e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -17259720.000000 Penalty: 3881.512451
	Iteration 199Q: 3 clusters Score -1.725972e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -17259720.000000 Penalty: 3881.512451
	Iteration 200F: 3 clusters Score -1.725972e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131159 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -17259684.000000 Penalty: 3881.512451
	Iteration 201Q: 3 clusters Score -1.725968e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130807 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -17259652.000000 Penalty: 3881.512451
	Iteration 202Q: 3 clusters Score -1.725965e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -17259652.000000 Penalty: 3881.512451
	Iteration 203Q: 3 clusters Score -1.725965e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -17259640.000000 Penalty: 3881.512451
	Iteration 204Q: 3 clusters Score -1.725964e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -17259608.000000 Penalty: 3881.512451
	Iteration 205Q: 3 clusters Score -1.725961e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -17259632.000000 Penalty: 3881.512451
	Iteration 206Q: 3 clusters Score -1.725963e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -17259634.000000 Penalty: 3881.512451
	Iteration 207Q: 3 clusters Score -1.725963e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128646 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -17259638.000000 Penalty: 3881.512451
	Iteration 208Q: 3 clusters Score -1.725964e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -17259636.000000 Penalty: 3881.512451
	Iteration 209Q: 3 clusters Score -1.725964e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -17259616.000000 Penalty: 3881.512451
	Iteration 210Q: 3 clusters Score -1.725962e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -17259596.000000 Penalty: 3881.512451
	Iteration 211Q: 3 clusters Score -1.72596e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -17259576.000000 Penalty: 3881.512451
	Iteration 212Q: 3 clusters Score -1.725958e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -17259568.000000 Penalty: 3881.512451
	Iteration 213Q: 3 clusters Score -1.725957e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -17259554.000000 Penalty: 3881.512451
	Iteration 214Q: 3 clusters Score -1.725955e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -17259506.000000 Penalty: 3881.512451
	Iteration 215Q: 3 clusters Score -1.725951e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126159 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -17259464.000000 Penalty: 3881.512451
	Iteration 216Q: 3 clusters Score -1.725946e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125866 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -17259434.000000 Penalty: 3881.512451
	Iteration 217Q: 3 clusters Score -1.725943e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -17259432.000000 Penalty: 3881.512451
	Iteration 218Q: 3 clusters Score -1.725943e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -17259392.000000 Penalty: 3881.512451
	Iteration 219Q: 3 clusters Score -1.725939e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124948 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -17259340.000000 Penalty: 3881.512451
	Iteration 220F: 3 clusters Score -1.725934e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124640 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -17259310.000000 Penalty: 3881.512451
	Iteration 221Q: 3 clusters Score -1.725931e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124367 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -17259268.000000 Penalty: 3881.512451
	Iteration 222Q: 3 clusters Score -1.725927e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -17259226.000000 Penalty: 3881.512451
	Iteration 223Q: 3 clusters Score -1.725923e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -17259166.000000 Penalty: 3881.512451
	Iteration 224Q: 3 clusters Score -1.725917e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -17259130.000000 Penalty: 3881.512451
	Iteration 225Q: 3 clusters Score -1.725913e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -17259090.000000 Penalty: 3881.512451
	Iteration 226Q: 3 clusters Score -1.725909e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -17259104.000000 Penalty: 3881.512451
	Iteration 227Q: 3 clusters Score -1.72591e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122790 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -17259130.000000 Penalty: 3881.512451
	Iteration 228Q: 3 clusters Score -1.725913e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -17259088.000000 Penalty: 3881.512451
	Iteration 229Q: 3 clusters Score -1.725909e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -17259066.000000 Penalty: 3881.512451
	Iteration 230Q: 3 clusters Score -1.725907e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -17259064.000000 Penalty: 3881.512451
	Iteration 231Q: 3 clusters Score -1.725906e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121798 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -17259032.000000 Penalty: 3881.512451
	Iteration 232Q: 3 clusters Score -1.725903e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121569 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -17259006.000000 Penalty: 3881.512451
	Iteration 233Q: 3 clusters Score -1.725901e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -17258990.000000 Penalty: 3881.512451
	Iteration 234Q: 3 clusters Score -1.725899e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -17258932.000000 Penalty: 3881.512451
	Iteration 235Q: 3 clusters Score -1.725893e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -17258900.000000 Penalty: 3881.512451
	Iteration 236Q: 3 clusters Score -1.72589e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -17258894.000000 Penalty: 3881.512451
	Iteration 237Q: 3 clusters Score -1.725889e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -17258864.000000 Penalty: 3881.512451
	Iteration 238Q: 3 clusters Score -1.725886e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -17258848.000000 Penalty: 3881.512451
	Iteration 239Q: 3 clusters Score -1.725885e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -17258842.000000 Penalty: 3881.512451
	Iteration 240F: 3 clusters Score -1.725884e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -17258788.000000 Penalty: 3881.512451
	Iteration 241Q: 3 clusters Score -1.725879e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -17258790.000000 Penalty: 3881.512451
	Iteration 242Q: 3 clusters Score -1.725879e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -17258768.000000 Penalty: 3881.512451
	Iteration 243Q: 3 clusters Score -1.725877e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -17258776.000000 Penalty: 3881.512451
	Iteration 244Q: 3 clusters Score -1.725878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -17258788.000000 Penalty: 3881.512451
	Iteration 245Q: 3 clusters Score -1.725879e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -17258790.000000 Penalty: 3881.512451
	Iteration 246Q: 3 clusters Score -1.725879e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -17258750.000000 Penalty: 3881.512451
	Iteration 247Q: 3 clusters Score -1.725875e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -17258762.000000 Penalty: 3881.512451
	Iteration 248Q: 3 clusters Score -1.725876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -17258764.000000 Penalty: 3881.512451
	Iteration 249Q: 3 clusters Score -1.725876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -17258756.000000 Penalty: 3881.512451
	Iteration 250Q: 3 clusters Score -1.725876e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -17258764.000000 Penalty: 3881.512451
	Iteration 251Q: 3 clusters Score -1.725876e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -17258742.000000 Penalty: 3881.512451
	Iteration 252Q: 3 clusters Score -1.725874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -17258734.000000 Penalty: 3881.512451
	Iteration 253Q: 3 clusters Score -1.725873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -17258716.000000 Penalty: 3881.512451
	Iteration 254Q: 3 clusters Score -1.725872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -17258702.000000 Penalty: 3881.512451
	Iteration 255Q: 3 clusters Score -1.72587e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -17258690.000000 Penalty: 3881.512451
	Iteration 256Q: 3 clusters Score -1.725869e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -17258692.000000 Penalty: 3881.512451
	Iteration 257Q: 3 clusters Score -1.725869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -17258686.000000 Penalty: 3881.512451
	Iteration 258Q: 3 clusters Score -1.725869e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -17258698.000000 Penalty: 3881.512451
	Iteration 259Q: 3 clusters Score -1.72587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -17258686.000000 Penalty: 3881.512451
	Iteration 260F: 3 clusters Score -1.725869e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -17258668.000000 Penalty: 3881.512451
	Iteration 261Q: 3 clusters Score -1.725867e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -17258638.000000 Penalty: 3881.512451
	Iteration 262Q: 3 clusters Score -1.725864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -17258642.000000 Penalty: 3881.512451
	Iteration 263Q: 3 clusters Score -1.725864e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -17258608.000000 Penalty: 3881.512451
	Iteration 264Q: 3 clusters Score -1.725861e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -17258618.000000 Penalty: 3881.512451
	Iteration 265Q: 3 clusters Score -1.725862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118126 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -17258648.000000 Penalty: 3881.512451
	Iteration 266Q: 3 clusters Score -1.725865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -17258628.000000 Penalty: 3881.512451
	Iteration 267Q: 3 clusters Score -1.725863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -17258634.000000 Penalty: 3881.512451
	Iteration 268Q: 3 clusters Score -1.725863e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -17258616.000000 Penalty: 3881.512451
	Iteration 269Q: 3 clusters Score -1.725862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117856 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -17258622.000000 Penalty: 3881.512451
	Iteration 270Q: 3 clusters Score -1.725862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -17258618.000000 Penalty: 3881.512451
	Iteration 271Q: 3 clusters Score -1.725862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -17258598.000000 Penalty: 3881.512451
	Iteration 272Q: 3 clusters Score -1.72586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -17258570.000000 Penalty: 3881.512451
	Iteration 273Q: 3 clusters Score -1.725857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -17258570.000000 Penalty: 3881.512451
	Iteration 274Q: 3 clusters Score -1.725857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117558 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -17258560.000000 Penalty: 3881.512451
	Iteration 275Q: 3 clusters Score -1.725856e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -17258550.000000 Penalty: 3881.512451
	Iteration 276Q: 3 clusters Score -1.725855e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -17258566.000000 Penalty: 3881.512451
	Iteration 277Q: 3 clusters Score -1.725857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -17258536.000000 Penalty: 3881.512451
	Iteration 278Q: 3 clusters Score -1.725854e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -17258524.000000 Penalty: 3881.512451
	Iteration 279Q: 3 clusters Score -1.725852e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -17258526.000000 Penalty: 3881.512451
	Iteration 280F: 3 clusters Score -1.725853e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -17258528.000000 Penalty: 3881.512451
	Iteration 281Q: 3 clusters Score -1.725853e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -17258528.000000 Penalty: 3881.512451
	Iteration 282Q: 3 clusters Score -1.725853e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -17258514.000000 Penalty: 3881.512451
	Iteration 283Q: 3 clusters Score -1.725851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -17258508.000000 Penalty: 3881.512451
	Iteration 284Q: 3 clusters Score -1.725851e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -17258512.000000 Penalty: 3881.512451
	Iteration 285Q: 3 clusters Score -1.725851e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -17258510.000000 Penalty: 3881.512451
	Iteration 286Q: 3 clusters Score -1.725851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -17258478.000000 Penalty: 3881.512451
	Iteration 287Q: 3 clusters Score -1.725848e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -17258466.000000 Penalty: 3881.512451
	Iteration 288Q: 3 clusters Score -1.725847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116616 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -17258470.000000 Penalty: 3881.512451
	Iteration 289Q: 3 clusters Score -1.725847e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -17258478.000000 Penalty: 3881.512451
	Iteration 290Q: 3 clusters Score -1.725848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -17258454.000000 Penalty: 3881.512451
	Iteration 291Q: 3 clusters Score -1.725845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -17258446.000000 Penalty: 3881.512451
	Iteration 292Q: 3 clusters Score -1.725845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -17258448.000000 Penalty: 3881.512451
	Iteration 293Q: 3 clusters Score -1.725845e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -17258420.000000 Penalty: 3881.512451
	Iteration 294Q: 3 clusters Score -1.725842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -17258444.000000 Penalty: 3881.512451
	Iteration 295Q: 3 clusters Score -1.725844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -17258432.000000 Penalty: 3881.512451
	Iteration 296Q: 3 clusters Score -1.725843e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -17258426.000000 Penalty: 3881.512451
	Iteration 297Q: 3 clusters Score -1.725843e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -17258406.000000 Penalty: 3881.512451
	Iteration 298Q: 3 clusters Score -1.725841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -17258418.000000 Penalty: 3881.512451
	Iteration 299Q: 3 clusters Score -1.725842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -17258414.000000 Penalty: 3881.512451
	Iteration 300F: 3 clusters Score -1.725841e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116113 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -17258402.000000 Penalty: 3881.512451
	Iteration 301Q: 3 clusters Score -1.72584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -17258422.000000 Penalty: 3881.512451
	Iteration 302Q: 3 clusters Score -1.725842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -17258418.000000 Penalty: 3881.512451
	Iteration 303Q: 3 clusters Score -1.725842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116024 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -17258426.000000 Penalty: 3881.512451
	Iteration 304Q: 3 clusters Score -1.725843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -17258416.000000 Penalty: 3881.512451
	Iteration 305Q: 3 clusters Score -1.725842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -17258410.000000 Penalty: 3881.512451
	Iteration 306Q: 3 clusters Score -1.725841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -17258428.000000 Penalty: 3881.512451
	Iteration 307Q: 3 clusters Score -1.725843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -17258404.000000 Penalty: 3881.512451
	Iteration 308Q: 3 clusters Score -1.72584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -17258416.000000 Penalty: 3881.512451
	Iteration 309Q: 3 clusters Score -1.725842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115923 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -17258412.000000 Penalty: 3881.512451
	Iteration 310Q: 3 clusters Score -1.725841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -17258404.000000 Penalty: 3881.512451
	Iteration 311Q: 3 clusters Score -1.72584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -17258400.000000 Penalty: 3881.512451
	Iteration 312Q: 3 clusters Score -1.72584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -17258394.000000 Penalty: 3881.512451
	Iteration 313Q: 3 clusters Score -1.725839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -17258390.000000 Penalty: 3881.512451
	Iteration 314Q: 3 clusters Score -1.725839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -17258394.000000 Penalty: 3881.512451
	Iteration 315Q: 3 clusters Score -1.725839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -17258384.000000 Penalty: 3881.512451
	Iteration 316Q: 3 clusters Score -1.725838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -17258384.000000 Penalty: 3881.512451
	Iteration 317Q: 3 clusters Score -1.725838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -17258392.000000 Penalty: 3881.512451
	Iteration 318Q: 3 clusters Score -1.725839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -17258388.000000 Penalty: 3881.512451
	Iteration 319Q: 3 clusters Score -1.725839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -17258388.000000 Penalty: 3881.512451
	Iteration 320F: 3 clusters Score -1.725839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -17258392.000000 Penalty: 3881.512451
	Iteration 321Q: 3 clusters Score -1.725839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -17258392.000000 Penalty: 3881.512451
	Iteration 322F: 3 clusters Score -1.725839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 37906 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 138630 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 13 contains 89880 members 
Mstep: Class 14 contains 20496 members 
Mstep: Class 15 contains 55150 members 
Mstep: Class 16 contains 69660 members 
Mstep: Class 17 contains 115849 members 
Entering Unmasked Estep 
Score: -64727076.000000 Penalty: 28054.662109
Splitting cluster 17 changes total score from -64726180.000000 to -64727076.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 138630 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 13 contains 89880 members 
Mstep: Class 14 contains 20496 members 
Mstep: Class 15 contains 55150 members 
Mstep: Class 16 contains 69660 members 
Mstep: Class 17 contains 115849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730648.000000 Penalty: 28054.662109
Iteration 39Q: 14 clusters Score -6.473065e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 37433 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 138476 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 39151 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 13 contains 89921 members 
Mstep: Class 14 contains 20982 members 
Mstep: Class 15 contains 54347 members 
Mstep: Class 16 contains 69526 members 
Mstep: Class 17 contains 116610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734276.000000 Penalty: 28054.662109
Iteration 40F: 14 clusters Score -6.473428e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 38569 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 137398 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 39384 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 13 contains 89930 members 
Mstep: Class 14 contains 21232 members 
Mstep: Class 15 contains 53307 members 
Mstep: Class 16 contains 69390 members 
Mstep: Class 17 contains 117009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736628.000000 Penalty: 28054.662109
Iteration 41Q: 14 clusters Score -6.473663e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 39314 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 136641 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 39670 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 13 contains 89932 members 
Mstep: Class 14 contains 21473 members 
Mstep: Class 15 contains 52396 members 
Mstep: Class 16 contains 69262 members 
Mstep: Class 17 contains 117332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736924.000000 Penalty: 28054.662109
Iteration 42Q: 14 clusters Score -6.473692e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 39974 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 135977 members 
Mstep: Class 7 contains 4038 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 39968 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 13 contains 89926 members 
Mstep: Class 14 contains 21738 members 
Mstep: Class 15 contains 51548 members 
Mstep: Class 16 contains 69151 members 
Mstep: Class 17 contains 117614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737280.000000 Penalty: 28054.662109
Iteration 43Q: 14 clusters Score -6.473728e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 40566 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 135501 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 40260 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 13 contains 89926 members 
Mstep: Class 14 contains 22075 members 
Mstep: Class 15 contains 50690 members 
Mstep: Class 16 contains 69047 members 
Mstep: Class 17 contains 117768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737712.000000 Penalty: 28054.662109
Iteration 44Q: 14 clusters Score -6.473771e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 41072 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 135163 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 9 contains 40542 members 
Mstep: Class 11 contains 2893 members 
Mstep: Class 13 contains 89926 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 49828 members 
Mstep: Class 16 contains 68968 members 
Mstep: Class 17 contains 117878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738012.000000 Penalty: 28054.662109
Iteration 45Q: 14 clusters Score -6.473801e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 41494 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 135047 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 40801 members 
Mstep: Class 11 contains 2892 members 
Mstep: Class 13 contains 89927 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 68925 members 
Mstep: Class 17 contains 117850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738348.000000 Penalty: 28054.662109
Iteration 46Q: 14 clusters Score -6.473835e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 41831 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 135065 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 41044 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 13 contains 89919 members 
Mstep: Class 14 contains 23254 members 
Mstep: Class 15 contains 48047 members 
Mstep: Class 16 contains 68896 members 
Mstep: Class 17 contains 117781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738632.000000 Penalty: 28054.662109
Iteration 47Q: 14 clusters Score -6.473863e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 42108 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 135238 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 41266 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 13 contains 89911 members 
Mstep: Class 14 contains 23705 members 
Mstep: Class 15 contains 47121 members 
Mstep: Class 16 contains 68861 members 
Mstep: Class 17 contains 117684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739104.000000 Penalty: 28054.662109
Iteration 48Q: 14 clusters Score -6.47391e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 42357 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 135459 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 13 contains 89905 members 
Mstep: Class 14 contains 24173 members 
Mstep: Class 15 contains 46197 members 
Mstep: Class 16 contains 68823 members 
Mstep: Class 17 contains 117582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739448.000000 Penalty: 28054.662109
Iteration 49Q: 14 clusters Score -6.473945e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 42594 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 135773 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 41658 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 13 contains 89902 members 
Mstep: Class 14 contains 24683 members 
Mstep: Class 15 contains 45271 members 
Mstep: Class 16 contains 68791 members 
Mstep: Class 17 contains 117414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739760.000000 Penalty: 28054.662109
Iteration 50Q: 14 clusters Score -6.473976e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 42799 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 136139 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 41832 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 13 contains 89899 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 44384 members 
Mstep: Class 16 contains 68768 members 
Mstep: Class 17 contains 117195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740084.000000 Penalty: 28054.662109
Iteration 51Q: 14 clusters Score -6.474008e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 42975 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 136491 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 42005 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 13 contains 89897 members 
Mstep: Class 14 contains 25755 members 
Mstep: Class 15 contains 43523 members 
Mstep: Class 16 contains 68759 members 
Mstep: Class 17 contains 116985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740332.000000 Penalty: 28054.662109
Iteration 52Q: 14 clusters Score -6.474033e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 43118 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 136886 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 375 members 
Mstep: Class 9 contains 42162 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 13 contains 89893 members 
Mstep: Class 14 contains 26311 members 
Mstep: Class 15 contains 42667 members 
Mstep: Class 16 contains 68748 members 
Mstep: Class 17 contains 116767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740584.000000 Penalty: 28054.662109
Iteration 53Q: 14 clusters Score -6.474058e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 43215 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 137386 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 89888 members 
Mstep: Class 14 contains 26859 members 
Mstep: Class 15 contains 41831 members 
Mstep: Class 16 contains 68733 members 
Mstep: Class 17 contains 116502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740836.000000 Penalty: 28054.662109
Iteration 54Q: 14 clusters Score -6.474084e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 43307 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 137918 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 42454 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 13 contains 89883 members 
Mstep: Class 14 contains 27426 members 
Mstep: Class 15 contains 40975 members 
Mstep: Class 16 contains 68712 members 
Mstep: Class 17 contains 116228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740972.000000 Penalty: 28054.662109
Iteration 55Q: 14 clusters Score -6.474097e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 43380 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 138409 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 89878 members 
Mstep: Class 14 contains 27954 members 
Mstep: Class 15 contains 40182 members 
Mstep: Class 16 contains 68710 members 
Mstep: Class 17 contains 115986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741288.000000 Penalty: 28054.662109
Iteration 56Q: 14 clusters Score -6.474129e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 43454 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 138885 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 42727 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 13 contains 89874 members 
Mstep: Class 14 contains 28456 members 
Mstep: Class 15 contains 39402 members 
Mstep: Class 16 contains 68696 members 
Mstep: Class 17 contains 115743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741416.000000 Penalty: 28054.662109
Iteration 57Q: 14 clusters Score -6.474142e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 43516 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 139362 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 42851 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 13 contains 89866 members 
Mstep: Class 14 contains 28894 members 
Mstep: Class 15 contains 38669 members 
Mstep: Class 16 contains 68689 members 
Mstep: Class 17 contains 115530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741500.000000 Penalty: 28054.662109
Iteration 58Q: 14 clusters Score -6.47415e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 43574 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 139791 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 9 contains 42995 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 13 contains 89858 members 
Mstep: Class 14 contains 29276 members 
Mstep: Class 15 contains 37999 members 
Mstep: Class 16 contains 68689 members 
Mstep: Class 17 contains 115320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741476.000000 Penalty: 28054.662109
Iteration 59Q: 14 clusters Score -6.474148e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 43634 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 140094 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 43127 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 13 contains 89849 members 
Mstep: Class 14 contains 29605 members 
Mstep: Class 15 contains 37374 members 
Mstep: Class 16 contains 68704 members 
Mstep: Class 17 contains 115218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742356.000000 Penalty: 28054.662109
Iteration 60F: 14 clusters Score -6.474236e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 43673 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 140350 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 375 members 
Mstep: Class 9 contains 43258 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 13 contains 89843 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 15 contains 36783 members 
Mstep: Class 16 contains 68720 members 
Mstep: Class 17 contains 115166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742812.000000 Penalty: 28054.662109
Iteration 61Q: 14 clusters Score -6.474281e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 43721 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 140596 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 43397 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 13 contains 89836 members 
Mstep: Class 14 contains 30278 members 
Mstep: Class 15 contains 36172 members 
Mstep: Class 16 contains 68736 members 
Mstep: Class 17 contains 115136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743064.000000 Penalty: 28054.662109
Iteration 62Q: 14 clusters Score -6.474306e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 43766 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 140830 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 43531 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 13 contains 89831 members 
Mstep: Class 14 contains 30589 members 
Mstep: Class 15 contains 35577 members 
Mstep: Class 16 contains 68752 members 
Mstep: Class 17 contains 115124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743128.000000 Penalty: 28054.662109
Iteration 63Q: 14 clusters Score -6.474313e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 43801 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 141042 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 294 members 
Mstep: Class 9 contains 43659 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 13 contains 89826 members 
Mstep: Class 14 contains 30823 members 
Mstep: Class 15 contains 35010 members 
Mstep: Class 16 contains 68756 members 
Mstep: Class 17 contains 115190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743140.000000 Penalty: 28054.662109
Iteration 64Q: 14 clusters Score -6.474314e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 43834 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 141227 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 43793 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 13 contains 89821 members 
Mstep: Class 14 contains 31002 members 
Mstep: Class 15 contains 34481 members 
Mstep: Class 16 contains 68771 members 
Mstep: Class 17 contains 115270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743128.000000 Penalty: 28054.662109
Iteration 65Q: 14 clusters Score -6.474313e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 43869 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 141425 members 
Mstep: Class 7 contains 4100 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 43915 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 13 contains 89817 members 
Mstep: Class 14 contains 31185 members 
Mstep: Class 15 contains 33935 members 
Mstep: Class 16 contains 68791 members 
Mstep: Class 17 contains 115360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743364.000000 Penalty: 28054.662109
Iteration 66Q: 14 clusters Score -6.474336e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 43889 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 141613 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 44054 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 13 contains 89804 members 
Mstep: Class 14 contains 31331 members 
Mstep: Class 15 contains 33433 members 
Mstep: Class 16 contains 68799 members 
Mstep: Class 17 contains 115476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743436.000000 Penalty: 28054.662109
Iteration 67Q: 14 clusters Score -6.474344e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 43907 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 141828 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 265 members 
Mstep: Class 9 contains 44162 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 13 contains 89797 members 
Mstep: Class 14 contains 31486 members 
Mstep: Class 15 contains 32877 members 
Mstep: Class 16 contains 68805 members 
Mstep: Class 17 contains 115620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743592.000000 Penalty: 28054.662109
Iteration 68Q: 14 clusters Score -6.474359e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 43931 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 142050 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 44254 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 13 contains 89797 members 
Mstep: Class 14 contains 31612 members 
Mstep: Class 15 contains 32343 members 
Mstep: Class 16 contains 68804 members 
Mstep: Class 17 contains 115780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743588.000000 Penalty: 28054.662109
Iteration 69Q: 14 clusters Score -6.474359e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 43954 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 142259 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 89799 members 
Mstep: Class 14 contains 31717 members 
Mstep: Class 15 contains 31818 members 
Mstep: Class 16 contains 68799 members 
Mstep: Class 17 contains 115971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743860.000000 Penalty: 28054.662109
Iteration 70Q: 14 clusters Score -6.474386e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 43977 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 142418 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 44434 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 13 contains 89799 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 15 contains 31322 members 
Mstep: Class 16 contains 68795 members 
Mstep: Class 17 contains 116194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743872.000000 Penalty: 28054.662109
Iteration 71Q: 14 clusters Score -6.474387e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 44000 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 142565 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 44511 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 13 contains 89801 members 
Mstep: Class 14 contains 31919 members 
Mstep: Class 15 contains 30848 members 
Mstep: Class 16 contains 68791 members 
Mstep: Class 17 contains 116427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744000.000000 Penalty: 28054.662109
Iteration 72Q: 14 clusters Score -6.4744e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 44021 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 142710 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 44583 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 13 contains 89800 members 
Mstep: Class 14 contains 32019 members 
Mstep: Class 15 contains 30364 members 
Mstep: Class 16 contains 68777 members 
Mstep: Class 17 contains 116685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743936.000000 Penalty: 28054.662109
Iteration 73Q: 14 clusters Score -6.474394e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 44047 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 142811 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 13 contains 89802 members 
Mstep: Class 14 contains 32098 members 
Mstep: Class 15 contains 29916 members 
Mstep: Class 16 contains 68767 members 
Mstep: Class 17 contains 116973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744088.000000 Penalty: 28054.662109
Iteration 74Q: 14 clusters Score -6.474409e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 44068 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 142905 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 13 contains 89804 members 
Mstep: Class 14 contains 32166 members 
Mstep: Class 15 contains 29459 members 
Mstep: Class 16 contains 68755 members 
Mstep: Class 17 contains 117275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744076.000000 Penalty: 28054.662109
Iteration 75Q: 14 clusters Score -6.474408e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 44089 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 143013 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 44758 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 89803 members 
Mstep: Class 14 contains 32228 members 
Mstep: Class 15 contains 29024 members 
Mstep: Class 16 contains 68741 members 
Mstep: Class 17 contains 117557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744312.000000 Penalty: 28054.662109
Iteration 76Q: 14 clusters Score -6.474431e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 44112 members 
Mstep: Class 3 contains 1662 members 
Mstep: Class 4 contains 143166 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 44818 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 13 contains 89807 members 
Mstep: Class 14 contains 32295 members 
Mstep: Class 15 contains 28577 members 
Mstep: Class 16 contains 68723 members 
Mstep: Class 17 contains 117799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744380.000000 Penalty: 28054.662109
Iteration 77Q: 14 clusters Score -6.474438e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 44111 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 143320 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 44880 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 13 contains 89806 members 
Mstep: Class 14 contains 32346 members 
Mstep: Class 15 contains 28179 members 
Mstep: Class 16 contains 68704 members 
Mstep: Class 17 contains 118007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744496.000000 Penalty: 28054.662109
Iteration 78Q: 14 clusters Score -6.47445e+07 nChanged 982
Entering ConstructFrom: 
Score: -64744496.000000 Penalty: 28054.662109
Entering ConstructFrom: 
Trying to split cluster 1 (7230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Entering Unmasked Estep 
Score: -780196.062500 Penalty: 1443.973999
	Iteration 0F: 2 clusters Score -780196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -774796.375000 Penalty: 2887.947998
	Iteration 0F: 3 clusters Score -774796.4 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -776616.250000 Penalty: 2887.947998
	Iteration 1F: 3 clusters Score -776616.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -777154.875000 Penalty: 2887.947998
	Iteration 2F: 3 clusters Score -777154.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -777790.125000 Penalty: 2887.947998
	Iteration 3F: 3 clusters Score -777790.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -778474.062500 Penalty: 2887.947998
	Iteration 4F: 3 clusters Score -778474.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -779046.687500 Penalty: 2887.947998
	Iteration 5F: 3 clusters Score -779046.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -779359.750000 Penalty: 2887.947998
	Iteration 6F: 3 clusters Score -779359.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -779534.062500 Penalty: 2887.947998
	Iteration 7Q: 3 clusters Score -779534.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -779629.125000 Penalty: 2887.947998
	Iteration 8Q: 3 clusters Score -779629.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -779675.937500 Penalty: 2887.947998
	Iteration 9Q: 3 clusters Score -779675.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -779698.312500 Penalty: 2887.947998
	Iteration 10Q: 3 clusters Score -779698.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -779714.937500 Penalty: 2887.947998
	Iteration 11Q: 3 clusters Score -779714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -779722.187500 Penalty: 2887.947998
	Iteration 12Q: 3 clusters Score -779722.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -779731.750000 Penalty: 2887.947998
	Iteration 13Q: 3 clusters Score -779731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -779733.437500 Penalty: 2887.947998
	Iteration 14Q: 3 clusters Score -779733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -779737.500000 Penalty: 2887.947998
	Iteration 15Q: 3 clusters Score -779737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -779737.937500 Penalty: 2887.947998
	Iteration 16Q: 3 clusters Score -779737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -779741.187500 Penalty: 2887.947998
	Iteration 17Q: 3 clusters Score -779741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -779743.875000 Penalty: 2887.947998
	Iteration 18Q: 3 clusters Score -779743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -779745.687500 Penalty: 2887.947998
	Iteration 19Q: 3 clusters Score -779745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -779747.687500 Penalty: 2887.947998
	Iteration 20F: 3 clusters Score -779747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -779749.750000 Penalty: 2887.947998
	Iteration 21Q: 3 clusters Score -779749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -779749.750000 Penalty: 2887.947998
	Iteration 22F: 3 clusters Score -779749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Entering Unmasked Estep 
Score: -5026301.500000 Penalty: 1737.890991
	Iteration 0F: 2 clusters Score -5026302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4996719.000000 Penalty: 3475.781982
	Iteration 0F: 3 clusters Score -4996719 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5008417.000000 Penalty: 3475.781982
	Iteration 1F: 3 clusters Score -5008417 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5008916.000000 Penalty: 3475.781982
	Iteration 2Q: 3 clusters Score -5008916 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -5009557.000000 Penalty: 3475.781982
	Iteration 3Q: 3 clusters Score -5009557 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -5010478.000000 Penalty: 3475.781982
	Iteration 4Q: 3 clusters Score -5010478 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5011780.500000 Penalty: 3475.781982
	Iteration 5F: 3 clusters Score -5011780 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5013703.500000 Penalty: 3475.781982
	Iteration 6F: 3 clusters Score -5013704 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5016369.500000 Penalty: 3475.781982
	Iteration 7F: 3 clusters Score -5016370 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -5019658.500000 Penalty: 3475.781982
	Iteration 8F: 3 clusters Score -5019658 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5022089.500000 Penalty: 3475.781982
	Iteration 9F: 3 clusters Score -5022090 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5023143.500000 Penalty: 3475.781982
	Iteration 10Q: 3 clusters Score -5023144 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -5023507.000000 Penalty: 3475.781982
	Iteration 11Q: 3 clusters Score -5023507 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -5023720.000000 Penalty: 3475.781982
	Iteration 12Q: 3 clusters Score -5023720 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5023865.500000 Penalty: 3475.781982
	Iteration 13Q: 3 clusters Score -5023866 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5023961.000000 Penalty: 3475.781982
	Iteration 14Q: 3 clusters Score -5023961 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5024074.000000 Penalty: 3475.781982
	Iteration 15Q: 3 clusters Score -5024074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5024162.500000 Penalty: 3475.781982
	Iteration 16Q: 3 clusters Score -5024162 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5024253.000000 Penalty: 3475.781982
	Iteration 17Q: 3 clusters Score -5024253 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5024310.000000 Penalty: 3475.781982
	Iteration 18Q: 3 clusters Score -5024310 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5024368.500000 Penalty: 3475.781982
	Iteration 19Q: 3 clusters Score -5024368 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5024425.000000 Penalty: 3475.781982
	Iteration 20F: 3 clusters Score -5024425 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5024483.000000 Penalty: 3475.781982
	Iteration 21Q: 3 clusters Score -5024483 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5024550.000000 Penalty: 3475.781982
	Iteration 22Q: 3 clusters Score -5024550 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5024598.000000 Penalty: 3475.781982
	Iteration 23Q: 3 clusters Score -5024598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5024636.000000 Penalty: 3475.781982
	Iteration 24Q: 3 clusters Score -5024636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5024665.500000 Penalty: 3475.781982
	Iteration 25Q: 3 clusters Score -5024666 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5024710.000000 Penalty: 3475.781982
	Iteration 26Q: 3 clusters Score -5024710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5024734.500000 Penalty: 3475.781982
	Iteration 27Q: 3 clusters Score -5024734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5024758.500000 Penalty: 3475.781982
	Iteration 28Q: 3 clusters Score -5024758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5024771.500000 Penalty: 3475.781982
	Iteration 29Q: 3 clusters Score -5024772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5024784.000000 Penalty: 3475.781982
	Iteration 30Q: 3 clusters Score -5024784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5024801.500000 Penalty: 3475.781982
	Iteration 31Q: 3 clusters Score -5024802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5024823.500000 Penalty: 3475.781982
	Iteration 32Q: 3 clusters Score -5024824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5024828.500000 Penalty: 3475.781982
	Iteration 33Q: 3 clusters Score -5024828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5024833.500000 Penalty: 3475.781982
	Iteration 34Q: 3 clusters Score -5024834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5024847.500000 Penalty: 3475.781982
	Iteration 35Q: 3 clusters Score -5024848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5024869.500000 Penalty: 3475.781982
	Iteration 36Q: 3 clusters Score -5024870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5024878.500000 Penalty: 3475.781982
	Iteration 37Q: 3 clusters Score -5024878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5024890.000000 Penalty: 3475.781982
	Iteration 38Q: 3 clusters Score -5024890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5024901.500000 Penalty: 3475.781982
	Iteration 39Q: 3 clusters Score -5024902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5024926.000000 Penalty: 3475.781982
	Iteration 40F: 3 clusters Score -5024926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5024945.000000 Penalty: 3475.781982
	Iteration 41Q: 3 clusters Score -5024945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5024940.000000 Penalty: 3475.781982
	Iteration 42Q: 3 clusters Score -5024940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5024947.500000 Penalty: 3475.781982
	Iteration 43Q: 3 clusters Score -5024948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5024963.000000 Penalty: 3475.781982
	Iteration 44Q: 3 clusters Score -5024963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5024951.000000 Penalty: 3475.781982
	Iteration 45Q: 3 clusters Score -5024951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5024952.000000 Penalty: 3475.781982
	Iteration 46Q: 3 clusters Score -5024952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5024958.000000 Penalty: 3475.781982
	Iteration 47Q: 3 clusters Score -5024958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5024951.500000 Penalty: 3475.781982
	Iteration 48Q: 3 clusters Score -5024952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5024955.500000 Penalty: 3475.781982
	Iteration 49Q: 3 clusters Score -5024956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5024963.000000 Penalty: 3475.781982
	Iteration 50Q: 3 clusters Score -5024963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5024972.500000 Penalty: 3475.781982
	Iteration 51Q: 3 clusters Score -5024972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5024980.500000 Penalty: 3475.781982
	Iteration 52Q: 3 clusters Score -5024980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5024974.000000 Penalty: 3475.781982
	Iteration 53Q: 3 clusters Score -5024974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5024972.000000 Penalty: 3475.781982
	Iteration 54Q: 3 clusters Score -5024972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5024974.000000 Penalty: 3475.781982
	Iteration 55Q: 3 clusters Score -5024974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5024965.500000 Penalty: 3475.781982
	Iteration 56Q: 3 clusters Score -5024966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5024961.500000 Penalty: 3475.781982
	Iteration 57Q: 3 clusters Score -5024962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5024968.500000 Penalty: 3475.781982
	Iteration 58Q: 3 clusters Score -5024968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5024975.500000 Penalty: 3475.781982
	Iteration 59Q: 3 clusters Score -5024976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5024974.000000 Penalty: 3475.781982
	Iteration 60F: 3 clusters Score -5024974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5024979.500000 Penalty: 3475.781982
	Iteration 61Q: 3 clusters Score -5024980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5024978.500000 Penalty: 3475.781982
	Iteration 62Q: 3 clusters Score -5024978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5024989.000000 Penalty: 3475.781982
	Iteration 63Q: 3 clusters Score -5024989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5024990.000000 Penalty: 3475.781982
	Iteration 64Q: 3 clusters Score -5024990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5024994.000000 Penalty: 3475.781982
	Iteration 65Q: 3 clusters Score -5024994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5024996.500000 Penalty: 3475.781982
	Iteration 66Q: 3 clusters Score -5024996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5024999.500000 Penalty: 3475.781982
	Iteration 67Q: 3 clusters Score -5025000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5025000.500000 Penalty: 3475.781982
	Iteration 68Q: 3 clusters Score -5025000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5025002.500000 Penalty: 3475.781982
	Iteration 69Q: 3 clusters Score -5025002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5025003.500000 Penalty: 3475.781982
	Iteration 70Q: 3 clusters Score -5025004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5025003.000000 Penalty: 3475.781982
	Iteration 71Q: 3 clusters Score -5025003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5025005.500000 Penalty: 3475.781982
	Iteration 72Q: 3 clusters Score -5025006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5025009.500000 Penalty: 3475.781982
	Iteration 73Q: 3 clusters Score -5025010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5025002.000000 Penalty: 3475.781982
	Iteration 74Q: 3 clusters Score -5025002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5025011.500000 Penalty: 3475.781982
	Iteration 75Q: 3 clusters Score -5025012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5025009.000000 Penalty: 3475.781982
	Iteration 76Q: 3 clusters Score -5025009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5025010.500000 Penalty: 3475.781982
	Iteration 77Q: 3 clusters Score -5025010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5025011.000000 Penalty: 3475.781982
	Iteration 78Q: 3 clusters Score -5025011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5025009.000000 Penalty: 3475.781982
	Iteration 79Q: 3 clusters Score -5025009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5025009.500000 Penalty: 3475.781982
	Iteration 80F: 3 clusters Score -5025010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5025008.500000 Penalty: 3475.781982
	Iteration 81Q: 3 clusters Score -5025008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5025008.500000 Penalty: 3475.781982
	Iteration 82F: 3 clusters Score -5025008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -187649.859375 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -187649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185731.984375 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -185732 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186100.109375 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -186100.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186196.671875 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -186196.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186242.859375 Penalty: 2409.931885
	Iteration 3Q: 3 clusters Score -186242.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186269.265625 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -186269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186296.062500 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -186296.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186312.625000 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -186312.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -186324.203125 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -186324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186334.093750 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -186334.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186343.281250 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -186343.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186350.937500 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -186350.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186358.296875 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -186358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186365.531250 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -186365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186370.281250 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -186370.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186378.046875 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -186378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186385.484375 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -186385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186389.343750 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -186389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186392.328125 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -186392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186393.781250 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -186393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186394.546875 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -186394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186395.078125 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -186395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186395.203125 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -186395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186395.203125 Penalty: 2409.931885
	Iteration 22F: 3 clusters Score -186395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (143450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143450 members 
Entering Unmasked Estep 
Score: -16185849.000000 Penalty: 1929.483032
	Iteration 0F: 2 clusters Score -1.618585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -16092441.000000 Penalty: 3858.966064
	Iteration 0F: 3 clusters Score -1.609244e+07 nChanged 69391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -16133118.000000 Penalty: 3858.966064
	Iteration 1F: 3 clusters Score -1.613312e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -16134286.000000 Penalty: 3858.966064
	Iteration 2Q: 3 clusters Score -1.613429e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -16135523.000000 Penalty: 3858.966064
	Iteration 3Q: 3 clusters Score -1.613552e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -16137308.000000 Penalty: 3858.966064
	Iteration 4Q: 3 clusters Score -1.613731e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -16139468.000000 Penalty: 3858.966064
	Iteration 5Q: 3 clusters Score -1.613947e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -16142268.000000 Penalty: 3858.966064
	Iteration 6Q: 3 clusters Score -1.614227e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -16145406.000000 Penalty: 3858.966064
	Iteration 7Q: 3 clusters Score -1.614541e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -16149565.000000 Penalty: 3858.966064
	Iteration 8F: 3 clusters Score -1.614956e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -16155006.000000 Penalty: 3858.966064
	Iteration 9F: 3 clusters Score -1.615501e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -16161635.000000 Penalty: 3858.966064
	Iteration 10F: 3 clusters Score -1.616164e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -16167098.000000 Penalty: 3858.966064
	Iteration 11F: 3 clusters Score -1.61671e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -16170214.000000 Penalty: 3858.966064
	Iteration 12Q: 3 clusters Score -1.617021e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -16171478.000000 Penalty: 3858.966064
	Iteration 13Q: 3 clusters Score -1.617148e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -16172273.000000 Penalty: 3858.966064
	Iteration 14Q: 3 clusters Score -1.617227e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -16172747.000000 Penalty: 3858.966064
	Iteration 15Q: 3 clusters Score -1.617275e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -16173319.000000 Penalty: 3858.966064
	Iteration 16Q: 3 clusters Score -1.617332e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -16173740.000000 Penalty: 3858.966064
	Iteration 17Q: 3 clusters Score -1.617374e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -16174116.000000 Penalty: 3858.966064
	Iteration 18Q: 3 clusters Score -1.617412e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -16174516.000000 Penalty: 3858.966064
	Iteration 19Q: 3 clusters Score -1.617452e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -16174890.000000 Penalty: 3858.966064
	Iteration 20F: 3 clusters Score -1.617489e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -16175199.000000 Penalty: 3858.966064
	Iteration 21Q: 3 clusters Score -1.61752e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -16175542.000000 Penalty: 3858.966064
	Iteration 22Q: 3 clusters Score -1.617554e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -16175888.000000 Penalty: 3858.966064
	Iteration 23Q: 3 clusters Score -1.617589e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -16176183.000000 Penalty: 3858.966064
	Iteration 24Q: 3 clusters Score -1.617618e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -16176499.000000 Penalty: 3858.966064
	Iteration 25Q: 3 clusters Score -1.61765e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -16176913.000000 Penalty: 3858.966064
	Iteration 26Q: 3 clusters Score -1.617691e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -16177213.000000 Penalty: 3858.966064
	Iteration 27Q: 3 clusters Score -1.617721e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -16177565.000000 Penalty: 3858.966064
	Iteration 28Q: 3 clusters Score -1.617756e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -16177906.000000 Penalty: 3858.966064
	Iteration 29Q: 3 clusters Score -1.617791e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -16178274.000000 Penalty: 3858.966064
	Iteration 30Q: 3 clusters Score -1.617827e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -16178592.000000 Penalty: 3858.966064
	Iteration 31Q: 3 clusters Score -1.617859e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97201 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -16178956.000000 Penalty: 3858.966064
	Iteration 32Q: 3 clusters Score -1.617896e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -16179145.000000 Penalty: 3858.966064
	Iteration 33Q: 3 clusters Score -1.617914e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -16179483.000000 Penalty: 3858.966064
	Iteration 34Q: 3 clusters Score -1.617948e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -16179741.000000 Penalty: 3858.966064
	Iteration 35Q: 3 clusters Score -1.617974e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -16179958.000000 Penalty: 3858.966064
	Iteration 36Q: 3 clusters Score -1.617996e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -16180146.000000 Penalty: 3858.966064
	Iteration 37Q: 3 clusters Score -1.618015e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -16180270.000000 Penalty: 3858.966064
	Iteration 38Q: 3 clusters Score -1.618027e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -16180404.000000 Penalty: 3858.966064
	Iteration 39Q: 3 clusters Score -1.61804e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -16180565.000000 Penalty: 3858.966064
	Iteration 40F: 3 clusters Score -1.618056e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -16180725.000000 Penalty: 3858.966064
	Iteration 41Q: 3 clusters Score -1.618072e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -16180862.000000 Penalty: 3858.966064
	Iteration 42Q: 3 clusters Score -1.618086e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109847 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -16181026.000000 Penalty: 3858.966064
	Iteration 43Q: 3 clusters Score -1.618103e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -16181167.000000 Penalty: 3858.966064
	Iteration 44Q: 3 clusters Score -1.618117e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -16181297.000000 Penalty: 3858.966064
	Iteration 45Q: 3 clusters Score -1.61813e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -16181411.000000 Penalty: 3858.966064
	Iteration 46Q: 3 clusters Score -1.618141e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113394 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -16181490.000000 Penalty: 3858.966064
	Iteration 47Q: 3 clusters Score -1.618149e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -16181592.000000 Penalty: 3858.966064
	Iteration 48Q: 3 clusters Score -1.618159e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -16181663.000000 Penalty: 3858.966064
	Iteration 49Q: 3 clusters Score -1.618166e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -16181785.000000 Penalty: 3858.966064
	Iteration 50Q: 3 clusters Score -1.618178e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -16181892.000000 Penalty: 3858.966064
	Iteration 51Q: 3 clusters Score -1.618189e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -16182036.000000 Penalty: 3858.966064
	Iteration 52Q: 3 clusters Score -1.618204e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117547 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -16182141.000000 Penalty: 3858.966064
	Iteration 53Q: 3 clusters Score -1.618214e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118254 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -16182268.000000 Penalty: 3858.966064
	Iteration 54Q: 3 clusters Score -1.618227e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -16182372.000000 Penalty: 3858.966064
	Iteration 55Q: 3 clusters Score -1.618237e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119650 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -16182443.000000 Penalty: 3858.966064
	Iteration 56Q: 3 clusters Score -1.618244e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -16182513.000000 Penalty: 3858.966064
	Iteration 57Q: 3 clusters Score -1.618251e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -16182652.000000 Penalty: 3858.966064
	Iteration 58Q: 3 clusters Score -1.618265e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121675 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -16182790.000000 Penalty: 3858.966064
	Iteration 59Q: 3 clusters Score -1.618279e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -16182872.000000 Penalty: 3858.966064
	Iteration 60F: 3 clusters Score -1.618287e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -16182967.000000 Penalty: 3858.966064
	Iteration 61Q: 3 clusters Score -1.618297e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -16183041.000000 Penalty: 3858.966064
	Iteration 62Q: 3 clusters Score -1.618304e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -16183108.000000 Penalty: 3858.966064
	Iteration 63Q: 3 clusters Score -1.618311e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -16183199.000000 Penalty: 3858.966064
	Iteration 64Q: 3 clusters Score -1.61832e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -16183267.000000 Penalty: 3858.966064
	Iteration 65Q: 3 clusters Score -1.618327e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -16183301.000000 Penalty: 3858.966064
	Iteration 66Q: 3 clusters Score -1.61833e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -16183371.000000 Penalty: 3858.966064
	Iteration 67Q: 3 clusters Score -1.618337e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127054 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -16183460.000000 Penalty: 3858.966064
	Iteration 68Q: 3 clusters Score -1.618346e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127614 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -16183447.000000 Penalty: 3858.966064
	Iteration 69Q: 3 clusters Score -1.618345e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -16183537.000000 Penalty: 3858.966064
	Iteration 70Q: 3 clusters Score -1.618354e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -16183551.000000 Penalty: 3858.966064
	Iteration 71Q: 3 clusters Score -1.618355e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -16183586.000000 Penalty: 3858.966064
	Iteration 72Q: 3 clusters Score -1.618359e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -16183668.000000 Penalty: 3858.966064
	Iteration 73Q: 3 clusters Score -1.618367e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -16183727.000000 Penalty: 3858.966064
	Iteration 74Q: 3 clusters Score -1.618373e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -16183781.000000 Penalty: 3858.966064
	Iteration 75Q: 3 clusters Score -1.618378e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -16183896.000000 Penalty: 3858.966064
	Iteration 76Q: 3 clusters Score -1.61839e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -16183946.000000 Penalty: 3858.966064
	Iteration 77Q: 3 clusters Score -1.618395e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132714 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -16184051.000000 Penalty: 3858.966064
	Iteration 78Q: 3 clusters Score -1.618405e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133267 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -16184095.000000 Penalty: 3858.966064
	Iteration 79Q: 3 clusters Score -1.61841e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -16184193.000000 Penalty: 3858.966064
	Iteration 80F: 3 clusters Score -1.618419e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -16184208.000000 Penalty: 3858.966064
	Iteration 81Q: 3 clusters Score -1.618421e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -16184233.000000 Penalty: 3858.966064
	Iteration 82Q: 3 clusters Score -1.618423e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -16184261.000000 Penalty: 3858.966064
	Iteration 83Q: 3 clusters Score -1.618426e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -16184273.000000 Penalty: 3858.966064
	Iteration 84Q: 3 clusters Score -1.618427e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -16184346.000000 Penalty: 3858.966064
	Iteration 85Q: 3 clusters Score -1.618435e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -16184317.000000 Penalty: 3858.966064
	Iteration 86Q: 3 clusters Score -1.618432e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136609 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -16184353.000000 Penalty: 3858.966064
	Iteration 87Q: 3 clusters Score -1.618435e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136882 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -16184376.000000 Penalty: 3858.966064
	Iteration 88Q: 3 clusters Score -1.618438e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137145 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -16184439.000000 Penalty: 3858.966064
	Iteration 89Q: 3 clusters Score -1.618444e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -16184462.000000 Penalty: 3858.966064
	Iteration 90Q: 3 clusters Score -1.618446e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -16184493.000000 Penalty: 3858.966064
	Iteration 91Q: 3 clusters Score -1.618449e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -16184512.000000 Penalty: 3858.966064
	Iteration 92Q: 3 clusters Score -1.618451e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -16184496.000000 Penalty: 3858.966064
	Iteration 93Q: 3 clusters Score -1.61845e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138117 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -16184502.000000 Penalty: 3858.966064
	Iteration 94Q: 3 clusters Score -1.61845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -16184501.000000 Penalty: 3858.966064
	Iteration 95Q: 3 clusters Score -1.61845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -16184516.000000 Penalty: 3858.966064
	Iteration 96Q: 3 clusters Score -1.618452e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -16184562.000000 Penalty: 3858.966064
	Iteration 97Q: 3 clusters Score -1.618456e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138639 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -16184556.000000 Penalty: 3858.966064
	Iteration 98Q: 3 clusters Score -1.618456e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138766 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -16184576.000000 Penalty: 3858.966064
	Iteration 99Q: 3 clusters Score -1.618458e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -16184605.000000 Penalty: 3858.966064
	Iteration 100F: 3 clusters Score -1.61846e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -16184639.000000 Penalty: 3858.966064
	Iteration 101Q: 3 clusters Score -1.618464e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -16184636.000000 Penalty: 3858.966064
	Iteration 102Q: 3 clusters Score -1.618464e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139187 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -16184617.000000 Penalty: 3858.966064
	Iteration 103Q: 3 clusters Score -1.618462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139263 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -16184613.000000 Penalty: 3858.966064
	Iteration 104Q: 3 clusters Score -1.618461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139334 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -16184656.000000 Penalty: 3858.966064
	Iteration 105Q: 3 clusters Score -1.618466e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139395 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -16184626.000000 Penalty: 3858.966064
	Iteration 106Q: 3 clusters Score -1.618463e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139451 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -16184633.000000 Penalty: 3858.966064
	Iteration 107Q: 3 clusters Score -1.618463e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -16184648.000000 Penalty: 3858.966064
	Iteration 108Q: 3 clusters Score -1.618465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -16184656.000000 Penalty: 3858.966064
	Iteration 109Q: 3 clusters Score -1.618466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -16184681.000000 Penalty: 3858.966064
	Iteration 110Q: 3 clusters Score -1.618468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139638 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -16184714.000000 Penalty: 3858.966064
	Iteration 111Q: 3 clusters Score -1.618471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139679 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -16184700.000000 Penalty: 3858.966064
	Iteration 112Q: 3 clusters Score -1.61847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -16184716.000000 Penalty: 3858.966064
	Iteration 113Q: 3 clusters Score -1.618472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -16184723.000000 Penalty: 3858.966064
	Iteration 114Q: 3 clusters Score -1.618472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -16184709.000000 Penalty: 3858.966064
	Iteration 115Q: 3 clusters Score -1.618471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -16184725.000000 Penalty: 3858.966064
	Iteration 116Q: 3 clusters Score -1.618472e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139809 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16184718.000000 Penalty: 3858.966064
	Iteration 117Q: 3 clusters Score -1.618472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -16184719.000000 Penalty: 3858.966064
	Iteration 118Q: 3 clusters Score -1.618472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139840 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -16184723.000000 Penalty: 3858.966064
	Iteration 119Q: 3 clusters Score -1.618472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139856 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -16184722.000000 Penalty: 3858.966064
	Iteration 120F: 3 clusters Score -1.618472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -16184717.000000 Penalty: 3858.966064
	Iteration 121Q: 3 clusters Score -1.618472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139875 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -16184728.000000 Penalty: 3858.966064
	Iteration 122Q: 3 clusters Score -1.618473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -16184733.000000 Penalty: 3858.966064
	Iteration 123Q: 3 clusters Score -1.618473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139902 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -16184730.000000 Penalty: 3858.966064
	Iteration 124Q: 3 clusters Score -1.618473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139914 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -16184720.000000 Penalty: 3858.966064
	Iteration 125Q: 3 clusters Score -1.618472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -16184740.000000 Penalty: 3858.966064
	Iteration 126Q: 3 clusters Score -1.618474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139932 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -16184743.000000 Penalty: 3858.966064
	Iteration 127Q: 3 clusters Score -1.618474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16184749.000000 Penalty: 3858.966064
	Iteration 128Q: 3 clusters Score -1.618475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -16184756.000000 Penalty: 3858.966064
	Iteration 129Q: 3 clusters Score -1.618476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -16184748.000000 Penalty: 3858.966064
	Iteration 130Q: 3 clusters Score -1.618475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -16184763.000000 Penalty: 3858.966064
	Iteration 131Q: 3 clusters Score -1.618476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139964 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -16184750.000000 Penalty: 3858.966064
	Iteration 132Q: 3 clusters Score -1.618475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -16184752.000000 Penalty: 3858.966064
	Iteration 133Q: 3 clusters Score -1.618475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -16184760.000000 Penalty: 3858.966064
	Iteration 134Q: 3 clusters Score -1.618476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -16184763.000000 Penalty: 3858.966064
	Iteration 135Q: 3 clusters Score -1.618476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -16184767.000000 Penalty: 3858.966064
	Iteration 136Q: 3 clusters Score -1.618477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -16184766.000000 Penalty: 3858.966064
	Iteration 137Q: 3 clusters Score -1.618477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -16184766.000000 Penalty: 3858.966064
	Iteration 138F: 3 clusters Score -1.618477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -443940.750000 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -443940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -440527.593750 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -440527.6 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -441439.093750 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -441439.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -441631.625000 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -441631.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -441777.718750 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -441777.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -441970.875000 Penalty: 2703.432617
	Iteration 4Q: 3 clusters Score -441970.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -442246.187500 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -442246.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -442527.031250 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -442527 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -442713.562500 Penalty: 2703.432617
	Iteration 7F: 3 clusters Score -442713.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -442893.906250 Penalty: 2703.432617
	Iteration 8F: 3 clusters Score -442893.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -443091.250000 Penalty: 2703.432617
	Iteration 9F: 3 clusters Score -443091.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -443281.406250 Penalty: 2703.432617
	Iteration 10F: 3 clusters Score -443281.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -443468.343750 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -443468.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -443599.468750 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -443599.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -443704.000000 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -443704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -443783.437500 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -443783.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -443873.218750 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -443873.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -443960.781250 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -443960.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -444036.281250 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -444036.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -444083.750000 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -444083.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -444105.187500 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -444105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -444114.937500 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -444114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -444120.906250 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -444120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -444128.125000 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -444128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -444135.937500 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -444135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -444142.843750 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -444142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -444149.343750 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -444149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -444150.843750 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -444150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -444151.250000 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -444151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -444151.750000 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -444151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -444151.750000 Penalty: 2703.432617
	Iteration 29F: 3 clusters Score -444151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 44122 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 143450 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 44921 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 89802 members 
Mstep: Class 14 contains 32395 members 
Mstep: Class 15 contains 27788 members 
Mstep: Class 16 contains 68677 members 
Mstep: Class 17 contains 118242 members 
Entering Unmasked Estep 
Score: -64744016.000000 Penalty: 30212.712891
Splitting cluster 7 changes total score from -64744496.000000 to -64744016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -20451.355469 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -20451.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19689.990234 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -19689.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19790.796875 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -19790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19839.513672 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -19839.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19875.630859 Penalty: 1765.959717
	Iteration 3F: 3 clusters Score -19875.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19939.363281 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -19939.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19965.712891 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -19965.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19975.443359 Penalty: 1765.959717
	Iteration 6Q: 3 clusters Score -19975.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19982.781250 Penalty: 1765.959717
	Iteration 7Q: 3 clusters Score -19982.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19983.478516 Penalty: 1765.959717
	Iteration 8Q: 3 clusters Score -19983.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19983.478516 Penalty: 1765.959717
	Iteration 9F: 3 clusters Score -19983.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Entering Unmasked Estep 
Score: -5123639.000000 Penalty: 1740.807373
	Iteration 0F: 2 clusters Score -5123639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5093677.500000 Penalty: 3481.614746
	Iteration 0F: 3 clusters Score -5093678 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5105269.000000 Penalty: 3481.614746
	Iteration 1F: 3 clusters Score -5105269 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5105689.500000 Penalty: 3481.614746
	Iteration 2Q: 3 clusters Score -5105690 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5106169.000000 Penalty: 3481.614746
	Iteration 3Q: 3 clusters Score -5106169 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5106716.500000 Penalty: 3481.614746
	Iteration 4Q: 3 clusters Score -5106716 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5107391.000000 Penalty: 3481.614746
	Iteration 5Q: 3 clusters Score -5107391 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5108495.000000 Penalty: 3481.614746
	Iteration 6Q: 3 clusters Score -5108495 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5109927.000000 Penalty: 3481.614746
	Iteration 7Q: 3 clusters Score -5109927 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5111862.500000 Penalty: 3481.614746
	Iteration 8F: 3 clusters Score -5111862 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5114048.500000 Penalty: 3481.614746
	Iteration 9F: 3 clusters Score -5114048 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -5115917.500000 Penalty: 3481.614746
	Iteration 10F: 3 clusters Score -5115918 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5117260.000000 Penalty: 3481.614746
	Iteration 11Q: 3 clusters Score -5117260 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -5118149.000000 Penalty: 3481.614746
	Iteration 12Q: 3 clusters Score -5118149 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -5118628.500000 Penalty: 3481.614746
	Iteration 13Q: 3 clusters Score -5118628 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5118967.500000 Penalty: 3481.614746
	Iteration 14Q: 3 clusters Score -5118968 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -5119241.500000 Penalty: 3481.614746
	Iteration 15Q: 3 clusters Score -5119242 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -5119460.500000 Penalty: 3481.614746
	Iteration 16Q: 3 clusters Score -5119460 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5119665.000000 Penalty: 3481.614746
	Iteration 17Q: 3 clusters Score -5119665 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5119854.500000 Penalty: 3481.614746
	Iteration 18Q: 3 clusters Score -5119854 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5120044.000000 Penalty: 3481.614746
	Iteration 19Q: 3 clusters Score -5120044 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5120230.000000 Penalty: 3481.614746
	Iteration 20F: 3 clusters Score -5120230 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -5120402.000000 Penalty: 3481.614746
	Iteration 21Q: 3 clusters Score -5120402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5120572.500000 Penalty: 3481.614746
	Iteration 22Q: 3 clusters Score -5120572 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5120701.000000 Penalty: 3481.614746
	Iteration 23Q: 3 clusters Score -5120701 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5120861.500000 Penalty: 3481.614746
	Iteration 24Q: 3 clusters Score -5120862 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5121028.000000 Penalty: 3481.614746
	Iteration 25Q: 3 clusters Score -5121028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5121181.000000 Penalty: 3481.614746
	Iteration 26Q: 3 clusters Score -5121181 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5121285.000000 Penalty: 3481.614746
	Iteration 27Q: 3 clusters Score -5121285 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5121406.500000 Penalty: 3481.614746
	Iteration 28Q: 3 clusters Score -5121406 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5121498.500000 Penalty: 3481.614746
	Iteration 29Q: 3 clusters Score -5121498 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5121608.000000 Penalty: 3481.614746
	Iteration 30Q: 3 clusters Score -5121608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5121673.500000 Penalty: 3481.614746
	Iteration 31Q: 3 clusters Score -5121674 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5121726.500000 Penalty: 3481.614746
	Iteration 32Q: 3 clusters Score -5121726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5121775.000000 Penalty: 3481.614746
	Iteration 33Q: 3 clusters Score -5121775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5121824.000000 Penalty: 3481.614746
	Iteration 34Q: 3 clusters Score -5121824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5121881.500000 Penalty: 3481.614746
	Iteration 35Q: 3 clusters Score -5121882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5121920.500000 Penalty: 3481.614746
	Iteration 36Q: 3 clusters Score -5121920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5121945.000000 Penalty: 3481.614746
	Iteration 37Q: 3 clusters Score -5121945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5121985.500000 Penalty: 3481.614746
	Iteration 38Q: 3 clusters Score -5121986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5122008.000000 Penalty: 3481.614746
	Iteration 39Q: 3 clusters Score -5122008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5122032.000000 Penalty: 3481.614746
	Iteration 40F: 3 clusters Score -5122032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5122049.500000 Penalty: 3481.614746
	Iteration 41Q: 3 clusters Score -5122050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5122057.500000 Penalty: 3481.614746
	Iteration 42Q: 3 clusters Score -5122058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5122070.500000 Penalty: 3481.614746
	Iteration 43Q: 3 clusters Score -5122070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5122084.000000 Penalty: 3481.614746
	Iteration 44Q: 3 clusters Score -5122084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5122097.000000 Penalty: 3481.614746
	Iteration 45Q: 3 clusters Score -5122097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5122096.500000 Penalty: 3481.614746
	Iteration 46Q: 3 clusters Score -5122096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5122109.000000 Penalty: 3481.614746
	Iteration 47Q: 3 clusters Score -5122109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5122114.500000 Penalty: 3481.614746
	Iteration 48Q: 3 clusters Score -5122114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5122121.000000 Penalty: 3481.614746
	Iteration 49Q: 3 clusters Score -5122121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5122128.500000 Penalty: 3481.614746
	Iteration 50Q: 3 clusters Score -5122128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5122136.500000 Penalty: 3481.614746
	Iteration 51Q: 3 clusters Score -5122136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5122141.000000 Penalty: 3481.614746
	Iteration 52Q: 3 clusters Score -5122141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5122148.000000 Penalty: 3481.614746
	Iteration 53Q: 3 clusters Score -5122148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5122156.000000 Penalty: 3481.614746
	Iteration 54Q: 3 clusters Score -5122156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5122159.500000 Penalty: 3481.614746
	Iteration 55Q: 3 clusters Score -5122160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5122162.000000 Penalty: 3481.614746
	Iteration 56Q: 3 clusters Score -5122162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5122169.500000 Penalty: 3481.614746
	Iteration 57Q: 3 clusters Score -5122170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5122183.500000 Penalty: 3481.614746
	Iteration 58Q: 3 clusters Score -5122184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5122190.000000 Penalty: 3481.614746
	Iteration 59Q: 3 clusters Score -5122190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5122190.000000 Penalty: 3481.614746
	Iteration 60F: 3 clusters Score -5122190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5122193.500000 Penalty: 3481.614746
	Iteration 61Q: 3 clusters Score -5122194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5122194.000000 Penalty: 3481.614746
	Iteration 62Q: 3 clusters Score -5122194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5122199.500000 Penalty: 3481.614746
	Iteration 63Q: 3 clusters Score -5122200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5122200.000000 Penalty: 3481.614746
	Iteration 64Q: 3 clusters Score -5122200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5122203.000000 Penalty: 3481.614746
	Iteration 65Q: 3 clusters Score -5122203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5122201.000000 Penalty: 3481.614746
	Iteration 66Q: 3 clusters Score -5122201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5122199.000000 Penalty: 3481.614746
	Iteration 67Q: 3 clusters Score -5122199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5122199.000000 Penalty: 3481.614746
	Iteration 68F: 3 clusters Score -5122199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -303775.718750 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -303775.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301125.875000 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -301125.9 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -301895.062500 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -301895.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -302162.000000 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -302162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302346.500000 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -302346.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -302445.406250 Penalty: 2592.058350
	Iteration 4Q: 3 clusters Score -302445.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -302526.593750 Penalty: 2592.058350
	Iteration 5Q: 3 clusters Score -302526.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -302577.531250 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -302577.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -302629.000000 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -302629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -302681.687500 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -302681.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -302716.125000 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -302716.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -302735.125000 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -302735.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -302749.812500 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -302749.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -302763.656250 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -302763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -302771.843750 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -302771.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -302780.531250 Penalty: 2592.058350
	Iteration 14Q: 3 clusters Score -302780.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -302788.125000 Penalty: 2592.058350
	Iteration 15Q: 3 clusters Score -302788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -302793.000000 Penalty: 2592.058350
	Iteration 16Q: 3 clusters Score -302793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -302796.125000 Penalty: 2592.058350
	Iteration 17Q: 3 clusters Score -302796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -302797.656250 Penalty: 2592.058350
	Iteration 18Q: 3 clusters Score -302797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -302799.187500 Penalty: 2592.058350
	Iteration 19Q: 3 clusters Score -302799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -302802.218750 Penalty: 2592.058350
	Iteration 20F: 3 clusters Score -302802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -302804.375000 Penalty: 2592.058350
	Iteration 21Q: 3 clusters Score -302804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302804.843750 Penalty: 2592.058350
	Iteration 22Q: 3 clusters Score -302804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302805.406250 Penalty: 2592.058350
	Iteration 23Q: 3 clusters Score -302805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -302806.968750 Penalty: 2592.058350
	Iteration 24Q: 3 clusters Score -302807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302807.750000 Penalty: 2592.058350
	Iteration 25Q: 3 clusters Score -302807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302809.062500 Penalty: 2592.058350
	Iteration 26Q: 3 clusters Score -302809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -302809.562500 Penalty: 2592.058350
	Iteration 27Q: 3 clusters Score -302809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -302809.718750 Penalty: 2592.058350
	Iteration 28Q: 3 clusters Score -302809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -302809.718750 Penalty: 2592.058350
	Iteration 29F: 3 clusters Score -302809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Entering Unmasked Estep 
Score: -10025718.000000 Penalty: 1853.371338
	Iteration 0F: 2 clusters Score -1.002572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -9965714.000000 Penalty: 3706.742676
	Iteration 0F: 3 clusters Score -9965714 nChanged 42700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9989924.000000 Penalty: 3706.742676
	Iteration 1F: 3 clusters Score -9989924 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -9990357.000000 Penalty: 3706.742676
	Iteration 2Q: 3 clusters Score -9990357 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -9990859.000000 Penalty: 3706.742676
	Iteration 3Q: 3 clusters Score -9990859 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9991586.000000 Penalty: 3706.742676
	Iteration 4Q: 3 clusters Score -9991586 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9992868.000000 Penalty: 3706.742676
	Iteration 5Q: 3 clusters Score -9992868 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -9994910.000000 Penalty: 3706.742676
	Iteration 6Q: 3 clusters Score -9994910 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -9998539.000000 Penalty: 3706.742676
	Iteration 7F: 3 clusters Score -9998539 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10003912.000000 Penalty: 3706.742676
	Iteration 8F: 3 clusters Score -1.000391e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -10010515.000000 Penalty: 3706.742676
	Iteration 9F: 3 clusters Score -1.001052e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -10016288.000000 Penalty: 3706.742676
	Iteration 10F: 3 clusters Score -1.001629e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -10020443.000000 Penalty: 3706.742676
	Iteration 11Q: 3 clusters Score -1.002044e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -10022550.000000 Penalty: 3706.742676
	Iteration 12Q: 3 clusters Score -1.002255e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -10023449.000000 Penalty: 3706.742676
	Iteration 13Q: 3 clusters Score -1.002345e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -10023943.000000 Penalty: 3706.742676
	Iteration 14Q: 3 clusters Score -1.002394e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -10024301.000000 Penalty: 3706.742676
	Iteration 15Q: 3 clusters Score -1.00243e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -10024582.000000 Penalty: 3706.742676
	Iteration 16Q: 3 clusters Score -1.002458e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -10024787.000000 Penalty: 3706.742676
	Iteration 17Q: 3 clusters Score -1.002479e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10024909.000000 Penalty: 3706.742676
	Iteration 18Q: 3 clusters Score -1.002491e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -10025021.000000 Penalty: 3706.742676
	Iteration 19Q: 3 clusters Score -1.002502e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -10025096.000000 Penalty: 3706.742676
	Iteration 20F: 3 clusters Score -1.00251e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -10025140.000000 Penalty: 3706.742676
	Iteration 21Q: 3 clusters Score -1.002514e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -10025153.000000 Penalty: 3706.742676
	Iteration 22Q: 3 clusters Score -1.002515e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -10025168.000000 Penalty: 3706.742676
	Iteration 23Q: 3 clusters Score -1.002517e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -10025193.000000 Penalty: 3706.742676
	Iteration 24Q: 3 clusters Score -1.002519e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -10025220.000000 Penalty: 3706.742676
	Iteration 25Q: 3 clusters Score -1.002522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -10025245.000000 Penalty: 3706.742676
	Iteration 26Q: 3 clusters Score -1.002524e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -10025263.000000 Penalty: 3706.742676
	Iteration 27Q: 3 clusters Score -1.002526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -10025315.000000 Penalty: 3706.742676
	Iteration 28Q: 3 clusters Score -1.002532e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -10025331.000000 Penalty: 3706.742676
	Iteration 29Q: 3 clusters Score -1.002533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -10025338.000000 Penalty: 3706.742676
	Iteration 30Q: 3 clusters Score -1.002534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -10025350.000000 Penalty: 3706.742676
	Iteration 31Q: 3 clusters Score -1.002535e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -10025333.000000 Penalty: 3706.742676
	Iteration 32Q: 3 clusters Score -1.002533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -10025316.000000 Penalty: 3706.742676
	Iteration 33Q: 3 clusters Score -1.002532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -10025330.000000 Penalty: 3706.742676
	Iteration 34Q: 3 clusters Score -1.002533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -10025319.000000 Penalty: 3706.742676
	Iteration 35Q: 3 clusters Score -1.002532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -10025320.000000 Penalty: 3706.742676
	Iteration 36Q: 3 clusters Score -1.002532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -10025321.000000 Penalty: 3706.742676
	Iteration 37Q: 3 clusters Score -1.002532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -10025347.000000 Penalty: 3706.742676
	Iteration 38Q: 3 clusters Score -1.002535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -10025370.000000 Penalty: 3706.742676
	Iteration 39Q: 3 clusters Score -1.002537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -10025362.000000 Penalty: 3706.742676
	Iteration 40F: 3 clusters Score -1.002536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -10025362.000000 Penalty: 3706.742676
	Iteration 41Q: 3 clusters Score -1.002536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -10025360.000000 Penalty: 3706.742676
	Iteration 42Q: 3 clusters Score -1.002536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -10025364.000000 Penalty: 3706.742676
	Iteration 43Q: 3 clusters Score -1.002536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -10025356.000000 Penalty: 3706.742676
	Iteration 44Q: 3 clusters Score -1.002536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -10025358.000000 Penalty: 3706.742676
	Iteration 45Q: 3 clusters Score -1.002536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -10025367.000000 Penalty: 3706.742676
	Iteration 46Q: 3 clusters Score -1.002537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -10025353.000000 Penalty: 3706.742676
	Iteration 47Q: 3 clusters Score -1.002535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -10025356.000000 Penalty: 3706.742676
	Iteration 48Q: 3 clusters Score -1.002536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -10025367.000000 Penalty: 3706.742676
	Iteration 49Q: 3 clusters Score -1.002537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -10025364.000000 Penalty: 3706.742676
	Iteration 50Q: 3 clusters Score -1.002536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -10025358.000000 Penalty: 3706.742676
	Iteration 51Q: 3 clusters Score -1.002536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -10025353.000000 Penalty: 3706.742676
	Iteration 52Q: 3 clusters Score -1.002535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -10025350.000000 Penalty: 3706.742676
	Iteration 53Q: 3 clusters Score -1.002535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -10025341.000000 Penalty: 3706.742676
	Iteration 54Q: 3 clusters Score -1.002534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -10025326.000000 Penalty: 3706.742676
	Iteration 55Q: 3 clusters Score -1.002533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -10025327.000000 Penalty: 3706.742676
	Iteration 56Q: 3 clusters Score -1.002533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -10025319.000000 Penalty: 3706.742676
	Iteration 57Q: 3 clusters Score -1.002532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -10025329.000000 Penalty: 3706.742676
	Iteration 58Q: 3 clusters Score -1.002533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -10025329.000000 Penalty: 3706.742676
	Iteration 59Q: 3 clusters Score -1.002533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -10025332.000000 Penalty: 3706.742676
	Iteration 60F: 3 clusters Score -1.002533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -10025332.000000 Penalty: 3706.742676
	Iteration 61Q: 3 clusters Score -1.002533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -10025335.000000 Penalty: 3706.742676
	Iteration 62Q: 3 clusters Score -1.002534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -10025327.000000 Penalty: 3706.742676
	Iteration 63Q: 3 clusters Score -1.002533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -10025331.000000 Penalty: 3706.742676
	Iteration 64Q: 3 clusters Score -1.002533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -10025329.000000 Penalty: 3706.742676
	Iteration 65Q: 3 clusters Score -1.002533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10025334.000000 Penalty: 3706.742676
	Iteration 66Q: 3 clusters Score -1.002533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -10025341.000000 Penalty: 3706.742676
	Iteration 67Q: 3 clusters Score -1.002534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -10025342.000000 Penalty: 3706.742676
	Iteration 68Q: 3 clusters Score -1.002534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -10025333.000000 Penalty: 3706.742676
	Iteration 69Q: 3 clusters Score -1.002533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -10025334.000000 Penalty: 3706.742676
	Iteration 70Q: 3 clusters Score -1.002533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -10025348.000000 Penalty: 3706.742676
	Iteration 71Q: 3 clusters Score -1.002535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -10025344.000000 Penalty: 3706.742676
	Iteration 72Q: 3 clusters Score -1.002534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -10025344.000000 Penalty: 3706.742676
	Iteration 73F: 3 clusters Score -1.002534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Entering Unmasked Estep 
Score: -3583675.500000 Penalty: 1687.685913
	Iteration 0F: 2 clusters Score -3583676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3562035.500000 Penalty: 3375.371826
	Iteration 0F: 3 clusters Score -3562036 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3570081.750000 Penalty: 3375.371826
	Iteration 1F: 3 clusters Score -3570082 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3570466.250000 Penalty: 3375.371826
	Iteration 2Q: 3 clusters Score -3570466 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3570949.500000 Penalty: 3375.371826
	Iteration 3Q: 3 clusters Score -3570950 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3571694.000000 Penalty: 3375.371826
	Iteration 4Q: 3 clusters Score -3571694 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3572881.750000 Penalty: 3375.371826
	Iteration 5F: 3 clusters Score -3572882 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3574834.750000 Penalty: 3375.371826
	Iteration 6F: 3 clusters Score -3574835 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3577451.500000 Penalty: 3375.371826
	Iteration 7F: 3 clusters Score -3577452 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3579927.250000 Penalty: 3375.371826
	Iteration 8F: 3 clusters Score -3579927 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3581306.000000 Penalty: 3375.371826
	Iteration 9Q: 3 clusters Score -3581306 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3581823.250000 Penalty: 3375.371826
	Iteration 10Q: 3 clusters Score -3581823 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3582003.500000 Penalty: 3375.371826
	Iteration 11Q: 3 clusters Score -3582004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3582078.750000 Penalty: 3375.371826
	Iteration 12Q: 3 clusters Score -3582079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3582128.250000 Penalty: 3375.371826
	Iteration 13Q: 3 clusters Score -3582128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3582147.500000 Penalty: 3375.371826
	Iteration 14Q: 3 clusters Score -3582148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3582150.250000 Penalty: 3375.371826
	Iteration 15Q: 3 clusters Score -3582150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3582155.250000 Penalty: 3375.371826
	Iteration 16Q: 3 clusters Score -3582155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3582160.250000 Penalty: 3375.371826
	Iteration 17Q: 3 clusters Score -3582160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3582160.250000 Penalty: 3375.371826
	Iteration 18F: 3 clusters Score -3582160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Entering Unmasked Estep 
Score: -3156973.750000 Penalty: 1662.758423
	Iteration 0F: 2 clusters Score -3156974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3138184.500000 Penalty: 3325.516846
	Iteration 0F: 3 clusters Score -3138184 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3145297.000000 Penalty: 3325.516846
	Iteration 1F: 3 clusters Score -3145297 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3145625.000000 Penalty: 3325.516846
	Iteration 2Q: 3 clusters Score -3145625 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3145956.750000 Penalty: 3325.516846
	Iteration 3Q: 3 clusters Score -3145957 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3146350.750000 Penalty: 3325.516846
	Iteration 4Q: 3 clusters Score -3146351 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3146778.750000 Penalty: 3325.516846
	Iteration 5Q: 3 clusters Score -3146779 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3147251.750000 Penalty: 3325.516846
	Iteration 6Q: 3 clusters Score -3147252 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3147865.000000 Penalty: 3325.516846
	Iteration 7Q: 3 clusters Score -3147865 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3148705.750000 Penalty: 3325.516846
	Iteration 8Q: 3 clusters Score -3148706 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3149777.750000 Penalty: 3325.516846
	Iteration 9F: 3 clusters Score -3149778 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3150834.250000 Penalty: 3325.516846
	Iteration 10F: 3 clusters Score -3150834 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3151479.000000 Penalty: 3325.516846
	Iteration 11Q: 3 clusters Score -3151479 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3151772.000000 Penalty: 3325.516846
	Iteration 12Q: 3 clusters Score -3151772 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3151939.250000 Penalty: 3325.516846
	Iteration 13Q: 3 clusters Score -3151939 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3152068.000000 Penalty: 3325.516846
	Iteration 14Q: 3 clusters Score -3152068 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3152184.000000 Penalty: 3325.516846
	Iteration 15Q: 3 clusters Score -3152184 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3152289.000000 Penalty: 3325.516846
	Iteration 16Q: 3 clusters Score -3152289 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3152386.250000 Penalty: 3325.516846
	Iteration 17Q: 3 clusters Score -3152386 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3152499.000000 Penalty: 3325.516846
	Iteration 18Q: 3 clusters Score -3152499 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3152588.250000 Penalty: 3325.516846
	Iteration 19Q: 3 clusters Score -3152588 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3152682.750000 Penalty: 3325.516846
	Iteration 20F: 3 clusters Score -3152683 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3152811.000000 Penalty: 3325.516846
	Iteration 21Q: 3 clusters Score -3152811 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3152932.250000 Penalty: 3325.516846
	Iteration 22Q: 3 clusters Score -3152932 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3153066.250000 Penalty: 3325.516846
	Iteration 23Q: 3 clusters Score -3153066 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3153242.000000 Penalty: 3325.516846
	Iteration 24Q: 3 clusters Score -3153242 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3153406.500000 Penalty: 3325.516846
	Iteration 25Q: 3 clusters Score -3153406 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3153549.000000 Penalty: 3325.516846
	Iteration 26Q: 3 clusters Score -3153549 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3153705.250000 Penalty: 3325.516846
	Iteration 27Q: 3 clusters Score -3153705 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3153871.250000 Penalty: 3325.516846
	Iteration 28Q: 3 clusters Score -3153871 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3153991.750000 Penalty: 3325.516846
	Iteration 29Q: 3 clusters Score -3153992 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3154172.000000 Penalty: 3325.516846
	Iteration 30Q: 3 clusters Score -3154172 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3154322.500000 Penalty: 3325.516846
	Iteration 31Q: 3 clusters Score -3154322 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3154459.500000 Penalty: 3325.516846
	Iteration 32Q: 3 clusters Score -3154460 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3154574.000000 Penalty: 3325.516846
	Iteration 33Q: 3 clusters Score -3154574 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3154692.750000 Penalty: 3325.516846
	Iteration 34Q: 3 clusters Score -3154693 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3154771.750000 Penalty: 3325.516846
	Iteration 35Q: 3 clusters Score -3154772 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3154851.500000 Penalty: 3325.516846
	Iteration 36Q: 3 clusters Score -3154852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3154911.250000 Penalty: 3325.516846
	Iteration 37Q: 3 clusters Score -3154911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3154970.250000 Penalty: 3325.516846
	Iteration 38Q: 3 clusters Score -3154970 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3155020.750000 Penalty: 3325.516846
	Iteration 39Q: 3 clusters Score -3155021 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3155067.750000 Penalty: 3325.516846
	Iteration 40F: 3 clusters Score -3155068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3155138.750000 Penalty: 3325.516846
	Iteration 41Q: 3 clusters Score -3155139 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3155192.250000 Penalty: 3325.516846
	Iteration 42Q: 3 clusters Score -3155192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3155239.000000 Penalty: 3325.516846
	Iteration 43Q: 3 clusters Score -3155239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3155280.250000 Penalty: 3325.516846
	Iteration 44Q: 3 clusters Score -3155280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3155310.500000 Penalty: 3325.516846
	Iteration 45Q: 3 clusters Score -3155310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3155356.250000 Penalty: 3325.516846
	Iteration 46Q: 3 clusters Score -3155356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3155380.500000 Penalty: 3325.516846
	Iteration 47Q: 3 clusters Score -3155380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3155399.750000 Penalty: 3325.516846
	Iteration 48Q: 3 clusters Score -3155400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3155404.750000 Penalty: 3325.516846
	Iteration 49Q: 3 clusters Score -3155405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3155424.500000 Penalty: 3325.516846
	Iteration 50Q: 3 clusters Score -3155424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3155442.000000 Penalty: 3325.516846
	Iteration 51Q: 3 clusters Score -3155442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3155460.750000 Penalty: 3325.516846
	Iteration 52Q: 3 clusters Score -3155461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3155474.000000 Penalty: 3325.516846
	Iteration 53Q: 3 clusters Score -3155474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3155476.750000 Penalty: 3325.516846
	Iteration 54Q: 3 clusters Score -3155477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3155484.250000 Penalty: 3325.516846
	Iteration 55Q: 3 clusters Score -3155484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3155490.250000 Penalty: 3325.516846
	Iteration 56Q: 3 clusters Score -3155490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3155495.500000 Penalty: 3325.516846
	Iteration 57Q: 3 clusters Score -3155496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3155502.750000 Penalty: 3325.516846
	Iteration 58Q: 3 clusters Score -3155503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3155505.500000 Penalty: 3325.516846
	Iteration 59Q: 3 clusters Score -3155506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3155514.500000 Penalty: 3325.516846
	Iteration 60F: 3 clusters Score -3155514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3155518.750000 Penalty: 3325.516846
	Iteration 61Q: 3 clusters Score -3155519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3155520.750000 Penalty: 3325.516846
	Iteration 62Q: 3 clusters Score -3155521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3155518.500000 Penalty: 3325.516846
	Iteration 63Q: 3 clusters Score -3155518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3155514.500000 Penalty: 3325.516846
	Iteration 64Q: 3 clusters Score -3155514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3155518.000000 Penalty: 3325.516846
	Iteration 65Q: 3 clusters Score -3155518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3155521.750000 Penalty: 3325.516846
	Iteration 66Q: 3 clusters Score -3155522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3155517.750000 Penalty: 3325.516846
	Iteration 67Q: 3 clusters Score -3155518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3155521.000000 Penalty: 3325.516846
	Iteration 68Q: 3 clusters Score -3155521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3155526.250000 Penalty: 3325.516846
	Iteration 69Q: 3 clusters Score -3155526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3155531.750000 Penalty: 3325.516846
	Iteration 70Q: 3 clusters Score -3155532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3155531.000000 Penalty: 3325.516846
	Iteration 71Q: 3 clusters Score -3155531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3155536.000000 Penalty: 3325.516846
	Iteration 72Q: 3 clusters Score -3155536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3155531.500000 Penalty: 3325.516846
	Iteration 73Q: 3 clusters Score -3155532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3155532.750000 Penalty: 3325.516846
	Iteration 74Q: 3 clusters Score -3155533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3155538.250000 Penalty: 3325.516846
	Iteration 75Q: 3 clusters Score -3155538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3155542.750000 Penalty: 3325.516846
	Iteration 76Q: 3 clusters Score -3155543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3155543.000000 Penalty: 3325.516846
	Iteration 77Q: 3 clusters Score -3155543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3155545.500000 Penalty: 3325.516846
	Iteration 78Q: 3 clusters Score -3155546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3155546.750000 Penalty: 3325.516846
	Iteration 79Q: 3 clusters Score -3155547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3155541.000000 Penalty: 3325.516846
	Iteration 80F: 3 clusters Score -3155541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3155542.000000 Penalty: 3325.516846
	Iteration 81Q: 3 clusters Score -3155542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3155547.750000 Penalty: 3325.516846
	Iteration 82Q: 3 clusters Score -3155548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3155549.250000 Penalty: 3325.516846
	Iteration 83Q: 3 clusters Score -3155549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3155549.000000 Penalty: 3325.516846
	Iteration 84Q: 3 clusters Score -3155549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3155551.750000 Penalty: 3325.516846
	Iteration 85Q: 3 clusters Score -3155552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3155549.750000 Penalty: 3325.516846
	Iteration 86Q: 3 clusters Score -3155550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3155554.500000 Penalty: 3325.516846
	Iteration 87Q: 3 clusters Score -3155554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3155562.750000 Penalty: 3325.516846
	Iteration 88Q: 3 clusters Score -3155563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3155562.000000 Penalty: 3325.516846
	Iteration 89Q: 3 clusters Score -3155562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3155563.750000 Penalty: 3325.516846
	Iteration 90Q: 3 clusters Score -3155564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3155565.750000 Penalty: 3325.516846
	Iteration 91Q: 3 clusters Score -3155566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3155566.500000 Penalty: 3325.516846
	Iteration 92Q: 3 clusters Score -3155566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3155569.250000 Penalty: 3325.516846
	Iteration 93Q: 3 clusters Score -3155569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3155567.750000 Penalty: 3325.516846
	Iteration 94Q: 3 clusters Score -3155568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3155574.000000 Penalty: 3325.516846
	Iteration 95Q: 3 clusters Score -3155574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3155574.000000 Penalty: 3325.516846
	Iteration 96Q: 3 clusters Score -3155574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3155569.500000 Penalty: 3325.516846
	Iteration 97Q: 3 clusters Score -3155570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3155570.500000 Penalty: 3325.516846
	Iteration 98Q: 3 clusters Score -3155570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3155577.750000 Penalty: 3325.516846
	Iteration 99Q: 3 clusters Score -3155578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3155574.750000 Penalty: 3325.516846
	Iteration 100F: 3 clusters Score -3155575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3155579.250000 Penalty: 3325.516846
	Iteration 101Q: 3 clusters Score -3155579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3155575.000000 Penalty: 3325.516846
	Iteration 102Q: 3 clusters Score -3155575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3155580.250000 Penalty: 3325.516846
	Iteration 103Q: 3 clusters Score -3155580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3155575.250000 Penalty: 3325.516846
	Iteration 104Q: 3 clusters Score -3155575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3155576.250000 Penalty: 3325.516846
	Iteration 105Q: 3 clusters Score -3155576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3155577.500000 Penalty: 3325.516846
	Iteration 106Q: 3 clusters Score -3155578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3155577.000000 Penalty: 3325.516846
	Iteration 107Q: 3 clusters Score -3155577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3155579.000000 Penalty: 3325.516846
	Iteration 108Q: 3 clusters Score -3155579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3155585.500000 Penalty: 3325.516846
	Iteration 109Q: 3 clusters Score -3155586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3155583.750000 Penalty: 3325.516846
	Iteration 110Q: 3 clusters Score -3155584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3155585.750000 Penalty: 3325.516846
	Iteration 111Q: 3 clusters Score -3155586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3155589.750000 Penalty: 3325.516846
	Iteration 112Q: 3 clusters Score -3155590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3155590.000000 Penalty: 3325.516846
	Iteration 113Q: 3 clusters Score -3155590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3155590.500000 Penalty: 3325.516846
	Iteration 114Q: 3 clusters Score -3155590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3155595.500000 Penalty: 3325.516846
	Iteration 115Q: 3 clusters Score -3155596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3155596.750000 Penalty: 3325.516846
	Iteration 116Q: 3 clusters Score -3155597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3155594.750000 Penalty: 3325.516846
	Iteration 117Q: 3 clusters Score -3155595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3155593.500000 Penalty: 3325.516846
	Iteration 118Q: 3 clusters Score -3155594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3155592.750000 Penalty: 3325.516846
	Iteration 119Q: 3 clusters Score -3155593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3155591.500000 Penalty: 3325.516846
	Iteration 120F: 3 clusters Score -3155592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3155594.250000 Penalty: 3325.516846
	Iteration 121Q: 3 clusters Score -3155594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3155594.250000 Penalty: 3325.516846
	Iteration 122F: 3 clusters Score -3155594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Entering Unmasked Estep 
Score: -7813179.500000 Penalty: 1809.790039
	Iteration 0F: 2 clusters Score -7813180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -7767341.000000 Penalty: 3619.580078
	Iteration 0F: 3 clusters Score -7767341 nChanged 32445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -7785868.000000 Penalty: 3619.580078
	Iteration 1F: 3 clusters Score -7785868 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -7786558.000000 Penalty: 3619.580078
	Iteration 2Q: 3 clusters Score -7786558 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -7787249.500000 Penalty: 3619.580078
	Iteration 3Q: 3 clusters Score -7787250 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -7788137.500000 Penalty: 3619.580078
	Iteration 4Q: 3 clusters Score -7788138 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -7789249.000000 Penalty: 3619.580078
	Iteration 5Q: 3 clusters Score -7789249 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7790659.000000 Penalty: 3619.580078
	Iteration 6Q: 3 clusters Score -7790659 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -7792335.500000 Penalty: 3619.580078
	Iteration 7F: 3 clusters Score -7792336 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -7794404.000000 Penalty: 3619.580078
	Iteration 8F: 3 clusters Score -7794404 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -7797123.500000 Penalty: 3619.580078
	Iteration 9F: 3 clusters Score -7797124 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -7800390.500000 Penalty: 3619.580078
	Iteration 10F: 3 clusters Score -7800390 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -7804069.500000 Penalty: 3619.580078
	Iteration 11F: 3 clusters Score -7804070 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -7807354.000000 Penalty: 3619.580078
	Iteration 12F: 3 clusters Score -7807354 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7809472.500000 Penalty: 3619.580078
	Iteration 13Q: 3 clusters Score -7809472 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -7810617.000000 Penalty: 3619.580078
	Iteration 14Q: 3 clusters Score -7810617 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -7811117.000000 Penalty: 3619.580078
	Iteration 15Q: 3 clusters Score -7811117 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -7811347.000000 Penalty: 3619.580078
	Iteration 16Q: 3 clusters Score -7811347 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -7811471.500000 Penalty: 3619.580078
	Iteration 17Q: 3 clusters Score -7811472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -7811537.500000 Penalty: 3619.580078
	Iteration 18Q: 3 clusters Score -7811538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -7811569.500000 Penalty: 3619.580078
	Iteration 19Q: 3 clusters Score -7811570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -7811590.500000 Penalty: 3619.580078
	Iteration 20F: 3 clusters Score -7811590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -7811617.000000 Penalty: 3619.580078
	Iteration 21Q: 3 clusters Score -7811617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -7811628.000000 Penalty: 3619.580078
	Iteration 22Q: 3 clusters Score -7811628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -7811632.000000 Penalty: 3619.580078
	Iteration 23Q: 3 clusters Score -7811632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -7811642.000000 Penalty: 3619.580078
	Iteration 24Q: 3 clusters Score -7811642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -7811651.000000 Penalty: 3619.580078
	Iteration 25Q: 3 clusters Score -7811651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -7811651.000000 Penalty: 3619.580078
	Iteration 26Q: 3 clusters Score -7811651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -7811657.500000 Penalty: 3619.580078
	Iteration 27Q: 3 clusters Score -7811658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -7811664.500000 Penalty: 3619.580078
	Iteration 28Q: 3 clusters Score -7811664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -7811659.500000 Penalty: 3619.580078
	Iteration 29Q: 3 clusters Score -7811660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -7811662.000000 Penalty: 3619.580078
	Iteration 30Q: 3 clusters Score -7811662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -7811665.000000 Penalty: 3619.580078
	Iteration 31Q: 3 clusters Score -7811665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -7811665.500000 Penalty: 3619.580078
	Iteration 32Q: 3 clusters Score -7811666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -7811673.500000 Penalty: 3619.580078
	Iteration 33Q: 3 clusters Score -7811674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -7811678.000000 Penalty: 3619.580078
	Iteration 34Q: 3 clusters Score -7811678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -7811681.500000 Penalty: 3619.580078
	Iteration 35Q: 3 clusters Score -7811682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -7811681.500000 Penalty: 3619.580078
	Iteration 36Q: 3 clusters Score -7811682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -7811689.000000 Penalty: 3619.580078
	Iteration 37Q: 3 clusters Score -7811689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -7811699.000000 Penalty: 3619.580078
	Iteration 38Q: 3 clusters Score -7811699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -7811704.000000 Penalty: 3619.580078
	Iteration 39Q: 3 clusters Score -7811704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -7811707.000000 Penalty: 3619.580078
	Iteration 40F: 3 clusters Score -7811707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -7811709.500000 Penalty: 3619.580078
	Iteration 41Q: 3 clusters Score -7811710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -7811709.000000 Penalty: 3619.580078
	Iteration 42Q: 3 clusters Score -7811709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -7811709.500000 Penalty: 3619.580078
	Iteration 43Q: 3 clusters Score -7811710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -7811709.500000 Penalty: 3619.580078
	Iteration 44F: 3 clusters Score -7811710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (118242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118242 members 
Entering Unmasked Estep 
Score: -13294455.000000 Penalty: 1898.079346
	Iteration 0F: 2 clusters Score -1.329446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -13216227.000000 Penalty: 3796.158691
	Iteration 0F: 3 clusters Score -1.321623e+07 nChanged 56885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -13249427.000000 Penalty: 3796.158691
	Iteration 1F: 3 clusters Score -1.324943e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -13250701.000000 Penalty: 3796.158691
	Iteration 2Q: 3 clusters Score -1.32507e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -13252538.000000 Penalty: 3796.158691
	Iteration 3Q: 3 clusters Score -1.325254e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -13255225.000000 Penalty: 3796.158691
	Iteration 4Q: 3 clusters Score -1.325522e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -13259439.000000 Penalty: 3796.158691
	Iteration 5F: 3 clusters Score -1.325944e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -13265169.000000 Penalty: 3796.158691
	Iteration 6F: 3 clusters Score -1.326517e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -13272515.000000 Penalty: 3796.158691
	Iteration 7F: 3 clusters Score -1.327252e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -13278595.000000 Penalty: 3796.158691
	Iteration 8F: 3 clusters Score -1.32786e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -13281724.000000 Penalty: 3796.158691
	Iteration 9Q: 3 clusters Score -1.328172e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -13282974.000000 Penalty: 3796.158691
	Iteration 10Q: 3 clusters Score -1.328297e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -13283865.000000 Penalty: 3796.158691
	Iteration 11Q: 3 clusters Score -1.328386e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -13284751.000000 Penalty: 3796.158691
	Iteration 12Q: 3 clusters Score -1.328475e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -13285479.000000 Penalty: 3796.158691
	Iteration 13Q: 3 clusters Score -1.328548e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -13286222.000000 Penalty: 3796.158691
	Iteration 14Q: 3 clusters Score -1.328622e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -13286920.000000 Penalty: 3796.158691
	Iteration 15Q: 3 clusters Score -1.328692e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -13287546.000000 Penalty: 3796.158691
	Iteration 16Q: 3 clusters Score -1.328755e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -13288172.000000 Penalty: 3796.158691
	Iteration 17Q: 3 clusters Score -1.328817e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -13288690.000000 Penalty: 3796.158691
	Iteration 18Q: 3 clusters Score -1.328869e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -13289116.000000 Penalty: 3796.158691
	Iteration 19Q: 3 clusters Score -1.328912e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 102393 members 
Entering Unmasked Estep 
Score: -13289548.000000 Penalty: 3796.158691
	Iteration 20F: 3 clusters Score -1.328955e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -13289914.000000 Penalty: 3796.158691
	Iteration 21Q: 3 clusters Score -1.328991e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -13290182.000000 Penalty: 3796.158691
	Iteration 22Q: 3 clusters Score -1.329018e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -13290534.000000 Penalty: 3796.158691
	Iteration 23Q: 3 clusters Score -1.329053e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -13290823.000000 Penalty: 3796.158691
	Iteration 24Q: 3 clusters Score -1.329082e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -13291095.000000 Penalty: 3796.158691
	Iteration 25Q: 3 clusters Score -1.32911e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -13291402.000000 Penalty: 3796.158691
	Iteration 26Q: 3 clusters Score -1.32914e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -13291601.000000 Penalty: 3796.158691
	Iteration 27Q: 3 clusters Score -1.32916e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -13291800.000000 Penalty: 3796.158691
	Iteration 28Q: 3 clusters Score -1.32918e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -13291997.000000 Penalty: 3796.158691
	Iteration 29Q: 3 clusters Score -1.3292e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -13292166.000000 Penalty: 3796.158691
	Iteration 30Q: 3 clusters Score -1.329217e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -13292294.000000 Penalty: 3796.158691
	Iteration 31Q: 3 clusters Score -1.329229e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -13292410.000000 Penalty: 3796.158691
	Iteration 32Q: 3 clusters Score -1.329241e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -13292461.000000 Penalty: 3796.158691
	Iteration 33Q: 3 clusters Score -1.329246e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -13292616.000000 Penalty: 3796.158691
	Iteration 34Q: 3 clusters Score -1.329262e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -13292694.000000 Penalty: 3796.158691
	Iteration 35Q: 3 clusters Score -1.329269e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -13292777.000000 Penalty: 3796.158691
	Iteration 36Q: 3 clusters Score -1.329278e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 113452 members 
Entering Unmasked Estep 
Score: -13292875.000000 Penalty: 3796.158691
	Iteration 37Q: 3 clusters Score -1.329288e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 113737 members 
Entering Unmasked Estep 
Score: -13292955.000000 Penalty: 3796.158691
	Iteration 38Q: 3 clusters Score -1.329296e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -13293024.000000 Penalty: 3796.158691
	Iteration 39Q: 3 clusters Score -1.329302e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -13293061.000000 Penalty: 3796.158691
	Iteration 40F: 3 clusters Score -1.329306e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -13293106.000000 Penalty: 3796.158691
	Iteration 41Q: 3 clusters Score -1.329311e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -13293151.000000 Penalty: 3796.158691
	Iteration 42Q: 3 clusters Score -1.329315e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 114760 members 
Entering Unmasked Estep 
Score: -13293148.000000 Penalty: 3796.158691
	Iteration 43Q: 3 clusters Score -1.329315e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -13293174.000000 Penalty: 3796.158691
	Iteration 44Q: 3 clusters Score -1.329317e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -13293205.000000 Penalty: 3796.158691
	Iteration 45Q: 3 clusters Score -1.32932e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -13293238.000000 Penalty: 3796.158691
	Iteration 46Q: 3 clusters Score -1.329324e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -13293274.000000 Penalty: 3796.158691
	Iteration 47Q: 3 clusters Score -1.329327e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
Score: -13293289.000000 Penalty: 3796.158691
	Iteration 48Q: 3 clusters Score -1.329329e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 115333 members 
Entering Unmasked Estep 
Score: -13293303.000000 Penalty: 3796.158691
	Iteration 49Q: 3 clusters Score -1.32933e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -13293307.000000 Penalty: 3796.158691
	Iteration 50Q: 3 clusters Score -1.329331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -13293311.000000 Penalty: 3796.158691
	Iteration 51Q: 3 clusters Score -1.329331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -13293317.000000 Penalty: 3796.158691
	Iteration 52Q: 3 clusters Score -1.329332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -13293339.000000 Penalty: 3796.158691
	Iteration 53Q: 3 clusters Score -1.329334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -13293344.000000 Penalty: 3796.158691
	Iteration 54Q: 3 clusters Score -1.329334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 115606 members 
Entering Unmasked Estep 
Score: -13293336.000000 Penalty: 3796.158691
	Iteration 55Q: 3 clusters Score -1.329334e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -13293356.000000 Penalty: 3796.158691
	Iteration 56Q: 3 clusters Score -1.329336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 115706 members 
Entering Unmasked Estep 
Score: -13293364.000000 Penalty: 3796.158691
	Iteration 57Q: 3 clusters Score -1.329336e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -13293369.000000 Penalty: 3796.158691
	Iteration 58Q: 3 clusters Score -1.329337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -13293386.000000 Penalty: 3796.158691
	Iteration 59Q: 3 clusters Score -1.329339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -13293376.000000 Penalty: 3796.158691
	Iteration 60F: 3 clusters Score -1.329338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -13293373.000000 Penalty: 3796.158691
	Iteration 61Q: 3 clusters Score -1.329337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -13293373.000000 Penalty: 3796.158691
	Iteration 62Q: 3 clusters Score -1.329337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -13293373.000000 Penalty: 3796.158691
	Iteration 63Q: 3 clusters Score -1.329337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 115880 members 
Entering Unmasked Estep 
Score: -13293383.000000 Penalty: 3796.158691
	Iteration 64Q: 3 clusters Score -1.329338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -13293383.000000 Penalty: 3796.158691
	Iteration 65Q: 3 clusters Score -1.329338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 115901 members 
Entering Unmasked Estep 
Score: -13293377.000000 Penalty: 3796.158691
	Iteration 66Q: 3 clusters Score -1.329338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -13293376.000000 Penalty: 3796.158691
	Iteration 67Q: 3 clusters Score -1.329338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -13293388.000000 Penalty: 3796.158691
	Iteration 68Q: 3 clusters Score -1.329339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -13293409.000000 Penalty: 3796.158691
	Iteration 69Q: 3 clusters Score -1.329341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -13293402.000000 Penalty: 3796.158691
	Iteration 70Q: 3 clusters Score -1.32934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 115968 members 
Entering Unmasked Estep 
Score: -13293402.000000 Penalty: 3796.158691
	Iteration 71Q: 3 clusters Score -1.32934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -13293405.000000 Penalty: 3796.158691
	Iteration 72Q: 3 clusters Score -1.32934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -13293406.000000 Penalty: 3796.158691
	Iteration 73Q: 3 clusters Score -1.329341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 115994 members 
Entering Unmasked Estep 
Score: -13293398.000000 Penalty: 3796.158691
	Iteration 74Q: 3 clusters Score -1.32934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 116001 members 
Entering Unmasked Estep 
Score: -13293404.000000 Penalty: 3796.158691
	Iteration 75Q: 3 clusters Score -1.32934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -13293413.000000 Penalty: 3796.158691
	Iteration 76Q: 3 clusters Score -1.329341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -13293400.000000 Penalty: 3796.158691
	Iteration 77Q: 3 clusters Score -1.32934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -13293412.000000 Penalty: 3796.158691
	Iteration 78Q: 3 clusters Score -1.329341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -13293418.000000 Penalty: 3796.158691
	Iteration 79Q: 3 clusters Score -1.329342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -13293411.000000 Penalty: 3796.158691
	Iteration 80F: 3 clusters Score -1.329341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -13293405.000000 Penalty: 3796.158691
	Iteration 81Q: 3 clusters Score -1.32934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -13293409.000000 Penalty: 3796.158691
	Iteration 82Q: 3 clusters Score -1.329341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -13293414.000000 Penalty: 3796.158691
	Iteration 83Q: 3 clusters Score -1.329341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
Score: -13293397.000000 Penalty: 3796.158691
	Iteration 84Q: 3 clusters Score -1.32934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -13293404.000000 Penalty: 3796.158691
	Iteration 85Q: 3 clusters Score -1.32934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -13293406.000000 Penalty: 3796.158691
	Iteration 86Q: 3 clusters Score -1.329341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -13293410.000000 Penalty: 3796.158691
	Iteration 87Q: 3 clusters Score -1.329341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -13293403.000000 Penalty: 3796.158691
	Iteration 88Q: 3 clusters Score -1.32934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -13293409.000000 Penalty: 3796.158691
	Iteration 89Q: 3 clusters Score -1.329341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -13293405.000000 Penalty: 3796.158691
	Iteration 90Q: 3 clusters Score -1.32934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -13293399.000000 Penalty: 3796.158691
	Iteration 91Q: 3 clusters Score -1.32934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -13293399.000000 Penalty: 3796.158691
	Iteration 92F: 3 clusters Score -1.32934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 44122 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 143450 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 44921 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 13 contains 89802 members 
Mstep: Class 14 contains 32395 members 
Mstep: Class 15 contains 27788 members 
Mstep: Class 16 contains 68677 members 
Mstep: Class 17 contains 118242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744484.000000 Penalty: 28054.662109
Iteration 79Q: 14 clusters Score -6.474448e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 44139 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 143586 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 44964 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 13 contains 89797 members 
Mstep: Class 14 contains 32435 members 
Mstep: Class 15 contains 27403 members 
Mstep: Class 16 contains 68651 members 
Mstep: Class 17 contains 118466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744680.000000 Penalty: 28054.662109
Iteration 80F: 14 clusters Score -6.474468e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 143721 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 45010 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 13 contains 89793 members 
Mstep: Class 14 contains 32471 members 
Mstep: Class 15 contains 27017 members 
Mstep: Class 16 contains 68621 members 
Mstep: Class 17 contains 118704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744808.000000 Penalty: 28054.662109
Iteration 81Q: 14 clusters Score -6.474481e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 44157 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 143845 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 220 members 
Mstep: Class 9 contains 45052 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 13 contains 89789 members 
Mstep: Class 14 contains 32512 members 
Mstep: Class 15 contains 26661 members 
Mstep: Class 16 contains 68588 members 
Mstep: Class 17 contains 118920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745040.000000 Penalty: 28054.662109
Iteration 82Q: 14 clusters Score -6.474504e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 44181 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 143961 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 13 contains 89785 members 
Mstep: Class 14 contains 32548 members 
Mstep: Class 15 contains 26325 members 
Mstep: Class 16 contains 68563 members 
Mstep: Class 17 contains 119121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745072.000000 Penalty: 28054.662109
Iteration 83Q: 14 clusters Score -6.474507e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 44221 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 144053 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 45130 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 13 contains 89787 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 25993 members 
Mstep: Class 16 contains 68541 members 
Mstep: Class 17 contains 119325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745104.000000 Penalty: 28054.662109
Iteration 84Q: 14 clusters Score -6.47451e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 44251 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 144135 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 196 members 
Mstep: Class 9 contains 45166 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 13 contains 89783 members 
Mstep: Class 14 contains 32633 members 
Mstep: Class 15 contains 25671 members 
Mstep: Class 16 contains 68525 members 
Mstep: Class 17 contains 119517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745152.000000 Penalty: 28054.662109
Iteration 85Q: 14 clusters Score -6.474515e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 44273 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 144230 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45206 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 13 contains 89781 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 15 contains 25354 members 
Mstep: Class 16 contains 68508 members 
Mstep: Class 17 contains 119707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745332.000000 Penalty: 28054.662109
Iteration 86Q: 14 clusters Score -6.474533e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 44288 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 144326 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45262 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 13 contains 89778 members 
Mstep: Class 14 contains 32732 members 
Mstep: Class 15 contains 24998 members 
Mstep: Class 16 contains 68494 members 
Mstep: Class 17 contains 119928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745468.000000 Penalty: 28054.662109
Iteration 87Q: 14 clusters Score -6.474547e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 44292 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 144442 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45326 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 13 contains 89770 members 
Mstep: Class 14 contains 32774 members 
Mstep: Class 15 contains 24663 members 
Mstep: Class 16 contains 68475 members 
Mstep: Class 17 contains 120129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745476.000000 Penalty: 28054.662109
Iteration 88Q: 14 clusters Score -6.474548e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 44302 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 144564 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 13 contains 89770 members 
Mstep: Class 14 contains 32822 members 
Mstep: Class 15 contains 24336 members 
Mstep: Class 16 contains 68451 members 
Mstep: Class 17 contains 120322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745620.000000 Penalty: 28054.662109
Iteration 89Q: 14 clusters Score -6.474562e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 44305 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 144634 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 45435 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 13 contains 89766 members 
Mstep: Class 14 contains 32863 members 
Mstep: Class 15 contains 24066 members 
Mstep: Class 16 contains 68422 members 
Mstep: Class 17 contains 120524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745668.000000 Penalty: 28054.662109
Iteration 90Q: 14 clusters Score -6.474567e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 44297 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 144732 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 45494 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 13 contains 89763 members 
Mstep: Class 14 contains 32918 members 
Mstep: Class 15 contains 23751 members 
Mstep: Class 16 contains 68392 members 
Mstep: Class 17 contains 120739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745652.000000 Penalty: 28054.662109
Iteration 91Q: 14 clusters Score -6.474565e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 44291 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 144878 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 45531 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 13 contains 89763 members 
Mstep: Class 14 contains 32964 members 
Mstep: Class 15 contains 23408 members 
Mstep: Class 16 contains 68360 members 
Mstep: Class 17 contains 120959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745724.000000 Penalty: 28054.662109
Iteration 92Q: 14 clusters Score -6.474572e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 145008 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 187 members 
Mstep: Class 9 contains 45572 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 13 contains 89759 members 
Mstep: Class 14 contains 32991 members 
Mstep: Class 15 contains 23067 members 
Mstep: Class 16 contains 68329 members 
Mstep: Class 17 contains 121179 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 14 clusters Score -6.47458e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 145088 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45610 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 13 contains 89757 members 
Mstep: Class 14 contains 33003 members 
Mstep: Class 15 contains 22768 members 
Mstep: Class 16 contains 68297 members 
Mstep: Class 17 contains 121427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745568.000000 Penalty: 28054.662109
Iteration 94Q: 14 clusters Score -6.474557e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 44292 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 145153 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45660 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 13 contains 89754 members 
Mstep: Class 14 contains 33033 members 
Mstep: Class 15 contains 22451 members 
Mstep: Class 16 contains 68285 members 
Mstep: Class 17 contains 121664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745536.000000 Penalty: 28054.662109
Iteration 95Q: 14 clusters Score -6.474554e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 44293 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 145220 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45687 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 13 contains 89754 members 
Mstep: Class 14 contains 33048 members 
Mstep: Class 15 contains 22182 members 
Mstep: Class 16 contains 68276 members 
Mstep: Class 17 contains 121876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745500.000000 Penalty: 28054.662109
Iteration 96Q: 14 clusters Score -6.47455e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 44301 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 145275 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45724 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 13 contains 89753 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 21929 members 
Mstep: Class 16 contains 68262 members 
Mstep: Class 17 contains 122062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745572.000000 Penalty: 28054.662109
Iteration 97Q: 14 clusters Score -6.474557e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 145346 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45753 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 13 contains 89751 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 21675 members 
Mstep: Class 16 contains 68252 members 
Mstep: Class 17 contains 122259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745436.000000 Penalty: 28054.662109
Iteration 98Q: 14 clusters Score -6.474544e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 44318 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 145446 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 186 members 
Mstep: Class 9 contains 45775 members 
Mstep: Class 11 contains 2981 members 
Mstep: Class 13 contains 89744 members 
Mstep: Class 14 contains 33054 members 
Mstep: Class 15 contains 21413 members 
Mstep: Class 16 contains 68238 members 
Mstep: Class 17 contains 122441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745312.000000 Penalty: 28054.662109
Iteration 99Q: 14 clusters Score -6.474531e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 44334 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 145525 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 45799 members 
Mstep: Class 11 contains 3002 members 
Mstep: Class 13 contains 89733 members 
Mstep: Class 14 contains 33073 members 
Mstep: Class 15 contains 21161 members 
Mstep: Class 16 contains 68227 members 
Mstep: Class 17 contains 122597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745484.000000 Penalty: 28054.662109
Iteration 100F: 14 clusters Score -6.474548e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 44352 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 145614 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45821 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 13 contains 89728 members 
Mstep: Class 14 contains 33119 members 
Mstep: Class 15 contains 20907 members 
Mstep: Class 16 contains 68226 members 
Mstep: Class 17 contains 122727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745836.000000 Penalty: 28054.662109
Iteration 101Q: 14 clusters Score -6.474584e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 44365 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 145699 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 194 members 
Mstep: Class 9 contains 45845 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 13 contains 89726 members 
Mstep: Class 14 contains 33162 members 
Mstep: Class 15 contains 20630 members 
Mstep: Class 16 contains 68225 members 
Mstep: Class 17 contains 122891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745844.000000 Penalty: 28054.662109
Iteration 102Q: 14 clusters Score -6.474584e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 44380 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 145762 members 
Mstep: Class 7 contains 3949 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45875 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 13 contains 89718 members 
Mstep: Class 14 contains 33183 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 68218 members 
Mstep: Class 17 contains 123062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745644.000000 Penalty: 28054.662109
Iteration 103Q: 14 clusters Score -6.474564e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 44402 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 145826 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 13 contains 89706 members 
Mstep: Class 14 contains 33206 members 
Mstep: Class 15 contains 20113 members 
Mstep: Class 16 contains 68202 members 
Mstep: Class 17 contains 123246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745772.000000 Penalty: 28054.662109
Iteration 104Q: 14 clusters Score -6.474577e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 44438 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 145884 members 
Mstep: Class 7 contains 3880 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45915 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 13 contains 89690 members 
Mstep: Class 14 contains 33237 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 68180 members 
Mstep: Class 17 contains 123438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745980.000000 Penalty: 28054.662109
Iteration 105Q: 14 clusters Score -6.474598e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 44480 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 145927 members 
Mstep: Class 7 contains 3820 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45919 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 13 contains 89668 members 
Mstep: Class 14 contains 33260 members 
Mstep: Class 15 contains 19582 members 
Mstep: Class 16 contains 68174 members 
Mstep: Class 17 contains 123647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746196.000000 Penalty: 28054.662109
Iteration 106Q: 14 clusters Score -6.47462e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 44514 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 145944 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45909 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 13 contains 89629 members 
Mstep: Class 14 contains 33288 members 
Mstep: Class 15 contains 19330 members 
Mstep: Class 16 contains 68159 members 
Mstep: Class 17 contains 123868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746564.000000 Penalty: 28054.662109
Iteration 107Q: 14 clusters Score -6.474656e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 44545 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 145974 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45906 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 13 contains 89573 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 19079 members 
Mstep: Class 16 contains 68156 members 
Mstep: Class 17 contains 124074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746904.000000 Penalty: 28054.662109
Iteration 108Q: 14 clusters Score -6.47469e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 44572 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 146043 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45894 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 13 contains 89503 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 18824 members 
Mstep: Class 16 contains 68147 members 
Mstep: Class 17 contains 124275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746956.000000 Penalty: 28054.662109
Iteration 109Q: 14 clusters Score -6.474696e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 44606 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146106 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45886 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 13 contains 89436 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 18571 members 
Mstep: Class 16 contains 68136 members 
Mstep: Class 17 contains 124446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747080.000000 Penalty: 28054.662109
Iteration 110Q: 14 clusters Score -6.474708e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 44636 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146171 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45879 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 13 contains 89379 members 
Mstep: Class 14 contains 33399 members 
Mstep: Class 15 contains 18313 members 
Mstep: Class 16 contains 68122 members 
Mstep: Class 17 contains 124617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747244.000000 Penalty: 28054.662109
Iteration 111Q: 14 clusters Score -6.474724e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 44664 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146240 members 
Mstep: Class 7 contains 3933 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45875 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 13 contains 89332 members 
Mstep: Class 14 contains 33436 members 
Mstep: Class 15 contains 18072 members 
Mstep: Class 16 contains 68106 members 
Mstep: Class 17 contains 124772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747220.000000 Penalty: 28054.662109
Iteration 112Q: 14 clusters Score -6.474722e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 44702 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146323 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45869 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 13 contains 89294 members 
Mstep: Class 14 contains 33473 members 
Mstep: Class 15 contains 17794 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 124920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747280.000000 Penalty: 28054.662109
Iteration 113Q: 14 clusters Score -6.474728e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 44741 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 146383 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45866 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 13 contains 89252 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 17525 members 
Mstep: Class 16 contains 68091 members 
Mstep: Class 17 contains 125090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747296.000000 Penalty: 28054.662109
Iteration 114Q: 14 clusters Score -6.47473e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 44779 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 146428 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45864 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 13 contains 89220 members 
Mstep: Class 14 contains 33551 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 68083 members 
Mstep: Class 17 contains 125267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747344.000000 Penalty: 28054.662109
Iteration 115Q: 14 clusters Score -6.474734e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 44812 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 146436 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 192 members 
Mstep: Class 9 contains 45862 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 13 contains 89197 members 
Mstep: Class 14 contains 33608 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 125429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747444.000000 Penalty: 28054.662109
Iteration 116Q: 14 clusters Score -6.474744e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 44827 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 146458 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 191 members 
Mstep: Class 9 contains 45853 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 13 contains 89175 members 
Mstep: Class 14 contains 33648 members 
Mstep: Class 15 contains 16810 members 
Mstep: Class 16 contains 68060 members 
Mstep: Class 17 contains 125595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747480.000000 Penalty: 28054.662109
Iteration 117Q: 14 clusters Score -6.474748e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 44858 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 146474 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45840 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 13 contains 89159 members 
Mstep: Class 14 contains 33702 members 
Mstep: Class 15 contains 16589 members 
Mstep: Class 16 contains 68052 members 
Mstep: Class 17 contains 125741 members 
Entering Unmasked Estep 
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Iteration 118Q: 14 clusters Score -6.474753e+07 nChanged 554
Entering ConstructFrom: 
Score: -64747532.000000 Penalty: 28054.662109
Entering ConstructFrom: 
Trying to split cluster 1 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -627634.062500 Penalty: 1409.251099
	Iteration 0F: 2 clusters Score -627634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -623144.125000 Penalty: 2818.502197
	Iteration 0F: 3 clusters Score -623144.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -624434.187500 Penalty: 2818.502197
	Iteration 1F: 3 clusters Score -624434.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -624657.187500 Penalty: 2818.502197
	Iteration 2F: 3 clusters Score -624657.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -624877.750000 Penalty: 2818.502197
	Iteration 3F: 3 clusters Score -624877.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -625190.437500 Penalty: 2818.502197
	Iteration 4F: 3 clusters Score -625190.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -625604.500000 Penalty: 2818.502197
	Iteration 5F: 3 clusters Score -625604.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -626021.437500 Penalty: 2818.502197
	Iteration 6F: 3 clusters Score -626021.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -626401.750000 Penalty: 2818.502197
	Iteration 7F: 3 clusters Score -626401.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -626668.687500 Penalty: 2818.502197
	Iteration 8F: 3 clusters Score -626668.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -626874.500000 Penalty: 2818.502197
	Iteration 9Q: 3 clusters Score -626874.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -627004.500000 Penalty: 2818.502197
	Iteration 10Q: 3 clusters Score -627004.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -627074.375000 Penalty: 2818.502197
	Iteration 11Q: 3 clusters Score -627074.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -627114.625000 Penalty: 2818.502197
	Iteration 12Q: 3 clusters Score -627114.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -627141.000000 Penalty: 2818.502197
	Iteration 13Q: 3 clusters Score -627141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -627161.875000 Penalty: 2818.502197
	Iteration 14Q: 3 clusters Score -627161.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -627180.562500 Penalty: 2818.502197
	Iteration 15Q: 3 clusters Score -627180.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -627202.187500 Penalty: 2818.502197
	Iteration 16Q: 3 clusters Score -627202.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -627217.187500 Penalty: 2818.502197
	Iteration 17Q: 3 clusters Score -627217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -627224.687500 Penalty: 2818.502197
	Iteration 18Q: 3 clusters Score -627224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -627231.875000 Penalty: 2818.502197
	Iteration 19Q: 3 clusters Score -627231.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -627241.937500 Penalty: 2818.502197
	Iteration 20F: 3 clusters Score -627241.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -627249.937500 Penalty: 2818.502197
	Iteration 21Q: 3 clusters Score -627249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -627254.062500 Penalty: 2818.502197
	Iteration 22Q: 3 clusters Score -627254.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -627264.875000 Penalty: 2818.502197
	Iteration 23Q: 3 clusters Score -627264.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -627271.750000 Penalty: 2818.502197
	Iteration 24Q: 3 clusters Score -627271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -627278.000000 Penalty: 2818.502197
	Iteration 25Q: 3 clusters Score -627278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -627283.750000 Penalty: 2818.502197
	Iteration 26Q: 3 clusters Score -627283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -627290.062500 Penalty: 2818.502197
	Iteration 27Q: 3 clusters Score -627290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -627294.250000 Penalty: 2818.502197
	Iteration 28Q: 3 clusters Score -627294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -627296.000000 Penalty: 2818.502197
	Iteration 29Q: 3 clusters Score -627296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -627296.625000 Penalty: 2818.502197
	Iteration 30Q: 3 clusters Score -627296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -627298.187500 Penalty: 2818.502197
	Iteration 31Q: 3 clusters Score -627298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -627298.187500 Penalty: 2818.502197
	Iteration 32Q: 3 clusters Score -627298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -627297.875000 Penalty: 2818.502197
	Iteration 33Q: 3 clusters Score -627297.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -627297.875000 Penalty: 2818.502197
	Iteration 34F: 3 clusters Score -627297.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Entering Unmasked Estep 
Score: -5112040.000000 Penalty: 1740.691650
	Iteration 0F: 2 clusters Score -5112040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5082180.500000 Penalty: 3481.383301
	Iteration 0F: 3 clusters Score -5082180 nChanged 20815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5093884.000000 Penalty: 3481.383301
	Iteration 1F: 3 clusters Score -5093884 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5094547.500000 Penalty: 3481.383301
	Iteration 2Q: 3 clusters Score -5094548 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5095324.000000 Penalty: 3481.383301
	Iteration 3Q: 3 clusters Score -5095324 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -5096153.500000 Penalty: 3481.383301
	Iteration 4Q: 3 clusters Score -5096154 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5097097.500000 Penalty: 3481.383301
	Iteration 5Q: 3 clusters Score -5097098 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5098035.500000 Penalty: 3481.383301
	Iteration 6Q: 3 clusters Score -5098036 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5099037.500000 Penalty: 3481.383301
	Iteration 7Q: 3 clusters Score -5099038 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5100227.500000 Penalty: 3481.383301
	Iteration 8Q: 3 clusters Score -5100228 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5101402.000000 Penalty: 3481.383301
	Iteration 9Q: 3 clusters Score -5101402 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -5102600.000000 Penalty: 3481.383301
	Iteration 10Q: 3 clusters Score -5102600 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -5103728.500000 Penalty: 3481.383301
	Iteration 11Q: 3 clusters Score -5103728 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -5104755.500000 Penalty: 3481.383301
	Iteration 12Q: 3 clusters Score -5104756 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5105461.000000 Penalty: 3481.383301
	Iteration 13Q: 3 clusters Score -5105461 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5105871.000000 Penalty: 3481.383301
	Iteration 14Q: 3 clusters Score -5105871 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -5106197.000000 Penalty: 3481.383301
	Iteration 15Q: 3 clusters Score -5106197 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5106451.000000 Penalty: 3481.383301
	Iteration 16Q: 3 clusters Score -5106451 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -5106719.500000 Penalty: 3481.383301
	Iteration 17Q: 3 clusters Score -5106720 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -5106960.500000 Penalty: 3481.383301
	Iteration 18Q: 3 clusters Score -5106960 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -5107232.500000 Penalty: 3481.383301
	Iteration 19Q: 3 clusters Score -5107232 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -5107497.500000 Penalty: 3481.383301
	Iteration 20F: 3 clusters Score -5107498 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5107765.000000 Penalty: 3481.383301
	Iteration 21Q: 3 clusters Score -5107765 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5108041.500000 Penalty: 3481.383301
	Iteration 22Q: 3 clusters Score -5108042 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5108290.000000 Penalty: 3481.383301
	Iteration 23Q: 3 clusters Score -5108290 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5108566.500000 Penalty: 3481.383301
	Iteration 24Q: 3 clusters Score -5108566 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5108806.500000 Penalty: 3481.383301
	Iteration 25Q: 3 clusters Score -5108806 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5109047.000000 Penalty: 3481.383301
	Iteration 26Q: 3 clusters Score -5109047 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5109249.000000 Penalty: 3481.383301
	Iteration 27Q: 3 clusters Score -5109249 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5109441.500000 Penalty: 3481.383301
	Iteration 28Q: 3 clusters Score -5109442 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5109597.000000 Penalty: 3481.383301
	Iteration 29Q: 3 clusters Score -5109597 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5109731.000000 Penalty: 3481.383301
	Iteration 30Q: 3 clusters Score -5109731 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -5109860.000000 Penalty: 3481.383301
	Iteration 31Q: 3 clusters Score -5109860 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -5109964.000000 Penalty: 3481.383301
	Iteration 32Q: 3 clusters Score -5109964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5110087.000000 Penalty: 3481.383301
	Iteration 33Q: 3 clusters Score -5110087 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5110177.500000 Penalty: 3481.383301
	Iteration 34Q: 3 clusters Score -5110178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -5110276.500000 Penalty: 3481.383301
	Iteration 35Q: 3 clusters Score -5110276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5110356.000000 Penalty: 3481.383301
	Iteration 36Q: 3 clusters Score -5110356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5110416.000000 Penalty: 3481.383301
	Iteration 37Q: 3 clusters Score -5110416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5110439.500000 Penalty: 3481.383301
	Iteration 38Q: 3 clusters Score -5110440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5110487.000000 Penalty: 3481.383301
	Iteration 39Q: 3 clusters Score -5110487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -5110501.500000 Penalty: 3481.383301
	Iteration 40F: 3 clusters Score -5110502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5110517.500000 Penalty: 3481.383301
	Iteration 41Q: 3 clusters Score -5110518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5110526.000000 Penalty: 3481.383301
	Iteration 42Q: 3 clusters Score -5110526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5110539.000000 Penalty: 3481.383301
	Iteration 43Q: 3 clusters Score -5110539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5110545.500000 Penalty: 3481.383301
	Iteration 44Q: 3 clusters Score -5110546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -5110557.000000 Penalty: 3481.383301
	Iteration 45Q: 3 clusters Score -5110557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5110562.000000 Penalty: 3481.383301
	Iteration 46Q: 3 clusters Score -5110562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5110574.000000 Penalty: 3481.383301
	Iteration 47Q: 3 clusters Score -5110574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -5110580.500000 Penalty: 3481.383301
	Iteration 48Q: 3 clusters Score -5110580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5110591.500000 Penalty: 3481.383301
	Iteration 49Q: 3 clusters Score -5110592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -5110602.000000 Penalty: 3481.383301
	Iteration 50Q: 3 clusters Score -5110602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5110612.500000 Penalty: 3481.383301
	Iteration 51Q: 3 clusters Score -5110612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5110613.500000 Penalty: 3481.383301
	Iteration 52Q: 3 clusters Score -5110614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -5110620.000000 Penalty: 3481.383301
	Iteration 53Q: 3 clusters Score -5110620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5110627.500000 Penalty: 3481.383301
	Iteration 54Q: 3 clusters Score -5110628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5110631.500000 Penalty: 3481.383301
	Iteration 55Q: 3 clusters Score -5110632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5110632.000000 Penalty: 3481.383301
	Iteration 56Q: 3 clusters Score -5110632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5110633.000000 Penalty: 3481.383301
	Iteration 57Q: 3 clusters Score -5110633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5110635.000000 Penalty: 3481.383301
	Iteration 58Q: 3 clusters Score -5110635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5110634.000000 Penalty: 3481.383301
	Iteration 59Q: 3 clusters Score -5110634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5110632.000000 Penalty: 3481.383301
	Iteration 60F: 3 clusters Score -5110632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5110627.000000 Penalty: 3481.383301
	Iteration 61Q: 3 clusters Score -5110627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5110627.000000 Penalty: 3481.383301
	Iteration 62F: 3 clusters Score -5110627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -186871.812500 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -186871.8 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 822 members 
Entering Unmasked Estep 
Score: -184949.390625 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -184949.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185302.484375 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -185302.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185401.531250 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -185401.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -185454.640625 Penalty: 2408.755859
	Iteration 3Q: 3 clusters Score -185454.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185483.562500 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -185483.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185513.718750 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -185513.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185538.281250 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -185538.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185560.687500 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -185560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185574.968750 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -185575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185586.937500 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -185586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185592.234375 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -185592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185597.500000 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -185597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185598.296875 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -185598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185601.078125 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -185601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -185606.687500 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -185606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185609.109375 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -185609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185609.156250 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -185609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185609.156250 Penalty: 2408.755859
	Iteration 17F: 3 clusters Score -185609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (146528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146528 members 
Entering Unmasked Estep 
Score: -16530078.000000 Penalty: 1932.932983
	Iteration 0F: 2 clusters Score -1.653008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -16434909.000000 Penalty: 3865.865967
	Iteration 0F: 3 clusters Score -1.643491e+07 nChanged 70603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -16475824.000000 Penalty: 3865.865967
	Iteration 1F: 3 clusters Score -1.647582e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -16476728.000000 Penalty: 3865.865967
	Iteration 2Q: 3 clusters Score -1.647673e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -16478224.000000 Penalty: 3865.865967
	Iteration 3Q: 3 clusters Score -1.647822e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -16480936.000000 Penalty: 3865.865967
	Iteration 4Q: 3 clusters Score -1.648094e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -16485736.000000 Penalty: 3865.865967
	Iteration 5F: 3 clusters Score -1.648574e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -16494301.000000 Penalty: 3865.865967
	Iteration 6F: 3 clusters Score -1.64943e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -16506645.000000 Penalty: 3865.865967
	Iteration 7F: 3 clusters Score -1.650664e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 134958 members 
Entering Unmasked Estep 
Score: -16518026.000000 Penalty: 3865.865967
	Iteration 8F: 3 clusters Score -1.651803e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -16524687.000000 Penalty: 3865.865967
	Iteration 9Q: 3 clusters Score -1.652469e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -16527191.000000 Penalty: 3865.865967
	Iteration 10Q: 3 clusters Score -1.652719e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -16528052.000000 Penalty: 3865.865967
	Iteration 11Q: 3 clusters Score -1.652805e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 145724 members 
Entering Unmasked Estep 
Score: -16528411.000000 Penalty: 3865.865967
	Iteration 12Q: 3 clusters Score -1.652841e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -16528638.000000 Penalty: 3865.865967
	Iteration 13Q: 3 clusters Score -1.652864e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 145785 members 
Entering Unmasked Estep 
Score: -16528776.000000 Penalty: 3865.865967
	Iteration 14Q: 3 clusters Score -1.652878e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -16528884.000000 Penalty: 3865.865967
	Iteration 15Q: 3 clusters Score -1.652888e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -16528962.000000 Penalty: 3865.865967
	Iteration 16Q: 3 clusters Score -1.652896e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -16529012.000000 Penalty: 3865.865967
	Iteration 17Q: 3 clusters Score -1.652901e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 145678 members 
Entering Unmasked Estep 
Score: -16529002.000000 Penalty: 3865.865967
	Iteration 18Q: 3 clusters Score -1.6529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -16529034.000000 Penalty: 3865.865967
	Iteration 19Q: 3 clusters Score -1.652903e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -16529104.000000 Penalty: 3865.865967
	Iteration 20F: 3 clusters Score -1.65291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -16529119.000000 Penalty: 3865.865967
	Iteration 21Q: 3 clusters Score -1.652912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -16529123.000000 Penalty: 3865.865967
	Iteration 22Q: 3 clusters Score -1.652912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 145584 members 
Entering Unmasked Estep 
Score: -16529118.000000 Penalty: 3865.865967
	Iteration 23Q: 3 clusters Score -1.652912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 145574 members 
Entering Unmasked Estep 
Score: -16529127.000000 Penalty: 3865.865967
	Iteration 24Q: 3 clusters Score -1.652913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 145568 members 
Entering Unmasked Estep 
Score: -16529133.000000 Penalty: 3865.865967
	Iteration 25Q: 3 clusters Score -1.652913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -16529137.000000 Penalty: 3865.865967
	Iteration 26Q: 3 clusters Score -1.652914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 145557 members 
Entering Unmasked Estep 
Score: -16529136.000000 Penalty: 3865.865967
	Iteration 27Q: 3 clusters Score -1.652914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -16529137.000000 Penalty: 3865.865967
	Iteration 28Q: 3 clusters Score -1.652914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -16529144.000000 Penalty: 3865.865967
	Iteration 29Q: 3 clusters Score -1.652914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 145525 members 
Entering Unmasked Estep 
Score: -16529140.000000 Penalty: 3865.865967
	Iteration 30Q: 3 clusters Score -1.652914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 145511 members 
Entering Unmasked Estep 
Score: -16529146.000000 Penalty: 3865.865967
	Iteration 31Q: 3 clusters Score -1.652915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -16529153.000000 Penalty: 3865.865967
	Iteration 32Q: 3 clusters Score -1.652915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -16529154.000000 Penalty: 3865.865967
	Iteration 33Q: 3 clusters Score -1.652915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 145485 members 
Entering Unmasked Estep 
Score: -16529168.000000 Penalty: 3865.865967
	Iteration 34Q: 3 clusters Score -1.652917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -16529163.000000 Penalty: 3865.865967
	Iteration 35Q: 3 clusters Score -1.652916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -16529175.000000 Penalty: 3865.865967
	Iteration 36Q: 3 clusters Score -1.652918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 145459 members 
Entering Unmasked Estep 
Score: -16529189.000000 Penalty: 3865.865967
	Iteration 37Q: 3 clusters Score -1.652919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 145450 members 
Entering Unmasked Estep 
Score: -16529183.000000 Penalty: 3865.865967
	Iteration 38Q: 3 clusters Score -1.652918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -16529199.000000 Penalty: 3865.865967
	Iteration 39Q: 3 clusters Score -1.65292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -16529201.000000 Penalty: 3865.865967
	Iteration 40F: 3 clusters Score -1.65292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 145433 members 
Entering Unmasked Estep 
Score: -16529216.000000 Penalty: 3865.865967
	Iteration 41Q: 3 clusters Score -1.652922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -16529220.000000 Penalty: 3865.865967
	Iteration 42Q: 3 clusters Score -1.652922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -16529212.000000 Penalty: 3865.865967
	Iteration 43Q: 3 clusters Score -1.652921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -16529211.000000 Penalty: 3865.865967
	Iteration 44Q: 3 clusters Score -1.652921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -16529211.000000 Penalty: 3865.865967
	Iteration 45F: 3 clusters Score -1.652921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -449543.875000 Penalty: 1352.112305
	Iteration 0F: 2 clusters Score -449543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -446104.906250 Penalty: 2704.224609
	Iteration 0F: 3 clusters Score -446104.9 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -447061.843750 Penalty: 2704.224609
	Iteration 1F: 3 clusters Score -447061.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -447310.718750 Penalty: 2704.224609
	Iteration 2F: 3 clusters Score -447310.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -447536.562500 Penalty: 2704.224609
	Iteration 3F: 3 clusters Score -447536.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -447748.500000 Penalty: 2704.224609
	Iteration 4F: 3 clusters Score -447748.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -447929.781250 Penalty: 2704.224609
	Iteration 5F: 3 clusters Score -447929.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -448116.937500 Penalty: 2704.224609
	Iteration 6F: 3 clusters Score -448116.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -448301.656250 Penalty: 2704.224609
	Iteration 7F: 3 clusters Score -448301.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -448465.875000 Penalty: 2704.224609
	Iteration 8Q: 3 clusters Score -448465.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -448591.593750 Penalty: 2704.224609
	Iteration 9Q: 3 clusters Score -448591.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -448715.343750 Penalty: 2704.224609
	Iteration 10Q: 3 clusters Score -448715.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -448792.093750 Penalty: 2704.224609
	Iteration 11Q: 3 clusters Score -448792.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -448863.687500 Penalty: 2704.224609
	Iteration 12Q: 3 clusters Score -448863.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -448922.312500 Penalty: 2704.224609
	Iteration 13Q: 3 clusters Score -448922.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -448964.468750 Penalty: 2704.224609
	Iteration 14Q: 3 clusters Score -448964.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -449001.906250 Penalty: 2704.224609
	Iteration 15Q: 3 clusters Score -449001.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -449033.187500 Penalty: 2704.224609
	Iteration 16Q: 3 clusters Score -449033.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -449055.500000 Penalty: 2704.224609
	Iteration 17Q: 3 clusters Score -449055.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -449074.968750 Penalty: 2704.224609
	Iteration 18Q: 3 clusters Score -449075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -449089.750000 Penalty: 2704.224609
	Iteration 19Q: 3 clusters Score -449089.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -449105.437500 Penalty: 2704.224609
	Iteration 20F: 3 clusters Score -449105.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -449115.156250 Penalty: 2704.224609
	Iteration 21Q: 3 clusters Score -449115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -449128.093750 Penalty: 2704.224609
	Iteration 22Q: 3 clusters Score -449128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -449136.343750 Penalty: 2704.224609
	Iteration 23Q: 3 clusters Score -449136.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -449143.156250 Penalty: 2704.224609
	Iteration 24Q: 3 clusters Score -449143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -449146.656250 Penalty: 2704.224609
	Iteration 25Q: 3 clusters Score -449146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -449151.156250 Penalty: 2704.224609
	Iteration 26Q: 3 clusters Score -449151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -449153.656250 Penalty: 2704.224609
	Iteration 27Q: 3 clusters Score -449153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -449158.281250 Penalty: 2704.224609
	Iteration 28Q: 3 clusters Score -449158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -449160.875000 Penalty: 2704.224609
	Iteration 29Q: 3 clusters Score -449160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -449163.343750 Penalty: 2704.224609
	Iteration 30Q: 3 clusters Score -449163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -449163.375000 Penalty: 2704.224609
	Iteration 31Q: 3 clusters Score -449163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -449163.937500 Penalty: 2704.224609
	Iteration 32Q: 3 clusters Score -449163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -449164.062500 Penalty: 2704.224609
	Iteration 33Q: 3 clusters Score -449164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -449164.062500 Penalty: 2704.224609
	Iteration 34F: 3 clusters Score -449164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -15929.791016 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -15929.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15296.796875 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -15296.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15450.159180 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -15450.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15487.432617 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -15487.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15488.756836 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -15488.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15491.399414 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -15491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15493.716797 Penalty: 1705.282837
	Iteration 5Q: 3 clusters Score -15493.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15493.716797 Penalty: 1705.282837
	Iteration 6F: 3 clusters Score -15493.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Entering Unmasked Estep 
Score: -5226578.500000 Penalty: 1744.094604
	Iteration 0F: 2 clusters Score -5226578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5195999.500000 Penalty: 3488.189209
	Iteration 0F: 3 clusters Score -5196000 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5207694.500000 Penalty: 3488.189209
	Iteration 1F: 3 clusters Score -5207694 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5208241.500000 Penalty: 3488.189209
	Iteration 2Q: 3 clusters Score -5208242 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5208938.500000 Penalty: 3488.189209
	Iteration 3Q: 3 clusters Score -5208938 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5210050.500000 Penalty: 3488.189209
	Iteration 4Q: 3 clusters Score -5210050 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5211837.500000 Penalty: 3488.189209
	Iteration 5F: 3 clusters Score -5211838 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5214480.000000 Penalty: 3488.189209
	Iteration 6F: 3 clusters Score -5214480 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -5217584.000000 Penalty: 3488.189209
	Iteration 7F: 3 clusters Score -5217584 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5220182.000000 Penalty: 3488.189209
	Iteration 8F: 3 clusters Score -5220182 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5221803.500000 Penalty: 3488.189209
	Iteration 9Q: 3 clusters Score -5221804 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5222651.000000 Penalty: 3488.189209
	Iteration 10Q: 3 clusters Score -5222651 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5223197.000000 Penalty: 3488.189209
	Iteration 11Q: 3 clusters Score -5223197 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5223591.500000 Penalty: 3488.189209
	Iteration 12Q: 3 clusters Score -5223592 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5223868.000000 Penalty: 3488.189209
	Iteration 13Q: 3 clusters Score -5223868 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5224035.000000 Penalty: 3488.189209
	Iteration 14Q: 3 clusters Score -5224035 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5224174.500000 Penalty: 3488.189209
	Iteration 15Q: 3 clusters Score -5224174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5224284.000000 Penalty: 3488.189209
	Iteration 16Q: 3 clusters Score -5224284 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5224360.500000 Penalty: 3488.189209
	Iteration 17Q: 3 clusters Score -5224360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5224420.500000 Penalty: 3488.189209
	Iteration 18Q: 3 clusters Score -5224420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5224480.500000 Penalty: 3488.189209
	Iteration 19Q: 3 clusters Score -5224480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5224535.500000 Penalty: 3488.189209
	Iteration 20F: 3 clusters Score -5224536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5224577.500000 Penalty: 3488.189209
	Iteration 21Q: 3 clusters Score -5224578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5224612.000000 Penalty: 3488.189209
	Iteration 22Q: 3 clusters Score -5224612 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5224635.500000 Penalty: 3488.189209
	Iteration 23Q: 3 clusters Score -5224636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5224667.500000 Penalty: 3488.189209
	Iteration 24Q: 3 clusters Score -5224668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5224690.500000 Penalty: 3488.189209
	Iteration 25Q: 3 clusters Score -5224690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5224713.000000 Penalty: 3488.189209
	Iteration 26Q: 3 clusters Score -5224713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5224734.500000 Penalty: 3488.189209
	Iteration 27Q: 3 clusters Score -5224734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5224760.500000 Penalty: 3488.189209
	Iteration 28Q: 3 clusters Score -5224760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5224787.000000 Penalty: 3488.189209
	Iteration 29Q: 3 clusters Score -5224787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5224815.500000 Penalty: 3488.189209
	Iteration 30Q: 3 clusters Score -5224816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5224810.000000 Penalty: 3488.189209
	Iteration 31Q: 3 clusters Score -5224810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5224820.500000 Penalty: 3488.189209
	Iteration 32Q: 3 clusters Score -5224820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5224830.500000 Penalty: 3488.189209
	Iteration 33Q: 3 clusters Score -5224830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5224847.000000 Penalty: 3488.189209
	Iteration 34Q: 3 clusters Score -5224847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5224852.000000 Penalty: 3488.189209
	Iteration 35Q: 3 clusters Score -5224852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5224860.500000 Penalty: 3488.189209
	Iteration 36Q: 3 clusters Score -5224860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5224868.000000 Penalty: 3488.189209
	Iteration 37Q: 3 clusters Score -5224868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5224875.000000 Penalty: 3488.189209
	Iteration 38Q: 3 clusters Score -5224875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5224881.000000 Penalty: 3488.189209
	Iteration 39Q: 3 clusters Score -5224881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5224887.500000 Penalty: 3488.189209
	Iteration 40F: 3 clusters Score -5224888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5224893.500000 Penalty: 3488.189209
	Iteration 41Q: 3 clusters Score -5224894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5224901.500000 Penalty: 3488.189209
	Iteration 42Q: 3 clusters Score -5224902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5224904.000000 Penalty: 3488.189209
	Iteration 43Q: 3 clusters Score -5224904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5224905.500000 Penalty: 3488.189209
	Iteration 44Q: 3 clusters Score -5224906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5224900.500000 Penalty: 3488.189209
	Iteration 45Q: 3 clusters Score -5224900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5224902.500000 Penalty: 3488.189209
	Iteration 46Q: 3 clusters Score -5224902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5224897.500000 Penalty: 3488.189209
	Iteration 47Q: 3 clusters Score -5224898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5224899.500000 Penalty: 3488.189209
	Iteration 48Q: 3 clusters Score -5224900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 3488.189209
	Iteration 49Q: 3 clusters Score -5224893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5224896.000000 Penalty: 3488.189209
	Iteration 50Q: 3 clusters Score -5224896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5224896.500000 Penalty: 3488.189209
	Iteration 51Q: 3 clusters Score -5224896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5224893.000000 Penalty: 3488.189209
	Iteration 52Q: 3 clusters Score -5224893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5224894.500000 Penalty: 3488.189209
	Iteration 53Q: 3 clusters Score -5224894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5224903.500000 Penalty: 3488.189209
	Iteration 54Q: 3 clusters Score -5224904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5224903.500000 Penalty: 3488.189209
	Iteration 55Q: 3 clusters Score -5224904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5224907.000000 Penalty: 3488.189209
	Iteration 56Q: 3 clusters Score -5224907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5224902.500000 Penalty: 3488.189209
	Iteration 57Q: 3 clusters Score -5224902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5224913.500000 Penalty: 3488.189209
	Iteration 58Q: 3 clusters Score -5224914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5224909.000000 Penalty: 3488.189209
	Iteration 59Q: 3 clusters Score -5224909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5224908.500000 Penalty: 3488.189209
	Iteration 60F: 3 clusters Score -5224908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5224912.000000 Penalty: 3488.189209
	Iteration 61Q: 3 clusters Score -5224912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5224909.500000 Penalty: 3488.189209
	Iteration 62Q: 3 clusters Score -5224910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5224909.500000 Penalty: 3488.189209
	Iteration 63F: 3 clusters Score -5224910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -350335.843750 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -350335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -347493.281250 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -347493.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -348402.687500 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -348402.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -348674.875000 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -348674.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -348938.218750 Penalty: 2637.252930
	Iteration 3F: 3 clusters Score -348938.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -349170.750000 Penalty: 2637.252930
	Iteration 4F: 3 clusters Score -349170.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -349346.250000 Penalty: 2637.252930
	Iteration 5F: 3 clusters Score -349346.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -349482.906250 Penalty: 2637.252930
	Iteration 6Q: 3 clusters Score -349482.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -349561.687500 Penalty: 2637.252930
	Iteration 7Q: 3 clusters Score -349561.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -349603.781250 Penalty: 2637.252930
	Iteration 8Q: 3 clusters Score -349603.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -349638.156250 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -349638.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -349656.562500 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -349656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -349669.875000 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -349669.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -349681.406250 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -349681.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -349695.906250 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -349695.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -349713.625000 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -349713.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -349729.781250 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -349729.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -349752.843750 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -349752.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -349774.062500 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -349774.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -349810.218750 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -349810.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -349859.562500 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -349859.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -349888.812500 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -349888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -349917.093750 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -349917.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -349942.843750 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -349942.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -349960.781250 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -349960.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -349978.437500 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -349978.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -350013.000000 Penalty: 2637.252930
	Iteration 25Q: 3 clusters Score -350013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350069.718750 Penalty: 2637.252930
	Iteration 26Q: 3 clusters Score -350069.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -350138.843750 Penalty: 2637.252930
	Iteration 27Q: 3 clusters Score -350138.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350195.468750 Penalty: 2637.252930
	Iteration 28Q: 3 clusters Score -350195.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350226.843750 Penalty: 2637.252930
	Iteration 29Q: 3 clusters Score -350226.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -350248.406250 Penalty: 2637.252930
	Iteration 30Q: 3 clusters Score -350248.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -350260.968750 Penalty: 2637.252930
	Iteration 31Q: 3 clusters Score -350261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -350263.468750 Penalty: 2637.252930
	Iteration 32Q: 3 clusters Score -350263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -350264.250000 Penalty: 2637.252930
	Iteration 33Q: 3 clusters Score -350264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -350264.500000 Penalty: 2637.252930
	Iteration 34Q: 3 clusters Score -350264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -350267.187500 Penalty: 2637.252930
	Iteration 35Q: 3 clusters Score -350267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -350271.156250 Penalty: 2637.252930
	Iteration 36Q: 3 clusters Score -350271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -350271.187500 Penalty: 2637.252930
	Iteration 37Q: 3 clusters Score -350271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -350272.937500 Penalty: 2637.252930
	Iteration 38Q: 3 clusters Score -350272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -350274.000000 Penalty: 2637.252930
	Iteration 39Q: 3 clusters Score -350274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -350274.125000 Penalty: 2637.252930
	Iteration 40F: 3 clusters Score -350274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -350275.093750 Penalty: 2637.252930
	Iteration 41Q: 3 clusters Score -350275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -350275.625000 Penalty: 2637.252930
	Iteration 42Q: 3 clusters Score -350275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -350276.156250 Penalty: 2637.252930
	Iteration 43Q: 3 clusters Score -350276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -350276.718750 Penalty: 2637.252930
	Iteration 44Q: 3 clusters Score -350276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -350276.781250 Penalty: 2637.252930
	Iteration 45Q: 3 clusters Score -350276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -350276.781250 Penalty: 2637.252930
	Iteration 46F: 3 clusters Score -350276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Entering Unmasked Estep 
Score: -9953930.000000 Penalty: 1852.163696
	Iteration 0F: 2 clusters Score -9953930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -9894433.000000 Penalty: 3704.327393
	Iteration 0F: 3 clusters Score -9894433 nChanged 42593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9919260.000000 Penalty: 3704.327393
	Iteration 1F: 3 clusters Score -9919260 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -9920257.000000 Penalty: 3704.327393
	Iteration 2Q: 3 clusters Score -9920257 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -9921677.000000 Penalty: 3704.327393
	Iteration 3Q: 3 clusters Score -9921677 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -9923828.000000 Penalty: 3704.327393
	Iteration 4F: 3 clusters Score -9923828 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -9926820.000000 Penalty: 3704.327393
	Iteration 5F: 3 clusters Score -9926820 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -9931120.000000 Penalty: 3704.327393
	Iteration 6F: 3 clusters Score -9931120 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -9936296.000000 Penalty: 3704.327393
	Iteration 7F: 3 clusters Score -9936296 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -9941747.000000 Penalty: 3704.327393
	Iteration 8F: 3 clusters Score -9941747 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -9946210.000000 Penalty: 3704.327393
	Iteration 9F: 3 clusters Score -9946210 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9949150.000000 Penalty: 3704.327393
	Iteration 10Q: 3 clusters Score -9949150 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9950795.000000 Penalty: 3704.327393
	Iteration 11Q: 3 clusters Score -9950795 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9951695.000000 Penalty: 3704.327393
	Iteration 12Q: 3 clusters Score -9951695 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9952139.000000 Penalty: 3704.327393
	Iteration 13Q: 3 clusters Score -9952139 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9952294.000000 Penalty: 3704.327393
	Iteration 14Q: 3 clusters Score -9952294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9952360.000000 Penalty: 3704.327393
	Iteration 15Q: 3 clusters Score -9952360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9952397.000000 Penalty: 3704.327393
	Iteration 16Q: 3 clusters Score -9952397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9952419.000000 Penalty: 3704.327393
	Iteration 17Q: 3 clusters Score -9952419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9952436.000000 Penalty: 3704.327393
	Iteration 18Q: 3 clusters Score -9952436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9952438.000000 Penalty: 3704.327393
	Iteration 19Q: 3 clusters Score -9952438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9952455.000000 Penalty: 3704.327393
	Iteration 20F: 3 clusters Score -9952455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9952457.000000 Penalty: 3704.327393
	Iteration 21Q: 3 clusters Score -9952457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9952461.000000 Penalty: 3704.327393
	Iteration 22Q: 3 clusters Score -9952461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9952468.000000 Penalty: 3704.327393
	Iteration 23Q: 3 clusters Score -9952468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9952473.000000 Penalty: 3704.327393
	Iteration 24Q: 3 clusters Score -9952473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9952471.000000 Penalty: 3704.327393
	Iteration 25Q: 3 clusters Score -9952471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9952475.000000 Penalty: 3704.327393
	Iteration 26Q: 3 clusters Score -9952475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9952476.000000 Penalty: 3704.327393
	Iteration 27Q: 3 clusters Score -9952476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9952480.000000 Penalty: 3704.327393
	Iteration 28Q: 3 clusters Score -9952480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9952482.000000 Penalty: 3704.327393
	Iteration 29Q: 3 clusters Score -9952482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9952474.000000 Penalty: 3704.327393
	Iteration 30Q: 3 clusters Score -9952474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9952475.000000 Penalty: 3704.327393
	Iteration 31Q: 3 clusters Score -9952475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9952475.000000 Penalty: 3704.327393
	Iteration 32F: 3 clusters Score -9952475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Entering Unmasked Estep 
Score: -3724942.500000 Penalty: 1694.301147
	Iteration 0F: 2 clusters Score -3724942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3702330.000000 Penalty: 3388.602295
	Iteration 0F: 3 clusters Score -3702330 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3710956.250000 Penalty: 3388.602295
	Iteration 1F: 3 clusters Score -3710956 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3711407.750000 Penalty: 3388.602295
	Iteration 2Q: 3 clusters Score -3711408 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3711991.250000 Penalty: 3388.602295
	Iteration 3Q: 3 clusters Score -3711991 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3712840.250000 Penalty: 3388.602295
	Iteration 4F: 3 clusters Score -3712840 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3714114.500000 Penalty: 3388.602295
	Iteration 5F: 3 clusters Score -3714114 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3715825.500000 Penalty: 3388.602295
	Iteration 6F: 3 clusters Score -3715826 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3717938.250000 Penalty: 3388.602295
	Iteration 7F: 3 clusters Score -3717938 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3719949.000000 Penalty: 3388.602295
	Iteration 8F: 3 clusters Score -3719949 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3721433.250000 Penalty: 3388.602295
	Iteration 9Q: 3 clusters Score -3721433 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3722272.500000 Penalty: 3388.602295
	Iteration 10Q: 3 clusters Score -3722272 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3722748.000000 Penalty: 3388.602295
	Iteration 11Q: 3 clusters Score -3722748 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3722993.000000 Penalty: 3388.602295
	Iteration 12Q: 3 clusters Score -3722993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3723114.000000 Penalty: 3388.602295
	Iteration 13Q: 3 clusters Score -3723114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3723186.750000 Penalty: 3388.602295
	Iteration 14Q: 3 clusters Score -3723187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3723233.250000 Penalty: 3388.602295
	Iteration 15Q: 3 clusters Score -3723233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3723271.000000 Penalty: 3388.602295
	Iteration 16Q: 3 clusters Score -3723271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3723308.750000 Penalty: 3388.602295
	Iteration 17Q: 3 clusters Score -3723309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3723347.000000 Penalty: 3388.602295
	Iteration 18Q: 3 clusters Score -3723347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3723372.750000 Penalty: 3388.602295
	Iteration 19Q: 3 clusters Score -3723373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3723390.000000 Penalty: 3388.602295
	Iteration 20F: 3 clusters Score -3723390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3723397.000000 Penalty: 3388.602295
	Iteration 21Q: 3 clusters Score -3723397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3723406.750000 Penalty: 3388.602295
	Iteration 22Q: 3 clusters Score -3723407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3723413.000000 Penalty: 3388.602295
	Iteration 23Q: 3 clusters Score -3723413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3723419.750000 Penalty: 3388.602295
	Iteration 24Q: 3 clusters Score -3723420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3723421.250000 Penalty: 3388.602295
	Iteration 25Q: 3 clusters Score -3723421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3723417.250000 Penalty: 3388.602295
	Iteration 26Q: 3 clusters Score -3723417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3723421.750000 Penalty: 3388.602295
	Iteration 27Q: 3 clusters Score -3723422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3723424.750000 Penalty: 3388.602295
	Iteration 28Q: 3 clusters Score -3723425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3723434.250000 Penalty: 3388.602295
	Iteration 29Q: 3 clusters Score -3723434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3723443.000000 Penalty: 3388.602295
	Iteration 30Q: 3 clusters Score -3723443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3723440.000000 Penalty: 3388.602295
	Iteration 31Q: 3 clusters Score -3723440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3723437.250000 Penalty: 3388.602295
	Iteration 32Q: 3 clusters Score -3723437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3723437.750000 Penalty: 3388.602295
	Iteration 33Q: 3 clusters Score -3723438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3723441.500000 Penalty: 3388.602295
	Iteration 34Q: 3 clusters Score -3723442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3723439.000000 Penalty: 3388.602295
	Iteration 35Q: 3 clusters Score -3723439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3723438.750000 Penalty: 3388.602295
	Iteration 36Q: 3 clusters Score -3723439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3723442.000000 Penalty: 3388.602295
	Iteration 37Q: 3 clusters Score -3723442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3723441.250000 Penalty: 3388.602295
	Iteration 38Q: 3 clusters Score -3723441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3723440.000000 Penalty: 3388.602295
	Iteration 39Q: 3 clusters Score -3723440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3723440.500000 Penalty: 3388.602295
	Iteration 40F: 3 clusters Score -3723440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Entering Unmasked Estep 
Score: -1865523.000000 Penalty: 1576.611938
	Iteration 0F: 2 clusters Score -1865523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1854318.250000 Penalty: 3153.223877
	Iteration 0F: 3 clusters Score -1854318 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1858282.625000 Penalty: 3153.223877
	Iteration 1F: 3 clusters Score -1858283 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1858619.000000 Penalty: 3153.223877
	Iteration 2F: 3 clusters Score -1858619 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1858940.750000 Penalty: 3153.223877
	Iteration 3Q: 3 clusters Score -1858941 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1859279.125000 Penalty: 3153.223877
	Iteration 4Q: 3 clusters Score -1859279 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1859716.125000 Penalty: 3153.223877
	Iteration 5F: 3 clusters Score -1859716 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1860260.125000 Penalty: 3153.223877
	Iteration 6F: 3 clusters Score -1860260 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1860910.625000 Penalty: 3153.223877
	Iteration 7F: 3 clusters Score -1860911 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1861678.250000 Penalty: 3153.223877
	Iteration 8F: 3 clusters Score -1861678 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1862201.375000 Penalty: 3153.223877
	Iteration 9F: 3 clusters Score -1862201 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1862451.000000 Penalty: 3153.223877
	Iteration 10Q: 3 clusters Score -1862451 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1862574.250000 Penalty: 3153.223877
	Iteration 11Q: 3 clusters Score -1862574 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1862653.625000 Penalty: 3153.223877
	Iteration 12Q: 3 clusters Score -1862654 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1862712.000000 Penalty: 3153.223877
	Iteration 13Q: 3 clusters Score -1862712 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1862755.500000 Penalty: 3153.223877
	Iteration 14Q: 3 clusters Score -1862756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1862779.875000 Penalty: 3153.223877
	Iteration 15Q: 3 clusters Score -1862780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1862804.375000 Penalty: 3153.223877
	Iteration 16Q: 3 clusters Score -1862804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1862832.750000 Penalty: 3153.223877
	Iteration 17Q: 3 clusters Score -1862833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1862861.750000 Penalty: 3153.223877
	Iteration 18Q: 3 clusters Score -1862862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1862891.500000 Penalty: 3153.223877
	Iteration 19Q: 3 clusters Score -1862892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1862916.250000 Penalty: 3153.223877
	Iteration 20F: 3 clusters Score -1862916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1862937.250000 Penalty: 3153.223877
	Iteration 21Q: 3 clusters Score -1862937 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1862966.250000 Penalty: 3153.223877
	Iteration 22Q: 3 clusters Score -1862966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1862999.250000 Penalty: 3153.223877
	Iteration 23Q: 3 clusters Score -1862999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1863022.375000 Penalty: 3153.223877
	Iteration 24Q: 3 clusters Score -1863022 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1863048.500000 Penalty: 3153.223877
	Iteration 25Q: 3 clusters Score -1863048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1863067.250000 Penalty: 3153.223877
	Iteration 26Q: 3 clusters Score -1863067 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1863094.625000 Penalty: 3153.223877
	Iteration 27Q: 3 clusters Score -1863095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1863114.125000 Penalty: 3153.223877
	Iteration 28Q: 3 clusters Score -1863114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1863145.250000 Penalty: 3153.223877
	Iteration 29Q: 3 clusters Score -1863145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1863180.250000 Penalty: 3153.223877
	Iteration 30Q: 3 clusters Score -1863180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1863211.000000 Penalty: 3153.223877
	Iteration 31Q: 3 clusters Score -1863211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1863231.875000 Penalty: 3153.223877
	Iteration 32Q: 3 clusters Score -1863232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1863245.875000 Penalty: 3153.223877
	Iteration 33Q: 3 clusters Score -1863246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1863259.000000 Penalty: 3153.223877
	Iteration 34Q: 3 clusters Score -1863259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1863262.250000 Penalty: 3153.223877
	Iteration 35Q: 3 clusters Score -1863262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1863275.750000 Penalty: 3153.223877
	Iteration 36Q: 3 clusters Score -1863276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1863284.750000 Penalty: 3153.223877
	Iteration 37Q: 3 clusters Score -1863285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1863298.000000 Penalty: 3153.223877
	Iteration 38Q: 3 clusters Score -1863298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1863313.625000 Penalty: 3153.223877
	Iteration 39Q: 3 clusters Score -1863314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1863328.750000 Penalty: 3153.223877
	Iteration 40F: 3 clusters Score -1863329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1863335.250000 Penalty: 3153.223877
	Iteration 41Q: 3 clusters Score -1863335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1863348.000000 Penalty: 3153.223877
	Iteration 42Q: 3 clusters Score -1863348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1863364.000000 Penalty: 3153.223877
	Iteration 43Q: 3 clusters Score -1863364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1863388.750000 Penalty: 3153.223877
	Iteration 44Q: 3 clusters Score -1863389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1863396.375000 Penalty: 3153.223877
	Iteration 45Q: 3 clusters Score -1863396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1863409.125000 Penalty: 3153.223877
	Iteration 46Q: 3 clusters Score -1863409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1863430.000000 Penalty: 3153.223877
	Iteration 47Q: 3 clusters Score -1863430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1863444.875000 Penalty: 3153.223877
	Iteration 48Q: 3 clusters Score -1863445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1863466.875000 Penalty: 3153.223877
	Iteration 49Q: 3 clusters Score -1863467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1863498.875000 Penalty: 3153.223877
	Iteration 50Q: 3 clusters Score -1863499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1863512.250000 Penalty: 3153.223877
	Iteration 51Q: 3 clusters Score -1863512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1863531.000000 Penalty: 3153.223877
	Iteration 52Q: 3 clusters Score -1863531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1863546.375000 Penalty: 3153.223877
	Iteration 53Q: 3 clusters Score -1863546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1863569.375000 Penalty: 3153.223877
	Iteration 54Q: 3 clusters Score -1863569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1863591.750000 Penalty: 3153.223877
	Iteration 55Q: 3 clusters Score -1863592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1863625.125000 Penalty: 3153.223877
	Iteration 56Q: 3 clusters Score -1863625 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1863641.125000 Penalty: 3153.223877
	Iteration 57Q: 3 clusters Score -1863641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1863663.875000 Penalty: 3153.223877
	Iteration 58Q: 3 clusters Score -1863664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1863675.625000 Penalty: 3153.223877
	Iteration 59Q: 3 clusters Score -1863676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1863695.750000 Penalty: 3153.223877
	Iteration 60F: 3 clusters Score -1863696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1863700.375000 Penalty: 3153.223877
	Iteration 61Q: 3 clusters Score -1863700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1863714.250000 Penalty: 3153.223877
	Iteration 62Q: 3 clusters Score -1863714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1863721.625000 Penalty: 3153.223877
	Iteration 63Q: 3 clusters Score -1863722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1863732.750000 Penalty: 3153.223877
	Iteration 64Q: 3 clusters Score -1863733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1863747.750000 Penalty: 3153.223877
	Iteration 65Q: 3 clusters Score -1863748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1863760.500000 Penalty: 3153.223877
	Iteration 66Q: 3 clusters Score -1863760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1863781.000000 Penalty: 3153.223877
	Iteration 67Q: 3 clusters Score -1863781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1863793.875000 Penalty: 3153.223877
	Iteration 68Q: 3 clusters Score -1863794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1863812.500000 Penalty: 3153.223877
	Iteration 69Q: 3 clusters Score -1863812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1863816.125000 Penalty: 3153.223877
	Iteration 70Q: 3 clusters Score -1863816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1863828.625000 Penalty: 3153.223877
	Iteration 71Q: 3 clusters Score -1863829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1863836.000000 Penalty: 3153.223877
	Iteration 72Q: 3 clusters Score -1863836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1863846.750000 Penalty: 3153.223877
	Iteration 73Q: 3 clusters Score -1863847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1863854.625000 Penalty: 3153.223877
	Iteration 74Q: 3 clusters Score -1863855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1863862.250000 Penalty: 3153.223877
	Iteration 75Q: 3 clusters Score -1863862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1863866.250000 Penalty: 3153.223877
	Iteration 76Q: 3 clusters Score -1863866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1863870.375000 Penalty: 3153.223877
	Iteration 77Q: 3 clusters Score -1863870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1863878.625000 Penalty: 3153.223877
	Iteration 78Q: 3 clusters Score -1863879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1863879.000000 Penalty: 3153.223877
	Iteration 79Q: 3 clusters Score -1863879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1863884.250000 Penalty: 3153.223877
	Iteration 80F: 3 clusters Score -1863884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1863892.750000 Penalty: 3153.223877
	Iteration 81Q: 3 clusters Score -1863893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1863902.500000 Penalty: 3153.223877
	Iteration 82Q: 3 clusters Score -1863902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1863910.625000 Penalty: 3153.223877
	Iteration 83Q: 3 clusters Score -1863911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1863919.625000 Penalty: 3153.223877
	Iteration 84Q: 3 clusters Score -1863920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1863928.375000 Penalty: 3153.223877
	Iteration 85Q: 3 clusters Score -1863928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1863937.000000 Penalty: 3153.223877
	Iteration 86Q: 3 clusters Score -1863937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1863949.375000 Penalty: 3153.223877
	Iteration 87Q: 3 clusters Score -1863949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1863956.250000 Penalty: 3153.223877
	Iteration 88Q: 3 clusters Score -1863956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1863970.125000 Penalty: 3153.223877
	Iteration 89Q: 3 clusters Score -1863970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1863976.000000 Penalty: 3153.223877
	Iteration 90Q: 3 clusters Score -1863976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1863984.875000 Penalty: 3153.223877
	Iteration 91Q: 3 clusters Score -1863985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1863994.500000 Penalty: 3153.223877
	Iteration 92Q: 3 clusters Score -1863994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1864005.000000 Penalty: 3153.223877
	Iteration 93Q: 3 clusters Score -1864005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1864013.500000 Penalty: 3153.223877
	Iteration 94Q: 3 clusters Score -1864014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1864025.625000 Penalty: 3153.223877
	Iteration 95Q: 3 clusters Score -1864026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1864035.750000 Penalty: 3153.223877
	Iteration 96Q: 3 clusters Score -1864036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1864044.375000 Penalty: 3153.223877
	Iteration 97Q: 3 clusters Score -1864044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1864048.500000 Penalty: 3153.223877
	Iteration 98Q: 3 clusters Score -1864048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1864054.875000 Penalty: 3153.223877
	Iteration 99Q: 3 clusters Score -1864055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1864056.500000 Penalty: 3153.223877
	Iteration 100F: 3 clusters Score -1864056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1864057.625000 Penalty: 3153.223877
	Iteration 101Q: 3 clusters Score -1864058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1864064.125000 Penalty: 3153.223877
	Iteration 102Q: 3 clusters Score -1864064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1864064.125000 Penalty: 3153.223877
	Iteration 103Q: 3 clusters Score -1864064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1864069.750000 Penalty: 3153.223877
	Iteration 104Q: 3 clusters Score -1864070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1864069.500000 Penalty: 3153.223877
	Iteration 105Q: 3 clusters Score -1864070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1864068.125000 Penalty: 3153.223877
	Iteration 106Q: 3 clusters Score -1864068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1864067.875000 Penalty: 3153.223877
	Iteration 107Q: 3 clusters Score -1864068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1864070.375000 Penalty: 3153.223877
	Iteration 108Q: 3 clusters Score -1864070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1864072.250000 Penalty: 3153.223877
	Iteration 109Q: 3 clusters Score -1864072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1864075.375000 Penalty: 3153.223877
	Iteration 110Q: 3 clusters Score -1864075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1864076.625000 Penalty: 3153.223877
	Iteration 111Q: 3 clusters Score -1864077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1864077.750000 Penalty: 3153.223877
	Iteration 112Q: 3 clusters Score -1864078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1864081.375000 Penalty: 3153.223877
	Iteration 113Q: 3 clusters Score -1864081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1864082.750000 Penalty: 3153.223877
	Iteration 114Q: 3 clusters Score -1864083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1864081.750000 Penalty: 3153.223877
	Iteration 115Q: 3 clusters Score -1864082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1864087.875000 Penalty: 3153.223877
	Iteration 116Q: 3 clusters Score -1864088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1864090.750000 Penalty: 3153.223877
	Iteration 117Q: 3 clusters Score -1864091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1864094.750000 Penalty: 3153.223877
	Iteration 118Q: 3 clusters Score -1864095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1864096.875000 Penalty: 3153.223877
	Iteration 119Q: 3 clusters Score -1864097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1864100.875000 Penalty: 3153.223877
	Iteration 120F: 3 clusters Score -1864101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1864105.125000 Penalty: 3153.223877
	Iteration 121Q: 3 clusters Score -1864105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1864111.125000 Penalty: 3153.223877
	Iteration 122Q: 3 clusters Score -1864111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1864116.000000 Penalty: 3153.223877
	Iteration 123Q: 3 clusters Score -1864116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1864115.000000 Penalty: 3153.223877
	Iteration 124Q: 3 clusters Score -1864115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1864119.250000 Penalty: 3153.223877
	Iteration 125Q: 3 clusters Score -1864119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1864124.375000 Penalty: 3153.223877
	Iteration 126Q: 3 clusters Score -1864124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1864130.875000 Penalty: 3153.223877
	Iteration 127Q: 3 clusters Score -1864131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1864135.750000 Penalty: 3153.223877
	Iteration 128Q: 3 clusters Score -1864136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1864139.750000 Penalty: 3153.223877
	Iteration 129Q: 3 clusters Score -1864140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1864142.625000 Penalty: 3153.223877
	Iteration 130Q: 3 clusters Score -1864143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1864143.875000 Penalty: 3153.223877
	Iteration 131Q: 3 clusters Score -1864144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1864146.000000 Penalty: 3153.223877
	Iteration 132Q: 3 clusters Score -1864146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1864146.125000 Penalty: 3153.223877
	Iteration 133Q: 3 clusters Score -1864146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1864149.375000 Penalty: 3153.223877
	Iteration 134Q: 3 clusters Score -1864149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1864149.500000 Penalty: 3153.223877
	Iteration 135Q: 3 clusters Score -1864150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1864152.125000 Penalty: 3153.223877
	Iteration 136Q: 3 clusters Score -1864152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1864152.125000 Penalty: 3153.223877
	Iteration 137Q: 3 clusters Score -1864152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1864152.000000 Penalty: 3153.223877
	Iteration 138Q: 3 clusters Score -1864152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1864150.875000 Penalty: 3153.223877
	Iteration 139Q: 3 clusters Score -1864151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1864153.250000 Penalty: 3153.223877
	Iteration 140F: 3 clusters Score -1864153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1864152.625000 Penalty: 3153.223877
	Iteration 141Q: 3 clusters Score -1864153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1864154.125000 Penalty: 3153.223877
	Iteration 142Q: 3 clusters Score -1864154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1864156.875000 Penalty: 3153.223877
	Iteration 143Q: 3 clusters Score -1864157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1864157.500000 Penalty: 3153.223877
	Iteration 144Q: 3 clusters Score -1864158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1864159.000000 Penalty: 3153.223877
	Iteration 145Q: 3 clusters Score -1864159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1864160.375000 Penalty: 3153.223877
	Iteration 146Q: 3 clusters Score -1864160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1864160.375000 Penalty: 3153.223877
	Iteration 147F: 3 clusters Score -1864160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Entering Unmasked Estep 
Score: -7741673.000000 Penalty: 1808.282959
	Iteration 0F: 2 clusters Score -7741673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -7696422.000000 Penalty: 3616.565918
	Iteration 0F: 3 clusters Score -7696422 nChanged 32073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7714527.000000 Penalty: 3616.565918
	Iteration 1F: 3 clusters Score -7714527 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7715221.500000 Penalty: 3616.565918
	Iteration 2Q: 3 clusters Score -7715222 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7716371.000000 Penalty: 3616.565918
	Iteration 3Q: 3 clusters Score -7716371 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7718373.000000 Penalty: 3616.565918
	Iteration 4F: 3 clusters Score -7718373 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -7721762.500000 Penalty: 3616.565918
	Iteration 5F: 3 clusters Score -7721762 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -7727072.000000 Penalty: 3616.565918
	Iteration 6F: 3 clusters Score -7727072 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -7732970.500000 Penalty: 3616.565918
	Iteration 7F: 3 clusters Score -7732970 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7737151.000000 Penalty: 3616.565918
	Iteration 8F: 3 clusters Score -7737151 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -7739113.500000 Penalty: 3616.565918
	Iteration 9Q: 3 clusters Score -7739114 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -7739743.500000 Penalty: 3616.565918
	Iteration 10Q: 3 clusters Score -7739744 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -7740001.500000 Penalty: 3616.565918
	Iteration 11Q: 3 clusters Score -7740002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -7740127.000000 Penalty: 3616.565918
	Iteration 12Q: 3 clusters Score -7740127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -7740179.000000 Penalty: 3616.565918
	Iteration 13Q: 3 clusters Score -7740179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -7740204.500000 Penalty: 3616.565918
	Iteration 14Q: 3 clusters Score -7740204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -7740244.500000 Penalty: 3616.565918
	Iteration 15Q: 3 clusters Score -7740244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -7740266.000000 Penalty: 3616.565918
	Iteration 16Q: 3 clusters Score -7740266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -7740265.000000 Penalty: 3616.565918
	Iteration 17Q: 3 clusters Score -7740265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -7740274.500000 Penalty: 3616.565918
	Iteration 18Q: 3 clusters Score -7740274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -7740269.500000 Penalty: 3616.565918
	Iteration 19Q: 3 clusters Score -7740270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -7740269.500000 Penalty: 3616.565918
	Iteration 20F: 3 clusters Score -7740270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Entering Unmasked Estep 
Score: -14143780.000000 Penalty: 1908.238281
	Iteration 0F: 2 clusters Score -1.414378e+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 62822 members 
Entering Unmasked Estep 
Score: -14061190.000000 Penalty: 3816.476562
	Iteration 0F: 3 clusters Score -1.406119e+07 nChanged 60630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -14097620.000000 Penalty: 3816.476562
	Iteration 1F: 3 clusters Score -1.409762e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -14099611.000000 Penalty: 3816.476562
	Iteration 2Q: 3 clusters Score -1.409961e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -14102565.000000 Penalty: 3816.476562
	Iteration 3Q: 3 clusters Score -1.410256e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -14106603.000000 Penalty: 3816.476562
	Iteration 4F: 3 clusters Score -1.41066e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -14111851.000000 Penalty: 3816.476562
	Iteration 5F: 3 clusters Score -1.411185e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -14117790.000000 Penalty: 3816.476562
	Iteration 6F: 3 clusters Score -1.411779e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -14123183.000000 Penalty: 3816.476562
	Iteration 7F: 3 clusters Score -1.412318e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -14125815.000000 Penalty: 3816.476562
	Iteration 8Q: 3 clusters Score -1.412582e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -14126647.000000 Penalty: 3816.476562
	Iteration 9Q: 3 clusters Score -1.412665e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -14126979.000000 Penalty: 3816.476562
	Iteration 10Q: 3 clusters Score -1.412698e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -14127203.000000 Penalty: 3816.476562
	Iteration 11Q: 3 clusters Score -1.41272e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -14127371.000000 Penalty: 3816.476562
	Iteration 12Q: 3 clusters Score -1.412737e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -14127542.000000 Penalty: 3816.476562
	Iteration 13Q: 3 clusters Score -1.412754e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -14127627.000000 Penalty: 3816.476562
	Iteration 14Q: 3 clusters Score -1.412763e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -14127718.000000 Penalty: 3816.476562
	Iteration 15Q: 3 clusters Score -1.412772e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -14127792.000000 Penalty: 3816.476562
	Iteration 16Q: 3 clusters Score -1.412779e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -14127939.000000 Penalty: 3816.476562
	Iteration 17Q: 3 clusters Score -1.412794e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -14127979.000000 Penalty: 3816.476562
	Iteration 18Q: 3 clusters Score -1.412798e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -14128020.000000 Penalty: 3816.476562
	Iteration 19Q: 3 clusters Score -1.412802e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -14128035.000000 Penalty: 3816.476562
	Iteration 20F: 3 clusters Score -1.412804e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -14128063.000000 Penalty: 3816.476562
	Iteration 21Q: 3 clusters Score -1.412806e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -14128175.000000 Penalty: 3816.476562
	Iteration 22Q: 3 clusters Score -1.412818e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -14128209.000000 Penalty: 3816.476562
	Iteration 23Q: 3 clusters Score -1.412821e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -14128236.000000 Penalty: 3816.476562
	Iteration 24Q: 3 clusters Score -1.412824e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -14128245.000000 Penalty: 3816.476562
	Iteration 25Q: 3 clusters Score -1.412824e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -14128368.000000 Penalty: 3816.476562
	Iteration 26Q: 3 clusters Score -1.412837e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -14128447.000000 Penalty: 3816.476562
	Iteration 27Q: 3 clusters Score -1.412845e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -14128510.000000 Penalty: 3816.476562
	Iteration 28Q: 3 clusters Score -1.412851e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -14128554.000000 Penalty: 3816.476562
	Iteration 29Q: 3 clusters Score -1.412855e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -14128648.000000 Penalty: 3816.476562
	Iteration 30Q: 3 clusters Score -1.412865e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -14128680.000000 Penalty: 3816.476562
	Iteration 31Q: 3 clusters Score -1.412868e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -14128727.000000 Penalty: 3816.476562
	Iteration 32Q: 3 clusters Score -1.412873e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -14128744.000000 Penalty: 3816.476562
	Iteration 33Q: 3 clusters Score -1.412874e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -14128790.000000 Penalty: 3816.476562
	Iteration 34Q: 3 clusters Score -1.412879e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -14128827.000000 Penalty: 3816.476562
	Iteration 35Q: 3 clusters Score -1.412883e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -14128905.000000 Penalty: 3816.476562
	Iteration 36Q: 3 clusters Score -1.41289e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -14129011.000000 Penalty: 3816.476562
	Iteration 37Q: 3 clusters Score -1.412901e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -14129040.000000 Penalty: 3816.476562
	Iteration 38Q: 3 clusters Score -1.412904e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -14129070.000000 Penalty: 3816.476562
	Iteration 39Q: 3 clusters Score -1.412907e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -14129098.000000 Penalty: 3816.476562
	Iteration 40F: 3 clusters Score -1.41291e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -14129173.000000 Penalty: 3816.476562
	Iteration 41Q: 3 clusters Score -1.412917e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -14129278.000000 Penalty: 3816.476562
	Iteration 42Q: 3 clusters Score -1.412928e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -14129431.000000 Penalty: 3816.476562
	Iteration 43Q: 3 clusters Score -1.412943e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -14129523.000000 Penalty: 3816.476562
	Iteration 44Q: 3 clusters Score -1.412952e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -14129672.000000 Penalty: 3816.476562
	Iteration 45Q: 3 clusters Score -1.412967e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -14129913.000000 Penalty: 3816.476562
	Iteration 46Q: 3 clusters Score -1.412991e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -14130129.000000 Penalty: 3816.476562
	Iteration 47Q: 3 clusters Score -1.413013e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -14130267.000000 Penalty: 3816.476562
	Iteration 48Q: 3 clusters Score -1.413027e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -14130486.000000 Penalty: 3816.476562
	Iteration 49Q: 3 clusters Score -1.413049e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -14130830.000000 Penalty: 3816.476562
	Iteration 50Q: 3 clusters Score -1.413083e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -14131225.000000 Penalty: 3816.476562
	Iteration 51Q: 3 clusters Score -1.413122e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -14131693.000000 Penalty: 3816.476562
	Iteration 52Q: 3 clusters Score -1.413169e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -14132158.000000 Penalty: 3816.476562
	Iteration 53Q: 3 clusters Score -1.413216e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -14132782.000000 Penalty: 3816.476562
	Iteration 54Q: 3 clusters Score -1.413278e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -14133382.000000 Penalty: 3816.476562
	Iteration 55Q: 3 clusters Score -1.413338e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -14133777.000000 Penalty: 3816.476562
	Iteration 56Q: 3 clusters Score -1.413378e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -14134057.000000 Penalty: 3816.476562
	Iteration 57Q: 3 clusters Score -1.413406e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -14134375.000000 Penalty: 3816.476562
	Iteration 58Q: 3 clusters Score -1.413438e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -14134631.000000 Penalty: 3816.476562
	Iteration 59Q: 3 clusters Score -1.413463e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -14134830.000000 Penalty: 3816.476562
	Iteration 60F: 3 clusters Score -1.413483e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -14134999.000000 Penalty: 3816.476562
	Iteration 61Q: 3 clusters Score -1.4135e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -14135055.000000 Penalty: 3816.476562
	Iteration 62Q: 3 clusters Score -1.413506e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -14135185.000000 Penalty: 3816.476562
	Iteration 63Q: 3 clusters Score -1.413518e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -14135386.000000 Penalty: 3816.476562
	Iteration 64Q: 3 clusters Score -1.413539e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -14135529.000000 Penalty: 3816.476562
	Iteration 65Q: 3 clusters Score -1.413553e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -14135730.000000 Penalty: 3816.476562
	Iteration 66Q: 3 clusters Score -1.413573e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -14135898.000000 Penalty: 3816.476562
	Iteration 67Q: 3 clusters Score -1.41359e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -14136098.000000 Penalty: 3816.476562
	Iteration 68Q: 3 clusters Score -1.41361e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -14136218.000000 Penalty: 3816.476562
	Iteration 69Q: 3 clusters Score -1.413622e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -14136377.000000 Penalty: 3816.476562
	Iteration 70Q: 3 clusters Score -1.413638e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -14136485.000000 Penalty: 3816.476562
	Iteration 71Q: 3 clusters Score -1.413648e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -14136613.000000 Penalty: 3816.476562
	Iteration 72Q: 3 clusters Score -1.413661e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -14136856.000000 Penalty: 3816.476562
	Iteration 73Q: 3 clusters Score -1.413686e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -14137050.000000 Penalty: 3816.476562
	Iteration 74Q: 3 clusters Score -1.413705e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -14137288.000000 Penalty: 3816.476562
	Iteration 75Q: 3 clusters Score -1.413729e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -14137453.000000 Penalty: 3816.476562
	Iteration 76Q: 3 clusters Score -1.413745e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -14137625.000000 Penalty: 3816.476562
	Iteration 77Q: 3 clusters Score -1.413762e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -14137808.000000 Penalty: 3816.476562
	Iteration 78Q: 3 clusters Score -1.413781e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -14138076.000000 Penalty: 3816.476562
	Iteration 79Q: 3 clusters Score -1.413808e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -14138277.000000 Penalty: 3816.476562
	Iteration 80F: 3 clusters Score -1.413828e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -14138497.000000 Penalty: 3816.476562
	Iteration 81Q: 3 clusters Score -1.41385e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -14138757.000000 Penalty: 3816.476562
	Iteration 82Q: 3 clusters Score -1.413876e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -14138980.000000 Penalty: 3816.476562
	Iteration 83Q: 3 clusters Score -1.413898e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -14139238.000000 Penalty: 3816.476562
	Iteration 84Q: 3 clusters Score -1.413924e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -14139493.000000 Penalty: 3816.476562
	Iteration 85Q: 3 clusters Score -1.413949e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -14139738.000000 Penalty: 3816.476562
	Iteration 86Q: 3 clusters Score -1.413974e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -14139917.000000 Penalty: 3816.476562
	Iteration 87Q: 3 clusters Score -1.413992e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 111092 members 
Entering Unmasked Estep 
Score: -14140053.000000 Penalty: 3816.476562
	Iteration 88Q: 3 clusters Score -1.414005e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -14140266.000000 Penalty: 3816.476562
	Iteration 89Q: 3 clusters Score -1.414027e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -14140460.000000 Penalty: 3816.476562
	Iteration 90Q: 3 clusters Score -1.414046e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 113600 members 
Entering Unmasked Estep 
Score: -14140685.000000 Penalty: 3816.476562
	Iteration 91Q: 3 clusters Score -1.414068e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -14140830.000000 Penalty: 3816.476562
	Iteration 92Q: 3 clusters Score -1.414083e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -14141027.000000 Penalty: 3816.476562
	Iteration 93Q: 3 clusters Score -1.414103e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -14141184.000000 Penalty: 3816.476562
	Iteration 94Q: 3 clusters Score -1.414118e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -14141395.000000 Penalty: 3816.476562
	Iteration 95Q: 3 clusters Score -1.41414e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -14141639.000000 Penalty: 3816.476562
	Iteration 96Q: 3 clusters Score -1.414164e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -14141762.000000 Penalty: 3816.476562
	Iteration 97Q: 3 clusters Score -1.414176e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -14141857.000000 Penalty: 3816.476562
	Iteration 98Q: 3 clusters Score -1.414186e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -14141968.000000 Penalty: 3816.476562
	Iteration 99Q: 3 clusters Score -1.414197e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -14142046.000000 Penalty: 3816.476562
	Iteration 100F: 3 clusters Score -1.414205e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -14142118.000000 Penalty: 3816.476562
	Iteration 101Q: 3 clusters Score -1.414212e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -14142181.000000 Penalty: 3816.476562
	Iteration 102Q: 3 clusters Score -1.414218e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -14142182.000000 Penalty: 3816.476562
	Iteration 103Q: 3 clusters Score -1.414218e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -14142254.000000 Penalty: 3816.476562
	Iteration 104Q: 3 clusters Score -1.414225e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 121192 members 
Entering Unmasked Estep 
Score: -14142347.000000 Penalty: 3816.476562
	Iteration 105Q: 3 clusters Score -1.414235e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -14142416.000000 Penalty: 3816.476562
	Iteration 106Q: 3 clusters Score -1.414242e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -14142506.000000 Penalty: 3816.476562
	Iteration 107Q: 3 clusters Score -1.414251e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 121879 members 
Entering Unmasked Estep 
Score: -14142559.000000 Penalty: 3816.476562
	Iteration 108Q: 3 clusters Score -1.414256e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -14142617.000000 Penalty: 3816.476562
	Iteration 109Q: 3 clusters Score -1.414262e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 122225 members 
Entering Unmasked Estep 
Score: -14142680.000000 Penalty: 3816.476562
	Iteration 110Q: 3 clusters Score -1.414268e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -14142677.000000 Penalty: 3816.476562
	Iteration 111Q: 3 clusters Score -1.414268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -14142692.000000 Penalty: 3816.476562
	Iteration 112Q: 3 clusters Score -1.414269e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -14142698.000000 Penalty: 3816.476562
	Iteration 113Q: 3 clusters Score -1.41427e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 122716 members 
Entering Unmasked Estep 
Score: -14142716.000000 Penalty: 3816.476562
	Iteration 114Q: 3 clusters Score -1.414272e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -14142735.000000 Penalty: 3816.476562
	Iteration 115Q: 3 clusters Score -1.414274e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -14142753.000000 Penalty: 3816.476562
	Iteration 116Q: 3 clusters Score -1.414275e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14142772.000000 Penalty: 3816.476562
	Iteration 117Q: 3 clusters Score -1.414277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -14142786.000000 Penalty: 3816.476562
	Iteration 118Q: 3 clusters Score -1.414279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -14142802.000000 Penalty: 3816.476562
	Iteration 119Q: 3 clusters Score -1.41428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 123098 members 
Entering Unmasked Estep 
Score: -14142807.000000 Penalty: 3816.476562
	Iteration 120F: 3 clusters Score -1.414281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -14142820.000000 Penalty: 3816.476562
	Iteration 121Q: 3 clusters Score -1.414282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -14142827.000000 Penalty: 3816.476562
	Iteration 122Q: 3 clusters Score -1.414283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -14142818.000000 Penalty: 3816.476562
	Iteration 123Q: 3 clusters Score -1.414282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -14142826.000000 Penalty: 3816.476562
	Iteration 124Q: 3 clusters Score -1.414283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -14142825.000000 Penalty: 3816.476562
	Iteration 125Q: 3 clusters Score -1.414282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 123263 members 
Entering Unmasked Estep 
Score: -14142827.000000 Penalty: 3816.476562
	Iteration 126Q: 3 clusters Score -1.414283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 123282 members 
Entering Unmasked Estep 
Score: -14142835.000000 Penalty: 3816.476562
	Iteration 127Q: 3 clusters Score -1.414284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -14142827.000000 Penalty: 3816.476562
	Iteration 128Q: 3 clusters Score -1.414283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -14142834.000000 Penalty: 3816.476562
	Iteration 129Q: 3 clusters Score -1.414283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -14142844.000000 Penalty: 3816.476562
	Iteration 130Q: 3 clusters Score -1.414284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -14142863.000000 Penalty: 3816.476562
	Iteration 131Q: 3 clusters Score -1.414286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -14142827.000000 Penalty: 3816.476562
	Iteration 132Q: 3 clusters Score -1.414283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
Score: -14142837.000000 Penalty: 3816.476562
	Iteration 133Q: 3 clusters Score -1.414284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -14142819.000000 Penalty: 3816.476562
	Iteration 134Q: 3 clusters Score -1.414282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -14142823.000000 Penalty: 3816.476562
	Iteration 135Q: 3 clusters Score -1.414282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -14142853.000000 Penalty: 3816.476562
	Iteration 136Q: 3 clusters Score -1.414285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 123492 members 
Entering Unmasked Estep 
Score: -14142854.000000 Penalty: 3816.476562
	Iteration 137Q: 3 clusters Score -1.414285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -14142851.000000 Penalty: 3816.476562
	Iteration 138Q: 3 clusters Score -1.414285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 123516 members 
Entering Unmasked Estep 
Score: -14142856.000000 Penalty: 3816.476562
	Iteration 139Q: 3 clusters Score -1.414286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -14142859.000000 Penalty: 3816.476562
	Iteration 140F: 3 clusters Score -1.414286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -14142865.000000 Penalty: 3816.476562
	Iteration 141Q: 3 clusters Score -1.414286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -14142861.000000 Penalty: 3816.476562
	Iteration 142Q: 3 clusters Score -1.414286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -14142873.000000 Penalty: 3816.476562
	Iteration 143Q: 3 clusters Score -1.414287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -14142869.000000 Penalty: 3816.476562
	Iteration 144Q: 3 clusters Score -1.414287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 123558 members 
Entering Unmasked Estep 
Score: -14142866.000000 Penalty: 3816.476562
	Iteration 145Q: 3 clusters Score -1.414287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -14142866.000000 Penalty: 3816.476562
	Iteration 146Q: 3 clusters Score -1.414287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -14142866.000000 Penalty: 3816.476562
	Iteration 147F: 3 clusters Score -1.414287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 44889 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 146528 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45839 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 13 contains 89137 members 
Mstep: Class 14 contains 33741 members 
Mstep: Class 15 contains 16354 members 
Mstep: Class 16 contains 68043 members 
Mstep: Class 17 contains 125870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747504.000000 Penalty: 28054.662109
Iteration 119Q: 14 clusters Score -6.47475e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 44913 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146607 members 
Mstep: Class 7 contains 4127 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45838 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 13 contains 89118 members 
Mstep: Class 14 contains 33791 members 
Mstep: Class 15 contains 16097 members 
Mstep: Class 16 contains 68031 members 
Mstep: Class 17 contains 125991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747576.000000 Penalty: 28054.662109
Iteration 120F: 14 clusters Score -6.474758e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 44937 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 146685 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 45838 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 13 contains 89102 members 
Mstep: Class 14 contains 33841 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 68022 members 
Mstep: Class 17 contains 126146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747660.000000 Penalty: 28054.662109
Iteration 121Q: 14 clusters Score -6.474766e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 44974 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146733 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45845 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 13 contains 89092 members 
Mstep: Class 14 contains 33903 members 
Mstep: Class 15 contains 15523 members 
Mstep: Class 16 contains 68023 members 
Mstep: Class 17 contains 126288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747632.000000 Penalty: 28054.662109
Iteration 122Q: 14 clusters Score -6.474763e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 45020 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 146754 members 
Mstep: Class 7 contains 4169 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45842 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 13 contains 89082 members 
Mstep: Class 14 contains 33962 members 
Mstep: Class 15 contains 15254 members 
Mstep: Class 16 contains 68016 members 
Mstep: Class 17 contains 126462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747712.000000 Penalty: 28054.662109
Iteration 123Q: 14 clusters Score -6.474771e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 45057 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 146784 members 
Mstep: Class 7 contains 4180 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45840 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 13 contains 89072 members 
Mstep: Class 14 contains 34001 members 
Mstep: Class 15 contains 15009 members 
Mstep: Class 16 contains 68002 members 
Mstep: Class 17 contains 126635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747932.000000 Penalty: 28054.662109
Iteration 124Q: 14 clusters Score -6.474793e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 45091 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 146855 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 190 members 
Mstep: Class 9 contains 45828 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 13 contains 89064 members 
Mstep: Class 14 contains 34030 members 
Mstep: Class 15 contains 14758 members 
Mstep: Class 16 contains 67984 members 
Mstep: Class 17 contains 126784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747944.000000 Penalty: 28054.662109
Iteration 125Q: 14 clusters Score -6.474794e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 45133 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 146917 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45805 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 13 contains 89060 members 
Mstep: Class 14 contains 34078 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 67959 members 
Mstep: Class 17 contains 126938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747980.000000 Penalty: 28054.662109
Iteration 126Q: 14 clusters Score -6.474798e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 45187 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 146989 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45786 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 13 contains 89054 members 
Mstep: Class 14 contains 34133 members 
Mstep: Class 15 contains 14232 members 
Mstep: Class 16 contains 67936 members 
Mstep: Class 17 contains 127083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748084.000000 Penalty: 28054.662109
Iteration 127Q: 14 clusters Score -6.474808e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 45243 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147059 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45761 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 13 contains 89053 members 
Mstep: Class 14 contains 34205 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 67923 members 
Mstep: Class 17 contains 127205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748244.000000 Penalty: 28054.662109
Iteration 128Q: 14 clusters Score -6.474824e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 45320 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147102 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45749 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 13 contains 89052 members 
Mstep: Class 14 contains 34259 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 67898 members 
Mstep: Class 17 contains 127332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748384.000000 Penalty: 28054.662109
Iteration 129Q: 14 clusters Score -6.474838e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 45377 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147144 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45741 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 13 contains 89047 members 
Mstep: Class 14 contains 34294 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 67879 members 
Mstep: Class 17 contains 127466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748532.000000 Penalty: 28054.662109
Iteration 130Q: 14 clusters Score -6.474853e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 45440 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147177 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45746 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 13 contains 89042 members 
Mstep: Class 14 contains 34316 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 67866 members 
Mstep: Class 17 contains 127604 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 14 clusters Score -6.474846e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 45495 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 147216 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45760 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 13 contains 89041 members 
Mstep: Class 14 contains 34361 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 67851 members 
Mstep: Class 17 contains 127746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 14 clusters Score -6.474845e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 45553 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 147289 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45758 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 13 contains 89040 members 
Mstep: Class 14 contains 34377 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 67832 members 
Mstep: Class 17 contains 127888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 14 clusters Score -6.474846e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 45633 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 147366 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45742 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 13 contains 89037 members 
Mstep: Class 14 contains 34405 members 
Mstep: Class 15 contains 12467 members 
Mstep: Class 16 contains 67809 members 
Mstep: Class 17 contains 128025 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 14 clusters Score -6.474847e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 45712 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 147398 members 
Mstep: Class 7 contains 4234 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45735 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 13 contains 89035 members 
Mstep: Class 14 contains 34436 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 67784 members 
Mstep: Class 17 contains 128167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 14 clusters Score -6.474862e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 45769 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 147427 members 
Mstep: Class 7 contains 4236 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 45732 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 13 contains 89031 members 
Mstep: Class 14 contains 34466 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 67768 members 
Mstep: Class 17 contains 128267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 14 clusters Score -6.474874e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 45820 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147449 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45730 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 13 contains 89027 members 
Mstep: Class 14 contains 34486 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 67761 members 
Mstep: Class 17 contains 128398 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 14 clusters Score -6.474888e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 45882 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 147469 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45734 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 13 contains 89028 members 
Mstep: Class 14 contains 34494 members 
Mstep: Class 15 contains 11654 members 
Mstep: Class 16 contains 67755 members 
Mstep: Class 17 contains 128531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 14 clusters Score -6.474889e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 45947 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 147530 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45736 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 13 contains 89027 members 
Mstep: Class 14 contains 34483 members 
Mstep: Class 15 contains 11445 members 
Mstep: Class 16 contains 67741 members 
Mstep: Class 17 contains 128650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 139Q: 14 clusters Score -6.474892e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 46008 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147572 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45734 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 13 contains 89023 members 
Mstep: Class 14 contains 34475 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 67726 members 
Mstep: Class 17 contains 128779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748980.000000 Penalty: 28054.662109
Iteration 140F: 14 clusters Score -6.474898e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 46062 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147646 members 
Mstep: Class 7 contains 4240 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45735 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 13 contains 89020 members 
Mstep: Class 14 contains 34456 members 
Mstep: Class 15 contains 11042 members 
Mstep: Class 16 contains 67710 members 
Mstep: Class 17 contains 128905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749032.000000 Penalty: 28054.662109
Iteration 141Q: 14 clusters Score -6.474903e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 46114 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147700 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45711 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 13 contains 89016 members 
Mstep: Class 14 contains 34435 members 
Mstep: Class 15 contains 10915 members 
Mstep: Class 16 contains 67693 members 
Mstep: Class 17 contains 128996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749020.000000 Penalty: 28054.662109
Iteration 142Q: 14 clusters Score -6.474902e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 46155 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 147747 members 
Mstep: Class 7 contains 4245 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45692 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 13 contains 89013 members 
Mstep: Class 14 contains 34415 members 
Mstep: Class 15 contains 10784 members 
Mstep: Class 16 contains 67677 members 
Mstep: Class 17 contains 129104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 14 clusters Score -6.474908e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46184 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147778 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45658 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 13 contains 89012 members 
Mstep: Class 14 contains 34396 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 67664 members 
Mstep: Class 17 contains 129239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 14 clusters Score -6.474901e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46225 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147784 members 
Mstep: Class 7 contains 4248 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 13 contains 89007 members 
Mstep: Class 14 contains 34378 members 
Mstep: Class 15 contains 10553 members 
Mstep: Class 16 contains 67656 members 
Mstep: Class 17 contains 129353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748996.000000 Penalty: 28054.662109
Iteration 145Q: 14 clusters Score -6.4749e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 46274 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 147790 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 13 contains 89004 members 
Mstep: Class 14 contains 34367 members 
Mstep: Class 15 contains 10452 members 
Mstep: Class 16 contains 67646 members 
Mstep: Class 17 contains 129447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748968.000000 Penalty: 28054.662109
Iteration 146Q: 14 clusters Score -6.474897e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 46320 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147799 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45581 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 13 contains 88999 members 
Mstep: Class 14 contains 34352 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 67628 members 
Mstep: Class 17 contains 129534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749032.000000 Penalty: 28054.662109
Iteration 147Q: 14 clusters Score -6.474903e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46361 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147798 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45559 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 13 contains 88994 members 
Mstep: Class 14 contains 34339 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 67616 members 
Mstep: Class 17 contains 129626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749060.000000 Penalty: 28054.662109
Iteration 148Q: 14 clusters Score -6.474906e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46393 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147809 members 
Mstep: Class 7 contains 4259 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45530 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 13 contains 88989 members 
Mstep: Class 14 contains 34328 members 
Mstep: Class 15 contains 10211 members 
Mstep: Class 16 contains 67603 members 
Mstep: Class 17 contains 129721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749068.000000 Penalty: 28054.662109
Iteration 149Q: 14 clusters Score -6.474907e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46420 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147795 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45514 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 13 contains 88983 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 67598 members 
Mstep: Class 17 contains 129794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749100.000000 Penalty: 28054.662109
Iteration 150Q: 14 clusters Score -6.47491e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46454 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147803 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45487 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88981 members 
Mstep: Class 14 contains 34317 members 
Mstep: Class 15 contains 10116 members 
Mstep: Class 16 contains 67595 members 
Mstep: Class 17 contains 129832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749096.000000 Penalty: 28054.662109
Iteration 151Q: 14 clusters Score -6.47491e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46490 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147812 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45468 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88977 members 
Mstep: Class 14 contains 34313 members 
Mstep: Class 15 contains 10066 members 
Mstep: Class 16 contains 67595 members 
Mstep: Class 17 contains 129863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749060.000000 Penalty: 28054.662109
Iteration 152Q: 14 clusters Score -6.474906e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46523 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147821 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45448 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88975 members 
Mstep: Class 14 contains 34310 members 
Mstep: Class 15 contains 10017 members 
Mstep: Class 16 contains 67597 members 
Mstep: Class 17 contains 129892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 14 clusters Score -6.474895e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147821 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45433 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88973 members 
Mstep: Class 14 contains 34307 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 67599 members 
Mstep: Class 17 contains 129921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 14 clusters Score -6.474904e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46582 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147833 members 
Mstep: Class 7 contains 4267 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45421 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88972 members 
Mstep: Class 14 contains 34302 members 
Mstep: Class 15 contains 9927 members 
Mstep: Class 16 contains 67600 members 
Mstep: Class 17 contains 129942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749060.000000 Penalty: 28054.662109
Iteration 155Q: 14 clusters Score -6.474906e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46599 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147845 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45411 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88972 members 
Mstep: Class 14 contains 34297 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 67603 members 
Mstep: Class 17 contains 129955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749044.000000 Penalty: 28054.662109
Iteration 156Q: 14 clusters Score -6.474904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46621 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147846 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45406 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88971 members 
Mstep: Class 14 contains 34289 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 67606 members 
Mstep: Class 17 contains 129964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749020.000000 Penalty: 28054.662109
Iteration 157Q: 14 clusters Score -6.474902e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46646 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147839 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45402 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88970 members 
Mstep: Class 14 contains 34286 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 16 contains 67610 members 
Mstep: Class 17 contains 129970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748972.000000 Penalty: 28054.662109
Iteration 158Q: 14 clusters Score -6.474897e+07 nChanged 102
Entering ConstructFrom: 
Score: -64748972.000000 Penalty: 28054.662109
Entering ConstructFrom: 
Trying to split cluster 1 (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: -594302.625000 Penalty: 1400.474487
	Iteration 0F: 2 clusters Score -594302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -590028.625000 Penalty: 2800.948975
	Iteration 0F: 3 clusters Score -590028.6 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -591435.375000 Penalty: 2800.948975
	Iteration 1F: 3 clusters Score -591435.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -591745.187500 Penalty: 2800.948975
	Iteration 2F: 3 clusters Score -591745.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -591994.937500 Penalty: 2800.948975
	Iteration 3F: 3 clusters Score -591994.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -592151.625000 Penalty: 2800.948975
	Iteration 4F: 3 clusters Score -592151.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -592264.625000 Penalty: 2800.948975
	Iteration 5Q: 3 clusters Score -592264.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -592351.687500 Penalty: 2800.948975
	Iteration 6Q: 3 clusters Score -592351.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -592438.562500 Penalty: 2800.948975
	Iteration 7Q: 3 clusters Score -592438.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -592526.250000 Penalty: 2800.948975
	Iteration 8Q: 3 clusters Score -592526.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -592631.000000 Penalty: 2800.948975
	Iteration 9Q: 3 clusters Score -592631 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -592746.312500 Penalty: 2800.948975
	Iteration 10Q: 3 clusters Score -592746.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -592854.937500 Penalty: 2800.948975
	Iteration 11Q: 3 clusters Score -592854.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -592970.375000 Penalty: 2800.948975
	Iteration 12Q: 3 clusters Score -592970.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -593081.875000 Penalty: 2800.948975
	Iteration 13Q: 3 clusters Score -593081.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -593181.625000 Penalty: 2800.948975
	Iteration 14Q: 3 clusters Score -593181.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -593268.250000 Penalty: 2800.948975
	Iteration 15Q: 3 clusters Score -593268.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -593348.812500 Penalty: 2800.948975
	Iteration 16Q: 3 clusters Score -593348.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -593414.312500 Penalty: 2800.948975
	Iteration 17Q: 3 clusters Score -593414.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -593472.312500 Penalty: 2800.948975
	Iteration 18Q: 3 clusters Score -593472.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -593524.000000 Penalty: 2800.948975
	Iteration 19Q: 3 clusters Score -593524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -593616.000000 Penalty: 2800.948975
	Iteration 20F: 3 clusters Score -593616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -593718.375000 Penalty: 2800.948975
	Iteration 21Q: 3 clusters Score -593718.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -593783.750000 Penalty: 2800.948975
	Iteration 22Q: 3 clusters Score -593783.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -593815.375000 Penalty: 2800.948975
	Iteration 23Q: 3 clusters Score -593815.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -593836.500000 Penalty: 2800.948975
	Iteration 24Q: 3 clusters Score -593836.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -593852.437500 Penalty: 2800.948975
	Iteration 25Q: 3 clusters Score -593852.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -593870.062500 Penalty: 2800.948975
	Iteration 26Q: 3 clusters Score -593870.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -593891.187500 Penalty: 2800.948975
	Iteration 27Q: 3 clusters Score -593891.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -593903.375000 Penalty: 2800.948975
	Iteration 28Q: 3 clusters Score -593903.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -593911.937500 Penalty: 2800.948975
	Iteration 29Q: 3 clusters Score -593911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -593915.125000 Penalty: 2800.948975
	Iteration 30Q: 3 clusters Score -593915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -593918.187500 Penalty: 2800.948975
	Iteration 31Q: 3 clusters Score -593918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -593918.062500 Penalty: 2800.948975
	Iteration 32Q: 3 clusters Score -593918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -593918.937500 Penalty: 2800.948975
	Iteration 33Q: 3 clusters Score -593918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -593918.937500 Penalty: 2800.948975
	Iteration 34F: 3 clusters Score -593918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Entering Unmasked Estep 
Score: -5311404.000000 Penalty: 1746.996826
	Iteration 0F: 2 clusters Score -5311404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -5280144.000000 Penalty: 3493.993652
	Iteration 0F: 3 clusters Score -5280144 nChanged 21928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5292765.500000 Penalty: 3493.993652
	Iteration 1F: 3 clusters Score -5292766 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -5293234.500000 Penalty: 3493.993652
	Iteration 2Q: 3 clusters Score -5293234 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5293824.500000 Penalty: 3493.993652
	Iteration 3Q: 3 clusters Score -5293824 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5294628.500000 Penalty: 3493.993652
	Iteration 4Q: 3 clusters Score -5294628 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5295782.000000 Penalty: 3493.993652
	Iteration 5Q: 3 clusters Score -5295782 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5297418.000000 Penalty: 3493.993652
	Iteration 6F: 3 clusters Score -5297418 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5299450.000000 Penalty: 3493.993652
	Iteration 7F: 3 clusters Score -5299450 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -5301863.000000 Penalty: 3493.993652
	Iteration 8F: 3 clusters Score -5301863 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -5304118.500000 Penalty: 3493.993652
	Iteration 9F: 3 clusters Score -5304118 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5305453.000000 Penalty: 3493.993652
	Iteration 10Q: 3 clusters Score -5305453 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -5306168.000000 Penalty: 3493.993652
	Iteration 11Q: 3 clusters Score -5306168 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5306629.500000 Penalty: 3493.993652
	Iteration 12Q: 3 clusters Score -5306630 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5306983.000000 Penalty: 3493.993652
	Iteration 13Q: 3 clusters Score -5306983 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -5307200.000000 Penalty: 3493.993652
	Iteration 14Q: 3 clusters Score -5307200 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -5307422.000000 Penalty: 3493.993652
	Iteration 15Q: 3 clusters Score -5307422 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5307623.000000 Penalty: 3493.993652
	Iteration 16Q: 3 clusters Score -5307623 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5307803.000000 Penalty: 3493.993652
	Iteration 17Q: 3 clusters Score -5307803 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5307955.500000 Penalty: 3493.993652
	Iteration 18Q: 3 clusters Score -5307956 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5308113.500000 Penalty: 3493.993652
	Iteration 19Q: 3 clusters Score -5308114 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5308225.000000 Penalty: 3493.993652
	Iteration 20F: 3 clusters Score -5308225 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5308323.500000 Penalty: 3493.993652
	Iteration 21Q: 3 clusters Score -5308324 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5308444.500000 Penalty: 3493.993652
	Iteration 22Q: 3 clusters Score -5308444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5308548.000000 Penalty: 3493.993652
	Iteration 23Q: 3 clusters Score -5308548 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5308650.000000 Penalty: 3493.993652
	Iteration 24Q: 3 clusters Score -5308650 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5308751.000000 Penalty: 3493.993652
	Iteration 25Q: 3 clusters Score -5308751 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5308838.000000 Penalty: 3493.993652
	Iteration 26Q: 3 clusters Score -5308838 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5308897.000000 Penalty: 3493.993652
	Iteration 27Q: 3 clusters Score -5308897 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5308984.500000 Penalty: 3493.993652
	Iteration 28Q: 3 clusters Score -5308984 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5309054.500000 Penalty: 3493.993652
	Iteration 29Q: 3 clusters Score -5309054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -5309129.500000 Penalty: 3493.993652
	Iteration 30Q: 3 clusters Score -5309130 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5309180.500000 Penalty: 3493.993652
	Iteration 31Q: 3 clusters Score -5309180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5309252.000000 Penalty: 3493.993652
	Iteration 32Q: 3 clusters Score -5309252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5309313.000000 Penalty: 3493.993652
	Iteration 33Q: 3 clusters Score -5309313 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -5309351.000000 Penalty: 3493.993652
	Iteration 34Q: 3 clusters Score -5309351 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5309423.000000 Penalty: 3493.993652
	Iteration 35Q: 3 clusters Score -5309423 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5309516.500000 Penalty: 3493.993652
	Iteration 36Q: 3 clusters Score -5309516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -5309591.000000 Penalty: 3493.993652
	Iteration 37Q: 3 clusters Score -5309591 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5309643.500000 Penalty: 3493.993652
	Iteration 38Q: 3 clusters Score -5309644 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5309680.500000 Penalty: 3493.993652
	Iteration 39Q: 3 clusters Score -5309680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5309718.000000 Penalty: 3493.993652
	Iteration 40F: 3 clusters Score -5309718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5309776.500000 Penalty: 3493.993652
	Iteration 41Q: 3 clusters Score -5309776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5309788.000000 Penalty: 3493.993652
	Iteration 42Q: 3 clusters Score -5309788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5309819.000000 Penalty: 3493.993652
	Iteration 43Q: 3 clusters Score -5309819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5309842.000000 Penalty: 3493.993652
	Iteration 44Q: 3 clusters Score -5309842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5309866.500000 Penalty: 3493.993652
	Iteration 45Q: 3 clusters Score -5309866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5309868.000000 Penalty: 3493.993652
	Iteration 46Q: 3 clusters Score -5309868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5309903.000000 Penalty: 3493.993652
	Iteration 47Q: 3 clusters Score -5309903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -5309923.000000 Penalty: 3493.993652
	Iteration 48Q: 3 clusters Score -5309923 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -5309951.000000 Penalty: 3493.993652
	Iteration 49Q: 3 clusters Score -5309951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5309961.000000 Penalty: 3493.993652
	Iteration 50Q: 3 clusters Score -5309961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5309978.500000 Penalty: 3493.993652
	Iteration 51Q: 3 clusters Score -5309978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -5310001.500000 Penalty: 3493.993652
	Iteration 52Q: 3 clusters Score -5310002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -5310016.000000 Penalty: 3493.993652
	Iteration 53Q: 3 clusters Score -5310016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -5310020.500000 Penalty: 3493.993652
	Iteration 54Q: 3 clusters Score -5310020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5310018.500000 Penalty: 3493.993652
	Iteration 55Q: 3 clusters Score -5310018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5310041.500000 Penalty: 3493.993652
	Iteration 56Q: 3 clusters Score -5310042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5310061.000000 Penalty: 3493.993652
	Iteration 57Q: 3 clusters Score -5310061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5310075.000000 Penalty: 3493.993652
	Iteration 58Q: 3 clusters Score -5310075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5310075.000000 Penalty: 3493.993652
	Iteration 59Q: 3 clusters Score -5310075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -5310088.000000 Penalty: 3493.993652
	Iteration 60F: 3 clusters Score -5310088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -5310114.000000 Penalty: 3493.993652
	Iteration 61Q: 3 clusters Score -5310114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5310133.000000 Penalty: 3493.993652
	Iteration 62Q: 3 clusters Score -5310133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -5310137.000000 Penalty: 3493.993652
	Iteration 63Q: 3 clusters Score -5310137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5310153.000000 Penalty: 3493.993652
	Iteration 64Q: 3 clusters Score -5310153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5310157.500000 Penalty: 3493.993652
	Iteration 65Q: 3 clusters Score -5310158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5310157.000000 Penalty: 3493.993652
	Iteration 66Q: 3 clusters Score -5310157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -5310163.500000 Penalty: 3493.993652
	Iteration 67Q: 3 clusters Score -5310164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -5310174.500000 Penalty: 3493.993652
	Iteration 68Q: 3 clusters Score -5310174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5310178.000000 Penalty: 3493.993652
	Iteration 69Q: 3 clusters Score -5310178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5310178.000000 Penalty: 3493.993652
	Iteration 70Q: 3 clusters Score -5310178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -5310180.500000 Penalty: 3493.993652
	Iteration 71Q: 3 clusters Score -5310180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5310180.500000 Penalty: 3493.993652
	Iteration 72Q: 3 clusters Score -5310180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5310181.500000 Penalty: 3493.993652
	Iteration 73Q: 3 clusters Score -5310182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5310187.500000 Penalty: 3493.993652
	Iteration 74Q: 3 clusters Score -5310188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5310188.000000 Penalty: 3493.993652
	Iteration 75Q: 3 clusters Score -5310188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5310193.000000 Penalty: 3493.993652
	Iteration 76Q: 3 clusters Score -5310193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5310197.500000 Penalty: 3493.993652
	Iteration 77Q: 3 clusters Score -5310198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5310200.000000 Penalty: 3493.993652
	Iteration 78Q: 3 clusters Score -5310200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -5310195.000000 Penalty: 3493.993652
	Iteration 79Q: 3 clusters Score -5310195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -5310199.500000 Penalty: 3493.993652
	Iteration 80F: 3 clusters Score -5310200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -5310195.000000 Penalty: 3493.993652
	Iteration 81Q: 3 clusters Score -5310195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5310199.000000 Penalty: 3493.993652
	Iteration 82Q: 3 clusters Score -5310199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5310199.500000 Penalty: 3493.993652
	Iteration 83Q: 3 clusters Score -5310200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5310200.000000 Penalty: 3493.993652
	Iteration 84Q: 3 clusters Score -5310200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -5310199.500000 Penalty: 3493.993652
	Iteration 85Q: 3 clusters Score -5310200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5310200.500000 Penalty: 3493.993652
	Iteration 86Q: 3 clusters Score -5310200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5310196.500000 Penalty: 3493.993652
	Iteration 87Q: 3 clusters Score -5310196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5310196.000000 Penalty: 3493.993652
	Iteration 88Q: 3 clusters Score -5310196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -5310197.500000 Penalty: 3493.993652
	Iteration 89Q: 3 clusters Score -5310198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -5310197.000000 Penalty: 3493.993652
	Iteration 90Q: 3 clusters Score -5310197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -5310197.000000 Penalty: 3493.993652
	Iteration 91F: 3 clusters Score -5310197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -186984.953125 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -186985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185098.062500 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -185098.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185467.093750 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -185467.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -185554.187500 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -185554.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185600.140625 Penalty: 2408.952148
	Iteration 3Q: 3 clusters Score -185600.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185628.343750 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -185628.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185646.578125 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -185646.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -185659.390625 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -185659.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185670.359375 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -185670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -185679.390625 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -185679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185689.328125 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -185689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185695.531250 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -185695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185698.578125 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -185698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -185703.031250 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -185703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185704.812500 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -185704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185707.328125 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -185707.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185711.953125 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -185712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185713.296875 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -185713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -185715.609375 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -185715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185716.109375 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -185716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -185717.265625 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -185717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185718.718750 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -185718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -185721.562500 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -185721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -185723.843750 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -185723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185725.031250 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -185725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185726.578125 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -185726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185726.578125 Penalty: 2408.952148
	Iteration 25F: 3 clusters Score -185726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147845 members 
Entering Unmasked Estep 
Score: -16677950.000000 Penalty: 1934.387085
	Iteration 0F: 2 clusters Score -1.667795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -16582218.000000 Penalty: 3868.774170
	Iteration 0F: 3 clusters Score -1.658222e+07 nChanged 71552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -16623614.000000 Penalty: 3868.774170
	Iteration 1F: 3 clusters Score -1.662361e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -16625076.000000 Penalty: 3868.774170
	Iteration 2Q: 3 clusters Score -1.662508e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -16627837.000000 Penalty: 3868.774170
	Iteration 3Q: 3 clusters Score -1.662784e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -16633502.000000 Penalty: 3868.774170
	Iteration 4F: 3 clusters Score -1.66335e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -16644249.000000 Penalty: 3868.774170
	Iteration 5F: 3 clusters Score -1.664425e+07 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129173 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -16658553.000000 Penalty: 3868.774170
	Iteration 6F: 3 clusters Score -1.665855e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -16670189.000000 Penalty: 3868.774170
	Iteration 7F: 3 clusters Score -1.667019e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -16674953.000000 Penalty: 3868.774170
	Iteration 8Q: 3 clusters Score -1.667495e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16675895.000000 Penalty: 3868.774170
	Iteration 9Q: 3 clusters Score -1.66759e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16676118.000000 Penalty: 3868.774170
	Iteration 10Q: 3 clusters Score -1.667612e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16676217.000000 Penalty: 3868.774170
	Iteration 11Q: 3 clusters Score -1.667622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16676263.000000 Penalty: 3868.774170
	Iteration 12Q: 3 clusters Score -1.667626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16676289.000000 Penalty: 3868.774170
	Iteration 13Q: 3 clusters Score -1.667629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16676300.000000 Penalty: 3868.774170
	Iteration 14Q: 3 clusters Score -1.66763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16676301.000000 Penalty: 3868.774170
	Iteration 15Q: 3 clusters Score -1.66763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16676312.000000 Penalty: 3868.774170
	Iteration 16Q: 3 clusters Score -1.667631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16676314.000000 Penalty: 3868.774170
	Iteration 17Q: 3 clusters Score -1.667631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16676330.000000 Penalty: 3868.774170
	Iteration 18Q: 3 clusters Score -1.667633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16676329.000000 Penalty: 3868.774170
	Iteration 19Q: 3 clusters Score -1.667633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16676328.000000 Penalty: 3868.774170
	Iteration 20F: 3 clusters Score -1.667633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16676333.000000 Penalty: 3868.774170
	Iteration 21Q: 3 clusters Score -1.667633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147736 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16676336.000000 Penalty: 3868.774170
	Iteration 22Q: 3 clusters Score -1.667634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16676340.000000 Penalty: 3868.774170
	Iteration 23Q: 3 clusters Score -1.667634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16676340.000000 Penalty: 3868.774170
	Iteration 24F: 3 clusters Score -1.667634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -467762.875000 Penalty: 1358.473633
	Iteration 0F: 2 clusters Score -467762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -464223.625000 Penalty: 2716.947266
	Iteration 0F: 3 clusters Score -464223.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -465237.125000 Penalty: 2716.947266
	Iteration 1F: 3 clusters Score -465237.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -465536.375000 Penalty: 2716.947266
	Iteration 2F: 3 clusters Score -465536.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -465864.937500 Penalty: 2716.947266
	Iteration 3F: 3 clusters Score -465864.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -466136.125000 Penalty: 2716.947266
	Iteration 4F: 3 clusters Score -466136.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -466422.312500 Penalty: 2716.947266
	Iteration 5F: 3 clusters Score -466422.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -466702.687500 Penalty: 2716.947266
	Iteration 6F: 3 clusters Score -466702.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -466979.593750 Penalty: 2716.947266
	Iteration 7F: 3 clusters Score -466979.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -467178.343750 Penalty: 2716.947266
	Iteration 8Q: 3 clusters Score -467178.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -467314.250000 Penalty: 2716.947266
	Iteration 9Q: 3 clusters Score -467314.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -467369.281250 Penalty: 2716.947266
	Iteration 10Q: 3 clusters Score -467369.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -467406.250000 Penalty: 2716.947266
	Iteration 11Q: 3 clusters Score -467406.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -467424.312500 Penalty: 2716.947266
	Iteration 12Q: 3 clusters Score -467424.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -467433.843750 Penalty: 2716.947266
	Iteration 13Q: 3 clusters Score -467433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -467439.250000 Penalty: 2716.947266
	Iteration 14Q: 3 clusters Score -467439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -467441.750000 Penalty: 2716.947266
	Iteration 15Q: 3 clusters Score -467441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -467445.062500 Penalty: 2716.947266
	Iteration 16Q: 3 clusters Score -467445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -467446.812500 Penalty: 2716.947266
	Iteration 17Q: 3 clusters Score -467446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -467448.468750 Penalty: 2716.947266
	Iteration 18Q: 3 clusters Score -467448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -467448.968750 Penalty: 2716.947266
	Iteration 19Q: 3 clusters Score -467449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -467449.625000 Penalty: 2716.947266
	Iteration 20F: 3 clusters Score -467449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -467450.375000 Penalty: 2716.947266
	Iteration 21Q: 3 clusters Score -467450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -467450.687500 Penalty: 2716.947266
	Iteration 22Q: 3 clusters Score -467450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -467451.500000 Penalty: 2716.947266
	Iteration 23Q: 3 clusters Score -467451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -467452.062500 Penalty: 2716.947266
	Iteration 24Q: 3 clusters Score -467452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -467452.812500 Penalty: 2716.947266
	Iteration 25Q: 3 clusters Score -467452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -467453.375000 Penalty: 2716.947266
	Iteration 26Q: 3 clusters Score -467453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -467453.375000 Penalty: 2716.947266
	Iteration 27F: 3 clusters Score -467453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -15636.470703 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -15636.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14998.083984 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -14998.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15126.734375 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -15126.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15200.058594 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -15200.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15251.727539 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -15251.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15258.161133 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -15258.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15258.161133 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -15258.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Entering Unmasked Estep 
Score: -5175452.000000 Penalty: 1742.513062
	Iteration 0F: 2 clusters Score -5175452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5145007.000000 Penalty: 3485.026123
	Iteration 0F: 3 clusters Score -5145007 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5156960.500000 Penalty: 3485.026123
	Iteration 1F: 3 clusters Score -5156960 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -5157541.000000 Penalty: 3485.026123
	Iteration 2Q: 3 clusters Score -5157541 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5158291.000000 Penalty: 3485.026123
	Iteration 3Q: 3 clusters Score -5158291 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -5159357.500000 Penalty: 3485.026123
	Iteration 4F: 3 clusters Score -5159358 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5161058.500000 Penalty: 3485.026123
	Iteration 5F: 3 clusters Score -5161058 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5163693.000000 Penalty: 3485.026123
	Iteration 6F: 3 clusters Score -5163693 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5166913.500000 Penalty: 3485.026123
	Iteration 7F: 3 clusters Score -5166914 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5170073.000000 Penalty: 3485.026123
	Iteration 8F: 3 clusters Score -5170073 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5172278.000000 Penalty: 3485.026123
	Iteration 9Q: 3 clusters Score -5172278 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5173255.000000 Penalty: 3485.026123
	Iteration 10Q: 3 clusters Score -5173255 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5173614.500000 Penalty: 3485.026123
	Iteration 11Q: 3 clusters Score -5173614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -5173751.500000 Penalty: 3485.026123
	Iteration 12Q: 3 clusters Score -5173752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5173790.500000 Penalty: 3485.026123
	Iteration 13Q: 3 clusters Score -5173790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5173820.000000 Penalty: 3485.026123
	Iteration 14Q: 3 clusters Score -5173820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5173831.500000 Penalty: 3485.026123
	Iteration 15Q: 3 clusters Score -5173832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -5173833.000000 Penalty: 3485.026123
	Iteration 16Q: 3 clusters Score -5173833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -5173836.000000 Penalty: 3485.026123
	Iteration 17Q: 3 clusters Score -5173836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -5173838.000000 Penalty: 3485.026123
	Iteration 18Q: 3 clusters Score -5173838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5173841.500000 Penalty: 3485.026123
	Iteration 19Q: 3 clusters Score -5173842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5173850.000000 Penalty: 3485.026123
	Iteration 20F: 3 clusters Score -5173850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5173860.500000 Penalty: 3485.026123
	Iteration 21Q: 3 clusters Score -5173860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5173875.500000 Penalty: 3485.026123
	Iteration 22Q: 3 clusters Score -5173876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5173881.500000 Penalty: 3485.026123
	Iteration 23Q: 3 clusters Score -5173882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5173881.500000 Penalty: 3485.026123
	Iteration 24F: 3 clusters Score -5173882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -347581.250000 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -347581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -344699.406250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -344699.4 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -345587.937500 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -345587.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -345800.437500 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -345800.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -345978.750000 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -345978.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -346160.125000 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -346160.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -346346.968750 Penalty: 2634.617432
	Iteration 5F: 3 clusters Score -346347 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -346523.593750 Penalty: 2634.617432
	Iteration 6F: 3 clusters Score -346523.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -346676.062500 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -346676.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -346804.718750 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -346804.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346903.187500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -346903.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -346972.968750 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -346973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -347015.937500 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -347015.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -347044.406250 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -347044.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -347063.843750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -347063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -347084.968750 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -347085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -347103.218750 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -347103.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -347121.093750 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -347121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -347131.343750 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -347131.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -347138.625000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -347138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -347144.937500 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -347144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -347150.687500 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -347150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -347156.343750 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -347156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -347164.906250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -347164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -347169.062500 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -347169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -347170.718750 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -347170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -347171.718750 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -347171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -347172.781250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -347172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -347172.687500 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -347172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -347173.937500 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -347173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -347174.250000 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -347174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -347174.156250 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -347174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -347174.156250 Penalty: 2634.617432
	Iteration 31F: 3 clusters Score -347174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Entering Unmasked Estep 
Score: -9935777.000000 Penalty: 1851.856934
	Iteration 0F: 2 clusters Score -9935777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -9876484.000000 Penalty: 3703.713867
	Iteration 0F: 3 clusters Score -9876484 nChanged 42384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -9900685.000000 Penalty: 3703.713867
	Iteration 1F: 3 clusters Score -9900685 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -9901665.000000 Penalty: 3703.713867
	Iteration 2Q: 3 clusters Score -9901665 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -9903116.000000 Penalty: 3703.713867
	Iteration 3Q: 3 clusters Score -9903116 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -9905903.000000 Penalty: 3703.713867
	Iteration 4F: 3 clusters Score -9905903 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -9910546.000000 Penalty: 3703.713867
	Iteration 5F: 3 clusters Score -9910546 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -9916848.000000 Penalty: 3703.713867
	Iteration 6F: 3 clusters Score -9916848 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -9923492.000000 Penalty: 3703.713867
	Iteration 7F: 3 clusters Score -9923492 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -9928153.000000 Penalty: 3703.713867
	Iteration 8F: 3 clusters Score -9928153 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -9931032.000000 Penalty: 3703.713867
	Iteration 9Q: 3 clusters Score -9931032 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9932669.000000 Penalty: 3703.713867
	Iteration 10Q: 3 clusters Score -9932669 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9933501.000000 Penalty: 3703.713867
	Iteration 11Q: 3 clusters Score -9933501 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9933914.000000 Penalty: 3703.713867
	Iteration 12Q: 3 clusters Score -9933914 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -9934193.000000 Penalty: 3703.713867
	Iteration 13Q: 3 clusters Score -9934193 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -9934359.000000 Penalty: 3703.713867
	Iteration 14Q: 3 clusters Score -9934359 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9934476.000000 Penalty: 3703.713867
	Iteration 15Q: 3 clusters Score -9934476 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9934542.000000 Penalty: 3703.713867
	Iteration 16Q: 3 clusters Score -9934542 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9934569.000000 Penalty: 3703.713867
	Iteration 17Q: 3 clusters Score -9934569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -9934615.000000 Penalty: 3703.713867
	Iteration 18Q: 3 clusters Score -9934615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9934640.000000 Penalty: 3703.713867
	Iteration 19Q: 3 clusters Score -9934640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9934651.000000 Penalty: 3703.713867
	Iteration 20F: 3 clusters Score -9934651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9934676.000000 Penalty: 3703.713867
	Iteration 21Q: 3 clusters Score -9934676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9934704.000000 Penalty: 3703.713867
	Iteration 22Q: 3 clusters Score -9934704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9934721.000000 Penalty: 3703.713867
	Iteration 23Q: 3 clusters Score -9934721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9934733.000000 Penalty: 3703.713867
	Iteration 24Q: 3 clusters Score -9934733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9934720.000000 Penalty: 3703.713867
	Iteration 25Q: 3 clusters Score -9934720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9934732.000000 Penalty: 3703.713867
	Iteration 26Q: 3 clusters Score -9934732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9934739.000000 Penalty: 3703.713867
	Iteration 27Q: 3 clusters Score -9934739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9934746.000000 Penalty: 3703.713867
	Iteration 28Q: 3 clusters Score -9934746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9934739.000000 Penalty: 3703.713867
	Iteration 29Q: 3 clusters Score -9934739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9934751.000000 Penalty: 3703.713867
	Iteration 30Q: 3 clusters Score -9934751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9934756.000000 Penalty: 3703.713867
	Iteration 31Q: 3 clusters Score -9934756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9934761.000000 Penalty: 3703.713867
	Iteration 32Q: 3 clusters Score -9934761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9934771.000000 Penalty: 3703.713867
	Iteration 33Q: 3 clusters Score -9934771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9934762.000000 Penalty: 3703.713867
	Iteration 34Q: 3 clusters Score -9934762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9934771.000000 Penalty: 3703.713867
	Iteration 35Q: 3 clusters Score -9934771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9934760.000000 Penalty: 3703.713867
	Iteration 36Q: 3 clusters Score -9934760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9934759.000000 Penalty: 3703.713867
	Iteration 37Q: 3 clusters Score -9934759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9934768.000000 Penalty: 3703.713867
	Iteration 38Q: 3 clusters Score -9934768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9934767.000000 Penalty: 3703.713867
	Iteration 39Q: 3 clusters Score -9934767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9934764.000000 Penalty: 3703.713867
	Iteration 40F: 3 clusters Score -9934764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9934768.000000 Penalty: 3703.713867
	Iteration 41Q: 3 clusters Score -9934768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9934773.000000 Penalty: 3703.713867
	Iteration 42Q: 3 clusters Score -9934773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9934761.000000 Penalty: 3703.713867
	Iteration 43Q: 3 clusters Score -9934761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9934766.000000 Penalty: 3703.713867
	Iteration 44Q: 3 clusters Score -9934766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -9934777.000000 Penalty: 3703.713867
	Iteration 45Q: 3 clusters Score -9934777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9934780.000000 Penalty: 3703.713867
	Iteration 46Q: 3 clusters Score -9934780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9934767.000000 Penalty: 3703.713867
	Iteration 47Q: 3 clusters Score -9934767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9934769.000000 Penalty: 3703.713867
	Iteration 48Q: 3 clusters Score -9934769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9934764.000000 Penalty: 3703.713867
	Iteration 49Q: 3 clusters Score -9934764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9934767.000000 Penalty: 3703.713867
	Iteration 50Q: 3 clusters Score -9934767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9934767.000000 Penalty: 3703.713867
	Iteration 51F: 3 clusters Score -9934767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Entering Unmasked Estep 
Score: -3782749.500000 Penalty: 1696.895630
	Iteration 0F: 2 clusters Score -3782750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3759755.250000 Penalty: 3393.791260
	Iteration 0F: 3 clusters Score -3759755 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3768495.000000 Penalty: 3393.791260
	Iteration 1F: 3 clusters Score -3768495 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3768941.500000 Penalty: 3393.791260
	Iteration 2Q: 3 clusters Score -3768942 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3769450.000000 Penalty: 3393.791260
	Iteration 3Q: 3 clusters Score -3769450 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3770121.500000 Penalty: 3393.791260
	Iteration 4Q: 3 clusters Score -3770122 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3771124.750000 Penalty: 3393.791260
	Iteration 5F: 3 clusters Score -3771125 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3772465.750000 Penalty: 3393.791260
	Iteration 6F: 3 clusters Score -3772466 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3774099.000000 Penalty: 3393.791260
	Iteration 7F: 3 clusters Score -3774099 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3775929.500000 Penalty: 3393.791260
	Iteration 8F: 3 clusters Score -3775930 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3777578.750000 Penalty: 3393.791260
	Iteration 9F: 3 clusters Score -3777579 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3778810.250000 Penalty: 3393.791260
	Iteration 10Q: 3 clusters Score -3778810 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3779617.500000 Penalty: 3393.791260
	Iteration 11Q: 3 clusters Score -3779618 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3780196.500000 Penalty: 3393.791260
	Iteration 12Q: 3 clusters Score -3780196 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3780529.250000 Penalty: 3393.791260
	Iteration 13Q: 3 clusters Score -3780529 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3780733.750000 Penalty: 3393.791260
	Iteration 14Q: 3 clusters Score -3780734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3780864.500000 Penalty: 3393.791260
	Iteration 15Q: 3 clusters Score -3780864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3780969.250000 Penalty: 3393.791260
	Iteration 16Q: 3 clusters Score -3780969 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3781028.000000 Penalty: 3393.791260
	Iteration 17Q: 3 clusters Score -3781028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3781074.500000 Penalty: 3393.791260
	Iteration 18Q: 3 clusters Score -3781074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3781106.250000 Penalty: 3393.791260
	Iteration 19Q: 3 clusters Score -3781106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3781145.250000 Penalty: 3393.791260
	Iteration 20F: 3 clusters Score -3781145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3781171.000000 Penalty: 3393.791260
	Iteration 21Q: 3 clusters Score -3781171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3781185.500000 Penalty: 3393.791260
	Iteration 22Q: 3 clusters Score -3781186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3781184.000000 Penalty: 3393.791260
	Iteration 23Q: 3 clusters Score -3781184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3781193.500000 Penalty: 3393.791260
	Iteration 24Q: 3 clusters Score -3781194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3781196.500000 Penalty: 3393.791260
	Iteration 25Q: 3 clusters Score -3781196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3781198.750000 Penalty: 3393.791260
	Iteration 26Q: 3 clusters Score -3781199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3781203.000000 Penalty: 3393.791260
	Iteration 27Q: 3 clusters Score -3781203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3781200.000000 Penalty: 3393.791260
	Iteration 28Q: 3 clusters Score -3781200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3781202.500000 Penalty: 3393.791260
	Iteration 29Q: 3 clusters Score -3781202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3781205.000000 Penalty: 3393.791260
	Iteration 30Q: 3 clusters Score -3781205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3781212.000000 Penalty: 3393.791260
	Iteration 31Q: 3 clusters Score -3781212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3781210.250000 Penalty: 3393.791260
	Iteration 32Q: 3 clusters Score -3781210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3781206.000000 Penalty: 3393.791260
	Iteration 33Q: 3 clusters Score -3781206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3781208.750000 Penalty: 3393.791260
	Iteration 34Q: 3 clusters Score -3781209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3781209.750000 Penalty: 3393.791260
	Iteration 35Q: 3 clusters Score -3781210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3781214.250000 Penalty: 3393.791260
	Iteration 36Q: 3 clusters Score -3781214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3781210.250000 Penalty: 3393.791260
	Iteration 37Q: 3 clusters Score -3781210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3781212.750000 Penalty: 3393.791260
	Iteration 38Q: 3 clusters Score -3781213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3781209.250000 Penalty: 3393.791260
	Iteration 39Q: 3 clusters Score -3781209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3781218.000000 Penalty: 3393.791260
	Iteration 40F: 3 clusters Score -3781218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3781217.000000 Penalty: 3393.791260
	Iteration 41Q: 3 clusters Score -3781217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3781217.000000 Penalty: 3393.791260
	Iteration 42F: 3 clusters Score -3781217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1124432.625000 Penalty: 1493.894043
	Iteration 0F: 2 clusters Score -1124433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1117343.500000 Penalty: 2987.788086
	Iteration 0F: 3 clusters Score -1117344 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1119657.375000 Penalty: 2987.788086
	Iteration 1F: 3 clusters Score -1119657 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1119903.750000 Penalty: 2987.788086
	Iteration 2F: 3 clusters Score -1119904 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1120095.000000 Penalty: 2987.788086
	Iteration 3Q: 3 clusters Score -1120095 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1120285.000000 Penalty: 2987.788086
	Iteration 4Q: 3 clusters Score -1120285 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1120463.250000 Penalty: 2987.788086
	Iteration 5Q: 3 clusters Score -1120463 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1120643.000000 Penalty: 2987.788086
	Iteration 6Q: 3 clusters Score -1120643 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1120857.625000 Penalty: 2987.788086
	Iteration 7Q: 3 clusters Score -1120858 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1121116.625000 Penalty: 2987.788086
	Iteration 8Q: 3 clusters Score -1121117 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1121442.000000 Penalty: 2987.788086
	Iteration 9F: 3 clusters Score -1121442 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1121817.875000 Penalty: 2987.788086
	Iteration 10F: 3 clusters Score -1121818 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1122234.125000 Penalty: 2987.788086
	Iteration 11F: 3 clusters Score -1122234 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1122587.000000 Penalty: 2987.788086
	Iteration 12Q: 3 clusters Score -1122587 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1122876.125000 Penalty: 2987.788086
	Iteration 13Q: 3 clusters Score -1122876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1123062.500000 Penalty: 2987.788086
	Iteration 14Q: 3 clusters Score -1123062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1123138.375000 Penalty: 2987.788086
	Iteration 15Q: 3 clusters Score -1123138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1123189.125000 Penalty: 2987.788086
	Iteration 16Q: 3 clusters Score -1123189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1123215.000000 Penalty: 2987.788086
	Iteration 17Q: 3 clusters Score -1123215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1123226.625000 Penalty: 2987.788086
	Iteration 18Q: 3 clusters Score -1123227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1123236.000000 Penalty: 2987.788086
	Iteration 19Q: 3 clusters Score -1123236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1123249.500000 Penalty: 2987.788086
	Iteration 20F: 3 clusters Score -1123250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1123257.250000 Penalty: 2987.788086
	Iteration 21Q: 3 clusters Score -1123257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1123260.625000 Penalty: 2987.788086
	Iteration 22Q: 3 clusters Score -1123261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1123266.625000 Penalty: 2987.788086
	Iteration 23Q: 3 clusters Score -1123267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1123270.750000 Penalty: 2987.788086
	Iteration 24Q: 3 clusters Score -1123271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1123277.250000 Penalty: 2987.788086
	Iteration 25Q: 3 clusters Score -1123277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1123284.625000 Penalty: 2987.788086
	Iteration 26Q: 3 clusters Score -1123285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1123289.500000 Penalty: 2987.788086
	Iteration 27Q: 3 clusters Score -1123290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1123297.875000 Penalty: 2987.788086
	Iteration 28Q: 3 clusters Score -1123298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1123302.000000 Penalty: 2987.788086
	Iteration 29Q: 3 clusters Score -1123302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1123307.375000 Penalty: 2987.788086
	Iteration 30Q: 3 clusters Score -1123307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1123309.250000 Penalty: 2987.788086
	Iteration 31Q: 3 clusters Score -1123309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1123310.500000 Penalty: 2987.788086
	Iteration 32Q: 3 clusters Score -1123310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1123310.500000 Penalty: 2987.788086
	Iteration 33Q: 3 clusters Score -1123310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1123311.125000 Penalty: 2987.788086
	Iteration 34Q: 3 clusters Score -1123311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1123311.750000 Penalty: 2987.788086
	Iteration 35Q: 3 clusters Score -1123312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1123315.875000 Penalty: 2987.788086
	Iteration 36Q: 3 clusters Score -1123316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1123317.500000 Penalty: 2987.788086
	Iteration 37Q: 3 clusters Score -1123318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1123321.250000 Penalty: 2987.788086
	Iteration 38Q: 3 clusters Score -1123321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1123323.000000 Penalty: 2987.788086
	Iteration 39Q: 3 clusters Score -1123323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1123325.375000 Penalty: 2987.788086
	Iteration 40F: 3 clusters Score -1123325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1123324.250000 Penalty: 2987.788086
	Iteration 41Q: 3 clusters Score -1123324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1123325.375000 Penalty: 2987.788086
	Iteration 42Q: 3 clusters Score -1123325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1123326.875000 Penalty: 2987.788086
	Iteration 43Q: 3 clusters Score -1123327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1123326.625000 Penalty: 2987.788086
	Iteration 44Q: 3 clusters Score -1123327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1123326.625000 Penalty: 2987.788086
	Iteration 45F: 3 clusters Score -1123327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Entering Unmasked Estep 
Score: -7693858.500000 Penalty: 1807.257568
	Iteration 0F: 2 clusters Score -7693858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -7648518.500000 Penalty: 3614.515137
	Iteration 0F: 3 clusters Score -7648518 nChanged 32089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -7666904.500000 Penalty: 3614.515137
	Iteration 1F: 3 clusters Score -7666904 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -7667575.500000 Penalty: 3614.515137
	Iteration 2Q: 3 clusters Score -7667576 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -7668429.500000 Penalty: 3614.515137
	Iteration 3Q: 3 clusters Score -7668430 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -7670035.000000 Penalty: 3614.515137
	Iteration 4Q: 3 clusters Score -7670035 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7672993.500000 Penalty: 3614.515137
	Iteration 5F: 3 clusters Score -7672994 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -7677829.500000 Penalty: 3614.515137
	Iteration 6F: 3 clusters Score -7677830 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -7683855.500000 Penalty: 3614.515137
	Iteration 7F: 3 clusters Score -7683856 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7688870.000000 Penalty: 3614.515137
	Iteration 8F: 3 clusters Score -7688870 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7691206.500000 Penalty: 3614.515137
	Iteration 9Q: 3 clusters Score -7691206 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7691941.000000 Penalty: 3614.515137
	Iteration 10Q: 3 clusters Score -7691941 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7692143.500000 Penalty: 3614.515137
	Iteration 11Q: 3 clusters Score -7692144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7692236.500000 Penalty: 3614.515137
	Iteration 12Q: 3 clusters Score -7692236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7692268.000000 Penalty: 3614.515137
	Iteration 13Q: 3 clusters Score -7692268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7692325.500000 Penalty: 3614.515137
	Iteration 14Q: 3 clusters Score -7692326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7692351.000000 Penalty: 3614.515137
	Iteration 15Q: 3 clusters Score -7692351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7692379.500000 Penalty: 3614.515137
	Iteration 16Q: 3 clusters Score -7692380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7692391.000000 Penalty: 3614.515137
	Iteration 17Q: 3 clusters Score -7692391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7692405.000000 Penalty: 3614.515137
	Iteration 18Q: 3 clusters Score -7692405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7692408.000000 Penalty: 3614.515137
	Iteration 19Q: 3 clusters Score -7692408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7692421.500000 Penalty: 3614.515137
	Iteration 20F: 3 clusters Score -7692422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7692434.000000 Penalty: 3614.515137
	Iteration 21Q: 3 clusters Score -7692434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7692429.000000 Penalty: 3614.515137
	Iteration 22Q: 3 clusters Score -7692429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7692424.500000 Penalty: 3614.515137
	Iteration 23Q: 3 clusters Score -7692424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7692424.500000 Penalty: 3614.515137
	Iteration 24F: 3 clusters Score -7692424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (129970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129970 members 
Entering Unmasked Estep 
Score: -14602425.000000 Penalty: 1913.447021
	Iteration 0F: 2 clusters Score -1.460242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -14517619.000000 Penalty: 3826.894043
	Iteration 0F: 3 clusters Score -1.451762e+07 nChanged 62594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -14554032.000000 Penalty: 3826.894043
	Iteration 1F: 3 clusters Score -1.455403e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -14554975.000000 Penalty: 3826.894043
	Iteration 2Q: 3 clusters Score -1.455498e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -14555936.000000 Penalty: 3826.894043
	Iteration 3Q: 3 clusters Score -1.455594e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -14557546.000000 Penalty: 3826.894043
	Iteration 4Q: 3 clusters Score -1.455755e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -14559803.000000 Penalty: 3826.894043
	Iteration 5Q: 3 clusters Score -1.45598e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -14563469.000000 Penalty: 3826.894043
	Iteration 6Q: 3 clusters Score -1.456347e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -14568986.000000 Penalty: 3826.894043
	Iteration 7F: 3 clusters Score -1.456899e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -14575894.000000 Penalty: 3826.894043
	Iteration 8F: 3 clusters Score -1.457589e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -14581033.000000 Penalty: 3826.894043
	Iteration 9F: 3 clusters Score -1.458103e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -14583204.000000 Penalty: 3826.894043
	Iteration 10Q: 3 clusters Score -1.45832e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -14584010.000000 Penalty: 3826.894043
	Iteration 11Q: 3 clusters Score -1.458401e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -14584239.000000 Penalty: 3826.894043
	Iteration 12Q: 3 clusters Score -1.458424e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -14584545.000000 Penalty: 3826.894043
	Iteration 13Q: 3 clusters Score -1.458454e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -14584884.000000 Penalty: 3826.894043
	Iteration 14Q: 3 clusters Score -1.458488e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -14585159.000000 Penalty: 3826.894043
	Iteration 15Q: 3 clusters Score -1.458516e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -14585374.000000 Penalty: 3826.894043
	Iteration 16Q: 3 clusters Score -1.458537e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -14585713.000000 Penalty: 3826.894043
	Iteration 17Q: 3 clusters Score -1.458571e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -14586034.000000 Penalty: 3826.894043
	Iteration 18Q: 3 clusters Score -1.458603e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -14586481.000000 Penalty: 3826.894043
	Iteration 19Q: 3 clusters Score -1.458648e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -14586925.000000 Penalty: 3826.894043
	Iteration 20F: 3 clusters Score -1.458692e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -14587522.000000 Penalty: 3826.894043
	Iteration 21Q: 3 clusters Score -1.458752e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -14588238.000000 Penalty: 3826.894043
	Iteration 22Q: 3 clusters Score -1.458824e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -14588984.000000 Penalty: 3826.894043
	Iteration 23Q: 3 clusters Score -1.458898e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -14589700.000000 Penalty: 3826.894043
	Iteration 24Q: 3 clusters Score -1.45897e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -14590412.000000 Penalty: 3826.894043
	Iteration 25Q: 3 clusters Score -1.459041e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -14591291.000000 Penalty: 3826.894043
	Iteration 26Q: 3 clusters Score -1.459129e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -14591994.000000 Penalty: 3826.894043
	Iteration 27Q: 3 clusters Score -1.459199e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -14592840.000000 Penalty: 3826.894043
	Iteration 28Q: 3 clusters Score -1.459284e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -14593760.000000 Penalty: 3826.894043
	Iteration 29Q: 3 clusters Score -1.459376e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -14594555.000000 Penalty: 3826.894043
	Iteration 30Q: 3 clusters Score -1.459456e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 115931 members 
Entering Unmasked Estep 
Score: -14595356.000000 Penalty: 3826.894043
	Iteration 31Q: 3 clusters Score -1.459536e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -14596285.000000 Penalty: 3826.894043
	Iteration 32Q: 3 clusters Score -1.459628e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -14597005.000000 Penalty: 3826.894043
	Iteration 33Q: 3 clusters Score -1.4597e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -14597528.000000 Penalty: 3826.894043
	Iteration 34Q: 3 clusters Score -1.459753e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -14598091.000000 Penalty: 3826.894043
	Iteration 35Q: 3 clusters Score -1.459809e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -14598611.000000 Penalty: 3826.894043
	Iteration 36Q: 3 clusters Score -1.459861e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 124880 members 
Entering Unmasked Estep 
Score: -14599000.000000 Penalty: 3826.894043
	Iteration 37Q: 3 clusters Score -1.4599e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 125752 members 
Entering Unmasked Estep 
Score: -14599353.000000 Penalty: 3826.894043
	Iteration 38Q: 3 clusters Score -1.459935e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -14599655.000000 Penalty: 3826.894043
	Iteration 39Q: 3 clusters Score -1.459966e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 127048 members 
Entering Unmasked Estep 
Score: -14599852.000000 Penalty: 3826.894043
	Iteration 40F: 3 clusters Score -1.459985e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -14600025.000000 Penalty: 3826.894043
	Iteration 41Q: 3 clusters Score -1.460002e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -14600145.000000 Penalty: 3826.894043
	Iteration 42Q: 3 clusters Score -1.460014e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -14600245.000000 Penalty: 3826.894043
	Iteration 43Q: 3 clusters Score -1.460024e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -14600371.000000 Penalty: 3826.894043
	Iteration 44Q: 3 clusters Score -1.460037e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -14600454.000000 Penalty: 3826.894043
	Iteration 45Q: 3 clusters Score -1.460045e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -14600548.000000 Penalty: 3826.894043
	Iteration 46Q: 3 clusters Score -1.460055e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 128792 members 
Entering Unmasked Estep 
Score: -14600625.000000 Penalty: 3826.894043
	Iteration 47Q: 3 clusters Score -1.460062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -14600662.000000 Penalty: 3826.894043
	Iteration 48Q: 3 clusters Score -1.460066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 128961 members 
Entering Unmasked Estep 
Score: -14600724.000000 Penalty: 3826.894043
	Iteration 49Q: 3 clusters Score -1.460072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 129004 members 
Entering Unmasked Estep 
Score: -14600732.000000 Penalty: 3826.894043
	Iteration 50Q: 3 clusters Score -1.460073e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -14600745.000000 Penalty: 3826.894043
	Iteration 51Q: 3 clusters Score -1.460074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -14600759.000000 Penalty: 3826.894043
	Iteration 52Q: 3 clusters Score -1.460076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 129121 members 
Entering Unmasked Estep 
Score: -14600772.000000 Penalty: 3826.894043
	Iteration 53Q: 3 clusters Score -1.460077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 129148 members 
Entering Unmasked Estep 
Score: -14600791.000000 Penalty: 3826.894043
	Iteration 54Q: 3 clusters Score -1.460079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -14600801.000000 Penalty: 3826.894043
	Iteration 55Q: 3 clusters Score -1.46008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -14600818.000000 Penalty: 3826.894043
	Iteration 56Q: 3 clusters Score -1.460082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 129209 members 
Entering Unmasked Estep 
Score: -14600844.000000 Penalty: 3826.894043
	Iteration 57Q: 3 clusters Score -1.460084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -14600851.000000 Penalty: 3826.894043
	Iteration 58Q: 3 clusters Score -1.460085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -14600856.000000 Penalty: 3826.894043
	Iteration 59Q: 3 clusters Score -1.460086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 129248 members 
Entering Unmasked Estep 
Score: -14600859.000000 Penalty: 3826.894043
	Iteration 60F: 3 clusters Score -1.460086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -14600868.000000 Penalty: 3826.894043
	Iteration 61Q: 3 clusters Score -1.460087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -14600881.000000 Penalty: 3826.894043
	Iteration 62Q: 3 clusters Score -1.460088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 129278 members 
Entering Unmasked Estep 
Score: -14600884.000000 Penalty: 3826.894043
	Iteration 63Q: 3 clusters Score -1.460088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -14600872.000000 Penalty: 3826.894043
	Iteration 64Q: 3 clusters Score -1.460087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -14600867.000000 Penalty: 3826.894043
	Iteration 65Q: 3 clusters Score -1.460087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -14600877.000000 Penalty: 3826.894043
	Iteration 66Q: 3 clusters Score -1.460088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 129299 members 
Entering Unmasked Estep 
Score: -14600881.000000 Penalty: 3826.894043
	Iteration 67Q: 3 clusters Score -1.460088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -14600886.000000 Penalty: 3826.894043
	Iteration 68Q: 3 clusters Score -1.460089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -14600886.000000 Penalty: 3826.894043
	Iteration 69Q: 3 clusters Score -1.460089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 129311 members 
Entering Unmasked Estep 
Score: -14600885.000000 Penalty: 3826.894043
	Iteration 70Q: 3 clusters Score -1.460088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -14600880.000000 Penalty: 3826.894043
	Iteration 71Q: 3 clusters Score -1.460088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -14600882.000000 Penalty: 3826.894043
	Iteration 72Q: 3 clusters Score -1.460088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
Score: -14600886.000000 Penalty: 3826.894043
	Iteration 73Q: 3 clusters Score -1.460089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -14600882.000000 Penalty: 3826.894043
	Iteration 74Q: 3 clusters Score -1.460088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 129322 members 
Entering Unmasked Estep 
Score: -14600888.000000 Penalty: 3826.894043
	Iteration 75Q: 3 clusters Score -1.460089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 129324 members 
Entering Unmasked Estep 
Score: -14600899.000000 Penalty: 3826.894043
	Iteration 76Q: 3 clusters Score -1.46009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -14600889.000000 Penalty: 3826.894043
	Iteration 77Q: 3 clusters Score -1.460089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -14600888.000000 Penalty: 3826.894043
	Iteration 78Q: 3 clusters Score -1.460089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -14600894.000000 Penalty: 3826.894043
	Iteration 79Q: 3 clusters Score -1.460089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -14600897.000000 Penalty: 3826.894043
	Iteration 80F: 3 clusters Score -1.46009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46665 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147845 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45395 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88969 members 
Mstep: Class 14 contains 34284 members 
Mstep: Class 15 contains 9830 members 
Mstep: Class 16 contains 67615 members 
Mstep: Class 17 contains 129970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748976.000000 Penalty: 28054.662109
Iteration 159Q: 14 clusters Score -6.474898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46682 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147852 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45394 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88968 members 
Mstep: Class 14 contains 34281 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 67618 members 
Mstep: Class 17 contains 129971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748944.000000 Penalty: 28054.662109
Iteration 160F: 14 clusters Score -6.474894e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46696 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147858 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45391 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34282 members 
Mstep: Class 15 contains 9776 members 
Mstep: Class 16 contains 67623 members 
Mstep: Class 17 contains 129981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748968.000000 Penalty: 28054.662109
Iteration 161Q: 14 clusters Score -6.474897e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46715 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147859 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45383 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34281 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 67627 members 
Mstep: Class 17 contains 129987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748972.000000 Penalty: 28054.662109
Iteration 162Q: 14 clusters Score -6.474897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46726 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147860 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45376 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34281 members 
Mstep: Class 15 contains 9741 members 
Mstep: Class 16 contains 67635 members 
Mstep: Class 17 contains 129989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748944.000000 Penalty: 28054.662109
Iteration 163Q: 14 clusters Score -6.474894e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46734 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147865 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45372 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34279 members 
Mstep: Class 15 contains 9725 members 
Mstep: Class 16 contains 67637 members 
Mstep: Class 17 contains 129996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748980.000000 Penalty: 28054.662109
Iteration 164Q: 14 clusters Score -6.474898e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46741 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 147872 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45363 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9716 members 
Mstep: Class 16 contains 67640 members 
Mstep: Class 17 contains 129999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748948.000000 Penalty: 28054.662109
Iteration 165Q: 14 clusters Score -6.474895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46745 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 147881 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45356 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88968 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 67643 members 
Mstep: Class 17 contains 129997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 166Q: 14 clusters Score -6.474892e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 46753 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147879 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45350 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88968 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 67642 members 
Mstep: Class 17 contains 130005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748944.000000 Penalty: 28054.662109
Iteration 167Q: 14 clusters Score -6.474894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 46761 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147871 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45346 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88968 members 
Mstep: Class 14 contains 34273 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 16 contains 67645 members 
Mstep: Class 17 contains 130011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748948.000000 Penalty: 28054.662109
Iteration 168Q: 14 clusters Score -6.474895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 46769 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147870 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45334 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 67648 members 
Mstep: Class 17 contains 130018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749016.000000 Penalty: 28054.662109
Iteration 169Q: 14 clusters Score -6.474902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 46775 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147872 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45328 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 67652 members 
Mstep: Class 17 contains 130010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749024.000000 Penalty: 28054.662109
Iteration 170Q: 14 clusters Score -6.474902e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 46783 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147871 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45322 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34279 members 
Mstep: Class 15 contains 9691 members 
Mstep: Class 16 contains 67655 members 
Mstep: Class 17 contains 130009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749068.000000 Penalty: 28054.662109
Iteration 171Q: 14 clusters Score -6.474907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46792 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147868 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45312 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34280 members 
Mstep: Class 15 contains 9685 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 130017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749056.000000 Penalty: 28054.662109
Iteration 172Q: 14 clusters Score -6.474906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46796 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147871 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45304 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88967 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 9683 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 130022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749020.000000 Penalty: 28054.662109
Iteration 173Q: 14 clusters Score -6.474902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46800 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147873 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45296 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88966 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9680 members 
Mstep: Class 16 contains 67658 members 
Mstep: Class 17 contains 130028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748972.000000 Penalty: 28054.662109
Iteration 174Q: 14 clusters Score -6.474897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46803 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147873 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45293 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88966 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 67659 members 
Mstep: Class 17 contains 130032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748972.000000 Penalty: 28054.662109
Iteration 175Q: 14 clusters Score -6.474897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46806 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147874 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88966 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 67661 members 
Mstep: Class 17 contains 130033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748988.000000 Penalty: 28054.662109
Iteration 176Q: 14 clusters Score -6.474899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46809 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147878 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88965 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 67662 members 
Mstep: Class 17 contains 130030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749028.000000 Penalty: 28054.662109
Iteration 177Q: 14 clusters Score -6.474903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46810 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147878 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45291 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88964 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 67666 members 
Mstep: Class 17 contains 130027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749000.000000 Penalty: 28054.662109
Iteration 178Q: 14 clusters Score -6.4749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46813 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88964 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 67669 members 
Mstep: Class 17 contains 130029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749012.000000 Penalty: 28054.662109
Iteration 179Q: 14 clusters Score -6.474901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46814 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147878 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34277 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 67670 members 
Mstep: Class 17 contains 130030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749016.000000 Penalty: 28054.662109
Iteration 180F: 14 clusters Score -6.474902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147872 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34276 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 67672 members 
Mstep: Class 17 contains 130035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748980.000000 Penalty: 28054.662109
Iteration 181Q: 14 clusters Score -6.474898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46817 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147870 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9651 members 
Mstep: Class 16 contains 67671 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748976.000000 Penalty: 28054.662109
Iteration 182Q: 14 clusters Score -6.474898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46817 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147872 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9649 members 
Mstep: Class 16 contains 67671 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748984.000000 Penalty: 28054.662109
Iteration 183Q: 14 clusters Score -6.474898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147868 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9650 members 
Mstep: Class 16 contains 67670 members 
Mstep: Class 17 contains 130043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748984.000000 Penalty: 28054.662109
Iteration 184Q: 14 clusters Score -6.474898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147868 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45286 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 9650 members 
Mstep: Class 16 contains 67670 members 
Mstep: Class 17 contains 130044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748952.000000 Penalty: 28054.662109
Iteration 185Q: 14 clusters Score -6.474895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147870 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 9649 members 
Mstep: Class 16 contains 67671 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748972.000000 Penalty: 28054.662109
Iteration 186Q: 14 clusters Score -6.474897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147866 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45291 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 9648 members 
Mstep: Class 16 contains 67673 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748980.000000 Penalty: 28054.662109
Iteration 187Q: 14 clusters Score -6.474898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46818 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147867 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 67674 members 
Mstep: Class 17 contains 130041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748952.000000 Penalty: 28054.662109
Iteration 188Q: 14 clusters Score -6.474895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46817 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147865 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 67674 members 
Mstep: Class 17 contains 130044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748924.000000 Penalty: 28054.662109
Iteration 189Q: 14 clusters Score -6.474892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46820 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147866 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 67674 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748908.000000 Penalty: 28054.662109
Iteration 190Q: 14 clusters Score -6.474891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46822 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147868 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9645 members 
Mstep: Class 16 contains 67674 members 
Mstep: Class 17 contains 130037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748904.000000 Penalty: 28054.662109
Iteration 191Q: 14 clusters Score -6.47489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46824 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147869 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9645 members 
Mstep: Class 16 contains 67675 members 
Mstep: Class 17 contains 130033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748904.000000 Penalty: 28054.662109
Iteration 192Q: 14 clusters Score -6.47489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147868 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88963 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 67678 members 
Mstep: Class 17 contains 130030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748896.000000 Penalty: 28054.662109
Iteration 193Q: 14 clusters Score -6.47489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147866 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88962 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9643 members 
Mstep: Class 16 contains 67679 members 
Mstep: Class 17 contains 130031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748880.000000 Penalty: 28054.662109
Iteration 194Q: 14 clusters Score -6.474888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147865 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88962 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 67682 members 
Mstep: Class 17 contains 130032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748880.000000 Penalty: 28054.662109
Iteration 195Q: 14 clusters Score -6.474888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46825 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147864 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45291 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88962 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 67683 members 
Mstep: Class 17 contains 130035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 196Q: 14 clusters Score -6.47489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46828 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147867 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45292 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9627 members 
Mstep: Class 16 contains 67684 members 
Mstep: Class 17 contains 130036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748924.000000 Penalty: 28054.662109
Iteration 197Q: 14 clusters Score -6.474892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46827 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147871 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45290 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9622 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748888.000000 Penalty: 28054.662109
Iteration 198Q: 14 clusters Score -6.474889e+07 nChanged 13
Entering ConstructFrom: 
Score: -64748888.000000 Penalty: 28054.662109
Entering ConstructFrom: 
Trying to split cluster 1 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -593553.375000 Penalty: 1400.268799
	Iteration 0F: 2 clusters Score -593553.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -589265.187500 Penalty: 2800.537598
	Iteration 0F: 3 clusters Score -589265.2 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -590531.812500 Penalty: 2800.537598
	Iteration 1F: 3 clusters Score -590531.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -590759.687500 Penalty: 2800.537598
	Iteration 2F: 3 clusters Score -590759.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -591027.687500 Penalty: 2800.537598
	Iteration 3F: 3 clusters Score -591027.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -591444.125000 Penalty: 2800.537598
	Iteration 4F: 3 clusters Score -591444.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -591882.125000 Penalty: 2800.537598
	Iteration 5F: 3 clusters Score -591882.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -592307.500000 Penalty: 2800.537598
	Iteration 6F: 3 clusters Score -592307.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -592658.812500 Penalty: 2800.537598
	Iteration 7F: 3 clusters Score -592658.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -592885.500000 Penalty: 2800.537598
	Iteration 8F: 3 clusters Score -592885.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -592994.062500 Penalty: 2800.537598
	Iteration 9Q: 3 clusters Score -592994.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -593058.250000 Penalty: 2800.537598
	Iteration 10Q: 3 clusters Score -593058.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -593094.937500 Penalty: 2800.537598
	Iteration 11Q: 3 clusters Score -593094.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -593117.625000 Penalty: 2800.537598
	Iteration 12Q: 3 clusters Score -593117.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -593131.312500 Penalty: 2800.537598
	Iteration 13Q: 3 clusters Score -593131.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -593143.500000 Penalty: 2800.537598
	Iteration 14Q: 3 clusters Score -593143.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -593152.250000 Penalty: 2800.537598
	Iteration 15Q: 3 clusters Score -593152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -593160.312500 Penalty: 2800.537598
	Iteration 16Q: 3 clusters Score -593160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -593168.562500 Penalty: 2800.537598
	Iteration 17Q: 3 clusters Score -593168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -593176.375000 Penalty: 2800.537598
	Iteration 18Q: 3 clusters Score -593176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -593180.062500 Penalty: 2800.537598
	Iteration 19Q: 3 clusters Score -593180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -593181.625000 Penalty: 2800.537598
	Iteration 20F: 3 clusters Score -593181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -593181.937500 Penalty: 2800.537598
	Iteration 21Q: 3 clusters Score -593181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -593182.562500 Penalty: 2800.537598
	Iteration 22Q: 3 clusters Score -593182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -593182.750000 Penalty: 2800.537598
	Iteration 23Q: 3 clusters Score -593182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -593182.625000 Penalty: 2800.537598
	Iteration 24Q: 3 clusters Score -593182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -593182.625000 Penalty: 2800.537598
	Iteration 25F: 3 clusters Score -593182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Entering Unmasked Estep 
Score: -5329390.500000 Penalty: 1747.556519
	Iteration 0F: 2 clusters Score -5329390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5297946.500000 Penalty: 3495.113037
	Iteration 0F: 3 clusters Score -5297946 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5310365.000000 Penalty: 3495.113037
	Iteration 1F: 3 clusters Score -5310365 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5311236.000000 Penalty: 3495.113037
	Iteration 2Q: 3 clusters Score -5311236 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5312618.000000 Penalty: 3495.113037
	Iteration 3F: 3 clusters Score -5312618 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5314687.000000 Penalty: 3495.113037
	Iteration 4F: 3 clusters Score -5314687 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5317595.500000 Penalty: 3495.113037
	Iteration 5F: 3 clusters Score -5317596 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5321140.500000 Penalty: 3495.113037
	Iteration 6F: 3 clusters Score -5321140 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5324189.000000 Penalty: 3495.113037
	Iteration 7F: 3 clusters Score -5324189 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5326051.500000 Penalty: 3495.113037
	Iteration 8Q: 3 clusters Score -5326052 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5326862.500000 Penalty: 3495.113037
	Iteration 9Q: 3 clusters Score -5326862 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5327192.000000 Penalty: 3495.113037
	Iteration 10Q: 3 clusters Score -5327192 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5327405.000000 Penalty: 3495.113037
	Iteration 11Q: 3 clusters Score -5327405 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5327491.500000 Penalty: 3495.113037
	Iteration 12Q: 3 clusters Score -5327492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5327584.000000 Penalty: 3495.113037
	Iteration 13Q: 3 clusters Score -5327584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -5327655.000000 Penalty: 3495.113037
	Iteration 14Q: 3 clusters Score -5327655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5327717.000000 Penalty: 3495.113037
	Iteration 15Q: 3 clusters Score -5327717 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5327808.500000 Penalty: 3495.113037
	Iteration 16Q: 3 clusters Score -5327808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5327851.500000 Penalty: 3495.113037
	Iteration 17Q: 3 clusters Score -5327852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5327887.500000 Penalty: 3495.113037
	Iteration 18Q: 3 clusters Score -5327888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5327915.500000 Penalty: 3495.113037
	Iteration 19Q: 3 clusters Score -5327916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5327932.000000 Penalty: 3495.113037
	Iteration 20F: 3 clusters Score -5327932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5327952.500000 Penalty: 3495.113037
	Iteration 21Q: 3 clusters Score -5327952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5327967.000000 Penalty: 3495.113037
	Iteration 22Q: 3 clusters Score -5327967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5327988.000000 Penalty: 3495.113037
	Iteration 23Q: 3 clusters Score -5327988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5328010.500000 Penalty: 3495.113037
	Iteration 24Q: 3 clusters Score -5328010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5328024.500000 Penalty: 3495.113037
	Iteration 25Q: 3 clusters Score -5328024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5328043.500000 Penalty: 3495.113037
	Iteration 26Q: 3 clusters Score -5328044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5328054.500000 Penalty: 3495.113037
	Iteration 27Q: 3 clusters Score -5328054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -5328091.500000 Penalty: 3495.113037
	Iteration 28Q: 3 clusters Score -5328092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5328110.000000 Penalty: 3495.113037
	Iteration 29Q: 3 clusters Score -5328110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5328122.500000 Penalty: 3495.113037
	Iteration 30Q: 3 clusters Score -5328122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5328125.000000 Penalty: 3495.113037
	Iteration 31Q: 3 clusters Score -5328125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5328126.500000 Penalty: 3495.113037
	Iteration 32Q: 3 clusters Score -5328126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5328138.000000 Penalty: 3495.113037
	Iteration 33Q: 3 clusters Score -5328138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -5328146.500000 Penalty: 3495.113037
	Iteration 34Q: 3 clusters Score -5328146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5328162.500000 Penalty: 3495.113037
	Iteration 35Q: 3 clusters Score -5328162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5328162.000000 Penalty: 3495.113037
	Iteration 36Q: 3 clusters Score -5328162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5328167.500000 Penalty: 3495.113037
	Iteration 37Q: 3 clusters Score -5328168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5328167.500000 Penalty: 3495.113037
	Iteration 38Q: 3 clusters Score -5328168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5328164.000000 Penalty: 3495.113037
	Iteration 39Q: 3 clusters Score -5328164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -5328171.000000 Penalty: 3495.113037
	Iteration 40F: 3 clusters Score -5328171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5328168.500000 Penalty: 3495.113037
	Iteration 41Q: 3 clusters Score -5328168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5328169.500000 Penalty: 3495.113037
	Iteration 42Q: 3 clusters Score -5328170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -5328164.500000 Penalty: 3495.113037
	Iteration 43Q: 3 clusters Score -5328164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5328172.000000 Penalty: 3495.113037
	Iteration 44Q: 3 clusters Score -5328172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -5328170.500000 Penalty: 3495.113037
	Iteration 45Q: 3 clusters Score -5328170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5328165.000000 Penalty: 3495.113037
	Iteration 46Q: 3 clusters Score -5328165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5328168.500000 Penalty: 3495.113037
	Iteration 47Q: 3 clusters Score -5328168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -5328167.500000 Penalty: 3495.113037
	Iteration 48Q: 3 clusters Score -5328168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -5328166.000000 Penalty: 3495.113037
	Iteration 49Q: 3 clusters Score -5328166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5328171.500000 Penalty: 3495.113037
	Iteration 50Q: 3 clusters Score -5328172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5328171.500000 Penalty: 3495.113037
	Iteration 51Q: 3 clusters Score -5328172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5328168.000000 Penalty: 3495.113037
	Iteration 52Q: 3 clusters Score -5328168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5328169.000000 Penalty: 3495.113037
	Iteration 53Q: 3 clusters Score -5328169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -5328170.000000 Penalty: 3495.113037
	Iteration 54Q: 3 clusters Score -5328170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -5328170.000000 Penalty: 3495.113037
	Iteration 55Q: 3 clusters Score -5328170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -5328169.000000 Penalty: 3495.113037
	Iteration 56Q: 3 clusters Score -5328169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -5328170.000000 Penalty: 3495.113037
	Iteration 57Q: 3 clusters Score -5328170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -5328171.000000 Penalty: 3495.113037
	Iteration 58Q: 3 clusters Score -5328171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -5328173.500000 Penalty: 3495.113037
	Iteration 59Q: 3 clusters Score -5328174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -5328177.000000 Penalty: 3495.113037
	Iteration 60F: 3 clusters Score -5328177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5328175.000000 Penalty: 3495.113037
	Iteration 61Q: 3 clusters Score -5328175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -5328171.000000 Penalty: 3495.113037
	Iteration 62Q: 3 clusters Score -5328171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5328175.000000 Penalty: 3495.113037
	Iteration 63Q: 3 clusters Score -5328175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -5328178.500000 Penalty: 3495.113037
	Iteration 64Q: 3 clusters Score -5328178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -5328185.500000 Penalty: 3495.113037
	Iteration 65Q: 3 clusters Score -5328186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5328182.000000 Penalty: 3495.113037
	Iteration 66Q: 3 clusters Score -5328182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5328182.000000 Penalty: 3495.113037
	Iteration 67F: 3 clusters Score -5328182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -186997.203125 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -186997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185114.125000 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -185114.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185484.359375 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -185484.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185585.312500 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -185585.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -185637.875000 Penalty: 2408.952148
	Iteration 3Q: 3 clusters Score -185637.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -185669.468750 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -185669.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -185695.000000 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -185695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -185712.421875 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -185712.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -185726.828125 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -185726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -185741.265625 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -185741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185752.890625 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -185752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -185767.750000 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -185767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185784.796875 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -185784.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185797.484375 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -185797.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -185804.781250 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -185804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -185809.984375 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -185810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -185818.140625 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -185818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -185825.250000 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -185825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -185832.687500 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -185832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -185835.671875 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -185835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -185837.093750 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -185837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -185838.234375 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -185838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -185839.656250 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -185839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -185841.609375 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -185841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -185845.515625 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -185845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185848.984375 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -185849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -185855.281250 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -185855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -185860.125000 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -185860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -185864.578125 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -185864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -185871.140625 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -185871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -185880.296875 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -185880.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -185893.531250 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -185893.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -185903.578125 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -185903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -185908.718750 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -185908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -185911.125000 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -185911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -185911.937500 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -185911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -185914.015625 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -185914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -185915.781250 Penalty: 2408.952148
	Iteration 36Q: 3 clusters Score -185915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -185915.781250 Penalty: 2408.952148
	Iteration 37F: 3 clusters Score -185915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147873 members 
Entering Unmasked Estep 
Score: -16681139.000000 Penalty: 1934.417725
	Iteration 0F: 2 clusters Score -1.668114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -16585433.000000 Penalty: 3868.835449
	Iteration 0F: 3 clusters Score -1.658543e+07 nChanged 71483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -16627723.000000 Penalty: 3868.835449
	Iteration 1F: 3 clusters Score -1.662772e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -16628952.000000 Penalty: 3868.835449
	Iteration 2Q: 3 clusters Score -1.662895e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -16631138.000000 Penalty: 3868.835449
	Iteration 3Q: 3 clusters Score -1.663114e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -16635228.000000 Penalty: 3868.835449
	Iteration 4F: 3 clusters Score -1.663523e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -16641926.000000 Penalty: 3868.835449
	Iteration 5F: 3 clusters Score -1.664193e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -16650726.000000 Penalty: 3868.835449
	Iteration 6F: 3 clusters Score -1.665073e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -16660149.000000 Penalty: 3868.835449
	Iteration 7F: 3 clusters Score -1.666015e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -16667667.000000 Penalty: 3868.835449
	Iteration 8F: 3 clusters Score -1.666767e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133296 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -16672410.000000 Penalty: 3868.835449
	Iteration 9Q: 3 clusters Score -1.667241e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135902 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -16674940.000000 Penalty: 3868.835449
	Iteration 10Q: 3 clusters Score -1.667494e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137464 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -16676496.000000 Penalty: 3868.835449
	Iteration 11Q: 3 clusters Score -1.66765e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -16677445.000000 Penalty: 3868.835449
	Iteration 12Q: 3 clusters Score -1.667744e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139416 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -16678069.000000 Penalty: 3868.835449
	Iteration 13Q: 3 clusters Score -1.667807e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -16678632.000000 Penalty: 3868.835449
	Iteration 14Q: 3 clusters Score -1.667863e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140727 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -16679032.000000 Penalty: 3868.835449
	Iteration 15Q: 3 clusters Score -1.667903e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141225 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -16679260.000000 Penalty: 3868.835449
	Iteration 16Q: 3 clusters Score -1.667926e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -16679521.000000 Penalty: 3868.835449
	Iteration 17Q: 3 clusters Score -1.667952e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -16679725.000000 Penalty: 3868.835449
	Iteration 18Q: 3 clusters Score -1.667972e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142511 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -16679867.000000 Penalty: 3868.835449
	Iteration 19Q: 3 clusters Score -1.667987e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142824 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -16679970.000000 Penalty: 3868.835449
	Iteration 20F: 3 clusters Score -1.667997e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -16680066.000000 Penalty: 3868.835449
	Iteration 21Q: 3 clusters Score -1.668007e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143304 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -16680133.000000 Penalty: 3868.835449
	Iteration 22Q: 3 clusters Score -1.668013e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16680178.000000 Penalty: 3868.835449
	Iteration 23Q: 3 clusters Score -1.668018e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -16680200.000000 Penalty: 3868.835449
	Iteration 24Q: 3 clusters Score -1.66802e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143770 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -16680222.000000 Penalty: 3868.835449
	Iteration 25Q: 3 clusters Score -1.668022e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143876 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16680235.000000 Penalty: 3868.835449
	Iteration 26Q: 3 clusters Score -1.668024e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -16680266.000000 Penalty: 3868.835449
	Iteration 27Q: 3 clusters Score -1.668027e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -16680320.000000 Penalty: 3868.835449
	Iteration 28Q: 3 clusters Score -1.668032e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -16680371.000000 Penalty: 3868.835449
	Iteration 29Q: 3 clusters Score -1.668037e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -16680415.000000 Penalty: 3868.835449
	Iteration 30Q: 3 clusters Score -1.668042e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -16680436.000000 Penalty: 3868.835449
	Iteration 31Q: 3 clusters Score -1.668044e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144420 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -16680441.000000 Penalty: 3868.835449
	Iteration 32Q: 3 clusters Score -1.668044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144478 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -16680480.000000 Penalty: 3868.835449
	Iteration 33Q: 3 clusters Score -1.668048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144527 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -16680492.000000 Penalty: 3868.835449
	Iteration 34Q: 3 clusters Score -1.668049e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -16680473.000000 Penalty: 3868.835449
	Iteration 35Q: 3 clusters Score -1.668047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -16680491.000000 Penalty: 3868.835449
	Iteration 36Q: 3 clusters Score -1.668049e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -16680502.000000 Penalty: 3868.835449
	Iteration 37Q: 3 clusters Score -1.66805e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -16680502.000000 Penalty: 3868.835449
	Iteration 38Q: 3 clusters Score -1.66805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -16680478.000000 Penalty: 3868.835449
	Iteration 39Q: 3 clusters Score -1.668048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -16680477.000000 Penalty: 3868.835449
	Iteration 40F: 3 clusters Score -1.668048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16680473.000000 Penalty: 3868.835449
	Iteration 41Q: 3 clusters Score -1.668047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -16680459.000000 Penalty: 3868.835449
	Iteration 42Q: 3 clusters Score -1.668046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -16680477.000000 Penalty: 3868.835449
	Iteration 43Q: 3 clusters Score -1.668048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -16680476.000000 Penalty: 3868.835449
	Iteration 44Q: 3 clusters Score -1.668048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144798 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -16680486.000000 Penalty: 3868.835449
	Iteration 45Q: 3 clusters Score -1.668049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -16680476.000000 Penalty: 3868.835449
	Iteration 46Q: 3 clusters Score -1.668048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -16680477.000000 Penalty: 3868.835449
	Iteration 47Q: 3 clusters Score -1.668048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144818 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -16680477.000000 Penalty: 3868.835449
	Iteration 48Q: 3 clusters Score -1.668048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144829 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -16680485.000000 Penalty: 3868.835449
	Iteration 49Q: 3 clusters Score -1.668048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16680493.000000 Penalty: 3868.835449
	Iteration 50Q: 3 clusters Score -1.668049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16680509.000000 Penalty: 3868.835449
	Iteration 51Q: 3 clusters Score -1.668051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -16680499.000000 Penalty: 3868.835449
	Iteration 52Q: 3 clusters Score -1.66805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -16680488.000000 Penalty: 3868.835449
	Iteration 53Q: 3 clusters Score -1.668049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -16680478.000000 Penalty: 3868.835449
	Iteration 54Q: 3 clusters Score -1.668048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -16680486.000000 Penalty: 3868.835449
	Iteration 55Q: 3 clusters Score -1.668049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -16680490.000000 Penalty: 3868.835449
	Iteration 56Q: 3 clusters Score -1.668049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -16680487.000000 Penalty: 3868.835449
	Iteration 57Q: 3 clusters Score -1.668049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144925 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16680497.000000 Penalty: 3868.835449
	Iteration 58Q: 3 clusters Score -1.66805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -16680487.000000 Penalty: 3868.835449
	Iteration 59Q: 3 clusters Score -1.668049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -16680481.000000 Penalty: 3868.835449
	Iteration 60F: 3 clusters Score -1.668048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144938 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -16680475.000000 Penalty: 3868.835449
	Iteration 61Q: 3 clusters Score -1.668048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16680477.000000 Penalty: 3868.835449
	Iteration 62Q: 3 clusters Score -1.668048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -16680462.000000 Penalty: 3868.835449
	Iteration 63Q: 3 clusters Score -1.668046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16680470.000000 Penalty: 3868.835449
	Iteration 64Q: 3 clusters Score -1.668047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16680470.000000 Penalty: 3868.835449
	Iteration 65F: 3 clusters Score -1.668047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -468868.468750 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -468868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -465353.312500 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -465353.3 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -466339.218750 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -466339.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -466529.343750 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -466529.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -466656.687500 Penalty: 2717.707275
	Iteration 3F: 3 clusters Score -466656.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -466729.437500 Penalty: 2717.707275
	Iteration 4Q: 3 clusters Score -466729.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -466793.375000 Penalty: 2717.707275
	Iteration 5Q: 3 clusters Score -466793.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -466845.781250 Penalty: 2717.707275
	Iteration 6Q: 3 clusters Score -466845.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -466892.937500 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -466892.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -466931.468750 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -466931.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -466963.562500 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -466963.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -466991.843750 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -466991.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -467011.593750 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -467011.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -467028.031250 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -467028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -467049.156250 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -467049.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -467072.656250 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -467072.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -467093.718750 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -467093.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -467114.187500 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -467114.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -467138.343750 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -467138.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -467163.718750 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -467163.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -467197.406250 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -467197.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -467239.718750 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -467239.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -467287.093750 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -467287.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -467334.906250 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -467334.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -467376.000000 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -467376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -467418.218750 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -467418.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -467460.593750 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -467460.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -467491.781250 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -467491.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -467528.156250 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -467528.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -467559.156250 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -467559.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -467589.031250 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -467589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -467616.500000 Penalty: 2717.707275
	Iteration 30Q: 3 clusters Score -467616.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -467638.031250 Penalty: 2717.707275
	Iteration 31Q: 3 clusters Score -467638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -467655.062500 Penalty: 2717.707275
	Iteration 32Q: 3 clusters Score -467655.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -467680.468750 Penalty: 2717.707275
	Iteration 33Q: 3 clusters Score -467680.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -467703.156250 Penalty: 2717.707275
	Iteration 34Q: 3 clusters Score -467703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -467720.500000 Penalty: 2717.707275
	Iteration 35Q: 3 clusters Score -467720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -467729.187500 Penalty: 2717.707275
	Iteration 36Q: 3 clusters Score -467729.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -467737.656250 Penalty: 2717.707275
	Iteration 37Q: 3 clusters Score -467737.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -467749.031250 Penalty: 2717.707275
	Iteration 38Q: 3 clusters Score -467749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -467759.187500 Penalty: 2717.707275
	Iteration 39Q: 3 clusters Score -467759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -467768.656250 Penalty: 2717.707275
	Iteration 40F: 3 clusters Score -467768.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -467777.093750 Penalty: 2717.707275
	Iteration 41Q: 3 clusters Score -467777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -467788.968750 Penalty: 2717.707275
	Iteration 42Q: 3 clusters Score -467789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -467806.656250 Penalty: 2717.707275
	Iteration 43Q: 3 clusters Score -467806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -467821.687500 Penalty: 2717.707275
	Iteration 44Q: 3 clusters Score -467821.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -467833.093750 Penalty: 2717.707275
	Iteration 45Q: 3 clusters Score -467833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -467839.000000 Penalty: 2717.707275
	Iteration 46Q: 3 clusters Score -467839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -467844.656250 Penalty: 2717.707275
	Iteration 47Q: 3 clusters Score -467844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -467846.750000 Penalty: 2717.707275
	Iteration 48Q: 3 clusters Score -467846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -467846.906250 Penalty: 2717.707275
	Iteration 49Q: 3 clusters Score -467846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -467846.906250 Penalty: 2717.707275
	Iteration 50F: 3 clusters Score -467846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -15636.470703 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -15636.47 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 85 members 
Entering Unmasked Estep 
Score: -15009.735352 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -15009.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15192.502930 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -15192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15246.308594 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -15246.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15266.814453 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -15266.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15273.829102 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -15273.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15284.753906 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -15284.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15284.753906 Penalty: 1701.843628
	Iteration 6F: 3 clusters Score -15284.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Entering Unmasked Estep 
Score: -5163517.000000 Penalty: 1742.136719
	Iteration 0F: 2 clusters Score -5163517 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 22789 members 
Entering Unmasked Estep 
Score: -5132963.000000 Penalty: 3484.273438
	Iteration 0F: 3 clusters Score -5132963 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5145163.000000 Penalty: 3484.273438
	Iteration 1F: 3 clusters Score -5145163 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5145833.500000 Penalty: 3484.273438
	Iteration 2Q: 3 clusters Score -5145834 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5146743.000000 Penalty: 3484.273438
	Iteration 3Q: 3 clusters Score -5146743 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5148127.500000 Penalty: 3484.273438
	Iteration 4F: 3 clusters Score -5148128 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5150294.500000 Penalty: 3484.273438
	Iteration 5F: 3 clusters Score -5150294 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5153375.000000 Penalty: 3484.273438
	Iteration 6F: 3 clusters Score -5153375 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5156840.500000 Penalty: 3484.273438
	Iteration 7F: 3 clusters Score -5156840 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -5159425.500000 Penalty: 3484.273438
	Iteration 8F: 3 clusters Score -5159426 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5160869.500000 Penalty: 3484.273438
	Iteration 9Q: 3 clusters Score -5160870 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5161492.500000 Penalty: 3484.273438
	Iteration 10Q: 3 clusters Score -5161492 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5161719.500000 Penalty: 3484.273438
	Iteration 11Q: 3 clusters Score -5161720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5161840.500000 Penalty: 3484.273438
	Iteration 12Q: 3 clusters Score -5161840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5161897.500000 Penalty: 3484.273438
	Iteration 13Q: 3 clusters Score -5161898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5161921.000000 Penalty: 3484.273438
	Iteration 14Q: 3 clusters Score -5161921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5161939.000000 Penalty: 3484.273438
	Iteration 15Q: 3 clusters Score -5161939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -5161958.500000 Penalty: 3484.273438
	Iteration 16Q: 3 clusters Score -5161958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5161982.500000 Penalty: 3484.273438
	Iteration 17Q: 3 clusters Score -5161982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5161994.500000 Penalty: 3484.273438
	Iteration 18Q: 3 clusters Score -5161994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -5162006.000000 Penalty: 3484.273438
	Iteration 19Q: 3 clusters Score -5162006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5162011.500000 Penalty: 3484.273438
	Iteration 20F: 3 clusters Score -5162012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5162016.000000 Penalty: 3484.273438
	Iteration 21Q: 3 clusters Score -5162016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5162020.000000 Penalty: 3484.273438
	Iteration 22Q: 3 clusters Score -5162020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5162020.000000 Penalty: 3484.273438
	Iteration 23Q: 3 clusters Score -5162020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5162022.000000 Penalty: 3484.273438
	Iteration 24Q: 3 clusters Score -5162022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -5162027.000000 Penalty: 3484.273438
	Iteration 25Q: 3 clusters Score -5162027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -5162034.000000 Penalty: 3484.273438
	Iteration 26Q: 3 clusters Score -5162034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5162039.500000 Penalty: 3484.273438
	Iteration 27Q: 3 clusters Score -5162040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5162045.500000 Penalty: 3484.273438
	Iteration 28Q: 3 clusters Score -5162046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5162054.000000 Penalty: 3484.273438
	Iteration 29Q: 3 clusters Score -5162054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -5162059.000000 Penalty: 3484.273438
	Iteration 30Q: 3 clusters Score -5162059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5162058.000000 Penalty: 3484.273438
	Iteration 31Q: 3 clusters Score -5162058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5162060.500000 Penalty: 3484.273438
	Iteration 32Q: 3 clusters Score -5162060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5162060.500000 Penalty: 3484.273438
	Iteration 33F: 3 clusters Score -5162060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -347581.937500 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -347581.9 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 1650 members 
Entering Unmasked Estep 
Score: -344688.406250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -344688.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -345454.718750 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -345454.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -345782.562500 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -345782.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -346069.187500 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -346069.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -346316.843750 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -346316.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -346495.250000 Penalty: 2634.617432
	Iteration 5F: 3 clusters Score -346495.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -346599.750000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -346599.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -346667.281250 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -346667.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -346724.531250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -346724.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -346786.468750 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -346786.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -346855.781250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -346855.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -346919.750000 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -346919.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -346997.343750 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -346997.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -347079.781250 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -347079.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347140.281250 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -347140.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -347178.281250 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -347178.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -347202.437500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -347202.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -347217.312500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -347217.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347228.750000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -347228.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -347243.687500 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -347243.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -347267.625000 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -347267.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347305.968750 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -347306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347340.218750 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -347340.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347384.187500 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -347384.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -347436.593750 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -347436.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347482.937500 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -347482.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -347502.718750 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -347502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -347506.531250 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -347506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -347511.250000 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -347511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -347513.562500 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -347513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -347515.250000 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -347515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -347517.125000 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -347517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -347519.125000 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -347519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -347520.687500 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -347520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -347522.687500 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -347522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -347523.906250 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -347523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -347524.843750 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -347524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -347526.125000 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -347526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347526.593750 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -347526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -347528.031250 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -347528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -347528.718750 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -347528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Entering Unmasked Estep 
Score: -9934904.000000 Penalty: 1851.842407
	Iteration 0F: 2 clusters Score -9934904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -9875540.000000 Penalty: 3703.684814
	Iteration 0F: 3 clusters Score -9875540 nChanged 42316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -9899312.000000 Penalty: 3703.684814
	Iteration 1F: 3 clusters Score -9899312 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -9899798.000000 Penalty: 3703.684814
	Iteration 2Q: 3 clusters Score -9899798 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -9900325.000000 Penalty: 3703.684814
	Iteration 3Q: 3 clusters Score -9900325 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -9900907.000000 Penalty: 3703.684814
	Iteration 4Q: 3 clusters Score -9900907 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -9901660.000000 Penalty: 3703.684814
	Iteration 5Q: 3 clusters Score -9901660 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -9902860.000000 Penalty: 3703.684814
	Iteration 6Q: 3 clusters Score -9902860 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -9904523.000000 Penalty: 3703.684814
	Iteration 7Q: 3 clusters Score -9904523 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -9907053.000000 Penalty: 3703.684814
	Iteration 8F: 3 clusters Score -9907053 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -9910316.000000 Penalty: 3703.684814
	Iteration 9F: 3 clusters Score -9910316 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -9914511.000000 Penalty: 3703.684814
	Iteration 10F: 3 clusters Score -9914511 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -9918825.000000 Penalty: 3703.684814
	Iteration 11F: 3 clusters Score -9918825 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -9922655.000000 Penalty: 3703.684814
	Iteration 12F: 3 clusters Score -9922655 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9925819.000000 Penalty: 3703.684814
	Iteration 13Q: 3 clusters Score -9925819 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -9928292.000000 Penalty: 3703.684814
	Iteration 14Q: 3 clusters Score -9928292 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -9929960.000000 Penalty: 3703.684814
	Iteration 15Q: 3 clusters Score -9929960 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9931120.000000 Penalty: 3703.684814
	Iteration 16Q: 3 clusters Score -9931120 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9932004.000000 Penalty: 3703.684814
	Iteration 17Q: 3 clusters Score -9932004 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9932519.000000 Penalty: 3703.684814
	Iteration 18Q: 3 clusters Score -9932519 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9932813.000000 Penalty: 3703.684814
	Iteration 19Q: 3 clusters Score -9932813 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9933000.000000 Penalty: 3703.684814
	Iteration 20F: 3 clusters Score -9933000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9933099.000000 Penalty: 3703.684814
	Iteration 21Q: 3 clusters Score -9933099 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9933147.000000 Penalty: 3703.684814
	Iteration 22Q: 3 clusters Score -9933147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9933175.000000 Penalty: 3703.684814
	Iteration 23Q: 3 clusters Score -9933175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9933217.000000 Penalty: 3703.684814
	Iteration 24Q: 3 clusters Score -9933217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9933226.000000 Penalty: 3703.684814
	Iteration 25Q: 3 clusters Score -9933226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9933239.000000 Penalty: 3703.684814
	Iteration 26Q: 3 clusters Score -9933239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9933251.000000 Penalty: 3703.684814
	Iteration 27Q: 3 clusters Score -9933251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9933255.000000 Penalty: 3703.684814
	Iteration 28Q: 3 clusters Score -9933255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9933274.000000 Penalty: 3703.684814
	Iteration 29Q: 3 clusters Score -9933274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9933284.000000 Penalty: 3703.684814
	Iteration 30Q: 3 clusters Score -9933284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9933296.000000 Penalty: 3703.684814
	Iteration 31Q: 3 clusters Score -9933296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9933302.000000 Penalty: 3703.684814
	Iteration 32Q: 3 clusters Score -9933302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9933306.000000 Penalty: 3703.684814
	Iteration 33Q: 3 clusters Score -9933306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9933304.000000 Penalty: 3703.684814
	Iteration 34Q: 3 clusters Score -9933304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9933305.000000 Penalty: 3703.684814
	Iteration 35Q: 3 clusters Score -9933305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9933314.000000 Penalty: 3703.684814
	Iteration 36Q: 3 clusters Score -9933314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9933310.000000 Penalty: 3703.684814
	Iteration 37Q: 3 clusters Score -9933310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9933307.000000 Penalty: 3703.684814
	Iteration 38Q: 3 clusters Score -9933307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9933310.000000 Penalty: 3703.684814
	Iteration 39Q: 3 clusters Score -9933310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9933313.000000 Penalty: 3703.684814
	Iteration 40F: 3 clusters Score -9933313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9933308.000000 Penalty: 3703.684814
	Iteration 41Q: 3 clusters Score -9933308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9933312.000000 Penalty: 3703.684814
	Iteration 42Q: 3 clusters Score -9933312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9933313.000000 Penalty: 3703.684814
	Iteration 43Q: 3 clusters Score -9933313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9933321.000000 Penalty: 3703.684814
	Iteration 44Q: 3 clusters Score -9933321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9933321.000000 Penalty: 3703.684814
	Iteration 45Q: 3 clusters Score -9933321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9933322.000000 Penalty: 3703.684814
	Iteration 46Q: 3 clusters Score -9933322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9933322.000000 Penalty: 3703.684814
	Iteration 47F: 3 clusters Score -9933322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Entering Unmasked Estep 
Score: -3781826.750000 Penalty: 1696.857666
	Iteration 0F: 2 clusters Score -3781827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3758744.500000 Penalty: 3393.715332
	Iteration 0F: 3 clusters Score -3758744 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3767455.750000 Penalty: 3393.715332
	Iteration 1F: 3 clusters Score -3767456 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3767833.250000 Penalty: 3393.715332
	Iteration 2Q: 3 clusters Score -3767833 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3768325.500000 Penalty: 3393.715332
	Iteration 3Q: 3 clusters Score -3768326 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3769059.500000 Penalty: 3393.715332
	Iteration 4Q: 3 clusters Score -3769060 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3770378.250000 Penalty: 3393.715332
	Iteration 5F: 3 clusters Score -3770378 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3772560.500000 Penalty: 3393.715332
	Iteration 6F: 3 clusters Score -3772560 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3775554.500000 Penalty: 3393.715332
	Iteration 7F: 3 clusters Score -3775554 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3778211.750000 Penalty: 3393.715332
	Iteration 8F: 3 clusters Score -3778212 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3779567.250000 Penalty: 3393.715332
	Iteration 9Q: 3 clusters Score -3779567 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3780025.750000 Penalty: 3393.715332
	Iteration 10Q: 3 clusters Score -3780026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3780166.250000 Penalty: 3393.715332
	Iteration 11Q: 3 clusters Score -3780166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3780232.750000 Penalty: 3393.715332
	Iteration 12Q: 3 clusters Score -3780233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3780261.750000 Penalty: 3393.715332
	Iteration 13Q: 3 clusters Score -3780262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3780285.250000 Penalty: 3393.715332
	Iteration 14Q: 3 clusters Score -3780285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3780299.750000 Penalty: 3393.715332
	Iteration 15Q: 3 clusters Score -3780300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3780320.500000 Penalty: 3393.715332
	Iteration 16Q: 3 clusters Score -3780320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3780330.250000 Penalty: 3393.715332
	Iteration 17Q: 3 clusters Score -3780330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3780332.750000 Penalty: 3393.715332
	Iteration 18Q: 3 clusters Score -3780333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3780332.750000 Penalty: 3393.715332
	Iteration 19F: 3 clusters Score -3780333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1100550.125000 Penalty: 1490.368042
	Iteration 0F: 2 clusters Score -1100550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1093607.750000 Penalty: 2980.736084
	Iteration 0F: 3 clusters Score -1093608 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1095717.375000 Penalty: 2980.736084
	Iteration 1F: 3 clusters Score -1095717 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1095989.000000 Penalty: 2980.736084
	Iteration 2F: 3 clusters Score -1095989 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1096260.250000 Penalty: 2980.736084
	Iteration 3F: 3 clusters Score -1096260 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1096527.000000 Penalty: 2980.736084
	Iteration 4F: 3 clusters Score -1096527 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1096822.750000 Penalty: 2980.736084
	Iteration 5F: 3 clusters Score -1096823 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1097214.000000 Penalty: 2980.736084
	Iteration 6F: 3 clusters Score -1097214 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1097683.750000 Penalty: 2980.736084
	Iteration 7F: 3 clusters Score -1097684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1098173.625000 Penalty: 2980.736084
	Iteration 8F: 3 clusters Score -1098174 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1098581.875000 Penalty: 2980.736084
	Iteration 9F: 3 clusters Score -1098582 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1098825.375000 Penalty: 2980.736084
	Iteration 10Q: 3 clusters Score -1098825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1098942.750000 Penalty: 2980.736084
	Iteration 11Q: 3 clusters Score -1098943 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1099022.000000 Penalty: 2980.736084
	Iteration 12Q: 3 clusters Score -1099022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1099067.375000 Penalty: 2980.736084
	Iteration 13Q: 3 clusters Score -1099067 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1099109.000000 Penalty: 2980.736084
	Iteration 14Q: 3 clusters Score -1099109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1099138.250000 Penalty: 2980.736084
	Iteration 15Q: 3 clusters Score -1099138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1099156.375000 Penalty: 2980.736084
	Iteration 16Q: 3 clusters Score -1099156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1099173.375000 Penalty: 2980.736084
	Iteration 17Q: 3 clusters Score -1099173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1099187.875000 Penalty: 2980.736084
	Iteration 18Q: 3 clusters Score -1099188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1099204.000000 Penalty: 2980.736084
	Iteration 19Q: 3 clusters Score -1099204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1099211.500000 Penalty: 2980.736084
	Iteration 20F: 3 clusters Score -1099212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1099214.750000 Penalty: 2980.736084
	Iteration 21Q: 3 clusters Score -1099215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1099219.750000 Penalty: 2980.736084
	Iteration 22Q: 3 clusters Score -1099220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1099226.250000 Penalty: 2980.736084
	Iteration 23Q: 3 clusters Score -1099226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1099230.250000 Penalty: 2980.736084
	Iteration 24Q: 3 clusters Score -1099230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1099236.500000 Penalty: 2980.736084
	Iteration 25Q: 3 clusters Score -1099236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1099236.750000 Penalty: 2980.736084
	Iteration 26Q: 3 clusters Score -1099237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1099244.250000 Penalty: 2980.736084
	Iteration 27Q: 3 clusters Score -1099244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1099251.750000 Penalty: 2980.736084
	Iteration 28Q: 3 clusters Score -1099252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1099263.375000 Penalty: 2980.736084
	Iteration 29Q: 3 clusters Score -1099263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1099271.375000 Penalty: 2980.736084
	Iteration 30Q: 3 clusters Score -1099271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1099280.500000 Penalty: 2980.736084
	Iteration 31Q: 3 clusters Score -1099280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1099288.750000 Penalty: 2980.736084
	Iteration 32Q: 3 clusters Score -1099289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1099295.250000 Penalty: 2980.736084
	Iteration 33Q: 3 clusters Score -1099295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1099299.875000 Penalty: 2980.736084
	Iteration 34Q: 3 clusters Score -1099300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1099306.250000 Penalty: 2980.736084
	Iteration 35Q: 3 clusters Score -1099306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1099309.750000 Penalty: 2980.736084
	Iteration 36Q: 3 clusters Score -1099310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1099313.750000 Penalty: 2980.736084
	Iteration 37Q: 3 clusters Score -1099314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1099317.125000 Penalty: 2980.736084
	Iteration 38Q: 3 clusters Score -1099317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1099318.625000 Penalty: 2980.736084
	Iteration 39Q: 3 clusters Score -1099319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1099320.875000 Penalty: 2980.736084
	Iteration 40F: 3 clusters Score -1099321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1099324.625000 Penalty: 2980.736084
	Iteration 41Q: 3 clusters Score -1099325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1099330.125000 Penalty: 2980.736084
	Iteration 42Q: 3 clusters Score -1099330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1099335.500000 Penalty: 2980.736084
	Iteration 43Q: 3 clusters Score -1099336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1099342.375000 Penalty: 2980.736084
	Iteration 44Q: 3 clusters Score -1099342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1099346.500000 Penalty: 2980.736084
	Iteration 45Q: 3 clusters Score -1099346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1099349.125000 Penalty: 2980.736084
	Iteration 46Q: 3 clusters Score -1099349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1099350.875000 Penalty: 2980.736084
	Iteration 47Q: 3 clusters Score -1099351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1099353.875000 Penalty: 2980.736084
	Iteration 48Q: 3 clusters Score -1099354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1099354.250000 Penalty: 2980.736084
	Iteration 49Q: 3 clusters Score -1099354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1099353.250000 Penalty: 2980.736084
	Iteration 50Q: 3 clusters Score -1099353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1099353.875000 Penalty: 2980.736084
	Iteration 51Q: 3 clusters Score -1099354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1099354.875000 Penalty: 2980.736084
	Iteration 52Q: 3 clusters Score -1099355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1099356.875000 Penalty: 2980.736084
	Iteration 53Q: 3 clusters Score -1099357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1099356.875000 Penalty: 2980.736084
	Iteration 54Q: 3 clusters Score -1099357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1099356.000000 Penalty: 2980.736084
	Iteration 55Q: 3 clusters Score -1099356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1099357.625000 Penalty: 2980.736084
	Iteration 56Q: 3 clusters Score -1099358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1099357.625000 Penalty: 2980.736084
	Iteration 57F: 3 clusters Score -1099358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Entering Unmasked Estep 
Score: -7701646.000000 Penalty: 1807.425659
	Iteration 0F: 2 clusters Score -7701646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7656342.000000 Penalty: 3614.851318
	Iteration 0F: 3 clusters Score -7656342 nChanged 32024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -7674555.000000 Penalty: 3614.851318
	Iteration 1F: 3 clusters Score -7674555 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7675098.000000 Penalty: 3614.851318
	Iteration 2Q: 3 clusters Score -7675098 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7675739.500000 Penalty: 3614.851318
	Iteration 3Q: 3 clusters Score -7675740 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7676723.500000 Penalty: 3614.851318
	Iteration 4Q: 3 clusters Score -7676724 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -7678285.000000 Penalty: 3614.851318
	Iteration 5F: 3 clusters Score -7678285 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -7681074.000000 Penalty: 3614.851318
	Iteration 6F: 3 clusters Score -7681074 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -7685614.000000 Penalty: 3614.851318
	Iteration 7F: 3 clusters Score -7685614 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -7691252.500000 Penalty: 3614.851318
	Iteration 8F: 3 clusters Score -7691252 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -7695890.500000 Penalty: 3614.851318
	Iteration 9F: 3 clusters Score -7695890 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -7698349.000000 Penalty: 3614.851318
	Iteration 10Q: 3 clusters Score -7698349 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -7699393.000000 Penalty: 3614.851318
	Iteration 11Q: 3 clusters Score -7699393 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -7699765.500000 Penalty: 3614.851318
	Iteration 12Q: 3 clusters Score -7699766 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -7699938.500000 Penalty: 3614.851318
	Iteration 13Q: 3 clusters Score -7699938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -7700016.000000 Penalty: 3614.851318
	Iteration 14Q: 3 clusters Score -7700016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -7700066.000000 Penalty: 3614.851318
	Iteration 15Q: 3 clusters Score -7700066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -7700101.000000 Penalty: 3614.851318
	Iteration 16Q: 3 clusters Score -7700101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -7700111.000000 Penalty: 3614.851318
	Iteration 17Q: 3 clusters Score -7700111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -7700125.500000 Penalty: 3614.851318
	Iteration 18Q: 3 clusters Score -7700126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -7700135.500000 Penalty: 3614.851318
	Iteration 19Q: 3 clusters Score -7700136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -7700144.500000 Penalty: 3614.851318
	Iteration 20F: 3 clusters Score -7700144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -7700164.500000 Penalty: 3614.851318
	Iteration 21Q: 3 clusters Score -7700164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -7700170.500000 Penalty: 3614.851318
	Iteration 22Q: 3 clusters Score -7700170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -7700158.500000 Penalty: 3614.851318
	Iteration 23Q: 3 clusters Score -7700158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -7700171.500000 Penalty: 3614.851318
	Iteration 24Q: 3 clusters Score -7700172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -7700174.500000 Penalty: 3614.851318
	Iteration 25Q: 3 clusters Score -7700174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -7700178.000000 Penalty: 3614.851318
	Iteration 26Q: 3 clusters Score -7700178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -7700178.000000 Penalty: 3614.851318
	Iteration 27F: 3 clusters Score -7700178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (130040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Entering Unmasked Estep 
Score: -14610212.000000 Penalty: 1913.534546
	Iteration 0F: 2 clusters Score -1.461021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -14524547.000000 Penalty: 3827.069092
	Iteration 0F: 3 clusters Score -1.452455e+07 nChanged 62776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -14562880.000000 Penalty: 3827.069092
	Iteration 1F: 3 clusters Score -1.456288e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -14564870.000000 Penalty: 3827.069092
	Iteration 2Q: 3 clusters Score -1.456487e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -14567734.000000 Penalty: 3827.069092
	Iteration 3Q: 3 clusters Score -1.456773e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -14571941.000000 Penalty: 3827.069092
	Iteration 4F: 3 clusters Score -1.457194e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -14577951.000000 Penalty: 3827.069092
	Iteration 5F: 3 clusters Score -1.457795e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100742 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -14585874.000000 Penalty: 3827.069092
	Iteration 6F: 3 clusters Score -1.458587e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -14593404.000000 Penalty: 3827.069092
	Iteration 7F: 3 clusters Score -1.45934e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -14598964.000000 Penalty: 3827.069092
	Iteration 8F: 3 clusters Score -1.459896e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119042 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -14602215.000000 Penalty: 3827.069092
	Iteration 9Q: 3 clusters Score -1.460222e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -14604120.000000 Penalty: 3827.069092
	Iteration 10Q: 3 clusters Score -1.460412e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -14605450.000000 Penalty: 3827.069092
	Iteration 11Q: 3 clusters Score -1.460545e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -14606357.000000 Penalty: 3827.069092
	Iteration 12Q: 3 clusters Score -1.460636e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -14606928.000000 Penalty: 3827.069092
	Iteration 13Q: 3 clusters Score -1.460693e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127181 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14607368.000000 Penalty: 3827.069092
	Iteration 14Q: 3 clusters Score -1.460737e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127775 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -14607658.000000 Penalty: 3827.069092
	Iteration 15Q: 3 clusters Score -1.460766e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128219 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14607902.000000 Penalty: 3827.069092
	Iteration 16Q: 3 clusters Score -1.46079e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14608094.000000 Penalty: 3827.069092
	Iteration 17Q: 3 clusters Score -1.460809e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14608206.000000 Penalty: 3827.069092
	Iteration 18Q: 3 clusters Score -1.460821e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14608323.000000 Penalty: 3827.069092
	Iteration 19Q: 3 clusters Score -1.460832e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14608407.000000 Penalty: 3827.069092
	Iteration 20F: 3 clusters Score -1.460841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129124 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14608444.000000 Penalty: 3827.069092
	Iteration 21Q: 3 clusters Score -1.460844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129179 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14608491.000000 Penalty: 3827.069092
	Iteration 22Q: 3 clusters Score -1.460849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -14608508.000000 Penalty: 3827.069092
	Iteration 23Q: 3 clusters Score -1.460851e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14608544.000000 Penalty: 3827.069092
	Iteration 24Q: 3 clusters Score -1.460854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129277 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14608580.000000 Penalty: 3827.069092
	Iteration 25Q: 3 clusters Score -1.460858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14608591.000000 Penalty: 3827.069092
	Iteration 26Q: 3 clusters Score -1.460859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14608612.000000 Penalty: 3827.069092
	Iteration 27Q: 3 clusters Score -1.460861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14608612.000000 Penalty: 3827.069092
	Iteration 28Q: 3 clusters Score -1.460861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14608620.000000 Penalty: 3827.069092
	Iteration 29Q: 3 clusters Score -1.460862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14608635.000000 Penalty: 3827.069092
	Iteration 30Q: 3 clusters Score -1.460864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14608633.000000 Penalty: 3827.069092
	Iteration 31Q: 3 clusters Score -1.460863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129350 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14608636.000000 Penalty: 3827.069092
	Iteration 32Q: 3 clusters Score -1.460864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14608635.000000 Penalty: 3827.069092
	Iteration 33Q: 3 clusters Score -1.460864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129357 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14608632.000000 Penalty: 3827.069092
	Iteration 34Q: 3 clusters Score -1.460863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129360 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14608630.000000 Penalty: 3827.069092
	Iteration 35Q: 3 clusters Score -1.460863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14608637.000000 Penalty: 3827.069092
	Iteration 36Q: 3 clusters Score -1.460864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129364 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14608640.000000 Penalty: 3827.069092
	Iteration 37Q: 3 clusters Score -1.460864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14608640.000000 Penalty: 3827.069092
	Iteration 38Q: 3 clusters Score -1.460864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14608643.000000 Penalty: 3827.069092
	Iteration 39Q: 3 clusters Score -1.460864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14608643.000000 Penalty: 3827.069092
	Iteration 40F: 3 clusters Score -1.460864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46826 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147873 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45290 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34276 members 
Mstep: Class 15 contains 9619 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748924.000000 Penalty: 28054.662109
Iteration 199Q: 14 clusters Score -6.474892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46827 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147878 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45290 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34276 members 
Mstep: Class 15 contains 9616 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 200F: 14 clusters Score -6.474892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46828 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147879 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45289 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34276 members 
Mstep: Class 15 contains 9616 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748912.000000 Penalty: 28054.662109
Iteration 201Q: 14 clusters Score -6.474891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147878 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45288 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748912.000000 Penalty: 28054.662109
Iteration 202Q: 14 clusters Score -6.474891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147876 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 203Q: 14 clusters Score -6.474892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147877 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 204Q: 14 clusters Score -6.474892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147876 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34276 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748916.000000 Penalty: 28054.662109
Iteration 205Q: 14 clusters Score -6.474892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748912.000000 Penalty: 28054.662109
Iteration 206Q: 14 clusters Score -6.474891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34279 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748876.000000 Penalty: 28054.662109
Iteration 207Q: 14 clusters Score -6.474888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34280 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 208Q: 14 clusters Score -6.47489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34281 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 209Q: 14 clusters Score -6.47489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34283 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748920.000000 Penalty: 28054.662109
Iteration 210Q: 14 clusters Score -6.474892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34285 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 211Q: 14 clusters Score -6.47489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34286 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 212Q: 14 clusters Score -6.47489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147875 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34287 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748900.000000 Penalty: 28054.662109
Iteration 213Q: 14 clusters Score -6.47489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147876 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34286 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748884.000000 Penalty: 28054.662109
Iteration 214Q: 14 clusters Score -6.474888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 46830 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 147876 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 45287 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 88961 members 
Mstep: Class 14 contains 34286 members 
Mstep: Class 15 contains 9613 members 
Mstep: Class 16 contains 67685 members 
Mstep: Class 17 contains 130042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748884.000000 Penalty: 28054.662109
Iteration 215F: 14 clusters Score -6.474888e+07 nChanged 0
Entering ConstructFrom: 
Score: -64748884.000000 Penalty: 28054.662109
Entering ConstructFrom: 
Trying to split cluster 1 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -592465.062500 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -592465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -588172.000000 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -588172 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -589397.687500 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -589397.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -589778.500000 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -589778.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -590198.875000 Penalty: 2799.948730
	Iteration 3F: 3 clusters Score -590198.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -590620.875000 Penalty: 2799.948730
	Iteration 4F: 3 clusters Score -590620.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -590966.750000 Penalty: 2799.948730
	Iteration 5F: 3 clusters Score -590966.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -591227.937500 Penalty: 2799.948730
	Iteration 6F: 3 clusters Score -591227.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -591462.625000 Penalty: 2799.948730
	Iteration 7F: 3 clusters Score -591462.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -591620.125000 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -591620.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -591731.937500 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -591731.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -591797.187500 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -591797.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -591841.562500 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -591841.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -591865.812500 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -591865.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -591884.187500 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -591884.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -591899.562500 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -591899.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -591921.562500 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -591921.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -591949.562500 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -591949.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -591969.750000 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -591969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -591981.812500 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -591981.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -591993.750000 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -591993.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -592011.812500 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -592011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -592030.812500 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -592030.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -592046.187500 Penalty: 2799.948730
	Iteration 22Q: 3 clusters Score -592046.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -592060.750000 Penalty: 2799.948730
	Iteration 23Q: 3 clusters Score -592060.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -592068.875000 Penalty: 2799.948730
	Iteration 24Q: 3 clusters Score -592068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -592076.562500 Penalty: 2799.948730
	Iteration 25Q: 3 clusters Score -592076.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -592081.500000 Penalty: 2799.948730
	Iteration 26Q: 3 clusters Score -592081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -592083.437500 Penalty: 2799.948730
	Iteration 27Q: 3 clusters Score -592083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -592084.625000 Penalty: 2799.948730
	Iteration 28Q: 3 clusters Score -592084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -592086.625000 Penalty: 2799.948730
	Iteration 29Q: 3 clusters Score -592086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -592087.937500 Penalty: 2799.948730
	Iteration 30Q: 3 clusters Score -592087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -592088.625000 Penalty: 2799.948730
	Iteration 31Q: 3 clusters Score -592088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -592088.187500 Penalty: 2799.948730
	Iteration 32Q: 3 clusters Score -592088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -592087.750000 Penalty: 2799.948730
	Iteration 33Q: 3 clusters Score -592087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -592089.812500 Penalty: 2799.948730
	Iteration 34Q: 3 clusters Score -592089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -592091.312500 Penalty: 2799.948730
	Iteration 35Q: 3 clusters Score -592091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -592092.125000 Penalty: 2799.948730
	Iteration 36Q: 3 clusters Score -592092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -592091.500000 Penalty: 2799.948730
	Iteration 37Q: 3 clusters Score -592091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -592091.875000 Penalty: 2799.948730
	Iteration 38Q: 3 clusters Score -592091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -592092.500000 Penalty: 2799.948730
	Iteration 39Q: 3 clusters Score -592092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -592092.500000 Penalty: 2799.948730
	Iteration 40F: 3 clusters Score -592092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Entering Unmasked Estep 
Score: -5329848.500000 Penalty: 1747.570312
	Iteration 0F: 2 clusters Score -5329848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -5298432.500000 Penalty: 3495.140625
	Iteration 0F: 3 clusters Score -5298432 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -5310662.000000 Penalty: 3495.140625
	Iteration 1F: 3 clusters Score -5310662 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5311111.500000 Penalty: 3495.140625
	Iteration 2Q: 3 clusters Score -5311112 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5311550.500000 Penalty: 3495.140625
	Iteration 3Q: 3 clusters Score -5311550 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5311997.000000 Penalty: 3495.140625
	Iteration 4Q: 3 clusters Score -5311997 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5312567.000000 Penalty: 3495.140625
	Iteration 5Q: 3 clusters Score -5312567 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5313309.000000 Penalty: 3495.140625
	Iteration 6Q: 3 clusters Score -5313309 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5314536.000000 Penalty: 3495.140625
	Iteration 7Q: 3 clusters Score -5314536 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5316374.000000 Penalty: 3495.140625
	Iteration 8F: 3 clusters Score -5316374 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5318854.500000 Penalty: 3495.140625
	Iteration 9F: 3 clusters Score -5318854 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5321442.500000 Penalty: 3495.140625
	Iteration 10F: 3 clusters Score -5321442 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5323377.000000 Penalty: 3495.140625
	Iteration 11F: 3 clusters Score -5323377 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5324264.500000 Penalty: 3495.140625
	Iteration 12Q: 3 clusters Score -5324264 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5324706.500000 Penalty: 3495.140625
	Iteration 13Q: 3 clusters Score -5324706 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5324981.500000 Penalty: 3495.140625
	Iteration 14Q: 3 clusters Score -5324982 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -5325237.500000 Penalty: 3495.140625
	Iteration 15Q: 3 clusters Score -5325238 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -5325445.000000 Penalty: 3495.140625
	Iteration 16Q: 3 clusters Score -5325445 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5325635.000000 Penalty: 3495.140625
	Iteration 17Q: 3 clusters Score -5325635 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5325799.000000 Penalty: 3495.140625
	Iteration 18Q: 3 clusters Score -5325799 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -5325939.000000 Penalty: 3495.140625
	Iteration 19Q: 3 clusters Score -5325939 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -5326032.500000 Penalty: 3495.140625
	Iteration 20F: 3 clusters Score -5326032 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5326123.500000 Penalty: 3495.140625
	Iteration 21Q: 3 clusters Score -5326124 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5326208.000000 Penalty: 3495.140625
	Iteration 22Q: 3 clusters Score -5326208 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -5326297.500000 Penalty: 3495.140625
	Iteration 23Q: 3 clusters Score -5326298 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5326384.500000 Penalty: 3495.140625
	Iteration 24Q: 3 clusters Score -5326384 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5326451.500000 Penalty: 3495.140625
	Iteration 25Q: 3 clusters Score -5326452 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5326534.000000 Penalty: 3495.140625
	Iteration 26Q: 3 clusters Score -5326534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -5326601.500000 Penalty: 3495.140625
	Iteration 27Q: 3 clusters Score -5326602 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5326687.500000 Penalty: 3495.140625
	Iteration 28Q: 3 clusters Score -5326688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -5326776.000000 Penalty: 3495.140625
	Iteration 29Q: 3 clusters Score -5326776 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5326887.500000 Penalty: 3495.140625
	Iteration 30Q: 3 clusters Score -5326888 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5326995.000000 Penalty: 3495.140625
	Iteration 31Q: 3 clusters Score -5326995 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5327090.000000 Penalty: 3495.140625
	Iteration 32Q: 3 clusters Score -5327090 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -5327166.000000 Penalty: 3495.140625
	Iteration 33Q: 3 clusters Score -5327166 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5327281.500000 Penalty: 3495.140625
	Iteration 34Q: 3 clusters Score -5327282 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5327366.500000 Penalty: 3495.140625
	Iteration 35Q: 3 clusters Score -5327366 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5327487.000000 Penalty: 3495.140625
	Iteration 36Q: 3 clusters Score -5327487 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -5327557.000000 Penalty: 3495.140625
	Iteration 37Q: 3 clusters Score -5327557 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5327648.500000 Penalty: 3495.140625
	Iteration 38Q: 3 clusters Score -5327648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5327731.500000 Penalty: 3495.140625
	Iteration 39Q: 3 clusters Score -5327732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5327798.000000 Penalty: 3495.140625
	Iteration 40F: 3 clusters Score -5327798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5327882.000000 Penalty: 3495.140625
	Iteration 41Q: 3 clusters Score -5327882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5327930.500000 Penalty: 3495.140625
	Iteration 42Q: 3 clusters Score -5327930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5328017.000000 Penalty: 3495.140625
	Iteration 43Q: 3 clusters Score -5328017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5328070.000000 Penalty: 3495.140625
	Iteration 44Q: 3 clusters Score -5328070 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5328109.000000 Penalty: 3495.140625
	Iteration 45Q: 3 clusters Score -5328109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5328165.000000 Penalty: 3495.140625
	Iteration 46Q: 3 clusters Score -5328165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5328220.000000 Penalty: 3495.140625
	Iteration 47Q: 3 clusters Score -5328220 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5328258.000000 Penalty: 3495.140625
	Iteration 48Q: 3 clusters Score -5328258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5328278.500000 Penalty: 3495.140625
	Iteration 49Q: 3 clusters Score -5328278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5328314.000000 Penalty: 3495.140625
	Iteration 50Q: 3 clusters Score -5328314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5328321.500000 Penalty: 3495.140625
	Iteration 51Q: 3 clusters Score -5328322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5328358.500000 Penalty: 3495.140625
	Iteration 52Q: 3 clusters Score -5328358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5328370.500000 Penalty: 3495.140625
	Iteration 53Q: 3 clusters Score -5328370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5328382.000000 Penalty: 3495.140625
	Iteration 54Q: 3 clusters Score -5328382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5328404.000000 Penalty: 3495.140625
	Iteration 55Q: 3 clusters Score -5328404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5328422.500000 Penalty: 3495.140625
	Iteration 56Q: 3 clusters Score -5328422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5328436.500000 Penalty: 3495.140625
	Iteration 57Q: 3 clusters Score -5328436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5328447.500000 Penalty: 3495.140625
	Iteration 58Q: 3 clusters Score -5328448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5328465.500000 Penalty: 3495.140625
	Iteration 59Q: 3 clusters Score -5328466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5328475.000000 Penalty: 3495.140625
	Iteration 60F: 3 clusters Score -5328475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5328492.000000 Penalty: 3495.140625
	Iteration 61Q: 3 clusters Score -5328492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5328494.500000 Penalty: 3495.140625
	Iteration 62Q: 3 clusters Score -5328494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5328517.500000 Penalty: 3495.140625
	Iteration 63Q: 3 clusters Score -5328518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5328542.000000 Penalty: 3495.140625
	Iteration 64Q: 3 clusters Score -5328542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5328561.500000 Penalty: 3495.140625
	Iteration 65Q: 3 clusters Score -5328562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5328565.500000 Penalty: 3495.140625
	Iteration 66Q: 3 clusters Score -5328566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5328572.500000 Penalty: 3495.140625
	Iteration 67Q: 3 clusters Score -5328572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5328578.000000 Penalty: 3495.140625
	Iteration 68Q: 3 clusters Score -5328578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5328594.500000 Penalty: 3495.140625
	Iteration 69Q: 3 clusters Score -5328594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5328602.000000 Penalty: 3495.140625
	Iteration 70Q: 3 clusters Score -5328602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5328619.000000 Penalty: 3495.140625
	Iteration 71Q: 3 clusters Score -5328619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5328626.000000 Penalty: 3495.140625
	Iteration 72Q: 3 clusters Score -5328626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5328626.000000 Penalty: 3495.140625
	Iteration 73Q: 3 clusters Score -5328626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5328629.500000 Penalty: 3495.140625
	Iteration 74Q: 3 clusters Score -5328630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5328628.000000 Penalty: 3495.140625
	Iteration 75Q: 3 clusters Score -5328628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5328626.500000 Penalty: 3495.140625
	Iteration 76Q: 3 clusters Score -5328626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5328633.500000 Penalty: 3495.140625
	Iteration 77Q: 3 clusters Score -5328634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5328633.500000 Penalty: 3495.140625
	Iteration 78Q: 3 clusters Score -5328634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5328640.500000 Penalty: 3495.140625
	Iteration 79Q: 3 clusters Score -5328640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5328634.500000 Penalty: 3495.140625
	Iteration 80F: 3 clusters Score -5328634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5328644.500000 Penalty: 3495.140625
	Iteration 81Q: 3 clusters Score -5328644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5328642.500000 Penalty: 3495.140625
	Iteration 82Q: 3 clusters Score -5328642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5328641.500000 Penalty: 3495.140625
	Iteration 83Q: 3 clusters Score -5328642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5328642.500000 Penalty: 3495.140625
	Iteration 84Q: 3 clusters Score -5328642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5328644.000000 Penalty: 3495.140625
	Iteration 85Q: 3 clusters Score -5328644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5328643.500000 Penalty: 3495.140625
	Iteration 86Q: 3 clusters Score -5328644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5328643.000000 Penalty: 3495.140625
	Iteration 87Q: 3 clusters Score -5328643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5328651.000000 Penalty: 3495.140625
	Iteration 88Q: 3 clusters Score -5328651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5328652.500000 Penalty: 3495.140625
	Iteration 89Q: 3 clusters Score -5328652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5328651.000000 Penalty: 3495.140625
	Iteration 90Q: 3 clusters Score -5328651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5328648.500000 Penalty: 3495.140625
	Iteration 91Q: 3 clusters Score -5328648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5328648.500000 Penalty: 3495.140625
	Iteration 92Q: 3 clusters Score -5328648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5328648.500000 Penalty: 3495.140625
	Iteration 93F: 3 clusters Score -5328648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -186997.203125 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -186997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185133.500000 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -185133.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185497.515625 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -185497.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185575.843750 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -185575.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185614.578125 Penalty: 2408.952148
	Iteration 3Q: 3 clusters Score -185614.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185639.984375 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -185640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185661.171875 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -185661.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185684.250000 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -185684.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -185703.484375 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -185703.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -185714.437500 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -185714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185720.906250 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -185720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185728.796875 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -185728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185736.843750 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -185736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185742.546875 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -185742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185748.953125 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -185749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185752.062500 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -185752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185755.281250 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -185755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185756.437500 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -185756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185757.984375 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -185758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -185758.968750 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -185759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -185759.890625 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -185759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -185760.500000 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -185760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185761.359375 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -185761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185763.031250 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -185763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185764.984375 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -185765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185764.890625 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -185764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185766.781250 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -185766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -185768.296875 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -185768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185771.609375 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -185771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185772.453125 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -185772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185772.828125 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -185772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -185774.031250 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -185774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185775.546875 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -185775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -185776.593750 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -185776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185778.046875 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -185778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -185778.750000 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -185778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185778.765625 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -185778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185778.765625 Penalty: 2408.952148
	Iteration 36F: 3 clusters Score -185778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (147876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Entering Unmasked Estep 
Score: -16681459.000000 Penalty: 1934.421021
	Iteration 0F: 2 clusters Score -1.668146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -16585972.000000 Penalty: 3868.842041
	Iteration 0F: 3 clusters Score -1.658597e+07 nChanged 71386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -16628129.000000 Penalty: 3868.842041
	Iteration 1F: 3 clusters Score -1.662813e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -16629635.000000 Penalty: 3868.842041
	Iteration 2Q: 3 clusters Score -1.662964e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -16632152.000000 Penalty: 3868.842041
	Iteration 3Q: 3 clusters Score -1.663215e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -16635656.000000 Penalty: 3868.842041
	Iteration 4Q: 3 clusters Score -1.663566e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -16640522.000000 Penalty: 3868.842041
	Iteration 5F: 3 clusters Score -1.664052e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -16648224.000000 Penalty: 3868.842041
	Iteration 6F: 3 clusters Score -1.664822e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -16657493.000000 Penalty: 3868.842041
	Iteration 7F: 3 clusters Score -1.665749e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -16665556.000000 Penalty: 3868.842041
	Iteration 8F: 3 clusters Score -1.666556e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -16669813.000000 Penalty: 3868.842041
	Iteration 9Q: 3 clusters Score -1.666981e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -16672136.000000 Penalty: 3868.842041
	Iteration 10Q: 3 clusters Score -1.667214e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -16673624.000000 Penalty: 3868.842041
	Iteration 11Q: 3 clusters Score -1.667362e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -16674571.000000 Penalty: 3868.842041
	Iteration 12Q: 3 clusters Score -1.667457e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -16675391.000000 Penalty: 3868.842041
	Iteration 13Q: 3 clusters Score -1.667539e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -16675823.000000 Penalty: 3868.842041
	Iteration 14Q: 3 clusters Score -1.667582e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -16676210.000000 Penalty: 3868.842041
	Iteration 15Q: 3 clusters Score -1.667621e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -16676588.000000 Penalty: 3868.842041
	Iteration 16Q: 3 clusters Score -1.667659e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 107003 members 
Entering Unmasked Estep 
Score: -16676847.000000 Penalty: 3868.842041
	Iteration 17Q: 3 clusters Score -1.667685e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -16676964.000000 Penalty: 3868.842041
	Iteration 18Q: 3 clusters Score -1.667696e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -16677185.000000 Penalty: 3868.842041
	Iteration 19Q: 3 clusters Score -1.667718e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -16677373.000000 Penalty: 3868.842041
	Iteration 20F: 3 clusters Score -1.667737e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -16677522.000000 Penalty: 3868.842041
	Iteration 21Q: 3 clusters Score -1.667752e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -16677708.000000 Penalty: 3868.842041
	Iteration 22Q: 3 clusters Score -1.667771e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -16677901.000000 Penalty: 3868.842041
	Iteration 23Q: 3 clusters Score -1.66779e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 114124 members 
Entering Unmasked Estep 
Score: -16678026.000000 Penalty: 3868.842041
	Iteration 24Q: 3 clusters Score -1.667803e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -16678156.000000 Penalty: 3868.842041
	Iteration 25Q: 3 clusters Score -1.667816e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -16678391.000000 Penalty: 3868.842041
	Iteration 26Q: 3 clusters Score -1.667839e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -16678544.000000 Penalty: 3868.842041
	Iteration 27Q: 3 clusters Score -1.667854e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -16678649.000000 Penalty: 3868.842041
	Iteration 28Q: 3 clusters Score -1.667865e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -16678745.000000 Penalty: 3868.842041
	Iteration 29Q: 3 clusters Score -1.667874e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -16678881.000000 Penalty: 3868.842041
	Iteration 30Q: 3 clusters Score -1.667888e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16678859.000000 Penalty: 3868.842041
	Iteration 31Q: 3 clusters Score -1.667886e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -16678891.000000 Penalty: 3868.842041
	Iteration 32Q: 3 clusters Score -1.667889e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -16678983.000000 Penalty: 3868.842041
	Iteration 33Q: 3 clusters Score -1.667898e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 121056 members 
Entering Unmasked Estep 
Score: -16679070.000000 Penalty: 3868.842041
	Iteration 34Q: 3 clusters Score -1.667907e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -16679171.000000 Penalty: 3868.842041
	Iteration 35Q: 3 clusters Score -1.667917e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -16679215.000000 Penalty: 3868.842041
	Iteration 36Q: 3 clusters Score -1.667922e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 122684 members 
Entering Unmasked Estep 
Score: -16679218.000000 Penalty: 3868.842041
	Iteration 37Q: 3 clusters Score -1.667922e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -16679283.000000 Penalty: 3868.842041
	Iteration 38Q: 3 clusters Score -1.667928e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -16679377.000000 Penalty: 3868.842041
	Iteration 39Q: 3 clusters Score -1.667938e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -16679403.000000 Penalty: 3868.842041
	Iteration 40F: 3 clusters Score -1.66794e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -16679486.000000 Penalty: 3868.842041
	Iteration 41Q: 3 clusters Score -1.667949e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -16679533.000000 Penalty: 3868.842041
	Iteration 42Q: 3 clusters Score -1.667953e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -16679537.000000 Penalty: 3868.842041
	Iteration 43Q: 3 clusters Score -1.667954e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -16679566.000000 Penalty: 3868.842041
	Iteration 44Q: 3 clusters Score -1.667957e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -16679622.000000 Penalty: 3868.842041
	Iteration 45Q: 3 clusters Score -1.667962e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -16679625.000000 Penalty: 3868.842041
	Iteration 46Q: 3 clusters Score -1.667962e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -16679641.000000 Penalty: 3868.842041
	Iteration 47Q: 3 clusters Score -1.667964e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 127853 members 
Entering Unmasked Estep 
Score: -16679684.000000 Penalty: 3868.842041
	Iteration 48Q: 3 clusters Score -1.667968e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -16679722.000000 Penalty: 3868.842041
	Iteration 49Q: 3 clusters Score -1.667972e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 128702 members 
Entering Unmasked Estep 
Score: -16679721.000000 Penalty: 3868.842041
	Iteration 50Q: 3 clusters Score -1.667972e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -16679652.000000 Penalty: 3868.842041
	Iteration 51Q: 3 clusters Score -1.667965e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -16679678.000000 Penalty: 3868.842041
	Iteration 52Q: 3 clusters Score -1.667968e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -16679699.000000 Penalty: 3868.842041
	Iteration 53Q: 3 clusters Score -1.66797e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -16679764.000000 Penalty: 3868.842041
	Iteration 54Q: 3 clusters Score -1.667976e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -16679761.000000 Penalty: 3868.842041
	Iteration 55Q: 3 clusters Score -1.667976e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 131093 members 
Entering Unmasked Estep 
Score: -16679837.000000 Penalty: 3868.842041
	Iteration 56Q: 3 clusters Score -1.667984e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 131507 members 
Entering Unmasked Estep 
Score: -16679879.000000 Penalty: 3868.842041
	Iteration 57Q: 3 clusters Score -1.667988e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 131900 members 
Entering Unmasked Estep 
Score: -16679865.000000 Penalty: 3868.842041
	Iteration 58Q: 3 clusters Score -1.667986e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -16679865.000000 Penalty: 3868.842041
	Iteration 59Q: 3 clusters Score -1.667986e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 132658 members 
Entering Unmasked Estep 
Score: -16679921.000000 Penalty: 3868.842041
	Iteration 60F: 3 clusters Score -1.667992e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -16679975.000000 Penalty: 3868.842041
	Iteration 61Q: 3 clusters Score -1.667998e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -16679977.000000 Penalty: 3868.842041
	Iteration 62Q: 3 clusters Score -1.667998e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -16680030.000000 Penalty: 3868.842041
	Iteration 63Q: 3 clusters Score -1.668003e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 134114 members 
Entering Unmasked Estep 
Score: -16680085.000000 Penalty: 3868.842041
	Iteration 64Q: 3 clusters Score -1.668008e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -16680072.000000 Penalty: 3868.842041
	Iteration 65Q: 3 clusters Score -1.668007e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 134825 members 
Entering Unmasked Estep 
Score: -16680091.000000 Penalty: 3868.842041
	Iteration 66Q: 3 clusters Score -1.668009e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 135180 members 
Entering Unmasked Estep 
Score: -16680071.000000 Penalty: 3868.842041
	Iteration 67Q: 3 clusters Score -1.668007e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 135529 members 
Entering Unmasked Estep 
Score: -16680109.000000 Penalty: 3868.842041
	Iteration 68Q: 3 clusters Score -1.668011e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -16680180.000000 Penalty: 3868.842041
	Iteration 69Q: 3 clusters Score -1.668018e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -16680218.000000 Penalty: 3868.842041
	Iteration 70Q: 3 clusters Score -1.668022e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -16680279.000000 Penalty: 3868.842041
	Iteration 71Q: 3 clusters Score -1.668028e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -16680328.000000 Penalty: 3868.842041
	Iteration 72Q: 3 clusters Score -1.668033e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 137035 members 
Entering Unmasked Estep 
Score: -16680350.000000 Penalty: 3868.842041
	Iteration 73Q: 3 clusters Score -1.668035e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -16680370.000000 Penalty: 3868.842041
	Iteration 74Q: 3 clusters Score -1.668037e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 137602 members 
Entering Unmasked Estep 
Score: -16680444.000000 Penalty: 3868.842041
	Iteration 75Q: 3 clusters Score -1.668044e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -16680433.000000 Penalty: 3868.842041
	Iteration 76Q: 3 clusters Score -1.668043e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 138191 members 
Entering Unmasked Estep 
Score: -16680431.000000 Penalty: 3868.842041
	Iteration 77Q: 3 clusters Score -1.668043e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -16680445.000000 Penalty: 3868.842041
	Iteration 78Q: 3 clusters Score -1.668044e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -16680468.000000 Penalty: 3868.842041
	Iteration 79Q: 3 clusters Score -1.668047e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -16680519.000000 Penalty: 3868.842041
	Iteration 80F: 3 clusters Score -1.668052e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -16680537.000000 Penalty: 3868.842041
	Iteration 81Q: 3 clusters Score -1.668054e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -16680501.000000 Penalty: 3868.842041
	Iteration 82Q: 3 clusters Score -1.66805e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 139840 members 
Entering Unmasked Estep 
Score: -16680561.000000 Penalty: 3868.842041
	Iteration 83Q: 3 clusters Score -1.668056e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 140064 members 
Entering Unmasked Estep 
Score: -16680616.000000 Penalty: 3868.842041
	Iteration 84Q: 3 clusters Score -1.668062e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 140285 members 
Entering Unmasked Estep 
Score: -16680648.000000 Penalty: 3868.842041
	Iteration 85Q: 3 clusters Score -1.668065e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -16680666.000000 Penalty: 3868.842041
	Iteration 86Q: 3 clusters Score -1.668067e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 140653 members 
Entering Unmasked Estep 
Score: -16680680.000000 Penalty: 3868.842041
	Iteration 87Q: 3 clusters Score -1.668068e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 140839 members 
Entering Unmasked Estep 
Score: -16680681.000000 Penalty: 3868.842041
	Iteration 88Q: 3 clusters Score -1.668068e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -16680701.000000 Penalty: 3868.842041
	Iteration 89Q: 3 clusters Score -1.66807e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 141135 members 
Entering Unmasked Estep 
Score: -16680649.000000 Penalty: 3868.842041
	Iteration 90Q: 3 clusters Score -1.668065e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -16680657.000000 Penalty: 3868.842041
	Iteration 91Q: 3 clusters Score -1.668066e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -16680673.000000 Penalty: 3868.842041
	Iteration 92Q: 3 clusters Score -1.668067e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 141563 members 
Entering Unmasked Estep 
Score: -16680714.000000 Penalty: 3868.842041
	Iteration 93Q: 3 clusters Score -1.668071e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -16680726.000000 Penalty: 3868.842041
	Iteration 94Q: 3 clusters Score -1.668073e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -16680743.000000 Penalty: 3868.842041
	Iteration 95Q: 3 clusters Score -1.668074e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -16680735.000000 Penalty: 3868.842041
	Iteration 96Q: 3 clusters Score -1.668074e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -16680709.000000 Penalty: 3868.842041
	Iteration 97Q: 3 clusters Score -1.668071e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 142171 members 
Entering Unmasked Estep 
Score: -16680709.000000 Penalty: 3868.842041
	Iteration 98Q: 3 clusters Score -1.668071e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -16680750.000000 Penalty: 3868.842041
	Iteration 99Q: 3 clusters Score -1.668075e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -16680743.000000 Penalty: 3868.842041
	Iteration 100F: 3 clusters Score -1.668074e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 142412 members 
Entering Unmasked Estep 
Score: -16680757.000000 Penalty: 3868.842041
	Iteration 101Q: 3 clusters Score -1.668076e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 142455 members 
Entering Unmasked Estep 
Score: -16680753.000000 Penalty: 3868.842041
	Iteration 102Q: 3 clusters Score -1.668075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -16680755.000000 Penalty: 3868.842041
	Iteration 103Q: 3 clusters Score -1.668076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -16680740.000000 Penalty: 3868.842041
	Iteration 104Q: 3 clusters Score -1.668074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -16680751.000000 Penalty: 3868.842041
	Iteration 105Q: 3 clusters Score -1.668075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -16680759.000000 Penalty: 3868.842041
	Iteration 106Q: 3 clusters Score -1.668076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -16680766.000000 Penalty: 3868.842041
	Iteration 107Q: 3 clusters Score -1.668077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -16680768.000000 Penalty: 3868.842041
	Iteration 108Q: 3 clusters Score -1.668077e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -16680795.000000 Penalty: 3868.842041
	Iteration 109Q: 3 clusters Score -1.66808e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -16680812.000000 Penalty: 3868.842041
	Iteration 110Q: 3 clusters Score -1.668081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -16680814.000000 Penalty: 3868.842041
	Iteration 111Q: 3 clusters Score -1.668081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -16680821.000000 Penalty: 3868.842041
	Iteration 112Q: 3 clusters Score -1.668082e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -16680808.000000 Penalty: 3868.842041
	Iteration 113Q: 3 clusters Score -1.668081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 142902 members 
Entering Unmasked Estep 
Score: -16680822.000000 Penalty: 3868.842041
	Iteration 114Q: 3 clusters Score -1.668082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 142925 members 
Entering Unmasked Estep 
Score: -16680819.000000 Penalty: 3868.842041
	Iteration 115Q: 3 clusters Score -1.668082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 142945 members 
Entering Unmasked Estep 
Score: -16680814.000000 Penalty: 3868.842041
	Iteration 116Q: 3 clusters Score -1.668081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -16680815.000000 Penalty: 3868.842041
	Iteration 117Q: 3 clusters Score -1.668082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -16680809.000000 Penalty: 3868.842041
	Iteration 118Q: 3 clusters Score -1.668081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -16680824.000000 Penalty: 3868.842041
	Iteration 119Q: 3 clusters Score -1.668082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 143033 members 
Entering Unmasked Estep 
Score: -16680843.000000 Penalty: 3868.842041
	Iteration 120F: 3 clusters Score -1.668084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -16680836.000000 Penalty: 3868.842041
	Iteration 121Q: 3 clusters Score -1.668084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -16680840.000000 Penalty: 3868.842041
	Iteration 122Q: 3 clusters Score -1.668084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 143096 members 
Entering Unmasked Estep 
Score: -16680836.000000 Penalty: 3868.842041
	Iteration 123Q: 3 clusters Score -1.668084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 143120 members 
Entering Unmasked Estep 
Score: -16680828.000000 Penalty: 3868.842041
	Iteration 124Q: 3 clusters Score -1.668083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -16680843.000000 Penalty: 3868.842041
	Iteration 125Q: 3 clusters Score -1.668084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -16680846.000000 Penalty: 3868.842041
	Iteration 126Q: 3 clusters Score -1.668085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -16680834.000000 Penalty: 3868.842041
	Iteration 127Q: 3 clusters Score -1.668083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -16680830.000000 Penalty: 3868.842041
	Iteration 128Q: 3 clusters Score -1.668083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -16680832.000000 Penalty: 3868.842041
	Iteration 129Q: 3 clusters Score -1.668083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -16680826.000000 Penalty: 3868.842041
	Iteration 130Q: 3 clusters Score -1.668083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -16680828.000000 Penalty: 3868.842041
	Iteration 131Q: 3 clusters Score -1.668083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -16680835.000000 Penalty: 3868.842041
	Iteration 132Q: 3 clusters Score -1.668084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -16680835.000000 Penalty: 3868.842041
	Iteration 133F: 3 clusters Score -1.668084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -468868.468750 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -468868.5 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 2104 members 
Entering Unmasked Estep 
Score: -465322.687500 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -465322.7 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -466318.718750 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -466318.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -466564.062500 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -466564.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -466841.000000 Penalty: 2717.707275
	Iteration 3F: 3 clusters Score -466841 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -467125.906250 Penalty: 2717.707275
	Iteration 4F: 3 clusters Score -467125.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -467429.593750 Penalty: 2717.707275
	Iteration 5F: 3 clusters Score -467429.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -467756.593750 Penalty: 2717.707275
	Iteration 6F: 3 clusters Score -467756.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -468066.406250 Penalty: 2717.707275
	Iteration 7F: 3 clusters Score -468066.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -468267.437500 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -468267.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -468370.093750 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -468370.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -468436.250000 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -468436.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -468480.406250 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -468480.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -468499.125000 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -468499.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -468517.750000 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -468517.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -468528.687500 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -468528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -468534.593750 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -468534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -468540.281250 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -468540.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -468545.906250 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -468545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -468548.812500 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -468548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -468552.687500 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -468552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -468555.375000 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -468555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -468557.187500 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -468557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -468557.437500 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -468557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -468557.656250 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -468557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -468557.656250 Penalty: 2717.707275
	Iteration 24F: 3 clusters Score -468557.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -15636.470703 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -15636.47 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 100 members 
Entering Unmasked Estep 
Score: -14978.463867 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -14978.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15167.804688 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -15167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15230.530273 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -15230.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15258.647461 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -15258.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15281.833008 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -15281.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15295.330078 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -15295.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15297.151367 Penalty: 1701.843628
	Iteration 6Q: 3 clusters Score -15297.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15297.151367 Penalty: 1701.843628
	Iteration 7F: 3 clusters Score -15297.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Entering Unmasked Estep 
Score: -5163184.500000 Penalty: 1742.125977
	Iteration 0F: 2 clusters Score -5163184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5132968.500000 Penalty: 3484.251953
	Iteration 0F: 3 clusters Score -5132968 nChanged 21132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5144911.500000 Penalty: 3484.251953
	Iteration 1F: 3 clusters Score -5144912 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5145542.500000 Penalty: 3484.251953
	Iteration 2Q: 3 clusters Score -5145542 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5146311.000000 Penalty: 3484.251953
	Iteration 3Q: 3 clusters Score -5146311 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -5147287.500000 Penalty: 3484.251953
	Iteration 4Q: 3 clusters Score -5147288 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5148605.500000 Penalty: 3484.251953
	Iteration 5F: 3 clusters Score -5148606 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -5150265.500000 Penalty: 3484.251953
	Iteration 6F: 3 clusters Score -5150266 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5152251.500000 Penalty: 3484.251953
	Iteration 7F: 3 clusters Score -5152252 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5154404.500000 Penalty: 3484.251953
	Iteration 8F: 3 clusters Score -5154404 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5156592.000000 Penalty: 3484.251953
	Iteration 9F: 3 clusters Score -5156592 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5158410.000000 Penalty: 3484.251953
	Iteration 10Q: 3 clusters Score -5158410 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5159672.500000 Penalty: 3484.251953
	Iteration 11Q: 3 clusters Score -5159672 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5160452.000000 Penalty: 3484.251953
	Iteration 12Q: 3 clusters Score -5160452 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5160877.000000 Penalty: 3484.251953
	Iteration 13Q: 3 clusters Score -5160877 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5161157.000000 Penalty: 3484.251953
	Iteration 14Q: 3 clusters Score -5161157 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5161326.500000 Penalty: 3484.251953
	Iteration 15Q: 3 clusters Score -5161326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5161470.500000 Penalty: 3484.251953
	Iteration 16Q: 3 clusters Score -5161470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5161542.000000 Penalty: 3484.251953
	Iteration 17Q: 3 clusters Score -5161542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5161579.000000 Penalty: 3484.251953
	Iteration 18Q: 3 clusters Score -5161579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5161623.000000 Penalty: 3484.251953
	Iteration 19Q: 3 clusters Score -5161623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5161662.500000 Penalty: 3484.251953
	Iteration 20F: 3 clusters Score -5161662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5161683.000000 Penalty: 3484.251953
	Iteration 21Q: 3 clusters Score -5161683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5161704.500000 Penalty: 3484.251953
	Iteration 22Q: 3 clusters Score -5161704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5161718.000000 Penalty: 3484.251953
	Iteration 23Q: 3 clusters Score -5161718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5161727.000000 Penalty: 3484.251953
	Iteration 24Q: 3 clusters Score -5161727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5161723.500000 Penalty: 3484.251953
	Iteration 25Q: 3 clusters Score -5161724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5161724.000000 Penalty: 3484.251953
	Iteration 26Q: 3 clusters Score -5161724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5161733.000000 Penalty: 3484.251953
	Iteration 27Q: 3 clusters Score -5161733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5161734.500000 Penalty: 3484.251953
	Iteration 28Q: 3 clusters Score -5161734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5161740.000000 Penalty: 3484.251953
	Iteration 29Q: 3 clusters Score -5161740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5161737.000000 Penalty: 3484.251953
	Iteration 30Q: 3 clusters Score -5161737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5161744.500000 Penalty: 3484.251953
	Iteration 31Q: 3 clusters Score -5161744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5161746.000000 Penalty: 3484.251953
	Iteration 32Q: 3 clusters Score -5161746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5161754.500000 Penalty: 3484.251953
	Iteration 33Q: 3 clusters Score -5161754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5161755.000000 Penalty: 3484.251953
	Iteration 34Q: 3 clusters Score -5161755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5161757.000000 Penalty: 3484.251953
	Iteration 35Q: 3 clusters Score -5161757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5161758.500000 Penalty: 3484.251953
	Iteration 36Q: 3 clusters Score -5161758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5161756.500000 Penalty: 3484.251953
	Iteration 37Q: 3 clusters Score -5161756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5161764.000000 Penalty: 3484.251953
	Iteration 38Q: 3 clusters Score -5161764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5161765.000000 Penalty: 3484.251953
	Iteration 39Q: 3 clusters Score -5161765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5161771.500000 Penalty: 3484.251953
	Iteration 40F: 3 clusters Score -5161772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5161771.000000 Penalty: 3484.251953
	Iteration 41Q: 3 clusters Score -5161771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5161774.000000 Penalty: 3484.251953
	Iteration 42Q: 3 clusters Score -5161774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5161781.000000 Penalty: 3484.251953
	Iteration 43Q: 3 clusters Score -5161781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5161776.000000 Penalty: 3484.251953
	Iteration 44Q: 3 clusters Score -5161776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5161778.000000 Penalty: 3484.251953
	Iteration 45Q: 3 clusters Score -5161778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5161776.000000 Penalty: 3484.251953
	Iteration 46Q: 3 clusters Score -5161776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5161776.000000 Penalty: 3484.251953
	Iteration 47F: 3 clusters Score -5161776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -347581.937500 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -347581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -344662.093750 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -344662.1 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -345527.312500 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -345527.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345799.218750 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -345799.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -346017.375000 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -346017.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -346200.968750 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -346201 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -346393.843750 Penalty: 2634.617432
	Iteration 5F: 3 clusters Score -346393.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346551.625000 Penalty: 2634.617432
	Iteration 6F: 3 clusters Score -346551.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -346666.281250 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -346666.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -346748.250000 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -346748.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -346817.250000 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -346817.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -346871.281250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -346871.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346904.750000 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -346904.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -346932.437500 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -346932.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -346966.937500 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -346966.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -347035.250000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -347035.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -347082.625000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -347082.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -347112.031250 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -347112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -347150.718750 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -347150.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -347183.781250 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -347183.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -347221.093750 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -347221.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -347251.062500 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -347251.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -347275.687500 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -347275.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -347297.156250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -347297.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -347312.656250 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -347312.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -347325.343750 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -347325.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -347333.937500 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -347333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -347342.750000 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -347342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -347353.812500 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -347353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -347362.406250 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -347362.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -347370.750000 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -347370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -347375.281250 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -347375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -347377.000000 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -347377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -347377.906250 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -347377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -347379.593750 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -347379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -347381.843750 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -347381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -347382.468750 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -347382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -347384.125000 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -347384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -347386.281250 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -347386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -347390.156250 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -347390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -347393.812500 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -347393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -347395.812500 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -347395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -347396.593750 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -347396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -347397.937500 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -347397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -347398.437500 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -347398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -347398.093750 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -347398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -347398.093750 Penalty: 2634.617432
	Iteration 45F: 3 clusters Score -347398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Entering Unmasked Estep 
Score: -9934904.000000 Penalty: 1851.842407
	Iteration 0F: 2 clusters Score -9934904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9875264.000000 Penalty: 3703.684814
	Iteration 0F: 3 clusters Score -9875264 nChanged 42485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -9900436.000000 Penalty: 3703.684814
	Iteration 1F: 3 clusters Score -9900436 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9901576.000000 Penalty: 3703.684814
	Iteration 2Q: 3 clusters Score -9901576 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -9903359.000000 Penalty: 3703.684814
	Iteration 3Q: 3 clusters Score -9903359 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -9906434.000000 Penalty: 3703.684814
	Iteration 4F: 3 clusters Score -9906434 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -9911692.000000 Penalty: 3703.684814
	Iteration 5F: 3 clusters Score -9911692 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -9918793.000000 Penalty: 3703.684814
	Iteration 6F: 3 clusters Score -9918793 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -9925701.000000 Penalty: 3703.684814
	Iteration 7F: 3 clusters Score -9925701 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9930134.000000 Penalty: 3703.684814
	Iteration 8F: 3 clusters Score -9930134 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9932076.000000 Penalty: 3703.684814
	Iteration 9Q: 3 clusters Score -9932076 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9932754.000000 Penalty: 3703.684814
	Iteration 10Q: 3 clusters Score -9932754 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9933060.000000 Penalty: 3703.684814
	Iteration 11Q: 3 clusters Score -9933060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9933184.000000 Penalty: 3703.684814
	Iteration 12Q: 3 clusters Score -9933184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9933214.000000 Penalty: 3703.684814
	Iteration 13Q: 3 clusters Score -9933214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9933229.000000 Penalty: 3703.684814
	Iteration 14Q: 3 clusters Score -9933229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9933261.000000 Penalty: 3703.684814
	Iteration 15Q: 3 clusters Score -9933261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9933275.000000 Penalty: 3703.684814
	Iteration 16Q: 3 clusters Score -9933275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9933287.000000 Penalty: 3703.684814
	Iteration 17Q: 3 clusters Score -9933287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9933302.000000 Penalty: 3703.684814
	Iteration 18Q: 3 clusters Score -9933302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9933302.000000 Penalty: 3703.684814
	Iteration 19F: 3 clusters Score -9933302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Entering Unmasked Estep 
Score: -3782895.250000 Penalty: 1696.905029
	Iteration 0F: 2 clusters Score -3782895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3759923.000000 Penalty: 3393.810059
	Iteration 0F: 3 clusters Score -3759923 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3768586.750000 Penalty: 3393.810059
	Iteration 1F: 3 clusters Score -3768587 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3769038.250000 Penalty: 3393.810059
	Iteration 2Q: 3 clusters Score -3769038 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3769713.250000 Penalty: 3393.810059
	Iteration 3Q: 3 clusters Score -3769713 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3770778.500000 Penalty: 3393.810059
	Iteration 4F: 3 clusters Score -3770778 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3772501.250000 Penalty: 3393.810059
	Iteration 5F: 3 clusters Score -3772501 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3775124.500000 Penalty: 3393.810059
	Iteration 6F: 3 clusters Score -3775124 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3777908.500000 Penalty: 3393.810059
	Iteration 7F: 3 clusters Score -3777908 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3779916.250000 Penalty: 3393.810059
	Iteration 8F: 3 clusters Score -3779916 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3780859.000000 Penalty: 3393.810059
	Iteration 9Q: 3 clusters Score -3780859 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3781179.500000 Penalty: 3393.810059
	Iteration 10Q: 3 clusters Score -3781180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3781310.000000 Penalty: 3393.810059
	Iteration 11Q: 3 clusters Score -3781310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3781368.500000 Penalty: 3393.810059
	Iteration 12Q: 3 clusters Score -3781368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3781391.750000 Penalty: 3393.810059
	Iteration 13Q: 3 clusters Score -3781392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3781410.250000 Penalty: 3393.810059
	Iteration 14Q: 3 clusters Score -3781410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3781422.500000 Penalty: 3393.810059
	Iteration 15Q: 3 clusters Score -3781422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3781433.000000 Penalty: 3393.810059
	Iteration 16Q: 3 clusters Score -3781433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3781442.500000 Penalty: 3393.810059
	Iteration 17Q: 3 clusters Score -3781442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3781457.000000 Penalty: 3393.810059
	Iteration 18Q: 3 clusters Score -3781457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3781458.000000 Penalty: 3393.810059
	Iteration 19Q: 3 clusters Score -3781458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3781458.000000 Penalty: 3393.810059
	Iteration 20F: 3 clusters Score -3781458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Entering Unmasked Estep 
Score: -1099857.250000 Penalty: 1490.266602
	Iteration 0F: 2 clusters Score -1099857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1092920.250000 Penalty: 2980.533203
	Iteration 0F: 3 clusters Score -1092920 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1095065.125000 Penalty: 2980.533203
	Iteration 1F: 3 clusters Score -1095065 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1095258.125000 Penalty: 2980.533203
	Iteration 2F: 3 clusters Score -1095258 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1095415.875000 Penalty: 2980.533203
	Iteration 3Q: 3 clusters Score -1095416 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1095540.250000 Penalty: 2980.533203
	Iteration 4Q: 3 clusters Score -1095540 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1095626.875000 Penalty: 2980.533203
	Iteration 5Q: 3 clusters Score -1095627 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1095728.125000 Penalty: 2980.533203
	Iteration 6Q: 3 clusters Score -1095728 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1095822.375000 Penalty: 2980.533203
	Iteration 7Q: 3 clusters Score -1095822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1095938.250000 Penalty: 2980.533203
	Iteration 8Q: 3 clusters Score -1095938 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1096084.125000 Penalty: 2980.533203
	Iteration 9Q: 3 clusters Score -1096084 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1096276.250000 Penalty: 2980.533203
	Iteration 10Q: 3 clusters Score -1096276 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1096530.250000 Penalty: 2980.533203
	Iteration 11Q: 3 clusters Score -1096530 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1096890.000000 Penalty: 2980.533203
	Iteration 12F: 3 clusters Score -1096890 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1097349.250000 Penalty: 2980.533203
	Iteration 13F: 3 clusters Score -1097349 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1097789.000000 Penalty: 2980.533203
	Iteration 14F: 3 clusters Score -1097789 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1098116.000000 Penalty: 2980.533203
	Iteration 15Q: 3 clusters Score -1098116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1098349.750000 Penalty: 2980.533203
	Iteration 16Q: 3 clusters Score -1098350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1098484.750000 Penalty: 2980.533203
	Iteration 17Q: 3 clusters Score -1098485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1098581.375000 Penalty: 2980.533203
	Iteration 18Q: 3 clusters Score -1098581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1098642.000000 Penalty: 2980.533203
	Iteration 19Q: 3 clusters Score -1098642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1098676.375000 Penalty: 2980.533203
	Iteration 20F: 3 clusters Score -1098676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1098698.875000 Penalty: 2980.533203
	Iteration 21Q: 3 clusters Score -1098699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1098720.750000 Penalty: 2980.533203
	Iteration 22Q: 3 clusters Score -1098721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1098740.250000 Penalty: 2980.533203
	Iteration 23Q: 3 clusters Score -1098740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1098746.000000 Penalty: 2980.533203
	Iteration 24Q: 3 clusters Score -1098746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1098750.375000 Penalty: 2980.533203
	Iteration 25Q: 3 clusters Score -1098750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1098752.875000 Penalty: 2980.533203
	Iteration 26Q: 3 clusters Score -1098753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1098759.000000 Penalty: 2980.533203
	Iteration 27Q: 3 clusters Score -1098759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1098761.000000 Penalty: 2980.533203
	Iteration 28Q: 3 clusters Score -1098761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1098763.000000 Penalty: 2980.533203
	Iteration 29Q: 3 clusters Score -1098763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1098762.875000 Penalty: 2980.533203
	Iteration 30Q: 3 clusters Score -1098763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1098764.000000 Penalty: 2980.533203
	Iteration 31Q: 3 clusters Score -1098764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1098766.250000 Penalty: 2980.533203
	Iteration 32Q: 3 clusters Score -1098766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1098766.375000 Penalty: 2980.533203
	Iteration 33Q: 3 clusters Score -1098766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1098769.250000 Penalty: 2980.533203
	Iteration 34Q: 3 clusters Score -1098769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1098769.625000 Penalty: 2980.533203
	Iteration 35Q: 3 clusters Score -1098770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1098770.250000 Penalty: 2980.533203
	Iteration 36Q: 3 clusters Score -1098770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1098770.250000 Penalty: 2980.533203
	Iteration 37F: 3 clusters Score -1098770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Entering Unmasked Estep 
Score: -7701646.000000 Penalty: 1807.425659
	Iteration 0F: 2 clusters Score -7701646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -7656551.500000 Penalty: 3614.851318
	Iteration 0F: 3 clusters Score -7656552 nChanged 32074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -7674690.000000 Penalty: 3614.851318
	Iteration 1F: 3 clusters Score -7674690 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -7675213.000000 Penalty: 3614.851318
	Iteration 2Q: 3 clusters Score -7675213 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -7675794.500000 Penalty: 3614.851318
	Iteration 3Q: 3 clusters Score -7675794 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -7676528.500000 Penalty: 3614.851318
	Iteration 4Q: 3 clusters Score -7676528 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -7677414.500000 Penalty: 3614.851318
	Iteration 5Q: 3 clusters Score -7677414 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -7678388.000000 Penalty: 3614.851318
	Iteration 6Q: 3 clusters Score -7678388 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -7679670.500000 Penalty: 3614.851318
	Iteration 7Q: 3 clusters Score -7679670 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -7681353.000000 Penalty: 3614.851318
	Iteration 8Q: 3 clusters Score -7681353 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -7683377.500000 Penalty: 3614.851318
	Iteration 9F: 3 clusters Score -7683378 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -7685777.000000 Penalty: 3614.851318
	Iteration 10F: 3 clusters Score -7685777 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -7688141.000000 Penalty: 3614.851318
	Iteration 11F: 3 clusters Score -7688141 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7690297.000000 Penalty: 3614.851318
	Iteration 12Q: 3 clusters Score -7690297 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -7691699.500000 Penalty: 3614.851318
	Iteration 13Q: 3 clusters Score -7691700 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7692487.000000 Penalty: 3614.851318
	Iteration 14Q: 3 clusters Score -7692487 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -7693054.000000 Penalty: 3614.851318
	Iteration 15Q: 3 clusters Score -7693054 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -7693547.000000 Penalty: 3614.851318
	Iteration 16Q: 3 clusters Score -7693547 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -7694060.000000 Penalty: 3614.851318
	Iteration 17Q: 3 clusters Score -7694060 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -7694540.500000 Penalty: 3614.851318
	Iteration 18Q: 3 clusters Score -7694540 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -7695081.500000 Penalty: 3614.851318
	Iteration 19Q: 3 clusters Score -7695082 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -7695654.500000 Penalty: 3614.851318
	Iteration 20F: 3 clusters Score -7695654 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -7696306.000000 Penalty: 3614.851318
	Iteration 21Q: 3 clusters Score -7696306 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -7696912.000000 Penalty: 3614.851318
	Iteration 22Q: 3 clusters Score -7696912 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7697520.500000 Penalty: 3614.851318
	Iteration 23Q: 3 clusters Score -7697520 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7698061.500000 Penalty: 3614.851318
	Iteration 24Q: 3 clusters Score -7698062 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7698492.000000 Penalty: 3614.851318
	Iteration 25Q: 3 clusters Score -7698492 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7698882.000000 Penalty: 3614.851318
	Iteration 26Q: 3 clusters Score -7698882 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7699151.500000 Penalty: 3614.851318
	Iteration 27Q: 3 clusters Score -7699152 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7699366.500000 Penalty: 3614.851318
	Iteration 28Q: 3 clusters Score -7699366 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7699570.000000 Penalty: 3614.851318
	Iteration 29Q: 3 clusters Score -7699570 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7699707.500000 Penalty: 3614.851318
	Iteration 30Q: 3 clusters Score -7699708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7699817.500000 Penalty: 3614.851318
	Iteration 31Q: 3 clusters Score -7699818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7699916.500000 Penalty: 3614.851318
	Iteration 32Q: 3 clusters Score -7699916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7699993.000000 Penalty: 3614.851318
	Iteration 33Q: 3 clusters Score -7699993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7700058.000000 Penalty: 3614.851318
	Iteration 34Q: 3 clusters Score -7700058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7700083.000000 Penalty: 3614.851318
	Iteration 35Q: 3 clusters Score -7700083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7700125.000000 Penalty: 3614.851318
	Iteration 36Q: 3 clusters Score -7700125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7700159.000000 Penalty: 3614.851318
	Iteration 37Q: 3 clusters Score -7700159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7700160.500000 Penalty: 3614.851318
	Iteration 38Q: 3 clusters Score -7700160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7700175.000000 Penalty: 3614.851318
	Iteration 39Q: 3 clusters Score -7700175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7700190.500000 Penalty: 3614.851318
	Iteration 40F: 3 clusters Score -7700190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7700196.500000 Penalty: 3614.851318
	Iteration 41Q: 3 clusters Score -7700196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7700203.000000 Penalty: 3614.851318
	Iteration 42Q: 3 clusters Score -7700203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7700199.000000 Penalty: 3614.851318
	Iteration 43Q: 3 clusters Score -7700199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7700205.000000 Penalty: 3614.851318
	Iteration 44Q: 3 clusters Score -7700205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7700211.500000 Penalty: 3614.851318
	Iteration 45Q: 3 clusters Score -7700212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7700210.500000 Penalty: 3614.851318
	Iteration 46Q: 3 clusters Score -7700210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7700215.500000 Penalty: 3614.851318
	Iteration 47Q: 3 clusters Score -7700216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7700216.500000 Penalty: 3614.851318
	Iteration 48Q: 3 clusters Score -7700216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7700234.500000 Penalty: 3614.851318
	Iteration 49Q: 3 clusters Score -7700234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7700240.500000 Penalty: 3614.851318
	Iteration 50Q: 3 clusters Score -7700240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7700248.000000 Penalty: 3614.851318
	Iteration 51Q: 3 clusters Score -7700248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7700249.000000 Penalty: 3614.851318
	Iteration 52Q: 3 clusters Score -7700249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7700247.500000 Penalty: 3614.851318
	Iteration 53Q: 3 clusters Score -7700248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7700244.000000 Penalty: 3614.851318
	Iteration 54Q: 3 clusters Score -7700244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7700244.000000 Penalty: 3614.851318
	Iteration 55Q: 3 clusters Score -7700244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7700244.500000 Penalty: 3614.851318
	Iteration 56Q: 3 clusters Score -7700244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7700243.500000 Penalty: 3614.851318
	Iteration 57Q: 3 clusters Score -7700244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7700246.500000 Penalty: 3614.851318
	Iteration 58Q: 3 clusters Score -7700246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7700248.000000 Penalty: 3614.851318
	Iteration 59Q: 3 clusters Score -7700248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7700254.000000 Penalty: 3614.851318
	Iteration 60F: 3 clusters Score -7700254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7700254.500000 Penalty: 3614.851318
	Iteration 61Q: 3 clusters Score -7700254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7700250.500000 Penalty: 3614.851318
	Iteration 62Q: 3 clusters Score -7700250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7700251.500000 Penalty: 3614.851318
	Iteration 63Q: 3 clusters Score -7700252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7700254.000000 Penalty: 3614.851318
	Iteration 64Q: 3 clusters Score -7700254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7700255.000000 Penalty: 3614.851318
	Iteration 65Q: 3 clusters Score -7700255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7700260.000000 Penalty: 3614.851318
	Iteration 66Q: 3 clusters Score -7700260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7700257.000000 Penalty: 3614.851318
	Iteration 67Q: 3 clusters Score -7700257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7700257.000000 Penalty: 3614.851318
	Iteration 68F: 3 clusters Score -7700257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (130042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Entering Unmasked Estep 
Score: -14610418.000000 Penalty: 1913.537109
	Iteration 0F: 2 clusters Score -1.461042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -14525472.000000 Penalty: 3827.074219
	Iteration 0F: 3 clusters Score -1.452547e+07 nChanged 62390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -14561976.000000 Penalty: 3827.074219
	Iteration 1F: 3 clusters Score -1.456198e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -14563202.000000 Penalty: 3827.074219
	Iteration 2Q: 3 clusters Score -1.45632e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -14564891.000000 Penalty: 3827.074219
	Iteration 3Q: 3 clusters Score -1.456489e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -14567525.000000 Penalty: 3827.074219
	Iteration 4Q: 3 clusters Score -1.456752e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -14571270.000000 Penalty: 3827.074219
	Iteration 5F: 3 clusters Score -1.457127e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -14576492.000000 Penalty: 3827.074219
	Iteration 6F: 3 clusters Score -1.457649e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -14582171.000000 Penalty: 3827.074219
	Iteration 7F: 3 clusters Score -1.458217e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -14587544.000000 Penalty: 3827.074219
	Iteration 8F: 3 clusters Score -1.458754e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -14591585.000000 Penalty: 3827.074219
	Iteration 9Q: 3 clusters Score -1.459158e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -14594050.000000 Penalty: 3827.074219
	Iteration 10Q: 3 clusters Score -1.459405e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -14595458.000000 Penalty: 3827.074219
	Iteration 11Q: 3 clusters Score -1.459546e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -14596312.000000 Penalty: 3827.074219
	Iteration 12Q: 3 clusters Score -1.459631e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -14597108.000000 Penalty: 3827.074219
	Iteration 13Q: 3 clusters Score -1.459711e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -14597804.000000 Penalty: 3827.074219
	Iteration 14Q: 3 clusters Score -1.45978e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -14598504.000000 Penalty: 3827.074219
	Iteration 15Q: 3 clusters Score -1.45985e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -14599220.000000 Penalty: 3827.074219
	Iteration 16Q: 3 clusters Score -1.459922e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -14599882.000000 Penalty: 3827.074219
	Iteration 17Q: 3 clusters Score -1.459988e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -14600585.000000 Penalty: 3827.074219
	Iteration 18Q: 3 clusters Score -1.460058e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -14601283.000000 Penalty: 3827.074219
	Iteration 19Q: 3 clusters Score -1.460128e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -14601938.000000 Penalty: 3827.074219
	Iteration 20F: 3 clusters Score -1.460194e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -14602603.000000 Penalty: 3827.074219
	Iteration 21Q: 3 clusters Score -1.46026e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116790 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -14603262.000000 Penalty: 3827.074219
	Iteration 22Q: 3 clusters Score -1.460326e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -14603775.000000 Penalty: 3827.074219
	Iteration 23Q: 3 clusters Score -1.460378e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -14604389.000000 Penalty: 3827.074219
	Iteration 24Q: 3 clusters Score -1.460439e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -14604876.000000 Penalty: 3827.074219
	Iteration 25Q: 3 clusters Score -1.460488e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121564 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -14605340.000000 Penalty: 3827.074219
	Iteration 26Q: 3 clusters Score -1.460534e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -14605815.000000 Penalty: 3827.074219
	Iteration 27Q: 3 clusters Score -1.460582e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -14606202.000000 Penalty: 3827.074219
	Iteration 28Q: 3 clusters Score -1.46062e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -14606584.000000 Penalty: 3827.074219
	Iteration 29Q: 3 clusters Score -1.460658e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -14606940.000000 Penalty: 3827.074219
	Iteration 30Q: 3 clusters Score -1.460694e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -14607208.000000 Penalty: 3827.074219
	Iteration 31Q: 3 clusters Score -1.460721e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -14607515.000000 Penalty: 3827.074219
	Iteration 32Q: 3 clusters Score -1.460752e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -14607713.000000 Penalty: 3827.074219
	Iteration 33Q: 3 clusters Score -1.460771e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14607879.000000 Penalty: 3827.074219
	Iteration 34Q: 3 clusters Score -1.460788e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14608045.000000 Penalty: 3827.074219
	Iteration 35Q: 3 clusters Score -1.460804e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14608171.000000 Penalty: 3827.074219
	Iteration 36Q: 3 clusters Score -1.460817e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14608266.000000 Penalty: 3827.074219
	Iteration 37Q: 3 clusters Score -1.460827e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14608373.000000 Penalty: 3827.074219
	Iteration 38Q: 3 clusters Score -1.460837e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14608467.000000 Penalty: 3827.074219
	Iteration 39Q: 3 clusters Score -1.460847e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128414 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -14608513.000000 Penalty: 3827.074219
	Iteration 40F: 3 clusters Score -1.460851e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -14608583.000000 Penalty: 3827.074219
	Iteration 41Q: 3 clusters Score -1.460858e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14608643.000000 Penalty: 3827.074219
	Iteration 42Q: 3 clusters Score -1.460864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14608668.000000 Penalty: 3827.074219
	Iteration 43Q: 3 clusters Score -1.460867e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128735 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14608704.000000 Penalty: 3827.074219
	Iteration 44Q: 3 clusters Score -1.46087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14608725.000000 Penalty: 3827.074219
	Iteration 45Q: 3 clusters Score -1.460872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128804 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14608748.000000 Penalty: 3827.074219
	Iteration 46Q: 3 clusters Score -1.460875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14608771.000000 Penalty: 3827.074219
	Iteration 47Q: 3 clusters Score -1.460877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14608789.000000 Penalty: 3827.074219
	Iteration 48Q: 3 clusters Score -1.460879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14608783.000000 Penalty: 3827.074219
	Iteration 49Q: 3 clusters Score -1.460878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -14608795.000000 Penalty: 3827.074219
	Iteration 50Q: 3 clusters Score -1.46088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14608797.000000 Penalty: 3827.074219
	Iteration 51Q: 3 clusters Score -1.46088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -14608806.000000 Penalty: 3827.074219
	Iteration 52Q: 3 clusters Score -1.460881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14608795.000000 Penalty: 3827.074219
	Iteration 53Q: 3 clusters Score -1.46088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14608811.000000 Penalty: 3827.074219
	Iteration 54Q: 3 clusters Score -1.460881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14608811.000000 Penalty: 3827.074219
	Iteration 55Q: 3 clusters Score -1.460881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -14608813.000000 Penalty: 3827.074219
	Iteration 56Q: 3 clusters Score -1.460881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14608811.000000 Penalty: 3827.074219
	Iteration 57Q: 3 clusters Score -1.460881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -14608817.000000 Penalty: 3827.074219
	Iteration 58Q: 3 clusters Score -1.460882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14608818.000000 Penalty: 3827.074219
	Iteration 59Q: 3 clusters Score -1.460882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14608814.000000 Penalty: 3827.074219
	Iteration 60F: 3 clusters Score -1.460881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -14608815.000000 Penalty: 3827.074219
	Iteration 61Q: 3 clusters Score -1.460882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14608836.000000 Penalty: 3827.074219
	Iteration 62Q: 3 clusters Score -1.460884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14608833.000000 Penalty: 3827.074219
	Iteration 63Q: 3 clusters Score -1.460883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129034 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14608853.000000 Penalty: 3827.074219
	Iteration 64Q: 3 clusters Score -1.460885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129041 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -14608848.000000 Penalty: 3827.074219
	Iteration 65Q: 3 clusters Score -1.460885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14608857.000000 Penalty: 3827.074219
	Iteration 66Q: 3 clusters Score -1.460886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129054 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14608872.000000 Penalty: 3827.074219
	Iteration 67Q: 3 clusters Score -1.460887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14608869.000000 Penalty: 3827.074219
	Iteration 68Q: 3 clusters Score -1.460887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14608865.000000 Penalty: 3827.074219
	Iteration 69Q: 3 clusters Score -1.460886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14608874.000000 Penalty: 3827.074219
	Iteration 70Q: 3 clusters Score -1.460887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14608865.000000 Penalty: 3827.074219
	Iteration 71Q: 3 clusters Score -1.460886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14608878.000000 Penalty: 3827.074219
	Iteration 72Q: 3 clusters Score -1.460888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14608883.000000 Penalty: 3827.074219
	Iteration 73Q: 3 clusters Score -1.460888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129092 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14608892.000000 Penalty: 3827.074219
	Iteration 74Q: 3 clusters Score -1.460889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14608899.000000 Penalty: 3827.074219
	Iteration 75Q: 3 clusters Score -1.46089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129105 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14608903.000000 Penalty: 3827.074219
	Iteration 76Q: 3 clusters Score -1.46089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129110 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14608892.000000 Penalty: 3827.074219
	Iteration 77Q: 3 clusters Score -1.460889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14608896.000000 Penalty: 3827.074219
	Iteration 78Q: 3 clusters Score -1.46089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14608905.000000 Penalty: 3827.074219
	Iteration 79Q: 3 clusters Score -1.46089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14608906.000000 Penalty: 3827.074219
	Iteration 80F: 3 clusters Score -1.460891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14608909.000000 Penalty: 3827.074219
	Iteration 81Q: 3 clusters Score -1.460891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14608910.000000 Penalty: 3827.074219
	Iteration 82Q: 3 clusters Score -1.460891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129139 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14608912.000000 Penalty: 3827.074219
	Iteration 83Q: 3 clusters Score -1.460891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14608913.000000 Penalty: 3827.074219
	Iteration 84Q: 3 clusters Score -1.460891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129145 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14608924.000000 Penalty: 3827.074219
	Iteration 85Q: 3 clusters Score -1.460892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14608914.000000 Penalty: 3827.074219
	Iteration 86Q: 3 clusters Score -1.460891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14608923.000000 Penalty: 3827.074219
	Iteration 87Q: 3 clusters Score -1.460892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14608918.000000 Penalty: 3827.074219
	Iteration 88Q: 3 clusters Score -1.460892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14608910.000000 Penalty: 3827.074219
	Iteration 89Q: 3 clusters Score -1.460891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14608906.000000 Penalty: 3827.074219
	Iteration 90Q: 3 clusters Score -1.460891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14608906.000000 Penalty: 3827.074219
	Iteration 91F: 3 clusters Score -1.460891e+07 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -194588864.000000 Penalty: 30375.482422
21->14 Clusters: Score -194588864.000000, best is -194564256.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 27939 members 
Mstep: Class 3 contains 27853 members 
Mstep: Class 4 contains 28071 members 
Mstep: Class 5 contains 27892 members 
Mstep: Class 6 contains 28050 members 
Mstep: Class 7 contains 27578 members 
Mstep: Class 8 contains 27785 members 
Mstep: Class 9 contains 28130 members 
Mstep: Class 10 contains 27762 members 
Mstep: Class 11 contains 27772 members 
Mstep: Class 12 contains 27908 members 
Mstep: Class 13 contains 27823 members 
Mstep: Class 14 contains 27935 members 
Mstep: Class 15 contains 27727 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 28051 members 
Mstep: Class 18 contains 27923 members 
Mstep: Class 19 contains 27931 members 
Mstep: Class 20 contains 27673 members 
Mstep: Class 21 contains 28109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 231.418304 but Gain 2158.050781
Score: -62470048.000000 Penalty: 43161.019531
Iteration 0F: 21 clusters Score -6.247005e+07 nChanged 555324
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27158 members 
Mstep: Class 3 contains 73162 members 
Mstep: Class 4 contains 41345 members 
Mstep: Class 5 contains 30813 members 
Mstep: Class 7 contains 17971 members 
Mstep: Class 8 contains 85007 members 
Mstep: Class 9 contains 14322 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 7815 members 
Mstep: Class 12 contains 60922 members 
Mstep: Class 13 contains 21346 members 
Mstep: Class 14 contains 25681 members 
Mstep: Class 15 contains 16489 members 
Mstep: Class 16 contains 31078 members 
Mstep: Class 17 contains 37842 members 
Mstep: Class 18 contains 34553 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 22470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63724880.000000 Penalty: 43161.019531
Iteration 1F: 21 clusters Score -6.372488e+07 nChanged 198670
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24221 members 
Mstep: Class 3 contains 89698 members 
Mstep: Class 4 contains 43133 members 
Mstep: Class 5 contains 28217 members 
Mstep: Class 7 contains 14067 members 
Mstep: Class 8 contains 109915 members 
Mstep: Class 9 contains 9551 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 4690 members 
Mstep: Class 12 contains 74908 members 
Mstep: Class 13 contains 16773 members 
Mstep: Class 14 contains 22088 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 23778 members 
Mstep: Class 17 contains 34970 members 
Mstep: Class 18 contains 38574 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 7275 members 
Mstep: Class 21 contains 16665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64058908.000000 Penalty: 43161.019531
Iteration 2F: 21 clusters Score -6.405891e+07 nChanged 156521
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19610 members 
Mstep: Class 3 contains 92769 members 
Mstep: Class 4 contains 50156 members 
Mstep: Class 5 contains 18870 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 114911 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 104055 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 22873 members 
Mstep: Class 15 contains 7392 members 
Mstep: Class 16 contains 22334 members 
Mstep: Class 17 contains 27381 members 
Mstep: Class 18 contains 43141 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 7427 members 
Mstep: Class 21 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1967.620605 but Gain 2158.050781
Score: -64318184.000000 Penalty: 41002.968750
Iteration 3F: 20 clusters Score -6.431818e+07 nChanged 129981
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13153 members 
Mstep: Class 3 contains 92517 members 
Mstep: Class 4 contains 59531 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 110834 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 12 contains 143331 members 
Mstep: Class 13 contains 12580 members 
Mstep: Class 14 contains 22377 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 20306 members 
Mstep: Class 17 contains 18584 members 
Mstep: Class 18 contains 42020 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64493844.000000 Penalty: 41002.968750
Iteration 4F: 20 clusters Score -6.449384e+07 nChanged 95251
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 93934 members 
Mstep: Class 4 contains 64786 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 109780 members 
Mstep: Class 9 contains 6773 members 
Mstep: Class 10 contains 1571 members 
Mstep: Class 12 contains 180040 members 
Mstep: Class 13 contains 11487 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 4918 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 33603 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1675.616699 but Gain 2158.050781
Score: -64586328.000000 Penalty: 38844.917969
Iteration 5F: 19 clusters Score -6.458633e+07 nChanged 75298
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 93815 members 
Mstep: Class 4 contains 65937 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 105368 members 
Mstep: Class 9 contains 6934 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 220124 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 22092 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 20302 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 892.016602 but Gain 2158.050781
Score: -64623676.000000 Penalty: 36686.867188
Iteration 6F: 18 clusters Score -6.462368e+07 nChanged 51079
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 3 contains 93059 members 
Mstep: Class 4 contains 67917 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 99421 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 12 contains 245428 members 
Mstep: Class 13 contains 10111 members 
Mstep: Class 14 contains 22484 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 15247 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 9704 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 1059 members 
Mstep: Class 21 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 660.391418 but Gain 2158.050781
Score: -64630124.000000 Penalty: 34528.816406
Iteration 7F: 17 clusters Score -6.463012e+07 nChanged 29005
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 3 contains 92382 members 
Mstep: Class 4 contains 72105 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 94685 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 12 contains 254032 members 
Mstep: Class 13 contains 9929 members 
Mstep: Class 14 contains 23147 members 
Mstep: Class 15 contains 3086 members 
Mstep: Class 16 contains 15519 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 21 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 590.203552 but Gain 2158.052734
Score: -64635228.000000 Penalty: 32370.763672
Iteration 8Q: 16 clusters Score -6.463523e+07 nChanged 19235
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 3 contains 91841 members 
Mstep: Class 4 contains 76869 members 
Mstep: Class 8 contains 90821 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 12 contains 255981 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 23921 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 16262 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 21 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1299.384399 but Gain 2158.050781
Score: -64641604.000000 Penalty: 30212.712891
Iteration 9Q: 15 clusters Score -6.46416e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 3 contains 91379 members 
Mstep: Class 4 contains 82033 members 
Mstep: Class 8 contains 87196 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 12 contains 256111 members 
Mstep: Class 13 contains 9999 members 
Mstep: Class 14 contains 24682 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 16947 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 21 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1902.699097 but Gain 2158.050781
Score: -64648156.000000 Penalty: 28054.662109
Iteration 10Q: 14 clusters Score -6.464816e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 3 contains 90660 members 
Mstep: Class 4 contains 87299 members 
Mstep: Class 8 contains 83937 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 1573 members 
Mstep: Class 12 contains 254657 members 
Mstep: Class 13 contains 10189 members 
Mstep: Class 14 contains 25928 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 18226 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 21 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1931.337280 but Gain 2158.050781
Score: -64656104.000000 Penalty: 25896.611328
Iteration 11Q: 13 clusters Score -6.46561e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 3 contains 89931 members 
Mstep: Class 4 contains 93078 members 
Mstep: Class 8 contains 81338 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 12 contains 252906 members 
Mstep: Class 13 contains 10285 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 19042 members 
Mstep: Class 21 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64662348.000000 Penalty: 25896.611328
Iteration 12Q: 13 clusters Score -6.466235e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 3 contains 89323 members 
Mstep: Class 4 contains 98317 members 
Mstep: Class 8 contains 79262 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 12 contains 249165 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 27452 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 19761 members 
Mstep: Class 21 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64666392.000000 Penalty: 25896.611328
Iteration 13Q: 13 clusters Score -6.466639e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 3 contains 88896 members 
Mstep: Class 4 contains 103393 members 
Mstep: Class 8 contains 77557 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 12 contains 245083 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 28037 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 20451 members 
Mstep: Class 21 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64670576.000000 Penalty: 25896.611328
Iteration 14Q: 13 clusters Score -6.467058e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 88572 members 
Mstep: Class 4 contains 108300 members 
Mstep: Class 8 contains 76150 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 12 contains 240827 members 
Mstep: Class 13 contains 10754 members 
Mstep: Class 14 contains 28588 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 21 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64674408.000000 Penalty: 25896.611328
Iteration 15Q: 13 clusters Score -6.467441e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 3 contains 88345 members 
Mstep: Class 4 contains 113088 members 
Mstep: Class 8 contains 75034 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 1504 members 
Mstep: Class 12 contains 236519 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 29027 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 21475 members 
Mstep: Class 21 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64677948.000000 Penalty: 25896.611328
Iteration 16Q: 13 clusters Score -6.467795e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 3 contains 88163 members 
Mstep: Class 4 contains 117737 members 
Mstep: Class 8 contains 74127 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 12 contains 232309 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 29310 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 21785 members 
Mstep: Class 21 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64680732.000000 Penalty: 25896.611328
Iteration 17Q: 13 clusters Score -6.468073e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 3 contains 88046 members 
Mstep: Class 4 contains 122211 members 
Mstep: Class 8 contains 73342 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 12 contains 228206 members 
Mstep: Class 13 contains 11401 members 
Mstep: Class 14 contains 29498 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 21997 members 
Mstep: Class 21 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64683520.000000 Penalty: 25896.611328
Iteration 18Q: 13 clusters Score -6.468352e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 3 contains 87947 members 
Mstep: Class 4 contains 126490 members 
Mstep: Class 8 contains 72734 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 12 contains 224311 members 
Mstep: Class 13 contains 11652 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 22085 members 
Mstep: Class 21 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686948.000000 Penalty: 25896.611328
Iteration 19Q: 13 clusters Score -6.468695e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 3 contains 87867 members 
Mstep: Class 4 contains 130567 members 
Mstep: Class 8 contains 72160 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 12 contains 220753 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 29549 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 22093 members 
Mstep: Class 21 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690104.000000 Penalty: 25896.611328
Iteration 20F: 13 clusters Score -6.46901e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 3 contains 87809 members 
Mstep: Class 4 contains 134267 members 
Mstep: Class 8 contains 71688 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 12 contains 217507 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 29536 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 22027 members 
Mstep: Class 21 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692584.000000 Penalty: 25896.611328
Iteration 21Q: 13 clusters Score -6.469258e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 3 contains 87759 members 
Mstep: Class 4 contains 137723 members 
Mstep: Class 8 contains 71255 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 12 contains 214526 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 29478 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 21968 members 
Mstep: Class 21 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694660.000000 Penalty: 25896.611328
Iteration 22Q: 13 clusters Score -6.469466e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 3 contains 87711 members 
Mstep: Class 4 contains 140924 members 
Mstep: Class 8 contains 70862 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 211907 members 
Mstep: Class 13 contains 12375 members 
Mstep: Class 14 contains 29295 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 21893 members 
Mstep: Class 21 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696168.000000 Penalty: 25896.611328
Iteration 23Q: 13 clusters Score -6.469617e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 3 contains 87655 members 
Mstep: Class 4 contains 143764 members 
Mstep: Class 8 contains 70564 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 12 contains 209643 members 
Mstep: Class 13 contains 12499 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 21759 members 
Mstep: Class 21 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697684.000000 Penalty: 25896.611328
Iteration 24Q: 13 clusters Score -6.469768e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 3 contains 87612 members 
Mstep: Class 4 contains 146122 members 
Mstep: Class 8 contains 70322 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 12 contains 207841 members 
Mstep: Class 13 contains 12606 members 
Mstep: Class 14 contains 28939 members 
Mstep: Class 15 contains 1209 members 
Mstep: Class 16 contains 21617 members 
Mstep: Class 21 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64698900.000000 Penalty: 25896.611328
Iteration 25Q: 13 clusters Score -6.46989e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 3 contains 87572 members 
Mstep: Class 4 contains 148117 members 
Mstep: Class 8 contains 70119 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 206360 members 
Mstep: Class 13 contains 12701 members 
Mstep: Class 14 contains 28715 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 21514 members 
Mstep: Class 21 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64699352.000000 Penalty: 25896.611328
Iteration 26Q: 13 clusters Score -6.469935e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 3 contains 87539 members 
Mstep: Class 4 contains 149709 members 
Mstep: Class 8 contains 69959 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 205236 members 
Mstep: Class 13 contains 12774 members 
Mstep: Class 14 contains 28531 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 21393 members 
Mstep: Class 21 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64699644.000000 Penalty: 25896.611328
Iteration 27Q: 13 clusters Score -6.469964e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 3 contains 87517 members 
Mstep: Class 4 contains 150999 members 
Mstep: Class 8 contains 69842 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 12 contains 204413 members 
Mstep: Class 13 contains 12834 members 
Mstep: Class 14 contains 28320 members 
Mstep: Class 15 contains 1125 members 
Mstep: Class 16 contains 21251 members 
Mstep: Class 21 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700224.000000 Penalty: 25896.611328
Iteration 28Q: 13 clusters Score -6.470022e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 3 contains 87502 members 
Mstep: Class 4 contains 152076 members 
Mstep: Class 8 contains 69733 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 203787 members 
Mstep: Class 13 contains 12889 members 
Mstep: Class 14 contains 28078 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 21137 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700516.000000 Penalty: 25896.611328
Iteration 29Q: 13 clusters Score -6.470052e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 3 contains 87494 members 
Mstep: Class 4 contains 152945 members 
Mstep: Class 8 contains 69649 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 12 contains 203316 members 
Mstep: Class 13 contains 12934 members 
Mstep: Class 14 contains 27877 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700648.000000 Penalty: 25896.611328
Iteration 30Q: 13 clusters Score -6.470065e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 3 contains 87497 members 
Mstep: Class 4 contains 153762 members 
Mstep: Class 8 contains 69585 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 12 contains 202843 members 
Mstep: Class 13 contains 12988 members 
Mstep: Class 14 contains 27676 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 20893 members 
Mstep: Class 21 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64700788.000000 Penalty: 25896.611328
Iteration 31Q: 13 clusters Score -6.470079e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 3 contains 87490 members 
Mstep: Class 4 contains 154570 members 
Mstep: Class 8 contains 69547 members 
Mstep: Class 9 contains 4345 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 12 contains 202299 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 27505 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 20816 members 
Mstep: Class 21 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701036.000000 Penalty: 25896.611328
Iteration 32Q: 13 clusters Score -6.470104e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 3 contains 87472 members 
Mstep: Class 4 contains 155335 members 
Mstep: Class 8 contains 69535 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 201755 members 
Mstep: Class 13 contains 13070 members 
Mstep: Class 14 contains 27382 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 20737 members 
Mstep: Class 21 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701360.000000 Penalty: 25896.611328
Iteration 33Q: 13 clusters Score -6.470136e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 3 contains 87458 members 
Mstep: Class 4 contains 156096 members 
Mstep: Class 8 contains 69523 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 201257 members 
Mstep: Class 13 contains 13094 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 1070 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 21 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701620.000000 Penalty: 25896.611328
Iteration 34Q: 13 clusters Score -6.470162e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 3 contains 87440 members 
Mstep: Class 4 contains 156784 members 
Mstep: Class 8 contains 69516 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 200845 members 
Mstep: Class 13 contains 13104 members 
Mstep: Class 14 contains 27078 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 20538 members 
Mstep: Class 21 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701828.000000 Penalty: 25896.611328
Iteration 35Q: 13 clusters Score -6.470183e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 157387 members 
Mstep: Class 8 contains 69513 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 200515 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 20428 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701680.000000 Penalty: 25896.611328
Iteration 36Q: 13 clusters Score -6.470168e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 3 contains 87408 members 
Mstep: Class 4 contains 158036 members 
Mstep: Class 8 contains 69513 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 200131 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 26811 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 21 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701628.000000 Penalty: 25896.611328
Iteration 37Q: 13 clusters Score -6.470163e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 3 contains 87390 members 
Mstep: Class 4 contains 158614 members 
Mstep: Class 8 contains 69526 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 199832 members 
Mstep: Class 13 contains 13107 members 
Mstep: Class 14 contains 26678 members 
Mstep: Class 15 contains 1074 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701812.000000 Penalty: 25896.611328
Iteration 38Q: 13 clusters Score -6.470181e+07 nChanged 1608
Entering ConstructFrom: 
Score: -64701812.000000 Penalty: 25896.611328
Entering ConstructFrom: 
Trying to split cluster 1 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -178210.453125 Penalty: 1207.007568
	Iteration 0F: 2 clusters Score -178210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -176339.125000 Penalty: 2414.015137
	Iteration 0F: 3 clusters Score -176339.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -176897.640625 Penalty: 2414.015137
	Iteration 1F: 3 clusters Score -176897.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -177110.734375 Penalty: 2414.015137
	Iteration 2F: 3 clusters Score -177110.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177274.375000 Penalty: 2414.015137
	Iteration 3F: 3 clusters Score -177274.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -177409.375000 Penalty: 2414.015137
	Iteration 4F: 3 clusters Score -177409.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -177519.921875 Penalty: 2414.015137
	Iteration 5Q: 3 clusters Score -177519.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -177601.984375 Penalty: 2414.015137
	Iteration 6Q: 3 clusters Score -177602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -177667.562500 Penalty: 2414.015137
	Iteration 7Q: 3 clusters Score -177667.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -177708.171875 Penalty: 2414.015137
	Iteration 8Q: 3 clusters Score -177708.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -177749.390625 Penalty: 2414.015137
	Iteration 9Q: 3 clusters Score -177749.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -177789.812500 Penalty: 2414.015137
	Iteration 10Q: 3 clusters Score -177789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -177815.937500 Penalty: 2414.015137
	Iteration 11Q: 3 clusters Score -177815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -177837.203125 Penalty: 2414.015137
	Iteration 12Q: 3 clusters Score -177837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -177850.750000 Penalty: 2414.015137
	Iteration 13Q: 3 clusters Score -177850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -177862.468750 Penalty: 2414.015137
	Iteration 14Q: 3 clusters Score -177862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -177868.031250 Penalty: 2414.015137
	Iteration 15Q: 3 clusters Score -177868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -177872.906250 Penalty: 2414.015137
	Iteration 16Q: 3 clusters Score -177872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -177876.781250 Penalty: 2414.015137
	Iteration 17Q: 3 clusters Score -177876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -177881.875000 Penalty: 2414.015137
	Iteration 18Q: 3 clusters Score -177881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -177889.031250 Penalty: 2414.015137
	Iteration 19Q: 3 clusters Score -177889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -177900.875000 Penalty: 2414.015137
	Iteration 20F: 3 clusters Score -177900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -177906.312500 Penalty: 2414.015137
	Iteration 21Q: 3 clusters Score -177906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -177906.312500 Penalty: 2414.015137
	Iteration 22F: 3 clusters Score -177906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Entering Unmasked Estep 
Score: -9769302.000000 Penalty: 1848.930298
	Iteration 0F: 2 clusters Score -9769302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -9710979.000000 Penalty: 3697.860596
	Iteration 0F: 3 clusters Score -9710979 nChanged 41672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -9735158.000000 Penalty: 3697.860596
	Iteration 1F: 3 clusters Score -9735158 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9735905.000000 Penalty: 3697.860596
	Iteration 2Q: 3 clusters Score -9735905 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -9736688.000000 Penalty: 3697.860596
	Iteration 3Q: 3 clusters Score -9736688 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9737588.000000 Penalty: 3697.860596
	Iteration 4Q: 3 clusters Score -9737588 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -9738677.000000 Penalty: 3697.860596
	Iteration 5Q: 3 clusters Score -9738677 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -9740088.000000 Penalty: 3697.860596
	Iteration 6Q: 3 clusters Score -9740088 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -9741998.000000 Penalty: 3697.860596
	Iteration 7Q: 3 clusters Score -9741998 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -9744351.000000 Penalty: 3697.860596
	Iteration 8F: 3 clusters Score -9744351 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -9747323.000000 Penalty: 3697.860596
	Iteration 9F: 3 clusters Score -9747323 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -9750841.000000 Penalty: 3697.860596
	Iteration 10F: 3 clusters Score -9750841 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -9754356.000000 Penalty: 3697.860596
	Iteration 11F: 3 clusters Score -9754356 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -9757647.000000 Penalty: 3697.860596
	Iteration 12Q: 3 clusters Score -9757647 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9760418.000000 Penalty: 3697.860596
	Iteration 13Q: 3 clusters Score -9760418 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -9762521.000000 Penalty: 3697.860596
	Iteration 14Q: 3 clusters Score -9762521 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -9764016.000000 Penalty: 3697.860596
	Iteration 15Q: 3 clusters Score -9764016 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9765192.000000 Penalty: 3697.860596
	Iteration 16Q: 3 clusters Score -9765192 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9766098.000000 Penalty: 3697.860596
	Iteration 17Q: 3 clusters Score -9766098 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9766771.000000 Penalty: 3697.860596
	Iteration 18Q: 3 clusters Score -9766771 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9767181.000000 Penalty: 3697.860596
	Iteration 19Q: 3 clusters Score -9767181 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9767436.000000 Penalty: 3697.860596
	Iteration 20F: 3 clusters Score -9767436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9767542.000000 Penalty: 3697.860596
	Iteration 21Q: 3 clusters Score -9767542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9767602.000000 Penalty: 3697.860596
	Iteration 22Q: 3 clusters Score -9767602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9767648.000000 Penalty: 3697.860596
	Iteration 23Q: 3 clusters Score -9767648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9767658.000000 Penalty: 3697.860596
	Iteration 24Q: 3 clusters Score -9767658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9767682.000000 Penalty: 3697.860596
	Iteration 25Q: 3 clusters Score -9767682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9767692.000000 Penalty: 3697.860596
	Iteration 26Q: 3 clusters Score -9767692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9767709.000000 Penalty: 3697.860596
	Iteration 27Q: 3 clusters Score -9767709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9767723.000000 Penalty: 3697.860596
	Iteration 28Q: 3 clusters Score -9767723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9767713.000000 Penalty: 3697.860596
	Iteration 29Q: 3 clusters Score -9767713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9767715.000000 Penalty: 3697.860596
	Iteration 30Q: 3 clusters Score -9767715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9767728.000000 Penalty: 3697.860596
	Iteration 31Q: 3 clusters Score -9767728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9767731.000000 Penalty: 3697.860596
	Iteration 32Q: 3 clusters Score -9767731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9767741.000000 Penalty: 3697.860596
	Iteration 33Q: 3 clusters Score -9767741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9767742.000000 Penalty: 3697.860596
	Iteration 34Q: 3 clusters Score -9767742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9767749.000000 Penalty: 3697.860596
	Iteration 35Q: 3 clusters Score -9767749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9767752.000000 Penalty: 3697.860596
	Iteration 36Q: 3 clusters Score -9767752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9767753.000000 Penalty: 3697.860596
	Iteration 37Q: 3 clusters Score -9767753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9767759.000000 Penalty: 3697.860596
	Iteration 38Q: 3 clusters Score -9767759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9767763.000000 Penalty: 3697.860596
	Iteration 39Q: 3 clusters Score -9767763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9767768.000000 Penalty: 3697.860596
	Iteration 40F: 3 clusters Score -9767768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9767768.000000 Penalty: 3697.860596
	Iteration 41Q: 3 clusters Score -9767768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9767767.000000 Penalty: 3697.860596
	Iteration 42Q: 3 clusters Score -9767767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9767766.000000 Penalty: 3697.860596
	Iteration 43Q: 3 clusters Score -9767766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9767769.000000 Penalty: 3697.860596
	Iteration 44Q: 3 clusters Score -9767769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9767779.000000 Penalty: 3697.860596
	Iteration 45Q: 3 clusters Score -9767779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9767783.000000 Penalty: 3697.860596
	Iteration 46Q: 3 clusters Score -9767783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9767782.000000 Penalty: 3697.860596
	Iteration 47Q: 3 clusters Score -9767782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9767782.000000 Penalty: 3697.860596
	Iteration 48F: 3 clusters Score -9767782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (159141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Entering Unmasked Estep 
Score: -17914440.000000 Penalty: 1946.351196
	Iteration 0F: 2 clusters Score -1.791444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -17815840.000000 Penalty: 3892.702393
	Iteration 0F: 3 clusters Score -1.781584e+07 nChanged 76790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -17862808.000000 Penalty: 3892.702393
	Iteration 1F: 3 clusters Score -1.786281e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -17865380.000000 Penalty: 3892.702393
	Iteration 2Q: 3 clusters Score -1.786538e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -17869204.000000 Penalty: 3892.702393
	Iteration 3Q: 3 clusters Score -1.78692e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -17874066.000000 Penalty: 3892.702393
	Iteration 4F: 3 clusters Score -1.787407e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -17879386.000000 Penalty: 3892.702393
	Iteration 5F: 3 clusters Score -1.787939e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -17885472.000000 Penalty: 3892.702393
	Iteration 6F: 3 clusters Score -1.788547e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -17892008.000000 Penalty: 3892.702393
	Iteration 7F: 3 clusters Score -1.789201e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -17898350.000000 Penalty: 3892.702393
	Iteration 8F: 3 clusters Score -1.789835e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -17903004.000000 Penalty: 3892.702393
	Iteration 9Q: 3 clusters Score -1.7903e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -17905430.000000 Penalty: 3892.702393
	Iteration 10Q: 3 clusters Score -1.790543e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -17906670.000000 Penalty: 3892.702393
	Iteration 11Q: 3 clusters Score -1.790667e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -17907454.000000 Penalty: 3892.702393
	Iteration 12Q: 3 clusters Score -1.790745e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -17908110.000000 Penalty: 3892.702393
	Iteration 13Q: 3 clusters Score -1.790811e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -17908782.000000 Penalty: 3892.702393
	Iteration 14Q: 3 clusters Score -1.790878e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -17909320.000000 Penalty: 3892.702393
	Iteration 15Q: 3 clusters Score -1.790932e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -17909808.000000 Penalty: 3892.702393
	Iteration 16Q: 3 clusters Score -1.790981e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -17910256.000000 Penalty: 3892.702393
	Iteration 17Q: 3 clusters Score -1.791026e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -17910676.000000 Penalty: 3892.702393
	Iteration 18Q: 3 clusters Score -1.791068e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -17911086.000000 Penalty: 3892.702393
	Iteration 19Q: 3 clusters Score -1.791109e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -17911512.000000 Penalty: 3892.702393
	Iteration 20F: 3 clusters Score -1.791151e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 104367 members 
Entering Unmasked Estep 
Score: -17911828.000000 Penalty: 3892.702393
	Iteration 21Q: 3 clusters Score -1.791183e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -17912048.000000 Penalty: 3892.702393
	Iteration 22Q: 3 clusters Score -1.791205e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -17912426.000000 Penalty: 3892.702393
	Iteration 23Q: 3 clusters Score -1.791243e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -17912716.000000 Penalty: 3892.702393
	Iteration 24Q: 3 clusters Score -1.791272e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -17913086.000000 Penalty: 3892.702393
	Iteration 25Q: 3 clusters Score -1.791309e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -17913354.000000 Penalty: 3892.702393
	Iteration 26Q: 3 clusters Score -1.791335e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -17913634.000000 Penalty: 3892.702393
	Iteration 27Q: 3 clusters Score -1.791363e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -17913736.000000 Penalty: 3892.702393
	Iteration 28Q: 3 clusters Score -1.791374e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -17913958.000000 Penalty: 3892.702393
	Iteration 29Q: 3 clusters Score -1.791396e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -17914186.000000 Penalty: 3892.702393
	Iteration 30Q: 3 clusters Score -1.791419e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 117687 members 
Entering Unmasked Estep 
Score: -17914408.000000 Penalty: 3892.702393
	Iteration 31Q: 3 clusters Score -1.791441e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -17914578.000000 Penalty: 3892.702393
	Iteration 32Q: 3 clusters Score -1.791458e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -17914820.000000 Penalty: 3892.702393
	Iteration 33Q: 3 clusters Score -1.791482e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -17914996.000000 Penalty: 3892.702393
	Iteration 34Q: 3 clusters Score -1.7915e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -17915200.000000 Penalty: 3892.702393
	Iteration 35Q: 3 clusters Score -1.79152e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -17915412.000000 Penalty: 3892.702393
	Iteration 36Q: 3 clusters Score -1.791541e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -17915490.000000 Penalty: 3892.702393
	Iteration 37Q: 3 clusters Score -1.791549e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -17915604.000000 Penalty: 3892.702393
	Iteration 38Q: 3 clusters Score -1.79156e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -17915710.000000 Penalty: 3892.702393
	Iteration 39Q: 3 clusters Score -1.791571e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -17915826.000000 Penalty: 3892.702393
	Iteration 40F: 3 clusters Score -1.791583e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -17915950.000000 Penalty: 3892.702393
	Iteration 41Q: 3 clusters Score -1.791595e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -17915978.000000 Penalty: 3892.702393
	Iteration 42Q: 3 clusters Score -1.791598e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -17916080.000000 Penalty: 3892.702393
	Iteration 43Q: 3 clusters Score -1.791608e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 130118 members 
Entering Unmasked Estep 
Score: -17916132.000000 Penalty: 3892.702393
	Iteration 44Q: 3 clusters Score -1.791613e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -17916246.000000 Penalty: 3892.702393
	Iteration 45Q: 3 clusters Score -1.791625e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -17916244.000000 Penalty: 3892.702393
	Iteration 46Q: 3 clusters Score -1.791624e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -17916290.000000 Penalty: 3892.702393
	Iteration 47Q: 3 clusters Score -1.791629e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -17916380.000000 Penalty: 3892.702393
	Iteration 48Q: 3 clusters Score -1.791638e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -17916420.000000 Penalty: 3892.702393
	Iteration 49Q: 3 clusters Score -1.791642e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 134638 members 
Entering Unmasked Estep 
Score: -17916382.000000 Penalty: 3892.702393
	Iteration 50Q: 3 clusters Score -1.791638e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 135245 members 
Entering Unmasked Estep 
Score: -17916354.000000 Penalty: 3892.702393
	Iteration 51Q: 3 clusters Score -1.791635e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -17916372.000000 Penalty: 3892.702393
	Iteration 52Q: 3 clusters Score -1.791637e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 136428 members 
Entering Unmasked Estep 
Score: -17916376.000000 Penalty: 3892.702393
	Iteration 53Q: 3 clusters Score -1.791638e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 136973 members 
Entering Unmasked Estep 
Score: -17916356.000000 Penalty: 3892.702393
	Iteration 54Q: 3 clusters Score -1.791636e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 137474 members 
Entering Unmasked Estep 
Score: -17916396.000000 Penalty: 3892.702393
	Iteration 55Q: 3 clusters Score -1.79164e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -17916408.000000 Penalty: 3892.702393
	Iteration 56Q: 3 clusters Score -1.791641e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -17916432.000000 Penalty: 3892.702393
	Iteration 57Q: 3 clusters Score -1.791643e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -17916390.000000 Penalty: 3892.702393
	Iteration 58Q: 3 clusters Score -1.791639e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -17916454.000000 Penalty: 3892.702393
	Iteration 59Q: 3 clusters Score -1.791645e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -17916474.000000 Penalty: 3892.702393
	Iteration 60F: 3 clusters Score -1.791647e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 140248 members 
Entering Unmasked Estep 
Score: -17916496.000000 Penalty: 3892.702393
	Iteration 61Q: 3 clusters Score -1.79165e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 140642 members 
Entering Unmasked Estep 
Score: -17916460.000000 Penalty: 3892.702393
	Iteration 62Q: 3 clusters Score -1.791646e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -17916522.000000 Penalty: 3892.702393
	Iteration 63Q: 3 clusters Score -1.791652e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -17916486.000000 Penalty: 3892.702393
	Iteration 64Q: 3 clusters Score -1.791649e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -17916460.000000 Penalty: 3892.702393
	Iteration 65Q: 3 clusters Score -1.791646e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -17916470.000000 Penalty: 3892.702393
	Iteration 66Q: 3 clusters Score -1.791647e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -17916390.000000 Penalty: 3892.702393
	Iteration 67Q: 3 clusters Score -1.791639e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -17916334.000000 Penalty: 3892.702393
	Iteration 68Q: 3 clusters Score -1.791633e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -17916370.000000 Penalty: 3892.702393
	Iteration 69Q: 3 clusters Score -1.791637e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -17916360.000000 Penalty: 3892.702393
	Iteration 70Q: 3 clusters Score -1.791636e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 144071 members 
Entering Unmasked Estep 
Score: -17916382.000000 Penalty: 3892.702393
	Iteration 71Q: 3 clusters Score -1.791638e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 144437 members 
Entering Unmasked Estep 
Score: -17916364.000000 Penalty: 3892.702393
	Iteration 72Q: 3 clusters Score -1.791636e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 144800 members 
Entering Unmasked Estep 
Score: -17916400.000000 Penalty: 3892.702393
	Iteration 73Q: 3 clusters Score -1.79164e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 145162 members 
Entering Unmasked Estep 
Score: -17916362.000000 Penalty: 3892.702393
	Iteration 74Q: 3 clusters Score -1.791636e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -17916328.000000 Penalty: 3892.702393
	Iteration 75Q: 3 clusters Score -1.791633e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 145874 members 
Entering Unmasked Estep 
Score: -17916270.000000 Penalty: 3892.702393
	Iteration 76Q: 3 clusters Score -1.791627e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -17916276.000000 Penalty: 3892.702393
	Iteration 77Q: 3 clusters Score -1.791628e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 146497 members 
Entering Unmasked Estep 
Score: -17916198.000000 Penalty: 3892.702393
	Iteration 78Q: 3 clusters Score -1.79162e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -17916164.000000 Penalty: 3892.702393
	Iteration 79Q: 3 clusters Score -1.791616e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -17916070.000000 Penalty: 3892.702393
	Iteration 80F: 3 clusters Score -1.791607e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -17916044.000000 Penalty: 3892.702393
	Iteration 81Q: 3 clusters Score -1.791604e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -17915992.000000 Penalty: 3892.702393
	Iteration 82Q: 3 clusters Score -1.791599e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -17915944.000000 Penalty: 3892.702393
	Iteration 83Q: 3 clusters Score -1.791594e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -17915880.000000 Penalty: 3892.702393
	Iteration 84Q: 3 clusters Score -1.791588e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -17915836.000000 Penalty: 3892.702393
	Iteration 85Q: 3 clusters Score -1.791584e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -17915818.000000 Penalty: 3892.702393
	Iteration 86Q: 3 clusters Score -1.791582e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 148861 members 
Entering Unmasked Estep 
Score: -17915790.000000 Penalty: 3892.702393
	Iteration 87Q: 3 clusters Score -1.791579e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -17915720.000000 Penalty: 3892.702393
	Iteration 88Q: 3 clusters Score -1.791572e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 149345 members 
Entering Unmasked Estep 
Score: -17915678.000000 Penalty: 3892.702393
	Iteration 89Q: 3 clusters Score -1.791568e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -17915644.000000 Penalty: 3892.702393
	Iteration 90Q: 3 clusters Score -1.791564e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -17915596.000000 Penalty: 3892.702393
	Iteration 91Q: 3 clusters Score -1.79156e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 150117 members 
Entering Unmasked Estep 
Score: -17915596.000000 Penalty: 3892.702393
	Iteration 92Q: 3 clusters Score -1.79156e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 150359 members 
Entering Unmasked Estep 
Score: -17915560.000000 Penalty: 3892.702393
	Iteration 93Q: 3 clusters Score -1.791556e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -17915546.000000 Penalty: 3892.702393
	Iteration 94Q: 3 clusters Score -1.791555e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -17915504.000000 Penalty: 3892.702393
	Iteration 95Q: 3 clusters Score -1.79155e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -17915468.000000 Penalty: 3892.702393
	Iteration 96Q: 3 clusters Score -1.791547e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -17915452.000000 Penalty: 3892.702393
	Iteration 97Q: 3 clusters Score -1.791545e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -17915448.000000 Penalty: 3892.702393
	Iteration 98Q: 3 clusters Score -1.791545e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -17915414.000000 Penalty: 3892.702393
	Iteration 99Q: 3 clusters Score -1.791541e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -17915384.000000 Penalty: 3892.702393
	Iteration 100F: 3 clusters Score -1.791538e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -17915364.000000 Penalty: 3892.702393
	Iteration 101Q: 3 clusters Score -1.791536e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -17915308.000000 Penalty: 3892.702393
	Iteration 102Q: 3 clusters Score -1.791531e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -17915296.000000 Penalty: 3892.702393
	Iteration 103Q: 3 clusters Score -1.79153e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -17915276.000000 Penalty: 3892.702393
	Iteration 104Q: 3 clusters Score -1.791528e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -17915220.000000 Penalty: 3892.702393
	Iteration 105Q: 3 clusters Score -1.791522e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -17915188.000000 Penalty: 3892.702393
	Iteration 106Q: 3 clusters Score -1.791519e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -17915178.000000 Penalty: 3892.702393
	Iteration 107Q: 3 clusters Score -1.791518e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -17915144.000000 Penalty: 3892.702393
	Iteration 108Q: 3 clusters Score -1.791514e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -17915118.000000 Penalty: 3892.702393
	Iteration 109Q: 3 clusters Score -1.791512e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 153128 members 
Entering Unmasked Estep 
Score: -17915080.000000 Penalty: 3892.702393
	Iteration 110Q: 3 clusters Score -1.791508e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -17915048.000000 Penalty: 3892.702393
	Iteration 111Q: 3 clusters Score -1.791505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -17915050.000000 Penalty: 3892.702393
	Iteration 112Q: 3 clusters Score -1.791505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -17915038.000000 Penalty: 3892.702393
	Iteration 113Q: 3 clusters Score -1.791504e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -17914988.000000 Penalty: 3892.702393
	Iteration 114Q: 3 clusters Score -1.791499e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -17914982.000000 Penalty: 3892.702393
	Iteration 115Q: 3 clusters Score -1.791498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -17914982.000000 Penalty: 3892.702393
	Iteration 116Q: 3 clusters Score -1.791498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -17914978.000000 Penalty: 3892.702393
	Iteration 117Q: 3 clusters Score -1.791498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -17914990.000000 Penalty: 3892.702393
	Iteration 118Q: 3 clusters Score -1.791499e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -17914988.000000 Penalty: 3892.702393
	Iteration 119Q: 3 clusters Score -1.791499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 153764 members 
Entering Unmasked Estep 
Score: -17914962.000000 Penalty: 3892.702393
	Iteration 120F: 3 clusters Score -1.791496e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -17914942.000000 Penalty: 3892.702393
	Iteration 121Q: 3 clusters Score -1.791494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -17914898.000000 Penalty: 3892.702393
	Iteration 122Q: 3 clusters Score -1.79149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 153898 members 
Entering Unmasked Estep 
Score: -17914876.000000 Penalty: 3892.702393
	Iteration 123Q: 3 clusters Score -1.791488e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 153950 members 
Entering Unmasked Estep 
Score: -17914892.000000 Penalty: 3892.702393
	Iteration 124Q: 3 clusters Score -1.791489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -17914898.000000 Penalty: 3892.702393
	Iteration 125Q: 3 clusters Score -1.79149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -17914882.000000 Penalty: 3892.702393
	Iteration 126Q: 3 clusters Score -1.791488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -17914872.000000 Penalty: 3892.702393
	Iteration 127Q: 3 clusters Score -1.791487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -17914858.000000 Penalty: 3892.702393
	Iteration 128Q: 3 clusters Score -1.791486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -17914844.000000 Penalty: 3892.702393
	Iteration 129Q: 3 clusters Score -1.791484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -17914846.000000 Penalty: 3892.702393
	Iteration 130Q: 3 clusters Score -1.791485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 154181 members 
Entering Unmasked Estep 
Score: -17914828.000000 Penalty: 3892.702393
	Iteration 131Q: 3 clusters Score -1.791483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -17914840.000000 Penalty: 3892.702393
	Iteration 132Q: 3 clusters Score -1.791484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -17914828.000000 Penalty: 3892.702393
	Iteration 133Q: 3 clusters Score -1.791483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -17914832.000000 Penalty: 3892.702393
	Iteration 134Q: 3 clusters Score -1.791483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 154276 members 
Entering Unmasked Estep 
Score: -17914836.000000 Penalty: 3892.702393
	Iteration 135Q: 3 clusters Score -1.791484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -17914848.000000 Penalty: 3892.702393
	Iteration 136Q: 3 clusters Score -1.791485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -17914842.000000 Penalty: 3892.702393
	Iteration 137Q: 3 clusters Score -1.791484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -17914830.000000 Penalty: 3892.702393
	Iteration 138Q: 3 clusters Score -1.791483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -17914818.000000 Penalty: 3892.702393
	Iteration 139Q: 3 clusters Score -1.791482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -17914822.000000 Penalty: 3892.702393
	Iteration 140F: 3 clusters Score -1.791482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 154424 members 
Entering Unmasked Estep 
Score: -17914800.000000 Penalty: 3892.702393
	Iteration 141Q: 3 clusters Score -1.79148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -17914798.000000 Penalty: 3892.702393
	Iteration 142Q: 3 clusters Score -1.79148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -17914808.000000 Penalty: 3892.702393
	Iteration 143Q: 3 clusters Score -1.791481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -17914818.000000 Penalty: 3892.702393
	Iteration 144Q: 3 clusters Score -1.791482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -17914818.000000 Penalty: 3892.702393
	Iteration 145Q: 3 clusters Score -1.791482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 154519 members 
Entering Unmasked Estep 
Score: -17914826.000000 Penalty: 3892.702393
	Iteration 146Q: 3 clusters Score -1.791483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -17914812.000000 Penalty: 3892.702393
	Iteration 147Q: 3 clusters Score -1.791481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -17914826.000000 Penalty: 3892.702393
	Iteration 148Q: 3 clusters Score -1.791483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -17914802.000000 Penalty: 3892.702393
	Iteration 149Q: 3 clusters Score -1.79148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -17914804.000000 Penalty: 3892.702393
	Iteration 150Q: 3 clusters Score -1.79148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -17914792.000000 Penalty: 3892.702393
	Iteration 151Q: 3 clusters Score -1.791479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -17914778.000000 Penalty: 3892.702393
	Iteration 152Q: 3 clusters Score -1.791478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -17914776.000000 Penalty: 3892.702393
	Iteration 153Q: 3 clusters Score -1.791478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -17914784.000000 Penalty: 3892.702393
	Iteration 154Q: 3 clusters Score -1.791478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
Score: -17914794.000000 Penalty: 3892.702393
	Iteration 155Q: 3 clusters Score -1.791479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -17914796.000000 Penalty: 3892.702393
	Iteration 156Q: 3 clusters Score -1.79148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -17914794.000000 Penalty: 3892.702393
	Iteration 157Q: 3 clusters Score -1.791479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -17914792.000000 Penalty: 3892.702393
	Iteration 158Q: 3 clusters Score -1.791479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -17914762.000000 Penalty: 3892.702393
	Iteration 159Q: 3 clusters Score -1.791476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -17914756.000000 Penalty: 3892.702393
	Iteration 160F: 3 clusters Score -1.791476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -17914766.000000 Penalty: 3892.702393
	Iteration 161Q: 3 clusters Score -1.791477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -17914754.000000 Penalty: 3892.702393
	Iteration 162Q: 3 clusters Score -1.791475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -17914758.000000 Penalty: 3892.702393
	Iteration 163Q: 3 clusters Score -1.791476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -17914750.000000 Penalty: 3892.702393
	Iteration 164Q: 3 clusters Score -1.791475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -17914750.000000 Penalty: 3892.702393
	Iteration 165F: 3 clusters Score -1.791475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 154816 members 
Mstep: Class 3 contains 87381 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 8 contains 69533 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 199586 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 26558 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 20001 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
Score: -64701920.000000 Penalty: 28054.662109
Splitting cluster 4 changes total score from -64701812.000000 to -64701920.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (69533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Entering Unmasked Estep 
Score: -7908675.000000 Penalty: 1811.802979
	Iteration 0F: 2 clusters Score -7908675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -7862130.500000 Penalty: 3623.605957
	Iteration 0F: 3 clusters Score -7862130 nChanged 32916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7881506.500000 Penalty: 3623.605957
	Iteration 1F: 3 clusters Score -7881506 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -7882225.000000 Penalty: 3623.605957
	Iteration 2Q: 3 clusters Score -7882225 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -7882987.500000 Penalty: 3623.605957
	Iteration 3Q: 3 clusters Score -7882988 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -7883774.000000 Penalty: 3623.605957
	Iteration 4Q: 3 clusters Score -7883774 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -7884775.000000 Penalty: 3623.605957
	Iteration 5Q: 3 clusters Score -7884775 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7886023.500000 Penalty: 3623.605957
	Iteration 6Q: 3 clusters Score -7886024 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -7887485.500000 Penalty: 3623.605957
	Iteration 7Q: 3 clusters Score -7887486 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7889318.000000 Penalty: 3623.605957
	Iteration 8F: 3 clusters Score -7889318 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7891663.500000 Penalty: 3623.605957
	Iteration 9F: 3 clusters Score -7891664 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -7894689.000000 Penalty: 3623.605957
	Iteration 10F: 3 clusters Score -7894689 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -7898032.000000 Penalty: 3623.605957
	Iteration 11F: 3 clusters Score -7898032 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7901290.500000 Penalty: 3623.605957
	Iteration 12F: 3 clusters Score -7901290 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7903800.500000 Penalty: 3623.605957
	Iteration 13Q: 3 clusters Score -7903800 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7905349.000000 Penalty: 3623.605957
	Iteration 14Q: 3 clusters Score -7905349 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7906279.000000 Penalty: 3623.605957
	Iteration 15Q: 3 clusters Score -7906279 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7906691.500000 Penalty: 3623.605957
	Iteration 16Q: 3 clusters Score -7906692 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7906898.000000 Penalty: 3623.605957
	Iteration 17Q: 3 clusters Score -7906898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7906969.000000 Penalty: 3623.605957
	Iteration 18Q: 3 clusters Score -7906969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7907001.000000 Penalty: 3623.605957
	Iteration 19Q: 3 clusters Score -7907001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7907026.500000 Penalty: 3623.605957
	Iteration 20F: 3 clusters Score -7907026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7907037.000000 Penalty: 3623.605957
	Iteration 21Q: 3 clusters Score -7907037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7907056.500000 Penalty: 3623.605957
	Iteration 22Q: 3 clusters Score -7907056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7907060.000000 Penalty: 3623.605957
	Iteration 23Q: 3 clusters Score -7907060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7907063.500000 Penalty: 3623.605957
	Iteration 24Q: 3 clusters Score -7907064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7907065.000000 Penalty: 3623.605957
	Iteration 25Q: 3 clusters Score -7907065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7907066.500000 Penalty: 3623.605957
	Iteration 26Q: 3 clusters Score -7907066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7907075.500000 Penalty: 3623.605957
	Iteration 27Q: 3 clusters Score -7907076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7907075.500000 Penalty: 3623.605957
	Iteration 28Q: 3 clusters Score -7907076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7907079.500000 Penalty: 3623.605957
	Iteration 29Q: 3 clusters Score -7907080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7907079.500000 Penalty: 3623.605957
	Iteration 30F: 3 clusters Score -7907080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -480749.375000 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -480749.4 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 2167 members 
Entering Unmasked Estep 
Score: -477227.843750 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -477227.8 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -478106.218750 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -478106.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -478233.687500 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -478233.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -478319.937500 Penalty: 2719.372559
	Iteration 3Q: 3 clusters Score -478319.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -478395.625000 Penalty: 2719.372559
	Iteration 4Q: 3 clusters Score -478395.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -478462.906250 Penalty: 2719.372559
	Iteration 5Q: 3 clusters Score -478462.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -478511.531250 Penalty: 2719.372559
	Iteration 6Q: 3 clusters Score -478511.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -478540.937500 Penalty: 2719.372559
	Iteration 7Q: 3 clusters Score -478540.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -478565.531250 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -478565.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -478583.656250 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -478583.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -478601.250000 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -478601.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -478615.812500 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -478615.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -478625.562500 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -478625.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -478637.531250 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -478637.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -478646.593750 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -478646.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -478661.468750 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -478661.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -478675.750000 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -478675.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -478690.187500 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -478690.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -478706.937500 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -478706.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -478726.593750 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -478726.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -478743.843750 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -478743.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -478763.156250 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -478763.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -478780.281250 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -478780.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478795.656250 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -478795.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -478811.781250 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -478811.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -478831.375000 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -478831.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -478857.031250 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -478857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -478887.812500 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -478887.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -478913.562500 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -478913.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -478936.625000 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -478936.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -478961.000000 Penalty: 2719.372559
	Iteration 30Q: 3 clusters Score -478961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -478989.656250 Penalty: 2719.372559
	Iteration 31Q: 3 clusters Score -478989.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -479021.187500 Penalty: 2719.372559
	Iteration 32Q: 3 clusters Score -479021.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -479043.656250 Penalty: 2719.372559
	Iteration 33Q: 3 clusters Score -479043.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -479056.937500 Penalty: 2719.372559
	Iteration 34Q: 3 clusters Score -479056.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -479072.625000 Penalty: 2719.372559
	Iteration 35Q: 3 clusters Score -479072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -479085.687500 Penalty: 2719.372559
	Iteration 36Q: 3 clusters Score -479085.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -479100.093750 Penalty: 2719.372559
	Iteration 37Q: 3 clusters Score -479100.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -479115.437500 Penalty: 2719.372559
	Iteration 38Q: 3 clusters Score -479115.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -479131.843750 Penalty: 2719.372559
	Iteration 39Q: 3 clusters Score -479131.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -479157.531250 Penalty: 2719.372559
	Iteration 40F: 3 clusters Score -479157.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -479184.750000 Penalty: 2719.372559
	Iteration 41Q: 3 clusters Score -479184.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -479215.843750 Penalty: 2719.372559
	Iteration 42Q: 3 clusters Score -479215.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -479247.593750 Penalty: 2719.372559
	Iteration 43Q: 3 clusters Score -479247.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479271.468750 Penalty: 2719.372559
	Iteration 44Q: 3 clusters Score -479271.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -479291.125000 Penalty: 2719.372559
	Iteration 45Q: 3 clusters Score -479291.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -479306.000000 Penalty: 2719.372559
	Iteration 46Q: 3 clusters Score -479306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -479326.718750 Penalty: 2719.372559
	Iteration 47Q: 3 clusters Score -479326.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -479348.343750 Penalty: 2719.372559
	Iteration 48Q: 3 clusters Score -479348.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -479359.250000 Penalty: 2719.372559
	Iteration 49Q: 3 clusters Score -479359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -479366.187500 Penalty: 2719.372559
	Iteration 50Q: 3 clusters Score -479366.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -479372.312500 Penalty: 2719.372559
	Iteration 51Q: 3 clusters Score -479372.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -479380.531250 Penalty: 2719.372559
	Iteration 52Q: 3 clusters Score -479380.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -479386.531250 Penalty: 2719.372559
	Iteration 53Q: 3 clusters Score -479386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -479390.781250 Penalty: 2719.372559
	Iteration 54Q: 3 clusters Score -479390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -479395.031250 Penalty: 2719.372559
	Iteration 55Q: 3 clusters Score -479395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -479400.531250 Penalty: 2719.372559
	Iteration 56Q: 3 clusters Score -479400.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -479405.875000 Penalty: 2719.372559
	Iteration 57Q: 3 clusters Score -479405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -479412.031250 Penalty: 2719.372559
	Iteration 58Q: 3 clusters Score -479412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -479417.218750 Penalty: 2719.372559
	Iteration 59Q: 3 clusters Score -479417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -479422.437500 Penalty: 2719.372559
	Iteration 60F: 3 clusters Score -479422.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -479427.031250 Penalty: 2719.372559
	Iteration 61Q: 3 clusters Score -479427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -479431.468750 Penalty: 2719.372559
	Iteration 62Q: 3 clusters Score -479431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -479435.687500 Penalty: 2719.372559
	Iteration 63Q: 3 clusters Score -479435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -479437.937500 Penalty: 2719.372559
	Iteration 64Q: 3 clusters Score -479437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -479439.843750 Penalty: 2719.372559
	Iteration 65Q: 3 clusters Score -479439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -479439.406250 Penalty: 2719.372559
	Iteration 66Q: 3 clusters Score -479439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -479441.000000 Penalty: 2719.372559
	Iteration 67Q: 3 clusters Score -479441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -479442.968750 Penalty: 2719.372559
	Iteration 68Q: 3 clusters Score -479443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -479443.375000 Penalty: 2719.372559
	Iteration 69Q: 3 clusters Score -479443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -479445.312500 Penalty: 2719.372559
	Iteration 70Q: 3 clusters Score -479445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -479446.218750 Penalty: 2719.372559
	Iteration 71Q: 3 clusters Score -479446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -479447.281250 Penalty: 2719.372559
	Iteration 72Q: 3 clusters Score -479447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -479448.781250 Penalty: 2719.372559
	Iteration 73Q: 3 clusters Score -479448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -479450.593750 Penalty: 2719.372559
	Iteration 74Q: 3 clusters Score -479450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -479452.031250 Penalty: 2719.372559
	Iteration 75Q: 3 clusters Score -479452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -479452.281250 Penalty: 2719.372559
	Iteration 76Q: 3 clusters Score -479452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -479452.687500 Penalty: 2719.372559
	Iteration 77Q: 3 clusters Score -479452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -479453.406250 Penalty: 2719.372559
	Iteration 78Q: 3 clusters Score -479453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -479454.500000 Penalty: 2719.372559
	Iteration 79Q: 3 clusters Score -479454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -479454.500000 Penalty: 2719.372559
	Iteration 80F: 3 clusters Score -479454.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -150576.609375 Penalty: 1178.918823
	Iteration 0F: 2 clusters Score -150576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148841.406250 Penalty: 2357.837646
	Iteration 0F: 3 clusters Score -148841.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -149143.140625 Penalty: 2357.837646
	Iteration 1F: 3 clusters Score -149143.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -149224.984375 Penalty: 2357.837646
	Iteration 2F: 3 clusters Score -149225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -149287.406250 Penalty: 2357.837646
	Iteration 3Q: 3 clusters Score -149287.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -149325.046875 Penalty: 2357.837646
	Iteration 4Q: 3 clusters Score -149325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -149349.156250 Penalty: 2357.837646
	Iteration 5Q: 3 clusters Score -149349.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -149366.109375 Penalty: 2357.837646
	Iteration 6Q: 3 clusters Score -149366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149381.812500 Penalty: 2357.837646
	Iteration 7Q: 3 clusters Score -149381.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149398.140625 Penalty: 2357.837646
	Iteration 8Q: 3 clusters Score -149398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -149412.015625 Penalty: 2357.837646
	Iteration 9Q: 3 clusters Score -149412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -149422.687500 Penalty: 2357.837646
	Iteration 10Q: 3 clusters Score -149422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -149432.640625 Penalty: 2357.837646
	Iteration 11Q: 3 clusters Score -149432.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149442.265625 Penalty: 2357.837646
	Iteration 12Q: 3 clusters Score -149442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -149447.609375 Penalty: 2357.837646
	Iteration 13Q: 3 clusters Score -149447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -149451.343750 Penalty: 2357.837646
	Iteration 14Q: 3 clusters Score -149451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -149454.187500 Penalty: 2357.837646
	Iteration 15Q: 3 clusters Score -149454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -149458.781250 Penalty: 2357.837646
	Iteration 16Q: 3 clusters Score -149458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -149460.531250 Penalty: 2357.837646
	Iteration 17Q: 3 clusters Score -149460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -149461.187500 Penalty: 2357.837646
	Iteration 18Q: 3 clusters Score -149461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -149461.187500 Penalty: 2357.837646
	Iteration 19F: 3 clusters Score -149461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (199586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199586 members 
Entering Unmasked Estep 
Score: -22369720.000000 Penalty: 1983.150024
	Iteration 0F: 2 clusters Score -2.236972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100308 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -22266450.000000 Penalty: 3966.300049
	Iteration 0F: 3 clusters Score -2.226645e+07 nChanged 96821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -22326162.000000 Penalty: 3966.300049
	Iteration 1F: 3 clusters Score -2.232616e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -22330022.000000 Penalty: 3966.300049
	Iteration 2Q: 3 clusters Score -2.233002e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -22336902.000000 Penalty: 3966.300049
	Iteration 3F: 3 clusters Score -2.23369e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -22347174.000000 Penalty: 3966.300049
	Iteration 4F: 3 clusters Score -2.234717e+07 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146095 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -22359246.000000 Penalty: 3966.300049
	Iteration 5F: 3 clusters Score -2.235925e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -22367970.000000 Penalty: 3966.300049
	Iteration 6F: 3 clusters Score -2.236797e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -22372024.000000 Penalty: 3966.300049
	Iteration 7Q: 3 clusters Score -2.237202e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -22373272.000000 Penalty: 3966.300049
	Iteration 8Q: 3 clusters Score -2.237327e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -22373784.000000 Penalty: 3966.300049
	Iteration 9Q: 3 clusters Score -2.237378e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -22374248.000000 Penalty: 3966.300049
	Iteration 10Q: 3 clusters Score -2.237425e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -22374788.000000 Penalty: 3966.300049
	Iteration 11Q: 3 clusters Score -2.237479e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -22375220.000000 Penalty: 3966.300049
	Iteration 12Q: 3 clusters Score -2.237522e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -22375624.000000 Penalty: 3966.300049
	Iteration 13Q: 3 clusters Score -2.237562e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144350 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -22376098.000000 Penalty: 3966.300049
	Iteration 14Q: 3 clusters Score -2.23761e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -22376234.000000 Penalty: 3966.300049
	Iteration 15Q: 3 clusters Score -2.237623e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -22376278.000000 Penalty: 3966.300049
	Iteration 16Q: 3 clusters Score -2.237628e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -22376128.000000 Penalty: 3966.300049
	Iteration 17Q: 3 clusters Score -2.237613e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -22376612.000000 Penalty: 3966.300049
	Iteration 18Q: 3 clusters Score -2.237661e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132791 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -22376896.000000 Penalty: 3966.300049
	Iteration 19Q: 3 clusters Score -2.23769e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -22377418.000000 Penalty: 3966.300049
	Iteration 20F: 3 clusters Score -2.237742e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -22377914.000000 Penalty: 3966.300049
	Iteration 21Q: 3 clusters Score -2.237791e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124471 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -22378120.000000 Penalty: 3966.300049
	Iteration 22Q: 3 clusters Score -2.237812e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -22378246.000000 Penalty: 3966.300049
	Iteration 23Q: 3 clusters Score -2.237825e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119158 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -22378406.000000 Penalty: 3966.300049
	Iteration 24Q: 3 clusters Score -2.237841e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -22378614.000000 Penalty: 3966.300049
	Iteration 25Q: 3 clusters Score -2.237861e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -22378834.000000 Penalty: 3966.300049
	Iteration 26Q: 3 clusters Score -2.237883e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111287 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -22379046.000000 Penalty: 3966.300049
	Iteration 27Q: 3 clusters Score -2.237905e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -22379176.000000 Penalty: 3966.300049
	Iteration 28Q: 3 clusters Score -2.237918e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -22379212.000000 Penalty: 3966.300049
	Iteration 29Q: 3 clusters Score -2.237921e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -22379412.000000 Penalty: 3966.300049
	Iteration 30Q: 3 clusters Score -2.237941e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -22379632.000000 Penalty: 3966.300049
	Iteration 31Q: 3 clusters Score -2.237963e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -22379802.000000 Penalty: 3966.300049
	Iteration 32Q: 3 clusters Score -2.23798e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -22379896.000000 Penalty: 3966.300049
	Iteration 33Q: 3 clusters Score -2.23799e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -22379746.000000 Penalty: 3966.300049
	Iteration 34Q: 3 clusters Score -2.237975e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -22379760.000000 Penalty: 3966.300049
	Iteration 35Q: 3 clusters Score -2.237976e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -22379752.000000 Penalty: 3966.300049
	Iteration 36Q: 3 clusters Score -2.237975e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -22379646.000000 Penalty: 3966.300049
	Iteration 37Q: 3 clusters Score -2.237965e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -22379388.000000 Penalty: 3966.300049
	Iteration 38Q: 3 clusters Score -2.237939e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -22379230.000000 Penalty: 3966.300049
	Iteration 39Q: 3 clusters Score -2.237923e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -22379144.000000 Penalty: 3966.300049
	Iteration 40F: 3 clusters Score -2.237914e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -22378904.000000 Penalty: 3966.300049
	Iteration 41Q: 3 clusters Score -2.23789e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -22378766.000000 Penalty: 3966.300049
	Iteration 42Q: 3 clusters Score -2.237877e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -22378552.000000 Penalty: 3966.300049
	Iteration 43Q: 3 clusters Score -2.237855e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 118926 members 
Entering Unmasked Estep 
Score: -22378396.000000 Penalty: 3966.300049
	Iteration 44Q: 3 clusters Score -2.23784e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -22378310.000000 Penalty: 3966.300049
	Iteration 45Q: 3 clusters Score -2.237831e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -22378198.000000 Penalty: 3966.300049
	Iteration 46Q: 3 clusters Score -2.23782e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -22377972.000000 Penalty: 3966.300049
	Iteration 47Q: 3 clusters Score -2.237797e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -22377910.000000 Penalty: 3966.300049
	Iteration 48Q: 3 clusters Score -2.237791e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -22377596.000000 Penalty: 3966.300049
	Iteration 49Q: 3 clusters Score -2.23776e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 125762 members 
Entering Unmasked Estep 
Score: -22377490.000000 Penalty: 3966.300049
	Iteration 50Q: 3 clusters Score -2.237749e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -22377316.000000 Penalty: 3966.300049
	Iteration 51Q: 3 clusters Score -2.237732e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -22377166.000000 Penalty: 3966.300049
	Iteration 52Q: 3 clusters Score -2.237717e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -22376890.000000 Penalty: 3966.300049
	Iteration 53Q: 3 clusters Score -2.237689e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 129557 members 
Entering Unmasked Estep 
Score: -22376720.000000 Penalty: 3966.300049
	Iteration 54Q: 3 clusters Score -2.237672e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -22376506.000000 Penalty: 3966.300049
	Iteration 55Q: 3 clusters Score -2.237651e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 131410 members 
Entering Unmasked Estep 
Score: -22376350.000000 Penalty: 3966.300049
	Iteration 56Q: 3 clusters Score -2.237635e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -22376116.000000 Penalty: 3966.300049
	Iteration 57Q: 3 clusters Score -2.237612e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -22376000.000000 Penalty: 3966.300049
	Iteration 58Q: 3 clusters Score -2.2376e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -22375836.000000 Penalty: 3966.300049
	Iteration 59Q: 3 clusters Score -2.237584e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 135926 members 
Entering Unmasked Estep 
Score: -22375720.000000 Penalty: 3966.300049
	Iteration 60F: 3 clusters Score -2.237572e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -22375600.000000 Penalty: 3966.300049
	Iteration 61Q: 3 clusters Score -2.23756e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -22375384.000000 Penalty: 3966.300049
	Iteration 62Q: 3 clusters Score -2.237538e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -22375262.000000 Penalty: 3966.300049
	Iteration 63Q: 3 clusters Score -2.237526e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -22374994.000000 Penalty: 3966.300049
	Iteration 64Q: 3 clusters Score -2.237499e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -22374808.000000 Penalty: 3966.300049
	Iteration 65Q: 3 clusters Score -2.237481e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -22374686.000000 Penalty: 3966.300049
	Iteration 66Q: 3 clusters Score -2.237469e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -22374556.000000 Penalty: 3966.300049
	Iteration 67Q: 3 clusters Score -2.237456e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -22374324.000000 Penalty: 3966.300049
	Iteration 68Q: 3 clusters Score -2.237432e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -22374196.000000 Penalty: 3966.300049
	Iteration 69Q: 3 clusters Score -2.23742e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 146780 members 
Entering Unmasked Estep 
Score: -22374050.000000 Penalty: 3966.300049
	Iteration 70Q: 3 clusters Score -2.237405e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -22373938.000000 Penalty: 3966.300049
	Iteration 71Q: 3 clusters Score -2.237394e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -22373766.000000 Penalty: 3966.300049
	Iteration 72Q: 3 clusters Score -2.237377e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 148587 members 
Entering Unmasked Estep 
Score: -22373672.000000 Penalty: 3966.300049
	Iteration 73Q: 3 clusters Score -2.237367e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -22373510.000000 Penalty: 3966.300049
	Iteration 74Q: 3 clusters Score -2.237351e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -22373386.000000 Penalty: 3966.300049
	Iteration 75Q: 3 clusters Score -2.237339e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -22373256.000000 Penalty: 3966.300049
	Iteration 76Q: 3 clusters Score -2.237326e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -22373132.000000 Penalty: 3966.300049
	Iteration 77Q: 3 clusters Score -2.237313e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -22373018.000000 Penalty: 3966.300049
	Iteration 78Q: 3 clusters Score -2.237302e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -22372948.000000 Penalty: 3966.300049
	Iteration 79Q: 3 clusters Score -2.237295e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -22372838.000000 Penalty: 3966.300049
	Iteration 80F: 3 clusters Score -2.237284e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -22372698.000000 Penalty: 3966.300049
	Iteration 81Q: 3 clusters Score -2.23727e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 150630 members 
Entering Unmasked Estep 
Score: -22372664.000000 Penalty: 3966.300049
	Iteration 82Q: 3 clusters Score -2.237266e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 150667 members 
Entering Unmasked Estep 
Score: -22372604.000000 Penalty: 3966.300049
	Iteration 83Q: 3 clusters Score -2.23726e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 150686 members 
Entering Unmasked Estep 
Score: -22372548.000000 Penalty: 3966.300049
	Iteration 84Q: 3 clusters Score -2.237255e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -22372538.000000 Penalty: 3966.300049
	Iteration 85Q: 3 clusters Score -2.237254e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -22372570.000000 Penalty: 3966.300049
	Iteration 86Q: 3 clusters Score -2.237257e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -22372508.000000 Penalty: 3966.300049
	Iteration 87Q: 3 clusters Score -2.237251e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 150577 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 88Q: 3 clusters Score -2.237246e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 150545 members 
Entering Unmasked Estep 
Score: -22372416.000000 Penalty: 3966.300049
	Iteration 89Q: 3 clusters Score -2.237242e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -22372428.000000 Penalty: 3966.300049
	Iteration 90Q: 3 clusters Score -2.237243e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -22372398.000000 Penalty: 3966.300049
	Iteration 91Q: 3 clusters Score -2.23724e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -22372344.000000 Penalty: 3966.300049
	Iteration 92Q: 3 clusters Score -2.237234e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -22372326.000000 Penalty: 3966.300049
	Iteration 93Q: 3 clusters Score -2.237233e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -22372320.000000 Penalty: 3966.300049
	Iteration 94Q: 3 clusters Score -2.237232e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -22372356.000000 Penalty: 3966.300049
	Iteration 95Q: 3 clusters Score -2.237236e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -22372340.000000 Penalty: 3966.300049
	Iteration 96Q: 3 clusters Score -2.237234e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -22372352.000000 Penalty: 3966.300049
	Iteration 97Q: 3 clusters Score -2.237235e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -22372328.000000 Penalty: 3966.300049
	Iteration 98Q: 3 clusters Score -2.237233e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 149364 members 
Entering Unmasked Estep 
Score: -22372318.000000 Penalty: 3966.300049
	Iteration 99Q: 3 clusters Score -2.237232e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -22372346.000000 Penalty: 3966.300049
	Iteration 100F: 3 clusters Score -2.237235e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -22372350.000000 Penalty: 3966.300049
	Iteration 101Q: 3 clusters Score -2.237235e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -22372398.000000 Penalty: 3966.300049
	Iteration 102Q: 3 clusters Score -2.23724e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 148986 members 
Entering Unmasked Estep 
Score: -22372412.000000 Penalty: 3966.300049
	Iteration 103Q: 3 clusters Score -2.237241e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -22372412.000000 Penalty: 3966.300049
	Iteration 104Q: 3 clusters Score -2.237241e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -22372438.000000 Penalty: 3966.300049
	Iteration 105Q: 3 clusters Score -2.237244e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 148773 members 
Entering Unmasked Estep 
Score: -22372432.000000 Penalty: 3966.300049
	Iteration 106Q: 3 clusters Score -2.237243e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 148697 members 
Entering Unmasked Estep 
Score: -22372460.000000 Penalty: 3966.300049
	Iteration 107Q: 3 clusters Score -2.237246e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 108Q: 3 clusters Score -2.237244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 109Q: 3 clusters Score -2.237244e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 110Q: 3 clusters Score -2.237244e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -22372426.000000 Penalty: 3966.300049
	Iteration 111Q: 3 clusters Score -2.237243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -22372426.000000 Penalty: 3966.300049
	Iteration 112Q: 3 clusters Score -2.237243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -22372426.000000 Penalty: 3966.300049
	Iteration 113Q: 3 clusters Score -2.237243e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -22372434.000000 Penalty: 3966.300049
	Iteration 114Q: 3 clusters Score -2.237243e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 115Q: 3 clusters Score -2.237244e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 116Q: 3 clusters Score -2.237245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 117Q: 3 clusters Score -2.237246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -22372480.000000 Penalty: 3966.300049
	Iteration 118Q: 3 clusters Score -2.237248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -22372470.000000 Penalty: 3966.300049
	Iteration 119Q: 3 clusters Score -2.237247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -22372488.000000 Penalty: 3966.300049
	Iteration 120F: 3 clusters Score -2.237249e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -22372490.000000 Penalty: 3966.300049
	Iteration 121Q: 3 clusters Score -2.237249e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -22372488.000000 Penalty: 3966.300049
	Iteration 122Q: 3 clusters Score -2.237249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 147981 members 
Entering Unmasked Estep 
Score: -22372494.000000 Penalty: 3966.300049
	Iteration 123Q: 3 clusters Score -2.237249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -22372488.000000 Penalty: 3966.300049
	Iteration 124Q: 3 clusters Score -2.237249e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -22372496.000000 Penalty: 3966.300049
	Iteration 125Q: 3 clusters Score -2.23725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -22372502.000000 Penalty: 3966.300049
	Iteration 126Q: 3 clusters Score -2.23725e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -22372496.000000 Penalty: 3966.300049
	Iteration 127Q: 3 clusters Score -2.23725e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -22372484.000000 Penalty: 3966.300049
	Iteration 128Q: 3 clusters Score -2.237248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -22372466.000000 Penalty: 3966.300049
	Iteration 129Q: 3 clusters Score -2.237247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -22372466.000000 Penalty: 3966.300049
	Iteration 130Q: 3 clusters Score -2.237247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -22372460.000000 Penalty: 3966.300049
	Iteration 131Q: 3 clusters Score -2.237246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -22372464.000000 Penalty: 3966.300049
	Iteration 132Q: 3 clusters Score -2.237246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 133Q: 3 clusters Score -2.237246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -22372472.000000 Penalty: 3966.300049
	Iteration 134Q: 3 clusters Score -2.237247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -22372482.000000 Penalty: 3966.300049
	Iteration 135Q: 3 clusters Score -2.237248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -22372460.000000 Penalty: 3966.300049
	Iteration 136Q: 3 clusters Score -2.237246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -22372472.000000 Penalty: 3966.300049
	Iteration 137Q: 3 clusters Score -2.237247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 138Q: 3 clusters Score -2.237245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 139Q: 3 clusters Score -2.237245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 140F: 3 clusters Score -2.237244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 141Q: 3 clusters Score -2.237244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -22372428.000000 Penalty: 3966.300049
	Iteration 142Q: 3 clusters Score -2.237243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 147638 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 143Q: 3 clusters Score -2.237245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 144Q: 3 clusters Score -2.237245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 145Q: 3 clusters Score -2.237244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 146Q: 3 clusters Score -2.237245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -22372428.000000 Penalty: 3966.300049
	Iteration 147Q: 3 clusters Score -2.237243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -22372440.000000 Penalty: 3966.300049
	Iteration 148Q: 3 clusters Score -2.237244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 149Q: 3 clusters Score -2.237244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 147571 members 
Entering Unmasked Estep 
Score: -22372422.000000 Penalty: 3966.300049
	Iteration 150Q: 3 clusters Score -2.237242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 151Q: 3 clusters Score -2.237245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 152Q: 3 clusters Score -2.237245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -22372456.000000 Penalty: 3966.300049
	Iteration 153Q: 3 clusters Score -2.237246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -22372444.000000 Penalty: 3966.300049
	Iteration 154Q: 3 clusters Score -2.237244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 147507 members 
Entering Unmasked Estep 
Score: -22372452.000000 Penalty: 3966.300049
	Iteration 155Q: 3 clusters Score -2.237245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 147499 members 
Entering Unmasked Estep 
Score: -22372454.000000 Penalty: 3966.300049
	Iteration 156Q: 3 clusters Score -2.237245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -22372438.000000 Penalty: 3966.300049
	Iteration 157Q: 3 clusters Score -2.237244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -22372426.000000 Penalty: 3966.300049
	Iteration 158Q: 3 clusters Score -2.237243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 147479 members 
Entering Unmasked Estep 
Score: -22372434.000000 Penalty: 3966.300049
	Iteration 159Q: 3 clusters Score -2.237243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 160F: 3 clusters Score -2.237245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 147469 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 161Q: 3 clusters Score -2.237245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -22372438.000000 Penalty: 3966.300049
	Iteration 162Q: 3 clusters Score -2.237244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 163Q: 3 clusters Score -2.237245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 164Q: 3 clusters Score -2.237244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 165Q: 3 clusters Score -2.237245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 166Q: 3 clusters Score -2.237245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -22372440.000000 Penalty: 3966.300049
	Iteration 167Q: 3 clusters Score -2.237244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -22372458.000000 Penalty: 3966.300049
	Iteration 168Q: 3 clusters Score -2.237246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -22372444.000000 Penalty: 3966.300049
	Iteration 169Q: 3 clusters Score -2.237244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 147327 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 170Q: 3 clusters Score -2.237245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -22372474.000000 Penalty: 3966.300049
	Iteration 171Q: 3 clusters Score -2.237247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 172Q: 3 clusters Score -2.237245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 173Q: 3 clusters Score -2.237245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 174Q: 3 clusters Score -2.237245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 147211 members 
Entering Unmasked Estep 
Score: -22372464.000000 Penalty: 3966.300049
	Iteration 175Q: 3 clusters Score -2.237246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 147197 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 176Q: 3 clusters Score -2.237246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -22372444.000000 Penalty: 3966.300049
	Iteration 177Q: 3 clusters Score -2.237244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -22372456.000000 Penalty: 3966.300049
	Iteration 178Q: 3 clusters Score -2.237246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 179Q: 3 clusters Score -2.237244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -22372430.000000 Penalty: 3966.300049
	Iteration 180F: 3 clusters Score -2.237243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 181Q: 3 clusters Score -2.237244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -22372444.000000 Penalty: 3966.300049
	Iteration 182Q: 3 clusters Score -2.237244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -22372438.000000 Penalty: 3966.300049
	Iteration 183Q: 3 clusters Score -2.237244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -22372428.000000 Penalty: 3966.300049
	Iteration 184Q: 3 clusters Score -2.237243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -22372432.000000 Penalty: 3966.300049
	Iteration 185Q: 3 clusters Score -2.237243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 186Q: 3 clusters Score -2.237245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 187Q: 3 clusters Score -2.237245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -22372436.000000 Penalty: 3966.300049
	Iteration 188Q: 3 clusters Score -2.237244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -22372426.000000 Penalty: 3966.300049
	Iteration 189Q: 3 clusters Score -2.237243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -22372414.000000 Penalty: 3966.300049
	Iteration 190Q: 3 clusters Score -2.237241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -22372408.000000 Penalty: 3966.300049
	Iteration 191Q: 3 clusters Score -2.237241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
Score: -22372406.000000 Penalty: 3966.300049
	Iteration 192Q: 3 clusters Score -2.237241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -22372400.000000 Penalty: 3966.300049
	Iteration 193Q: 3 clusters Score -2.23724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -22372414.000000 Penalty: 3966.300049
	Iteration 194Q: 3 clusters Score -2.237241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 147045 members 
Entering Unmasked Estep 
Score: -22372404.000000 Penalty: 3966.300049
	Iteration 195Q: 3 clusters Score -2.23724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 147039 members 
Entering Unmasked Estep 
Score: -22372414.000000 Penalty: 3966.300049
	Iteration 196Q: 3 clusters Score -2.237241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -22372412.000000 Penalty: 3966.300049
	Iteration 197Q: 3 clusters Score -2.237241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 147037 members 
Entering Unmasked Estep 
Score: -22372406.000000 Penalty: 3966.300049
	Iteration 198Q: 3 clusters Score -2.237241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -22372398.000000 Penalty: 3966.300049
	Iteration 199Q: 3 clusters Score -2.23724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 147041 members 
Entering Unmasked Estep 
Score: -22372412.000000 Penalty: 3966.300049
	Iteration 200F: 3 clusters Score -2.237241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 147043 members 
Entering Unmasked Estep 
Score: -22372414.000000 Penalty: 3966.300049
	Iteration 201Q: 3 clusters Score -2.237241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -22372408.000000 Penalty: 3966.300049
	Iteration 202Q: 3 clusters Score -2.237241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -22372410.000000 Penalty: 3966.300049
	Iteration 203Q: 3 clusters Score -2.237241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -22372384.000000 Penalty: 3966.300049
	Iteration 204Q: 3 clusters Score -2.237238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -22372400.000000 Penalty: 3966.300049
	Iteration 205Q: 3 clusters Score -2.23724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 147021 members 
Entering Unmasked Estep 
Score: -22372424.000000 Penalty: 3966.300049
	Iteration 206Q: 3 clusters Score -2.237242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 147014 members 
Entering Unmasked Estep 
Score: -22372420.000000 Penalty: 3966.300049
	Iteration 207Q: 3 clusters Score -2.237242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 147000 members 
Entering Unmasked Estep 
Score: -22372450.000000 Penalty: 3966.300049
	Iteration 208Q: 3 clusters Score -2.237245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -22372456.000000 Penalty: 3966.300049
	Iteration 209Q: 3 clusters Score -2.237246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 146977 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 210Q: 3 clusters Score -2.237245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 146971 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 3966.300049
	Iteration 211Q: 3 clusters Score -2.237245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 212Q: 3 clusters Score -2.237246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -22372442.000000 Penalty: 3966.300049
	Iteration 213Q: 3 clusters Score -2.237244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 146957 members 
Entering Unmasked Estep 
Score: -22372446.000000 Penalty: 3966.300049
	Iteration 214Q: 3 clusters Score -2.237245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -22372462.000000 Penalty: 3966.300049
	Iteration 215Q: 3 clusters Score -2.237246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -22372460.000000 Penalty: 3966.300049
	Iteration 216Q: 3 clusters Score -2.237246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -22372456.000000 Penalty: 3966.300049
	Iteration 217Q: 3 clusters Score -2.237246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 146951 members 
Entering Unmasked Estep 
Score: -22372456.000000 Penalty: 3966.300049
	Iteration 218Q: 3 clusters Score -2.237246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 146950 members 
Entering Unmasked Estep 
Score: -22372454.000000 Penalty: 3966.300049
	Iteration 219Q: 3 clusters Score -2.237245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 146949 members 
Entering Unmasked Estep 
Score: -22372454.000000 Penalty: 3966.300049
	Iteration 220F: 3 clusters Score -2.237245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 154816 members 
Mstep: Class 3 contains 87381 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 146949 members 
Mstep: Class 8 contains 69533 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 52637 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 26558 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 20001 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
Score: -64704648.000000 Penalty: 30212.712891
Splitting cluster 12 changes total score from -64701812.000000 to -64704648.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -1410673.875000 Penalty: 1540.671265
	Iteration 0F: 2 clusters Score -1410674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1401633.500000 Penalty: 3081.342529
	Iteration 0F: 3 clusters Score -1401634 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1404979.250000 Penalty: 3081.342529
	Iteration 1F: 3 clusters Score -1404979 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1405501.875000 Penalty: 3081.342529
	Iteration 2F: 3 clusters Score -1405502 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1405999.500000 Penalty: 3081.342529
	Iteration 3F: 3 clusters Score -1406000 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1406584.875000 Penalty: 3081.342529
	Iteration 4F: 3 clusters Score -1406585 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1407367.250000 Penalty: 3081.342529
	Iteration 5F: 3 clusters Score -1407367 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1408460.750000 Penalty: 3081.342529
	Iteration 6F: 3 clusters Score -1408461 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1409866.750000 Penalty: 3081.342529
	Iteration 7F: 3 clusters Score -1409867 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1411304.375000 Penalty: 3081.342529
	Iteration 8F: 3 clusters Score -1411304 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1412533.250000 Penalty: 3081.342529
	Iteration 9F: 3 clusters Score -1412533 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1413164.625000 Penalty: 3081.342529
	Iteration 10Q: 3 clusters Score -1413165 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1413337.250000 Penalty: 3081.342529
	Iteration 11Q: 3 clusters Score -1413337 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1413391.875000 Penalty: 3081.342529
	Iteration 12Q: 3 clusters Score -1413392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1413420.625000 Penalty: 3081.342529
	Iteration 13Q: 3 clusters Score -1413421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1413425.875000 Penalty: 3081.342529
	Iteration 14Q: 3 clusters Score -1413426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1413439.250000 Penalty: 3081.342529
	Iteration 15Q: 3 clusters Score -1413439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1413438.500000 Penalty: 3081.342529
	Iteration 16Q: 3 clusters Score -1413438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1413443.125000 Penalty: 3081.342529
	Iteration 17Q: 3 clusters Score -1413443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1413448.375000 Penalty: 3081.342529
	Iteration 18Q: 3 clusters Score -1413448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1413449.125000 Penalty: 3081.342529
	Iteration 19Q: 3 clusters Score -1413449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1413449.000000 Penalty: 3081.342529
	Iteration 20F: 3 clusters Score -1413449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1413450.625000 Penalty: 3081.342529
	Iteration 21Q: 3 clusters Score -1413451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1413450.625000 Penalty: 3081.342529
	Iteration 22F: 3 clusters Score -1413451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 154816 members 
Mstep: Class 3 contains 87381 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 146949 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 8 contains 69533 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 52637 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 26558 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 20001 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
Score: -64706800.000000 Penalty: 32370.763672
Splitting cluster 13 changes total score from -64701812.000000 to -64706800.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (26558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Entering Unmasked Estep 
Score: -2976337.000000 Penalty: 1655.401489
	Iteration 0F: 2 clusters Score -2976337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2958418.250000 Penalty: 3310.802979
	Iteration 0F: 3 clusters Score -2958418 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2964961.500000 Penalty: 3310.802979
	Iteration 1F: 3 clusters Score -2964962 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2965325.000000 Penalty: 3310.802979
	Iteration 2Q: 3 clusters Score -2965325 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2965590.750000 Penalty: 3310.802979
	Iteration 3Q: 3 clusters Score -2965591 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2965844.000000 Penalty: 3310.802979
	Iteration 4Q: 3 clusters Score -2965844 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2966094.750000 Penalty: 3310.802979
	Iteration 5Q: 3 clusters Score -2966095 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2966380.000000 Penalty: 3310.802979
	Iteration 6Q: 3 clusters Score -2966380 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2966744.750000 Penalty: 3310.802979
	Iteration 7Q: 3 clusters Score -2966745 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2967225.750000 Penalty: 3310.802979
	Iteration 8Q: 3 clusters Score -2967226 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2967945.000000 Penalty: 3310.802979
	Iteration 9Q: 3 clusters Score -2967945 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2968853.500000 Penalty: 3310.802979
	Iteration 10F: 3 clusters Score -2968854 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2969602.250000 Penalty: 3310.802979
	Iteration 11Q: 3 clusters Score -2969602 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2970060.500000 Penalty: 3310.802979
	Iteration 12Q: 3 clusters Score -2970060 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2970308.250000 Penalty: 3310.802979
	Iteration 13Q: 3 clusters Score -2970308 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2970465.000000 Penalty: 3310.802979
	Iteration 14Q: 3 clusters Score -2970465 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2970633.250000 Penalty: 3310.802979
	Iteration 15Q: 3 clusters Score -2970633 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2970794.250000 Penalty: 3310.802979
	Iteration 16Q: 3 clusters Score -2970794 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2971030.750000 Penalty: 3310.802979
	Iteration 17Q: 3 clusters Score -2971031 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2971287.500000 Penalty: 3310.802979
	Iteration 18Q: 3 clusters Score -2971288 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2971608.250000 Penalty: 3310.802979
	Iteration 19Q: 3 clusters Score -2971608 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2971981.500000 Penalty: 3310.802979
	Iteration 20F: 3 clusters Score -2971982 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2972400.000000 Penalty: 3310.802979
	Iteration 21Q: 3 clusters Score -2972400 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2972799.250000 Penalty: 3310.802979
	Iteration 22Q: 3 clusters Score -2972799 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2973183.750000 Penalty: 3310.802979
	Iteration 23Q: 3 clusters Score -2973184 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2973568.750000 Penalty: 3310.802979
	Iteration 24Q: 3 clusters Score -2973569 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2973896.250000 Penalty: 3310.802979
	Iteration 25Q: 3 clusters Score -2973896 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2974198.250000 Penalty: 3310.802979
	Iteration 26Q: 3 clusters Score -2974198 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2974464.750000 Penalty: 3310.802979
	Iteration 27Q: 3 clusters Score -2974465 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2974686.750000 Penalty: 3310.802979
	Iteration 28Q: 3 clusters Score -2974687 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2974845.750000 Penalty: 3310.802979
	Iteration 29Q: 3 clusters Score -2974846 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2974968.250000 Penalty: 3310.802979
	Iteration 30Q: 3 clusters Score -2974968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2975048.750000 Penalty: 3310.802979
	Iteration 31Q: 3 clusters Score -2975049 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2975113.750000 Penalty: 3310.802979
	Iteration 32Q: 3 clusters Score -2975114 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2975165.000000 Penalty: 3310.802979
	Iteration 33Q: 3 clusters Score -2975165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2975194.500000 Penalty: 3310.802979
	Iteration 34Q: 3 clusters Score -2975194 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2975220.000000 Penalty: 3310.802979
	Iteration 35Q: 3 clusters Score -2975220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2975232.250000 Penalty: 3310.802979
	Iteration 36Q: 3 clusters Score -2975232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2975250.250000 Penalty: 3310.802979
	Iteration 37Q: 3 clusters Score -2975250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2975253.000000 Penalty: 3310.802979
	Iteration 38Q: 3 clusters Score -2975253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2975260.250000 Penalty: 3310.802979
	Iteration 39Q: 3 clusters Score -2975260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2975297.000000 Penalty: 3310.802979
	Iteration 40F: 3 clusters Score -2975297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2975310.500000 Penalty: 3310.802979
	Iteration 41Q: 3 clusters Score -2975310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2975318.750000 Penalty: 3310.802979
	Iteration 42Q: 3 clusters Score -2975319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2975331.750000 Penalty: 3310.802979
	Iteration 43Q: 3 clusters Score -2975332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2975335.250000 Penalty: 3310.802979
	Iteration 44Q: 3 clusters Score -2975335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2975346.500000 Penalty: 3310.802979
	Iteration 45Q: 3 clusters Score -2975346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2975351.500000 Penalty: 3310.802979
	Iteration 46Q: 3 clusters Score -2975352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2975351.250000 Penalty: 3310.802979
	Iteration 47Q: 3 clusters Score -2975351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2975364.250000 Penalty: 3310.802979
	Iteration 48Q: 3 clusters Score -2975364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2975368.750000 Penalty: 3310.802979
	Iteration 49Q: 3 clusters Score -2975369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2975373.250000 Penalty: 3310.802979
	Iteration 50Q: 3 clusters Score -2975373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2975371.500000 Penalty: 3310.802979
	Iteration 51Q: 3 clusters Score -2975372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2975375.750000 Penalty: 3310.802979
	Iteration 52Q: 3 clusters Score -2975376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2975383.000000 Penalty: 3310.802979
	Iteration 53Q: 3 clusters Score -2975383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2975389.000000 Penalty: 3310.802979
	Iteration 54Q: 3 clusters Score -2975389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2975387.250000 Penalty: 3310.802979
	Iteration 55Q: 3 clusters Score -2975387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2975395.750000 Penalty: 3310.802979
	Iteration 56Q: 3 clusters Score -2975396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2975406.250000 Penalty: 3310.802979
	Iteration 57Q: 3 clusters Score -2975406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2975402.750000 Penalty: 3310.802979
	Iteration 58Q: 3 clusters Score -2975403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2975408.000000 Penalty: 3310.802979
	Iteration 59Q: 3 clusters Score -2975408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2975408.250000 Penalty: 3310.802979
	Iteration 60F: 3 clusters Score -2975408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2975422.000000 Penalty: 3310.802979
	Iteration 61Q: 3 clusters Score -2975422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2975422.500000 Penalty: 3310.802979
	Iteration 62Q: 3 clusters Score -2975422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2975422.500000 Penalty: 3310.802979
	Iteration 63Q: 3 clusters Score -2975422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2975420.000000 Penalty: 3310.802979
	Iteration 64Q: 3 clusters Score -2975420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2975425.250000 Penalty: 3310.802979
	Iteration 65Q: 3 clusters Score -2975425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2975426.500000 Penalty: 3310.802979
	Iteration 66Q: 3 clusters Score -2975426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2975427.500000 Penalty: 3310.802979
	Iteration 67Q: 3 clusters Score -2975428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2975432.000000 Penalty: 3310.802979
	Iteration 68Q: 3 clusters Score -2975432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2975433.250000 Penalty: 3310.802979
	Iteration 69Q: 3 clusters Score -2975433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2975440.750000 Penalty: 3310.802979
	Iteration 70Q: 3 clusters Score -2975441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2975445.250000 Penalty: 3310.802979
	Iteration 71Q: 3 clusters Score -2975445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2975438.250000 Penalty: 3310.802979
	Iteration 72Q: 3 clusters Score -2975438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2975438.000000 Penalty: 3310.802979
	Iteration 73Q: 3 clusters Score -2975438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2975436.750000 Penalty: 3310.802979
	Iteration 74Q: 3 clusters Score -2975437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2975437.000000 Penalty: 3310.802979
	Iteration 75Q: 3 clusters Score -2975437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2975439.250000 Penalty: 3310.802979
	Iteration 76Q: 3 clusters Score -2975439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2975431.250000 Penalty: 3310.802979
	Iteration 77Q: 3 clusters Score -2975431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2975432.750000 Penalty: 3310.802979
	Iteration 78Q: 3 clusters Score -2975433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2975437.000000 Penalty: 3310.802979
	Iteration 79Q: 3 clusters Score -2975437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2975429.750000 Penalty: 3310.802979
	Iteration 80F: 3 clusters Score -2975430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2975427.000000 Penalty: 3310.802979
	Iteration 81Q: 3 clusters Score -2975427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2975428.750000 Penalty: 3310.802979
	Iteration 82Q: 3 clusters Score -2975429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2975422.500000 Penalty: 3310.802979
	Iteration 83Q: 3 clusters Score -2975422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2975424.500000 Penalty: 3310.802979
	Iteration 84Q: 3 clusters Score -2975424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2975423.250000 Penalty: 3310.802979
	Iteration 85Q: 3 clusters Score -2975423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2975423.250000 Penalty: 3310.802979
	Iteration 86F: 3 clusters Score -2975423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -117414.351562 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -117414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115939.406250 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -115939.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116221.343750 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -116221.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116278.953125 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -116279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -116295.851562 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -116295.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116306.570312 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -116306.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116315.585938 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -116315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116321.382812 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -116321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116326.250000 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -116326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116333.351562 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -116333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116340.320312 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -116340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116342.585938 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -116342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116344.828125 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -116344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116345.429688 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -116345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116346.804688 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -116346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116347.179688 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -116347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116347.343750 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -116347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116347.343750 Penalty: 2268.826904
	Iteration 16F: 3 clusters Score -116347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Entering Unmasked Estep 
Score: -2242590.750000 Penalty: 1609.324829
	Iteration 0F: 2 clusters Score -2242591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2228932.000000 Penalty: 3218.649658
	Iteration 0F: 3 clusters Score -2228932 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2233878.250000 Penalty: 3218.649658
	Iteration 1F: 3 clusters Score -2233878 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2234227.500000 Penalty: 3218.649658
	Iteration 2Q: 3 clusters Score -2234228 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2234685.250000 Penalty: 3218.649658
	Iteration 3Q: 3 clusters Score -2234685 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2235359.750000 Penalty: 3218.649658
	Iteration 4F: 3 clusters Score -2235360 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2236335.250000 Penalty: 3218.649658
	Iteration 5F: 3 clusters Score -2236335 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2237584.750000 Penalty: 3218.649658
	Iteration 6F: 3 clusters Score -2237585 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2238817.500000 Penalty: 3218.649658
	Iteration 7F: 3 clusters Score -2238818 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2239809.250000 Penalty: 3218.649658
	Iteration 8F: 3 clusters Score -2239809 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2240485.000000 Penalty: 3218.649658
	Iteration 9Q: 3 clusters Score -2240485 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2240853.750000 Penalty: 3218.649658
	Iteration 10Q: 3 clusters Score -2240854 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2241008.250000 Penalty: 3218.649658
	Iteration 11Q: 3 clusters Score -2241008 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2241098.000000 Penalty: 3218.649658
	Iteration 12Q: 3 clusters Score -2241098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2241152.500000 Penalty: 3218.649658
	Iteration 13Q: 3 clusters Score -2241152 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2241217.000000 Penalty: 3218.649658
	Iteration 14Q: 3 clusters Score -2241217 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2241254.750000 Penalty: 3218.649658
	Iteration 15Q: 3 clusters Score -2241255 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2241273.750000 Penalty: 3218.649658
	Iteration 16Q: 3 clusters Score -2241274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2241291.250000 Penalty: 3218.649658
	Iteration 17Q: 3 clusters Score -2241291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2241303.500000 Penalty: 3218.649658
	Iteration 18Q: 3 clusters Score -2241304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2241316.250000 Penalty: 3218.649658
	Iteration 19Q: 3 clusters Score -2241316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2241322.500000 Penalty: 3218.649658
	Iteration 20F: 3 clusters Score -2241322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2241325.000000 Penalty: 3218.649658
	Iteration 21Q: 3 clusters Score -2241325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2241325.500000 Penalty: 3218.649658
	Iteration 22Q: 3 clusters Score -2241326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2241331.000000 Penalty: 3218.649658
	Iteration 23Q: 3 clusters Score -2241331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2241331.500000 Penalty: 3218.649658
	Iteration 24Q: 3 clusters Score -2241332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2241342.000000 Penalty: 3218.649658
	Iteration 25Q: 3 clusters Score -2241342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2241346.000000 Penalty: 3218.649658
	Iteration 26Q: 3 clusters Score -2241346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2241352.750000 Penalty: 3218.649658
	Iteration 27Q: 3 clusters Score -2241353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2241352.750000 Penalty: 3218.649658
	Iteration 28Q: 3 clusters Score -2241353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2241359.750000 Penalty: 3218.649658
	Iteration 29Q: 3 clusters Score -2241360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2241360.500000 Penalty: 3218.649658
	Iteration 30Q: 3 clusters Score -2241360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2241358.250000 Penalty: 3218.649658
	Iteration 31Q: 3 clusters Score -2241358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2241358.000000 Penalty: 3218.649658
	Iteration 32Q: 3 clusters Score -2241358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2241360.750000 Penalty: 3218.649658
	Iteration 33Q: 3 clusters Score -2241361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2241368.250000 Penalty: 3218.649658
	Iteration 34Q: 3 clusters Score -2241368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2241376.000000 Penalty: 3218.649658
	Iteration 35Q: 3 clusters Score -2241376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2241378.000000 Penalty: 3218.649658
	Iteration 36Q: 3 clusters Score -2241378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2241379.000000 Penalty: 3218.649658
	Iteration 37Q: 3 clusters Score -2241379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2241395.750000 Penalty: 3218.649658
	Iteration 38Q: 3 clusters Score -2241396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2241399.750000 Penalty: 3218.649658
	Iteration 39Q: 3 clusters Score -2241400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2241401.250000 Penalty: 3218.649658
	Iteration 40F: 3 clusters Score -2241401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2241407.250000 Penalty: 3218.649658
	Iteration 41Q: 3 clusters Score -2241407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2241409.250000 Penalty: 3218.649658
	Iteration 42Q: 3 clusters Score -2241409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2241412.000000 Penalty: 3218.649658
	Iteration 43Q: 3 clusters Score -2241412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2241416.000000 Penalty: 3218.649658
	Iteration 44Q: 3 clusters Score -2241416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2241414.500000 Penalty: 3218.649658
	Iteration 45Q: 3 clusters Score -2241414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2241409.750000 Penalty: 3218.649658
	Iteration 46Q: 3 clusters Score -2241410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2241414.250000 Penalty: 3218.649658
	Iteration 47Q: 3 clusters Score -2241414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2241416.250000 Penalty: 3218.649658
	Iteration 48Q: 3 clusters Score -2241416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2241420.500000 Penalty: 3218.649658
	Iteration 49Q: 3 clusters Score -2241420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2241421.250000 Penalty: 3218.649658
	Iteration 50Q: 3 clusters Score -2241421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2241422.750000 Penalty: 3218.649658
	Iteration 51Q: 3 clusters Score -2241423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2241424.250000 Penalty: 3218.649658
	Iteration 52Q: 3 clusters Score -2241424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2241426.500000 Penalty: 3218.649658
	Iteration 53Q: 3 clusters Score -2241426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2241425.500000 Penalty: 3218.649658
	Iteration 54Q: 3 clusters Score -2241426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2241427.500000 Penalty: 3218.649658
	Iteration 55Q: 3 clusters Score -2241428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2241424.500000 Penalty: 3218.649658
	Iteration 56Q: 3 clusters Score -2241424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2241428.250000 Penalty: 3218.649658
	Iteration 57Q: 3 clusters Score -2241428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2241427.250000 Penalty: 3218.649658
	Iteration 58Q: 3 clusters Score -2241427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2241429.750000 Penalty: 3218.649658
	Iteration 59Q: 3 clusters Score -2241430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2241425.250000 Penalty: 3218.649658
	Iteration 60F: 3 clusters Score -2241425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2241426.250000 Penalty: 3218.649658
	Iteration 61Q: 3 clusters Score -2241426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2241427.250000 Penalty: 3218.649658
	Iteration 62Q: 3 clusters Score -2241427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2241427.000000 Penalty: 3218.649658
	Iteration 63Q: 3 clusters Score -2241427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2241430.000000 Penalty: 3218.649658
	Iteration 64Q: 3 clusters Score -2241430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2241432.250000 Penalty: 3218.649658
	Iteration 65Q: 3 clusters Score -2241432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2241433.750000 Penalty: 3218.649658
	Iteration 66Q: 3 clusters Score -2241434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2241436.250000 Penalty: 3218.649658
	Iteration 67Q: 3 clusters Score -2241436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2241440.750000 Penalty: 3218.649658
	Iteration 68Q: 3 clusters Score -2241441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2241445.500000 Penalty: 3218.649658
	Iteration 69Q: 3 clusters Score -2241446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2241446.000000 Penalty: 3218.649658
	Iteration 70Q: 3 clusters Score -2241446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2241447.000000 Penalty: 3218.649658
	Iteration 71Q: 3 clusters Score -2241447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2241448.750000 Penalty: 3218.649658
	Iteration 72Q: 3 clusters Score -2241449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2241441.750000 Penalty: 3218.649658
	Iteration 73Q: 3 clusters Score -2241442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2241443.000000 Penalty: 3218.649658
	Iteration 74Q: 3 clusters Score -2241443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2241442.500000 Penalty: 3218.649658
	Iteration 75Q: 3 clusters Score -2241442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2241444.250000 Penalty: 3218.649658
	Iteration 76Q: 3 clusters Score -2241444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2241447.250000 Penalty: 3218.649658
	Iteration 77Q: 3 clusters Score -2241447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2241444.750000 Penalty: 3218.649658
	Iteration 78Q: 3 clusters Score -2241445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2241448.500000 Penalty: 3218.649658
	Iteration 79Q: 3 clusters Score -2241448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2241448.250000 Penalty: 3218.649658
	Iteration 80F: 3 clusters Score -2241448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2241446.500000 Penalty: 3218.649658
	Iteration 81Q: 3 clusters Score -2241446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2241452.000000 Penalty: 3218.649658
	Iteration 82Q: 3 clusters Score -2241452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2241452.250000 Penalty: 3218.649658
	Iteration 83Q: 3 clusters Score -2241452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2241448.000000 Penalty: 3218.649658
	Iteration 84Q: 3 clusters Score -2241448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2241447.750000 Penalty: 3218.649658
	Iteration 85Q: 3 clusters Score -2241448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2241453.250000 Penalty: 3218.649658
	Iteration 86Q: 3 clusters Score -2241453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2241453.000000 Penalty: 3218.649658
	Iteration 87Q: 3 clusters Score -2241453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2241452.000000 Penalty: 3218.649658
	Iteration 88Q: 3 clusters Score -2241452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2241450.500000 Penalty: 3218.649658
	Iteration 89Q: 3 clusters Score -2241450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2241450.250000 Penalty: 3218.649658
	Iteration 90Q: 3 clusters Score -2241450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2241448.500000 Penalty: 3218.649658
	Iteration 91Q: 3 clusters Score -2241448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2241447.250000 Penalty: 3218.649658
	Iteration 92Q: 3 clusters Score -2241447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2241448.750000 Penalty: 3218.649658
	Iteration 93Q: 3 clusters Score -2241449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2241447.500000 Penalty: 3218.649658
	Iteration 94Q: 3 clusters Score -2241448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2241447.500000 Penalty: 3218.649658
	Iteration 95Q: 3 clusters Score -2241448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2241447.500000 Penalty: 3218.649658
	Iteration 96F: 3 clusters Score -2241448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -182858.046875 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -182858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180973.968750 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -180974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -181350.000000 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -181350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181465.812500 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -181465.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181537.828125 Penalty: 2415.364990
	Iteration 3Q: 3 clusters Score -181537.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181584.828125 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -181584.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181627.734375 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -181627.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181654.703125 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -181654.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181673.437500 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -181673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181690.921875 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -181690.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181703.218750 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -181703.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181712.625000 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -181712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -181721.953125 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -181722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181735.312500 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -181735.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181751.062500 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -181751.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181767.375000 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -181767.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181784.031250 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -181784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -181802.406250 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -181802.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181816.187500 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -181816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181828.875000 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -181828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181837.687500 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -181837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -181845.328125 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -181845.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -181851.109375 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -181851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -181857.328125 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -181857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181865.281250 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -181865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181870.312500 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -181870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181876.718750 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -181876.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181886.031250 Penalty: 2415.364990
	Iteration 26Q: 3 clusters Score -181886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181894.328125 Penalty: 2415.364990
	Iteration 27Q: 3 clusters Score -181894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181901.093750 Penalty: 2415.364990
	Iteration 28Q: 3 clusters Score -181901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -181906.937500 Penalty: 2415.364990
	Iteration 29Q: 3 clusters Score -181906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -181914.468750 Penalty: 2415.364990
	Iteration 30Q: 3 clusters Score -181914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181922.375000 Penalty: 2415.364990
	Iteration 31Q: 3 clusters Score -181922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181926.984375 Penalty: 2415.364990
	Iteration 32Q: 3 clusters Score -181927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -181930.390625 Penalty: 2415.364990
	Iteration 33Q: 3 clusters Score -181930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -181936.609375 Penalty: 2415.364990
	Iteration 34Q: 3 clusters Score -181936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -181945.359375 Penalty: 2415.364990
	Iteration 35Q: 3 clusters Score -181945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -181951.500000 Penalty: 2415.364990
	Iteration 36Q: 3 clusters Score -181951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181955.046875 Penalty: 2415.364990
	Iteration 37Q: 3 clusters Score -181955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181959.781250 Penalty: 2415.364990
	Iteration 38Q: 3 clusters Score -181959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181963.234375 Penalty: 2415.364990
	Iteration 39Q: 3 clusters Score -181963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181966.437500 Penalty: 2415.364990
	Iteration 40F: 3 clusters Score -181966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 3 contains 87381 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 8 contains 69533 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 52637 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 26558 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 20001 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64711896.000000 Penalty: 32370.763672
Iteration 39Q: 16 clusters Score -6.47119e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 149854 members 
Mstep: Class 3 contains 87320 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 147546 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 8 contains 69597 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 57287 members 
Mstep: Class 13 contains 12686 members 
Mstep: Class 14 contains 26073 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 19687 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64715444.000000 Penalty: 32370.763672
Iteration 40F: 16 clusters Score -6.471544e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 147405 members 
Mstep: Class 3 contains 87156 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 148759 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 8 contains 69501 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 59906 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 25248 members 
Mstep: Class 15 contains 1074 members 
Mstep: Class 16 contains 19107 members 
Mstep: Class 21 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717056.000000 Penalty: 32370.763672
Iteration 41Q: 16 clusters Score -6.471706e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 145701 members 
Mstep: Class 3 contains 87093 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 149349 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 8 contains 69388 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 12 contains 62144 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 24499 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 18648 members 
Mstep: Class 21 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717764.000000 Penalty: 32370.763672
Iteration 42Q: 16 clusters Score -6.471776e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 144314 members 
Mstep: Class 3 contains 87062 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 149463 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 8 contains 69324 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 12 contains 64290 members 
Mstep: Class 13 contains 13598 members 
Mstep: Class 14 contains 23857 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 21 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718216.000000 Penalty: 32370.763672
Iteration 43Q: 16 clusters Score -6.471822e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 143175 members 
Mstep: Class 3 contains 87048 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 149259 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 8 contains 69266 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 12 contains 66368 members 
Mstep: Class 13 contains 13785 members 
Mstep: Class 14 contains 23315 members 
Mstep: Class 15 contains 1058 members 
Mstep: Class 16 contains 18032 members 
Mstep: Class 21 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718648.000000 Penalty: 32370.763672
Iteration 44Q: 16 clusters Score -6.471865e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 142125 members 
Mstep: Class 3 contains 87027 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 148828 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 8 contains 69208 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 13930 members 
Mstep: Class 14 contains 22854 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 21 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719124.000000 Penalty: 32370.763672
Iteration 45Q: 16 clusters Score -6.471912e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 141250 members 
Mstep: Class 3 contains 87016 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 148303 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 8 contains 69145 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 70441 members 
Mstep: Class 13 contains 14042 members 
Mstep: Class 14 contains 22464 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 21 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719584.000000 Penalty: 32370.763672
Iteration 46Q: 16 clusters Score -6.471958e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 140367 members 
Mstep: Class 3 contains 87008 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 147834 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 69077 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 72307 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 22124 members 
Mstep: Class 15 contains 1064 members 
Mstep: Class 16 contains 17401 members 
Mstep: Class 21 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719796.000000 Penalty: 32370.763672
Iteration 47Q: 16 clusters Score -6.47198e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 139387 members 
Mstep: Class 3 contains 87006 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 147399 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 69022 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 74138 members 
Mstep: Class 13 contains 14241 members 
Mstep: Class 14 contains 21827 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 17250 members 
Mstep: Class 21 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720184.000000 Penalty: 32370.763672
Iteration 48Q: 16 clusters Score -6.472018e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 138436 members 
Mstep: Class 3 contains 87005 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 5 contains 147059 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 8 contains 68947 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 75840 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 21563 members 
Mstep: Class 15 contains 1065 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 21 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720820.000000 Penalty: 32370.763672
Iteration 49Q: 16 clusters Score -6.472082e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 137294 members 
Mstep: Class 3 contains 86997 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 146841 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68900 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 77561 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 21296 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 16988 members 
Mstep: Class 21 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721048.000000 Penalty: 32370.763672
Iteration 50Q: 16 clusters Score -6.472105e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 136035 members 
Mstep: Class 3 contains 86991 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 146724 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68862 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 79246 members 
Mstep: Class 13 contains 14455 members 
Mstep: Class 14 contains 21065 members 
Mstep: Class 15 contains 1070 members 
Mstep: Class 16 contains 16893 members 
Mstep: Class 21 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721624.000000 Penalty: 32370.763672
Iteration 51Q: 16 clusters Score -6.472162e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 134679 members 
Mstep: Class 3 contains 86987 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 146683 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68813 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 80929 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 20870 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 16807 members 
Mstep: Class 21 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721740.000000 Penalty: 32370.763672
Iteration 52Q: 16 clusters Score -6.472174e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 133212 members 
Mstep: Class 3 contains 86988 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 146675 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68801 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 82639 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 20696 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 16710 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722228.000000 Penalty: 32370.763672
Iteration 53Q: 16 clusters Score -6.472223e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 131634 members 
Mstep: Class 3 contains 86984 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 146749 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68776 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 84368 members 
Mstep: Class 13 contains 14575 members 
Mstep: Class 14 contains 20532 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 16659 members 
Mstep: Class 21 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722404.000000 Penalty: 32370.763672
Iteration 54Q: 16 clusters Score -6.47224e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 129902 members 
Mstep: Class 3 contains 86978 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 5 contains 146969 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68759 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 86073 members 
Mstep: Class 13 contains 14599 members 
Mstep: Class 14 contains 20389 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 16623 members 
Mstep: Class 21 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722272.000000 Penalty: 32370.763672
Iteration 55Q: 16 clusters Score -6.472227e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 128134 members 
Mstep: Class 3 contains 86970 members 
Mstep: Class 4 contains 4244 members 
Mstep: Class 5 contains 147192 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68738 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 87827 members 
Mstep: Class 13 contains 14624 members 
Mstep: Class 14 contains 20248 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 16581 members 
Mstep: Class 21 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722688.000000 Penalty: 32370.763672
Iteration 56Q: 16 clusters Score -6.472269e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 126311 members 
Mstep: Class 3 contains 86968 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 147418 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68702 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 89594 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 20130 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 16558 members 
Mstep: Class 21 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722532.000000 Penalty: 32370.763672
Iteration 57Q: 16 clusters Score -6.472253e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 124414 members 
Mstep: Class 3 contains 86968 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 147675 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68672 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 91395 members 
Mstep: Class 13 contains 14645 members 
Mstep: Class 14 contains 20025 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 16528 members 
Mstep: Class 21 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722712.000000 Penalty: 32370.763672
Iteration 58Q: 16 clusters Score -6.472271e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 122451 members 
Mstep: Class 3 contains 86964 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 147859 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68645 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 93338 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 19917 members 
Mstep: Class 15 contains 1079 members 
Mstep: Class 16 contains 16508 members 
Mstep: Class 21 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64723116.000000 Penalty: 32370.763672
Iteration 59Q: 16 clusters Score -6.472312e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 120390 members 
Mstep: Class 3 contains 86960 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 147883 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 8 contains 68606 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 95566 members 
Mstep: Class 13 contains 14662 members 
Mstep: Class 14 contains 19813 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 16484 members 
Mstep: Class 21 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64723708.000000 Penalty: 32370.763672
Iteration 60F: 16 clusters Score -6.472371e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 118168 members 
Mstep: Class 3 contains 86956 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 147901 members 
Mstep: Class 6 contains 809 members 
Mstep: Class 8 contains 68553 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 97947 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 19714 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 16463 members 
Mstep: Class 21 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724348.000000 Penalty: 32370.763672
Iteration 61Q: 16 clusters Score -6.472435e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 115791 members 
Mstep: Class 3 contains 86955 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 147891 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 8 contains 68502 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 100493 members 
Mstep: Class 13 contains 14735 members 
Mstep: Class 14 contains 19611 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 21 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724496.000000 Penalty: 32370.763672
Iteration 62Q: 16 clusters Score -6.47245e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 113302 members 
Mstep: Class 3 contains 86952 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 147914 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 8 contains 68456 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 103099 members 
Mstep: Class 13 contains 14775 members 
Mstep: Class 14 contains 19535 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 16420 members 
Mstep: Class 21 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724832.000000 Penalty: 32370.763672
Iteration 63Q: 16 clusters Score -6.472483e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 110832 members 
Mstep: Class 3 contains 86947 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 147909 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 8 contains 68409 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 105713 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 19462 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 16407 members 
Mstep: Class 21 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725424.000000 Penalty: 32370.763672
Iteration 64Q: 16 clusters Score -6.472542e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 108308 members 
Mstep: Class 3 contains 86937 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 147928 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 8 contains 68382 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 108325 members 
Mstep: Class 13 contains 14812 members 
Mstep: Class 14 contains 19395 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 16409 members 
Mstep: Class 21 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725892.000000 Penalty: 32370.763672
Iteration 65Q: 16 clusters Score -6.472589e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 105763 members 
Mstep: Class 3 contains 86937 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 147979 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 8 contains 68362 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 110923 members 
Mstep: Class 13 contains 14820 members 
Mstep: Class 14 contains 19312 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 16418 members 
Mstep: Class 21 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726044.000000 Penalty: 32370.763672
Iteration 66Q: 16 clusters Score -6.472604e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 103276 members 
Mstep: Class 3 contains 86927 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 148072 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 8 contains 68331 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 113456 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 19220 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 16430 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726388.000000 Penalty: 32370.763672
Iteration 67Q: 16 clusters Score -6.472639e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 100853 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 148195 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 8 contains 68281 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 115922 members 
Mstep: Class 13 contains 14825 members 
Mstep: Class 14 contains 19135 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 16433 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726520.000000 Penalty: 32370.763672
Iteration 68Q: 16 clusters Score -6.472652e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 98549 members 
Mstep: Class 3 contains 86909 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 148227 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 8 contains 68234 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 118377 members 
Mstep: Class 13 contains 14818 members 
Mstep: Class 14 contains 19063 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726840.000000 Penalty: 32370.763672
Iteration 69Q: 16 clusters Score -6.472684e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 86911 members 
Mstep: Class 4 contains 4086 members 
Mstep: Class 5 contains 148160 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 8 contains 68173 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 120828 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 18985 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 16354 members 
Mstep: Class 21 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64727392.000000 Penalty: 32370.763672
Iteration 70Q: 16 clusters Score -6.472739e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 94384 members 
Mstep: Class 3 contains 86917 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 148063 members 
Mstep: Class 6 contains 651 members 
Mstep: Class 8 contains 68116 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 123168 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 18890 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 16296 members 
Mstep: Class 21 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64727836.000000 Penalty: 32370.763672
Iteration 71Q: 16 clusters Score -6.472784e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 92436 members 
Mstep: Class 3 contains 86916 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 147878 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 8 contains 68065 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 125530 members 
Mstep: Class 13 contains 14796 members 
Mstep: Class 14 contains 18788 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 16261 members 
Mstep: Class 21 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728228.000000 Penalty: 32370.763672
Iteration 72Q: 16 clusters Score -6.472823e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 90574 members 
Mstep: Class 3 contains 86915 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 147587 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 8 contains 68016 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 127867 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 18710 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 21 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728624.000000 Penalty: 32370.763672
Iteration 73Q: 16 clusters Score -6.472862e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 88713 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 3962 members 
Mstep: Class 5 contains 147214 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 8 contains 67973 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 130276 members 
Mstep: Class 13 contains 14785 members 
Mstep: Class 14 contains 18640 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 21 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728860.000000 Penalty: 32370.763672
Iteration 74Q: 16 clusters Score -6.472886e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 87054 members 
Mstep: Class 3 contains 86915 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 146748 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 67952 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 132566 members 
Mstep: Class 13 contains 14772 members 
Mstep: Class 14 contains 18577 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 16201 members 
Mstep: Class 21 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64729348.000000 Penalty: 32370.763672
Iteration 75Q: 16 clusters Score -6.472935e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 85668 members 
Mstep: Class 3 contains 86915 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 146369 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 67943 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 134476 members 
Mstep: Class 13 contains 14745 members 
Mstep: Class 14 contains 18534 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 16197 members 
Mstep: Class 21 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64729920.000000 Penalty: 32370.763672
Iteration 76Q: 16 clusters Score -6.472992e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 84548 members 
Mstep: Class 3 contains 86913 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 146064 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 67924 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 136055 members 
Mstep: Class 13 contains 14721 members 
Mstep: Class 14 contains 18472 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 16196 members 
Mstep: Class 21 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64729964.000000 Penalty: 32370.763672
Iteration 77Q: 16 clusters Score -6.472996e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 83639 members 
Mstep: Class 3 contains 86912 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 145791 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 67906 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 137383 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 14 contains 18422 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 16201 members 
Mstep: Class 21 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730296.000000 Penalty: 32370.763672
Iteration 78Q: 16 clusters Score -6.47303e+07 nChanged 2032
Entering ConstructFrom: 
Score: -64730296.000000 Penalty: 32370.763672
Entering ConstructFrom: 
Trying to split cluster 1 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -186362.421875 Penalty: 1214.188965
	Iteration 0F: 2 clusters Score -186362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -184458.421875 Penalty: 2428.377930
	Iteration 0F: 3 clusters Score -184458.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184947.171875 Penalty: 2428.377930
	Iteration 1F: 3 clusters Score -184947.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -185070.421875 Penalty: 2428.377930
	Iteration 2F: 3 clusters Score -185070.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -185147.218750 Penalty: 2428.377930
	Iteration 3Q: 3 clusters Score -185147.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -185248.562500 Penalty: 2428.377930
	Iteration 4Q: 3 clusters Score -185248.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -185301.328125 Penalty: 2428.377930
	Iteration 5Q: 3 clusters Score -185301.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185325.921875 Penalty: 2428.377930
	Iteration 6Q: 3 clusters Score -185325.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185375.187500 Penalty: 2428.377930
	Iteration 7Q: 3 clusters Score -185375.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185412.890625 Penalty: 2428.377930
	Iteration 8Q: 3 clusters Score -185412.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185454.375000 Penalty: 2428.377930
	Iteration 9Q: 3 clusters Score -185454.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -185510.843750 Penalty: 2428.377930
	Iteration 10Q: 3 clusters Score -185510.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -185554.718750 Penalty: 2428.377930
	Iteration 11Q: 3 clusters Score -185554.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -185591.468750 Penalty: 2428.377930
	Iteration 12Q: 3 clusters Score -185591.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -185627.734375 Penalty: 2428.377930
	Iteration 13Q: 3 clusters Score -185627.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -185678.484375 Penalty: 2428.377930
	Iteration 14Q: 3 clusters Score -185678.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -185715.359375 Penalty: 2428.377930
	Iteration 15Q: 3 clusters Score -185715.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -185749.468750 Penalty: 2428.377930
	Iteration 16Q: 3 clusters Score -185749.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -185784.250000 Penalty: 2428.377930
	Iteration 17Q: 3 clusters Score -185784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -185815.281250 Penalty: 2428.377930
	Iteration 18Q: 3 clusters Score -185815.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -185836.921875 Penalty: 2428.377930
	Iteration 19Q: 3 clusters Score -185836.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -185864.109375 Penalty: 2428.377930
	Iteration 20F: 3 clusters Score -185864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -185881.968750 Penalty: 2428.377930
	Iteration 21Q: 3 clusters Score -185882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -185904.062500 Penalty: 2428.377930
	Iteration 22Q: 3 clusters Score -185904.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -185931.906250 Penalty: 2428.377930
	Iteration 23Q: 3 clusters Score -185931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -185962.093750 Penalty: 2428.377930
	Iteration 24Q: 3 clusters Score -185962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -185980.375000 Penalty: 2428.377930
	Iteration 25Q: 3 clusters Score -185980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -185997.000000 Penalty: 2428.377930
	Iteration 26Q: 3 clusters Score -185997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -186005.437500 Penalty: 2428.377930
	Iteration 27Q: 3 clusters Score -186005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -186018.781250 Penalty: 2428.377930
	Iteration 28Q: 3 clusters Score -186018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -186030.078125 Penalty: 2428.377930
	Iteration 29Q: 3 clusters Score -186030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -186037.109375 Penalty: 2428.377930
	Iteration 30Q: 3 clusters Score -186037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -186045.625000 Penalty: 2428.377930
	Iteration 31Q: 3 clusters Score -186045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -186047.890625 Penalty: 2428.377930
	Iteration 32Q: 3 clusters Score -186047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -186049.765625 Penalty: 2428.377930
	Iteration 33Q: 3 clusters Score -186049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -186049.765625 Penalty: 2428.377930
	Iteration 34F: 3 clusters Score -186049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Entering Unmasked Estep 
Score: -9367056.000000 Penalty: 1840.277954
	Iteration 0F: 2 clusters Score -9367056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -9311655.000000 Penalty: 3680.555908
	Iteration 0F: 3 clusters Score -9311655 nChanged 39452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -9334871.000000 Penalty: 3680.555908
	Iteration 1F: 3 clusters Score -9334871 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -9336516.000000 Penalty: 3680.555908
	Iteration 2Q: 3 clusters Score -9336516 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9339058.000000 Penalty: 3680.555908
	Iteration 3Q: 3 clusters Score -9339058 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9342236.000000 Penalty: 3680.555908
	Iteration 4F: 3 clusters Score -9342236 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9346284.000000 Penalty: 3680.555908
	Iteration 5F: 3 clusters Score -9346284 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9350796.000000 Penalty: 3680.555908
	Iteration 6F: 3 clusters Score -9350796 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -9355250.000000 Penalty: 3680.555908
	Iteration 7F: 3 clusters Score -9355250 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9358070.000000 Penalty: 3680.555908
	Iteration 8F: 3 clusters Score -9358070 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9359156.000000 Penalty: 3680.555908
	Iteration 9Q: 3 clusters Score -9359156 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -9359662.000000 Penalty: 3680.555908
	Iteration 10Q: 3 clusters Score -9359662 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -9360071.000000 Penalty: 3680.555908
	Iteration 11Q: 3 clusters Score -9360071 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -9360298.000000 Penalty: 3680.555908
	Iteration 12Q: 3 clusters Score -9360298 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -9360495.000000 Penalty: 3680.555908
	Iteration 13Q: 3 clusters Score -9360495 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -9360668.000000 Penalty: 3680.555908
	Iteration 14Q: 3 clusters Score -9360668 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -9360825.000000 Penalty: 3680.555908
	Iteration 15Q: 3 clusters Score -9360825 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -9360897.000000 Penalty: 3680.555908
	Iteration 16Q: 3 clusters Score -9360897 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -9360969.000000 Penalty: 3680.555908
	Iteration 17Q: 3 clusters Score -9360969 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -9361060.000000 Penalty: 3680.555908
	Iteration 18Q: 3 clusters Score -9361060 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -9361146.000000 Penalty: 3680.555908
	Iteration 19Q: 3 clusters Score -9361146 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -9361207.000000 Penalty: 3680.555908
	Iteration 20F: 3 clusters Score -9361207 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -9361224.000000 Penalty: 3680.555908
	Iteration 21Q: 3 clusters Score -9361224 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -9361268.000000 Penalty: 3680.555908
	Iteration 22Q: 3 clusters Score -9361268 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -9361277.000000 Penalty: 3680.555908
	Iteration 23Q: 3 clusters Score -9361277 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9361306.000000 Penalty: 3680.555908
	Iteration 24Q: 3 clusters Score -9361306 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -9361326.000000 Penalty: 3680.555908
	Iteration 25Q: 3 clusters Score -9361326 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -9361365.000000 Penalty: 3680.555908
	Iteration 26Q: 3 clusters Score -9361365 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -9361420.000000 Penalty: 3680.555908
	Iteration 27Q: 3 clusters Score -9361420 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -9361412.000000 Penalty: 3680.555908
	Iteration 28Q: 3 clusters Score -9361412 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9361437.000000 Penalty: 3680.555908
	Iteration 29Q: 3 clusters Score -9361437 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -9361462.000000 Penalty: 3680.555908
	Iteration 30Q: 3 clusters Score -9361462 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -9361494.000000 Penalty: 3680.555908
	Iteration 31Q: 3 clusters Score -9361494 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -9361538.000000 Penalty: 3680.555908
	Iteration 32Q: 3 clusters Score -9361538 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9361561.000000 Penalty: 3680.555908
	Iteration 33Q: 3 clusters Score -9361561 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9361592.000000 Penalty: 3680.555908
	Iteration 34Q: 3 clusters Score -9361592 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9361621.000000 Penalty: 3680.555908
	Iteration 35Q: 3 clusters Score -9361621 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -9361657.000000 Penalty: 3680.555908
	Iteration 36Q: 3 clusters Score -9361657 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -9361686.000000 Penalty: 3680.555908
	Iteration 37Q: 3 clusters Score -9361686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -9361683.000000 Penalty: 3680.555908
	Iteration 38Q: 3 clusters Score -9361683 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -9361727.000000 Penalty: 3680.555908
	Iteration 39Q: 3 clusters Score -9361727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9361748.000000 Penalty: 3680.555908
	Iteration 40F: 3 clusters Score -9361748 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -9361762.000000 Penalty: 3680.555908
	Iteration 41Q: 3 clusters Score -9361762 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9361804.000000 Penalty: 3680.555908
	Iteration 42Q: 3 clusters Score -9361804 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -9361837.000000 Penalty: 3680.555908
	Iteration 43Q: 3 clusters Score -9361837 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9361839.000000 Penalty: 3680.555908
	Iteration 44Q: 3 clusters Score -9361839 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -9361858.000000 Penalty: 3680.555908
	Iteration 45Q: 3 clusters Score -9361858 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -9361854.000000 Penalty: 3680.555908
	Iteration 46Q: 3 clusters Score -9361854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9361886.000000 Penalty: 3680.555908
	Iteration 47Q: 3 clusters Score -9361886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9361933.000000 Penalty: 3680.555908
	Iteration 48Q: 3 clusters Score -9361933 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -9361938.000000 Penalty: 3680.555908
	Iteration 49Q: 3 clusters Score -9361938 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -9361961.000000 Penalty: 3680.555908
	Iteration 50Q: 3 clusters Score -9361961 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -9362010.000000 Penalty: 3680.555908
	Iteration 51Q: 3 clusters Score -9362010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -9362036.000000 Penalty: 3680.555908
	Iteration 52Q: 3 clusters Score -9362036 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -9362040.000000 Penalty: 3680.555908
	Iteration 53Q: 3 clusters Score -9362040 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -9362086.000000 Penalty: 3680.555908
	Iteration 54Q: 3 clusters Score -9362086 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -9362126.000000 Penalty: 3680.555908
	Iteration 55Q: 3 clusters Score -9362126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -9362141.000000 Penalty: 3680.555908
	Iteration 56Q: 3 clusters Score -9362141 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -9362144.000000 Penalty: 3680.555908
	Iteration 57Q: 3 clusters Score -9362144 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -9362159.000000 Penalty: 3680.555908
	Iteration 58Q: 3 clusters Score -9362159 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -9362186.000000 Penalty: 3680.555908
	Iteration 59Q: 3 clusters Score -9362186 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -9362199.000000 Penalty: 3680.555908
	Iteration 60F: 3 clusters Score -9362199 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -9362196.000000 Penalty: 3680.555908
	Iteration 61Q: 3 clusters Score -9362196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -9362230.000000 Penalty: 3680.555908
	Iteration 62Q: 3 clusters Score -9362230 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -9362222.000000 Penalty: 3680.555908
	Iteration 63Q: 3 clusters Score -9362222 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -9362268.000000 Penalty: 3680.555908
	Iteration 64Q: 3 clusters Score -9362268 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -9362285.000000 Penalty: 3680.555908
	Iteration 65Q: 3 clusters Score -9362285 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -9362284.000000 Penalty: 3680.555908
	Iteration 66Q: 3 clusters Score -9362284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -9362261.000000 Penalty: 3680.555908
	Iteration 67Q: 3 clusters Score -9362261 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -9362297.000000 Penalty: 3680.555908
	Iteration 68Q: 3 clusters Score -9362297 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -9362325.000000 Penalty: 3680.555908
	Iteration 69Q: 3 clusters Score -9362325 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -9362363.000000 Penalty: 3680.555908
	Iteration 70Q: 3 clusters Score -9362363 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -9362384.000000 Penalty: 3680.555908
	Iteration 71Q: 3 clusters Score -9362384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -9362405.000000 Penalty: 3680.555908
	Iteration 72Q: 3 clusters Score -9362405 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -9362405.000000 Penalty: 3680.555908
	Iteration 73Q: 3 clusters Score -9362405 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -9362436.000000 Penalty: 3680.555908
	Iteration 74Q: 3 clusters Score -9362436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -9362436.000000 Penalty: 3680.555908
	Iteration 75Q: 3 clusters Score -9362436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -9362455.000000 Penalty: 3680.555908
	Iteration 76Q: 3 clusters Score -9362455 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -9362495.000000 Penalty: 3680.555908
	Iteration 77Q: 3 clusters Score -9362495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -9362512.000000 Penalty: 3680.555908
	Iteration 78Q: 3 clusters Score -9362512 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -9362500.000000 Penalty: 3680.555908
	Iteration 79Q: 3 clusters Score -9362500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -9362557.000000 Penalty: 3680.555908
	Iteration 80F: 3 clusters Score -9362557 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -9362543.000000 Penalty: 3680.555908
	Iteration 81Q: 3 clusters Score -9362543 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -9362561.000000 Penalty: 3680.555908
	Iteration 82Q: 3 clusters Score -9362561 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -9362587.000000 Penalty: 3680.555908
	Iteration 83Q: 3 clusters Score -9362587 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9362620 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9362643 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9362687 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9362708 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9362700 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9362755 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -9362815.000000 Penalty: 3680.555908
	Iteration 90Q: 3 clusters Score -9362815 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9362848 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -9362902.000000 Penalty: 3680.555908
	Iteration 92Q: 3 clusters Score -9362902 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -9362961.000000 Penalty: 3680.555908
	Iteration 93Q: 3 clusters Score -9362961 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -9363009.000000 Penalty: 3680.555908
	Iteration 94Q: 3 clusters Score -9363009 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -9363071.000000 Penalty: 3680.555908
	Iteration 95Q: 3 clusters Score -9363071 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -9363115.000000 Penalty: 3680.555908
	Iteration 96Q: 3 clusters Score -9363115 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -9363172.000000 Penalty: 3680.555908
	Iteration 97Q: 3 clusters Score -9363172 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -9363245.000000 Penalty: 3680.555908
	Iteration 98Q: 3 clusters Score -9363245 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -9363302.000000 Penalty: 3680.555908
	Iteration 99Q: 3 clusters Score -9363302 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -9363331.000000 Penalty: 3680.555908
	Iteration 100F: 3 clusters Score -9363331 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -9363425.000000 Penalty: 3680.555908
	Iteration 101Q: 3 clusters Score -9363425 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -9363565.000000 Penalty: 3680.555908
	Iteration 102Q: 3 clusters Score -9363565 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -9363640.000000 Penalty: 3680.555908
	Iteration 103Q: 3 clusters Score -9363640 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -9363789.000000 Penalty: 3680.555908
	Iteration 104Q: 3 clusters Score -9363789 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -9363906.000000 Penalty: 3680.555908
	Iteration 105Q: 3 clusters Score -9363906 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -9364005.000000 Penalty: 3680.555908
	Iteration 106Q: 3 clusters Score -9364005 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -9364117.000000 Penalty: 3680.555908
	Iteration 107Q: 3 clusters Score -9364117 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -9364236.000000 Penalty: 3680.555908
	Iteration 108Q: 3 clusters Score -9364236 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -9364376.000000 Penalty: 3680.555908
	Iteration 109Q: 3 clusters Score -9364376 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -9364536.000000 Penalty: 3680.555908
	Iteration 110Q: 3 clusters Score -9364536 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -9364669.000000 Penalty: 3680.555908
	Iteration 111Q: 3 clusters Score -9364669 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -9364873.000000 Penalty: 3680.555908
	Iteration 112Q: 3 clusters Score -9364873 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -9365105.000000 Penalty: 3680.555908
	Iteration 113Q: 3 clusters Score -9365105 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -9365381.000000 Penalty: 3680.555908
	Iteration 114Q: 3 clusters Score -9365381 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -9365643.000000 Penalty: 3680.555908
	Iteration 115Q: 3 clusters Score -9365643 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -9365886.000000 Penalty: 3680.555908
	Iteration 116Q: 3 clusters Score -9365886 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -9366053.000000 Penalty: 3680.555908
	Iteration 117Q: 3 clusters Score -9366053 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -9366209.000000 Penalty: 3680.555908
	Iteration 118Q: 3 clusters Score -9366209 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -9366313.000000 Penalty: 3680.555908
	Iteration 119Q: 3 clusters Score -9366313 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -9366362.000000 Penalty: 3680.555908
	Iteration 120F: 3 clusters Score -9366362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -9366437.000000 Penalty: 3680.555908
	Iteration 121Q: 3 clusters Score -9366437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -9366497.000000 Penalty: 3680.555908
	Iteration 122Q: 3 clusters Score -9366497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -9366552.000000 Penalty: 3680.555908
	Iteration 123Q: 3 clusters Score -9366552 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -9366603.000000 Penalty: 3680.555908
	Iteration 124Q: 3 clusters Score -9366603 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -9366632.000000 Penalty: 3680.555908
	Iteration 125Q: 3 clusters Score -9366632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -9366673.000000 Penalty: 3680.555908
	Iteration 126Q: 3 clusters Score -9366673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -9366658.000000 Penalty: 3680.555908
	Iteration 127Q: 3 clusters Score -9366658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -9366650.000000 Penalty: 3680.555908
	Iteration 128Q: 3 clusters Score -9366650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -9366668.000000 Penalty: 3680.555908
	Iteration 129Q: 3 clusters Score -9366668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -9366669.000000 Penalty: 3680.555908
	Iteration 130Q: 3 clusters Score -9366669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -9366707.000000 Penalty: 3680.555908
	Iteration 131Q: 3 clusters Score -9366707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -9366707.000000 Penalty: 3680.555908
	Iteration 132Q: 3 clusters Score -9366707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -9366721.000000 Penalty: 3680.555908
	Iteration 133Q: 3 clusters Score -9366721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -9366730.000000 Penalty: 3680.555908
	Iteration 134Q: 3 clusters Score -9366730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -9366718.000000 Penalty: 3680.555908
	Iteration 135Q: 3 clusters Score -9366718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -9366728.000000 Penalty: 3680.555908
	Iteration 136Q: 3 clusters Score -9366728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -9366724.000000 Penalty: 3680.555908
	Iteration 137Q: 3 clusters Score -9366724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -9366719.000000 Penalty: 3680.555908
	Iteration 138Q: 3 clusters Score -9366719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -9366724.000000 Penalty: 3680.555908
	Iteration 139Q: 3 clusters Score -9366724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -9366729.000000 Penalty: 3680.555908
	Iteration 140F: 3 clusters Score -9366729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -9366741.000000 Penalty: 3680.555908
	Iteration 141Q: 3 clusters Score -9366741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -9366746.000000 Penalty: 3680.555908
	Iteration 142Q: 3 clusters Score -9366746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -9366752.000000 Penalty: 3680.555908
	Iteration 143Q: 3 clusters Score -9366752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -9366760.000000 Penalty: 3680.555908
	Iteration 144Q: 3 clusters Score -9366760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -9366764.000000 Penalty: 3680.555908
	Iteration 145Q: 3 clusters Score -9366764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -9366757.000000 Penalty: 3680.555908
	Iteration 146Q: 3 clusters Score -9366757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -9366763.000000 Penalty: 3680.555908
	Iteration 147Q: 3 clusters Score -9366763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -9366772.000000 Penalty: 3680.555908
	Iteration 148Q: 3 clusters Score -9366772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -9366773.000000 Penalty: 3680.555908
	Iteration 149Q: 3 clusters Score -9366773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -9366770.000000 Penalty: 3680.555908
	Iteration 150Q: 3 clusters Score -9366770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -9366777.000000 Penalty: 3680.555908
	Iteration 151Q: 3 clusters Score -9366777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -9366764.000000 Penalty: 3680.555908
	Iteration 152Q: 3 clusters Score -9366764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -9366774.000000 Penalty: 3680.555908
	Iteration 153Q: 3 clusters Score -9366774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9366775.000000 Penalty: 3680.555908
	Iteration 154Q: 3 clusters Score -9366775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -9366770.000000 Penalty: 3680.555908
	Iteration 155Q: 3 clusters Score -9366770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -9366762.000000 Penalty: 3680.555908
	Iteration 156Q: 3 clusters Score -9366762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -9366768.000000 Penalty: 3680.555908
	Iteration 157Q: 3 clusters Score -9366768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -9366767.000000 Penalty: 3680.555908
	Iteration 158Q: 3 clusters Score -9366767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -9366763.000000 Penalty: 3680.555908
	Iteration 159Q: 3 clusters Score -9366763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -9366765.000000 Penalty: 3680.555908
	Iteration 160F: 3 clusters Score -9366765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -9366766.000000 Penalty: 3680.555908
	Iteration 161Q: 3 clusters Score -9366766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -9366774.000000 Penalty: 3680.555908
	Iteration 162Q: 3 clusters Score -9366774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -9366779.000000 Penalty: 3680.555908
	Iteration 163Q: 3 clusters Score -9366779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9366775.000000 Penalty: 3680.555908
	Iteration 164Q: 3 clusters Score -9366775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -9366769.000000 Penalty: 3680.555908
	Iteration 165Q: 3 clusters Score -9366769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -9366771.000000 Penalty: 3680.555908
	Iteration 166Q: 3 clusters Score -9366771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -9366771.000000 Penalty: 3680.555908
	Iteration 167F: 3 clusters Score -9366771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Entering Unmasked Estep 
Score: -9717987.000000 Penalty: 1848.059570
	Iteration 0F: 2 clusters Score -9717987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -9659386.000000 Penalty: 3696.119141
	Iteration 0F: 3 clusters Score -9659386 nChanged 41831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -9683375.000000 Penalty: 3696.119141
	Iteration 1F: 3 clusters Score -9683375 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -9683838.000000 Penalty: 3696.119141
	Iteration 2Q: 3 clusters Score -9683838 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -9684447.000000 Penalty: 3696.119141
	Iteration 3Q: 3 clusters Score -9684447 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -9685415.000000 Penalty: 3696.119141
	Iteration 4Q: 3 clusters Score -9685415 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -9686955.000000 Penalty: 3696.119141
	Iteration 5Q: 3 clusters Score -9686955 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -9690044.000000 Penalty: 3696.119141
	Iteration 6F: 3 clusters Score -9690044 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -9695618.000000 Penalty: 3696.119141
	Iteration 7F: 3 clusters Score -9695618 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -9703195.000000 Penalty: 3696.119141
	Iteration 8F: 3 clusters Score -9703195 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -9710040.000000 Penalty: 3696.119141
	Iteration 9F: 3 clusters Score -9710040 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -9714047.000000 Penalty: 3696.119141
	Iteration 10Q: 3 clusters Score -9714047 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9715625.000000 Penalty: 3696.119141
	Iteration 11Q: 3 clusters Score -9715625 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9716081.000000 Penalty: 3696.119141
	Iteration 12Q: 3 clusters Score -9716081 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9716251.000000 Penalty: 3696.119141
	Iteration 13Q: 3 clusters Score -9716251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9716316.000000 Penalty: 3696.119141
	Iteration 14Q: 3 clusters Score -9716316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9716350.000000 Penalty: 3696.119141
	Iteration 15Q: 3 clusters Score -9716350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9716379.000000 Penalty: 3696.119141
	Iteration 16Q: 3 clusters Score -9716379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9716398.000000 Penalty: 3696.119141
	Iteration 17Q: 3 clusters Score -9716398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9716396.000000 Penalty: 3696.119141
	Iteration 18Q: 3 clusters Score -9716396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9716401.000000 Penalty: 3696.119141
	Iteration 19Q: 3 clusters Score -9716401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9716401.000000 Penalty: 3696.119141
	Iteration 20F: 3 clusters Score -9716401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -429982.281250 Penalty: 1333.747070
	Iteration 0F: 2 clusters Score -429982.3 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 1828 members 
Entering Unmasked Estep 
Score: -426824.000000 Penalty: 2667.494141
	Iteration 0F: 3 clusters Score -426824 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -427596.593750 Penalty: 2667.494141
	Iteration 1F: 3 clusters Score -427596.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -427719.437500 Penalty: 2667.494141
	Iteration 2F: 3 clusters Score -427719.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -427792.968750 Penalty: 2667.494141
	Iteration 3Q: 3 clusters Score -427793 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -427843.906250 Penalty: 2667.494141
	Iteration 4Q: 3 clusters Score -427843.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -427884.000000 Penalty: 2667.494141
	Iteration 5Q: 3 clusters Score -427884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -427915.031250 Penalty: 2667.494141
	Iteration 6Q: 3 clusters Score -427915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -427939.468750 Penalty: 2667.494141
	Iteration 7Q: 3 clusters Score -427939.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -427957.500000 Penalty: 2667.494141
	Iteration 8Q: 3 clusters Score -427957.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -427968.531250 Penalty: 2667.494141
	Iteration 9Q: 3 clusters Score -427968.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -427977.781250 Penalty: 2667.494141
	Iteration 10Q: 3 clusters Score -427977.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -427988.781250 Penalty: 2667.494141
	Iteration 11Q: 3 clusters Score -427988.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -428002.718750 Penalty: 2667.494141
	Iteration 12Q: 3 clusters Score -428002.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -428014.375000 Penalty: 2667.494141
	Iteration 13Q: 3 clusters Score -428014.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -428022.031250 Penalty: 2667.494141
	Iteration 14Q: 3 clusters Score -428022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -428028.781250 Penalty: 2667.494141
	Iteration 15Q: 3 clusters Score -428028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -428033.843750 Penalty: 2667.494141
	Iteration 16Q: 3 clusters Score -428033.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -428043.343750 Penalty: 2667.494141
	Iteration 17Q: 3 clusters Score -428043.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -428052.468750 Penalty: 2667.494141
	Iteration 18Q: 3 clusters Score -428052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428063.531250 Penalty: 2667.494141
	Iteration 19Q: 3 clusters Score -428063.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -428075.406250 Penalty: 2667.494141
	Iteration 20F: 3 clusters Score -428075.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -428089.593750 Penalty: 2667.494141
	Iteration 21Q: 3 clusters Score -428089.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -428106.000000 Penalty: 2667.494141
	Iteration 22Q: 3 clusters Score -428106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -428113.000000 Penalty: 2667.494141
	Iteration 23Q: 3 clusters Score -428113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428119.375000 Penalty: 2667.494141
	Iteration 24Q: 3 clusters Score -428119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -428123.312500 Penalty: 2667.494141
	Iteration 25Q: 3 clusters Score -428123.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -428127.843750 Penalty: 2667.494141
	Iteration 26Q: 3 clusters Score -428127.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -428132.468750 Penalty: 2667.494141
	Iteration 27Q: 3 clusters Score -428132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428144.875000 Penalty: 2667.494141
	Iteration 28Q: 3 clusters Score -428144.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -428155.656250 Penalty: 2667.494141
	Iteration 29Q: 3 clusters Score -428155.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -428166.437500 Penalty: 2667.494141
	Iteration 30Q: 3 clusters Score -428166.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428178.343750 Penalty: 2667.494141
	Iteration 31Q: 3 clusters Score -428178.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -428189.250000 Penalty: 2667.494141
	Iteration 32Q: 3 clusters Score -428189.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -428199.781250 Penalty: 2667.494141
	Iteration 33Q: 3 clusters Score -428199.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -428212.281250 Penalty: 2667.494141
	Iteration 34Q: 3 clusters Score -428212.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428221.937500 Penalty: 2667.494141
	Iteration 35Q: 3 clusters Score -428221.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -428231.375000 Penalty: 2667.494141
	Iteration 36Q: 3 clusters Score -428231.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -428241.531250 Penalty: 2667.494141
	Iteration 37Q: 3 clusters Score -428241.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -428254.937500 Penalty: 2667.494141
	Iteration 38Q: 3 clusters Score -428254.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -428272.218750 Penalty: 2667.494141
	Iteration 39Q: 3 clusters Score -428272.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -428301.687500 Penalty: 2667.494141
	Iteration 40F: 3 clusters Score -428301.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -428329.500000 Penalty: 2667.494141
	Iteration 41Q: 3 clusters Score -428329.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -428358.343750 Penalty: 2667.494141
	Iteration 42Q: 3 clusters Score -428358.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -428390.406250 Penalty: 2667.494141
	Iteration 43Q: 3 clusters Score -428390.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -428430.125000 Penalty: 2667.494141
	Iteration 44Q: 3 clusters Score -428430.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -428466.625000 Penalty: 2667.494141
	Iteration 45Q: 3 clusters Score -428466.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -428493.937500 Penalty: 2667.494141
	Iteration 46Q: 3 clusters Score -428493.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -428525.875000 Penalty: 2667.494141
	Iteration 47Q: 3 clusters Score -428525.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -428567.031250 Penalty: 2667.494141
	Iteration 48Q: 3 clusters Score -428567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -428609.218750 Penalty: 2667.494141
	Iteration 49Q: 3 clusters Score -428609.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -428642.843750 Penalty: 2667.494141
	Iteration 50Q: 3 clusters Score -428642.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -428667.656250 Penalty: 2667.494141
	Iteration 51Q: 3 clusters Score -428667.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -428698.593750 Penalty: 2667.494141
	Iteration 52Q: 3 clusters Score -428698.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -428729.437500 Penalty: 2667.494141
	Iteration 53Q: 3 clusters Score -428729.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -428756.531250 Penalty: 2667.494141
	Iteration 54Q: 3 clusters Score -428756.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -428780.937500 Penalty: 2667.494141
	Iteration 55Q: 3 clusters Score -428780.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -428803.625000 Penalty: 2667.494141
	Iteration 56Q: 3 clusters Score -428803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -428829.375000 Penalty: 2667.494141
	Iteration 57Q: 3 clusters Score -428829.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -428852.375000 Penalty: 2667.494141
	Iteration 58Q: 3 clusters Score -428852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -428867.500000 Penalty: 2667.494141
	Iteration 59Q: 3 clusters Score -428867.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -428886.031250 Penalty: 2667.494141
	Iteration 60F: 3 clusters Score -428886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -428894.437500 Penalty: 2667.494141
	Iteration 61Q: 3 clusters Score -428894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -428904.468750 Penalty: 2667.494141
	Iteration 62Q: 3 clusters Score -428904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -428909.906250 Penalty: 2667.494141
	Iteration 63Q: 3 clusters Score -428909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -428912.312500 Penalty: 2667.494141
	Iteration 64Q: 3 clusters Score -428912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -428914.375000 Penalty: 2667.494141
	Iteration 65Q: 3 clusters Score -428914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -428918.125000 Penalty: 2667.494141
	Iteration 66Q: 3 clusters Score -428918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -428920.406250 Penalty: 2667.494141
	Iteration 67Q: 3 clusters Score -428920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -428922.062500 Penalty: 2667.494141
	Iteration 68Q: 3 clusters Score -428922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -428923.437500 Penalty: 2667.494141
	Iteration 69Q: 3 clusters Score -428923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -428923.812500 Penalty: 2667.494141
	Iteration 70Q: 3 clusters Score -428923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -428923.781250 Penalty: 2667.494141
	Iteration 71Q: 3 clusters Score -428923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -428923.781250 Penalty: 2667.494141
	Iteration 72F: 3 clusters Score -428923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (145573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Entering Unmasked Estep 
Score: -16350182.000000 Penalty: 1931.870239
	Iteration 0F: 2 clusters Score -1.635018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -16256618.000000 Penalty: 3863.740479
	Iteration 0F: 3 clusters Score -1.625662e+07 nChanged 69966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -16300507.000000 Penalty: 3863.740479
	Iteration 1F: 3 clusters Score -1.630051e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -16306291.000000 Penalty: 3863.740479
	Iteration 2F: 3 clusters Score -1.630629e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -16316003.000000 Penalty: 3863.740479
	Iteration 3F: 3 clusters Score -1.6316e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -16329269.000000 Penalty: 3863.740479
	Iteration 4F: 3 clusters Score -1.632927e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -16341229.000000 Penalty: 3863.740479
	Iteration 5F: 3 clusters Score -1.634123e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -16346713.000000 Penalty: 3863.740479
	Iteration 6F: 3 clusters Score -1.634671e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -16348050.000000 Penalty: 3863.740479
	Iteration 7Q: 3 clusters Score -1.634805e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -16348364.000000 Penalty: 3863.740479
	Iteration 8Q: 3 clusters Score -1.634836e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -16348418.000000 Penalty: 3863.740479
	Iteration 9Q: 3 clusters Score -1.634842e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -16348438.000000 Penalty: 3863.740479
	Iteration 10Q: 3 clusters Score -1.634844e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -16348457.000000 Penalty: 3863.740479
	Iteration 11Q: 3 clusters Score -1.634846e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -16348466.000000 Penalty: 3863.740479
	Iteration 12Q: 3 clusters Score -1.634847e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -16348484.000000 Penalty: 3863.740479
	Iteration 13Q: 3 clusters Score -1.634848e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -16348473.000000 Penalty: 3863.740479
	Iteration 14Q: 3 clusters Score -1.634847e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -16348474.000000 Penalty: 3863.740479
	Iteration 15Q: 3 clusters Score -1.634847e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -16348461.000000 Penalty: 3863.740479
	Iteration 16Q: 3 clusters Score -1.634846e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -16348472.000000 Penalty: 3863.740479
	Iteration 17Q: 3 clusters Score -1.634847e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -16348451.000000 Penalty: 3863.740479
	Iteration 18Q: 3 clusters Score -1.634845e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -16348483.000000 Penalty: 3863.740479
	Iteration 19Q: 3 clusters Score -1.634848e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -16348464.000000 Penalty: 3863.740479
	Iteration 20F: 3 clusters Score -1.634846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -16348480.000000 Penalty: 3863.740479
	Iteration 21Q: 3 clusters Score -1.634848e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -16348477.000000 Penalty: 3863.740479
	Iteration 22Q: 3 clusters Score -1.634848e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -16348439.000000 Penalty: 3863.740479
	Iteration 23Q: 3 clusters Score -1.634844e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -16348485.000000 Penalty: 3863.740479
	Iteration 24Q: 3 clusters Score -1.634848e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -16348496.000000 Penalty: 3863.740479
	Iteration 25Q: 3 clusters Score -1.63485e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -16348493.000000 Penalty: 3863.740479
	Iteration 26Q: 3 clusters Score -1.634849e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -16348470.000000 Penalty: 3863.740479
	Iteration 27Q: 3 clusters Score -1.634847e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -16348481.000000 Penalty: 3863.740479
	Iteration 28Q: 3 clusters Score -1.634848e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -16348483.000000 Penalty: 3863.740479
	Iteration 29Q: 3 clusters Score -1.634848e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -16348448.000000 Penalty: 3863.740479
	Iteration 30Q: 3 clusters Score -1.634845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -16348475.000000 Penalty: 3863.740479
	Iteration 31Q: 3 clusters Score -1.634848e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -16348461.000000 Penalty: 3863.740479
	Iteration 32Q: 3 clusters Score -1.634846e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -16348485.000000 Penalty: 3863.740479
	Iteration 33Q: 3 clusters Score -1.634848e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -16348474.000000 Penalty: 3863.740479
	Iteration 34Q: 3 clusters Score -1.634847e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -16348515.000000 Penalty: 3863.740479
	Iteration 35Q: 3 clusters Score -1.634852e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -16348510.000000 Penalty: 3863.740479
	Iteration 36Q: 3 clusters Score -1.634851e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -16348514.000000 Penalty: 3863.740479
	Iteration 37Q: 3 clusters Score -1.634851e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -16348448.000000 Penalty: 3863.740479
	Iteration 38Q: 3 clusters Score -1.634845e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -16348451.000000 Penalty: 3863.740479
	Iteration 39Q: 3 clusters Score -1.634845e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -16348441.000000 Penalty: 3863.740479
	Iteration 40F: 3 clusters Score -1.634844e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -16348461.000000 Penalty: 3863.740479
	Iteration 41Q: 3 clusters Score -1.634846e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -16348430.000000 Penalty: 3863.740479
	Iteration 42Q: 3 clusters Score -1.634843e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -16348428.000000 Penalty: 3863.740479
	Iteration 43Q: 3 clusters Score -1.634843e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -16348439.000000 Penalty: 3863.740479
	Iteration 44Q: 3 clusters Score -1.634844e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -16348485.000000 Penalty: 3863.740479
	Iteration 45Q: 3 clusters Score -1.634848e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -16348490.000000 Penalty: 3863.740479
	Iteration 46Q: 3 clusters Score -1.634849e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -16348496.000000 Penalty: 3863.740479
	Iteration 47Q: 3 clusters Score -1.63485e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -16348525.000000 Penalty: 3863.740479
	Iteration 48Q: 3 clusters Score -1.634852e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -16348475.000000 Penalty: 3863.740479
	Iteration 49Q: 3 clusters Score -1.634848e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -16348447.000000 Penalty: 3863.740479
	Iteration 50Q: 3 clusters Score -1.634845e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -16348487.000000 Penalty: 3863.740479
	Iteration 51Q: 3 clusters Score -1.634849e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -16348496.000000 Penalty: 3863.740479
	Iteration 52Q: 3 clusters Score -1.63485e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -16348535.000000 Penalty: 3863.740479
	Iteration 53Q: 3 clusters Score -1.634854e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -16348527.000000 Penalty: 3863.740479
	Iteration 54Q: 3 clusters Score -1.634853e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -16348517.000000 Penalty: 3863.740479
	Iteration 55Q: 3 clusters Score -1.634852e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -16348545.000000 Penalty: 3863.740479
	Iteration 56Q: 3 clusters Score -1.634854e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -16348628.000000 Penalty: 3863.740479
	Iteration 57Q: 3 clusters Score -1.634863e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -16348714.000000 Penalty: 3863.740479
	Iteration 58Q: 3 clusters Score -1.634871e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -16348806.000000 Penalty: 3863.740479
	Iteration 59Q: 3 clusters Score -1.634881e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -16348951.000000 Penalty: 3863.740479
	Iteration 60F: 3 clusters Score -1.634895e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -16349004.000000 Penalty: 3863.740479
	Iteration 61Q: 3 clusters Score -1.6349e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -16349168.000000 Penalty: 3863.740479
	Iteration 62Q: 3 clusters Score -1.634917e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -16349278.000000 Penalty: 3863.740479
	Iteration 63Q: 3 clusters Score -1.634928e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -16349474.000000 Penalty: 3863.740479
	Iteration 64Q: 3 clusters Score -1.634947e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -16349688.000000 Penalty: 3863.740479
	Iteration 65Q: 3 clusters Score -1.634969e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -16349781.000000 Penalty: 3863.740479
	Iteration 66Q: 3 clusters Score -1.634978e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -16349931.000000 Penalty: 3863.740479
	Iteration 67Q: 3 clusters Score -1.634993e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -16350051.000000 Penalty: 3863.740479
	Iteration 68Q: 3 clusters Score -1.635005e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -16350161.000000 Penalty: 3863.740479
	Iteration 69Q: 3 clusters Score -1.635016e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -16350244.000000 Penalty: 3863.740479
	Iteration 70Q: 3 clusters Score -1.635024e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -16350390.000000 Penalty: 3863.740479
	Iteration 71Q: 3 clusters Score -1.635039e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -16350448.000000 Penalty: 3863.740479
	Iteration 72Q: 3 clusters Score -1.635045e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -16350493.000000 Penalty: 3863.740479
	Iteration 73Q: 3 clusters Score -1.635049e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -16350557.000000 Penalty: 3863.740479
	Iteration 74Q: 3 clusters Score -1.635056e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -16350574.000000 Penalty: 3863.740479
	Iteration 75Q: 3 clusters Score -1.635057e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -16350574.000000 Penalty: 3863.740479
	Iteration 76Q: 3 clusters Score -1.635057e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -16350622.000000 Penalty: 3863.740479
	Iteration 77Q: 3 clusters Score -1.635062e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -16350639.000000 Penalty: 3863.740479
	Iteration 78Q: 3 clusters Score -1.635064e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -16350612.000000 Penalty: 3863.740479
	Iteration 79Q: 3 clusters Score -1.635061e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -16350618.000000 Penalty: 3863.740479
	Iteration 80F: 3 clusters Score -1.635062e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -16350604.000000 Penalty: 3863.740479
	Iteration 81Q: 3 clusters Score -1.63506e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -16350635.000000 Penalty: 3863.740479
	Iteration 82Q: 3 clusters Score -1.635064e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -16350624.000000 Penalty: 3863.740479
	Iteration 83Q: 3 clusters Score -1.635062e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -16350620.000000 Penalty: 3863.740479
	Iteration 84Q: 3 clusters Score -1.635062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -16350613.000000 Penalty: 3863.740479
	Iteration 85Q: 3 clusters Score -1.635061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -16350603.000000 Penalty: 3863.740479
	Iteration 86Q: 3 clusters Score -1.63506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -16350606.000000 Penalty: 3863.740479
	Iteration 87Q: 3 clusters Score -1.635061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -16350594.000000 Penalty: 3863.740479
	Iteration 88Q: 3 clusters Score -1.635059e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -16350604.000000 Penalty: 3863.740479
	Iteration 89Q: 3 clusters Score -1.63506e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -16350575.000000 Penalty: 3863.740479
	Iteration 90Q: 3 clusters Score -1.635058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -16350551.000000 Penalty: 3863.740479
	Iteration 91Q: 3 clusters Score -1.635055e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -16350546.000000 Penalty: 3863.740479
	Iteration 92Q: 3 clusters Score -1.635055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -16350564.000000 Penalty: 3863.740479
	Iteration 93Q: 3 clusters Score -1.635056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -16350534.000000 Penalty: 3863.740479
	Iteration 94Q: 3 clusters Score -1.635053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -16350538.000000 Penalty: 3863.740479
	Iteration 95Q: 3 clusters Score -1.635054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -16350542.000000 Penalty: 3863.740479
	Iteration 96Q: 3 clusters Score -1.635054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -16350553.000000 Penalty: 3863.740479
	Iteration 97Q: 3 clusters Score -1.635055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -16350535.000000 Penalty: 3863.740479
	Iteration 98Q: 3 clusters Score -1.635054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -16350538.000000 Penalty: 3863.740479
	Iteration 99Q: 3 clusters Score -1.635054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -16350550.000000 Penalty: 3863.740479
	Iteration 100F: 3 clusters Score -1.635055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -16350545.000000 Penalty: 3863.740479
	Iteration 101Q: 3 clusters Score -1.635054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -16350527.000000 Penalty: 3863.740479
	Iteration 102Q: 3 clusters Score -1.635053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -16350525.000000 Penalty: 3863.740479
	Iteration 103Q: 3 clusters Score -1.635052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110577 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -16350523.000000 Penalty: 3863.740479
	Iteration 104Q: 3 clusters Score -1.635052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -16350535.000000 Penalty: 3863.740479
	Iteration 105Q: 3 clusters Score -1.635054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -16350532.000000 Penalty: 3863.740479
	Iteration 106Q: 3 clusters Score -1.635053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -16350525.000000 Penalty: 3863.740479
	Iteration 107Q: 3 clusters Score -1.635052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -16350518.000000 Penalty: 3863.740479
	Iteration 108Q: 3 clusters Score -1.635052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -16350534.000000 Penalty: 3863.740479
	Iteration 109Q: 3 clusters Score -1.635053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -16350551.000000 Penalty: 3863.740479
	Iteration 110Q: 3 clusters Score -1.635055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -16350546.000000 Penalty: 3863.740479
	Iteration 111Q: 3 clusters Score -1.635055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -16350555.000000 Penalty: 3863.740479
	Iteration 112Q: 3 clusters Score -1.635056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -16350558.000000 Penalty: 3863.740479
	Iteration 113Q: 3 clusters Score -1.635056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -16350543.000000 Penalty: 3863.740479
	Iteration 114Q: 3 clusters Score -1.635054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -16350537.000000 Penalty: 3863.740479
	Iteration 115Q: 3 clusters Score -1.635054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -16350533.000000 Penalty: 3863.740479
	Iteration 116Q: 3 clusters Score -1.635053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -16350530.000000 Penalty: 3863.740479
	Iteration 117Q: 3 clusters Score -1.635053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -16350523.000000 Penalty: 3863.740479
	Iteration 118Q: 3 clusters Score -1.635052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110281 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -16350515.000000 Penalty: 3863.740479
	Iteration 119Q: 3 clusters Score -1.635052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -16350509.000000 Penalty: 3863.740479
	Iteration 120F: 3 clusters Score -1.635051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110241 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -16350524.000000 Penalty: 3863.740479
	Iteration 121Q: 3 clusters Score -1.635052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -16350533.000000 Penalty: 3863.740479
	Iteration 122Q: 3 clusters Score -1.635053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -16350532.000000 Penalty: 3863.740479
	Iteration 123Q: 3 clusters Score -1.635053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -16350517.000000 Penalty: 3863.740479
	Iteration 124Q: 3 clusters Score -1.635052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -16350500.000000 Penalty: 3863.740479
	Iteration 125Q: 3 clusters Score -1.63505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -16350490.000000 Penalty: 3863.740479
	Iteration 126Q: 3 clusters Score -1.635049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -16350489.000000 Penalty: 3863.740479
	Iteration 127Q: 3 clusters Score -1.635049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -16350504.000000 Penalty: 3863.740479
	Iteration 128Q: 3 clusters Score -1.63505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -16350501.000000 Penalty: 3863.740479
	Iteration 129Q: 3 clusters Score -1.63505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -16350513.000000 Penalty: 3863.740479
	Iteration 130Q: 3 clusters Score -1.635051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -16350500.000000 Penalty: 3863.740479
	Iteration 131Q: 3 clusters Score -1.63505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -16350501.000000 Penalty: 3863.740479
	Iteration 132Q: 3 clusters Score -1.63505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -16350491.000000 Penalty: 3863.740479
	Iteration 133Q: 3 clusters Score -1.635049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -16350503.000000 Penalty: 3863.740479
	Iteration 134Q: 3 clusters Score -1.63505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -16350482.000000 Penalty: 3863.740479
	Iteration 135Q: 3 clusters Score -1.635048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -16350481.000000 Penalty: 3863.740479
	Iteration 136Q: 3 clusters Score -1.635048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -16350485.000000 Penalty: 3863.740479
	Iteration 137Q: 3 clusters Score -1.635048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -16350491.000000 Penalty: 3863.740479
	Iteration 138Q: 3 clusters Score -1.635049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -16350482.000000 Penalty: 3863.740479
	Iteration 139Q: 3 clusters Score -1.635048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -16350476.000000 Penalty: 3863.740479
	Iteration 140F: 3 clusters Score -1.635048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -16350480.000000 Penalty: 3863.740479
	Iteration 141Q: 3 clusters Score -1.635048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -16350475.000000 Penalty: 3863.740479
	Iteration 142Q: 3 clusters Score -1.635048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -16350462.000000 Penalty: 3863.740479
	Iteration 143Q: 3 clusters Score -1.635046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -16350487.000000 Penalty: 3863.740479
	Iteration 144Q: 3 clusters Score -1.635049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -16350498.000000 Penalty: 3863.740479
	Iteration 145Q: 3 clusters Score -1.63505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -16350496.000000 Penalty: 3863.740479
	Iteration 146Q: 3 clusters Score -1.63505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -16350478.000000 Penalty: 3863.740479
	Iteration 147Q: 3 clusters Score -1.635048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109904 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -16350511.000000 Penalty: 3863.740479
	Iteration 148Q: 3 clusters Score -1.635051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -16350510.000000 Penalty: 3863.740479
	Iteration 149Q: 3 clusters Score -1.635051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -16350512.000000 Penalty: 3863.740479
	Iteration 150Q: 3 clusters Score -1.635051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -16350514.000000 Penalty: 3863.740479
	Iteration 151Q: 3 clusters Score -1.635051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -16350525.000000 Penalty: 3863.740479
	Iteration 152Q: 3 clusters Score -1.635052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -16350521.000000 Penalty: 3863.740479
	Iteration 153Q: 3 clusters Score -1.635052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -16350515.000000 Penalty: 3863.740479
	Iteration 154Q: 3 clusters Score -1.635052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -16350509.000000 Penalty: 3863.740479
	Iteration 155Q: 3 clusters Score -1.635051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -16350509.000000 Penalty: 3863.740479
	Iteration 156Q: 3 clusters Score -1.635051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -16350510.000000 Penalty: 3863.740479
	Iteration 157Q: 3 clusters Score -1.635051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -16350513.000000 Penalty: 3863.740479
	Iteration 158Q: 3 clusters Score -1.635051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -16350509.000000 Penalty: 3863.740479
	Iteration 159Q: 3 clusters Score -1.635051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -16350505.000000 Penalty: 3863.740479
	Iteration 160F: 3 clusters Score -1.63505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -16350495.000000 Penalty: 3863.740479
	Iteration 161Q: 3 clusters Score -1.63505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -16350495.000000 Penalty: 3863.740479
	Iteration 162Q: 3 clusters Score -1.63505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -16350506.000000 Penalty: 3863.740479
	Iteration 163Q: 3 clusters Score -1.635051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -16350498.000000 Penalty: 3863.740479
	Iteration 164Q: 3 clusters Score -1.63505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -16350492.000000 Penalty: 3863.740479
	Iteration 165Q: 3 clusters Score -1.635049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -16350492.000000 Penalty: 3863.740479
	Iteration 166Q: 3 clusters Score -1.635049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -16350502.000000 Penalty: 3863.740479
	Iteration 167Q: 3 clusters Score -1.63505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -16350501.000000 Penalty: 3863.740479
	Iteration 168Q: 3 clusters Score -1.63505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -16350489.000000 Penalty: 3863.740479
	Iteration 169Q: 3 clusters Score -1.635049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -16350498.000000 Penalty: 3863.740479
	Iteration 170Q: 3 clusters Score -1.63505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -16350483.000000 Penalty: 3863.740479
	Iteration 171Q: 3 clusters Score -1.635048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -16350494.000000 Penalty: 3863.740479
	Iteration 172Q: 3 clusters Score -1.635049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109575 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -16350482.000000 Penalty: 3863.740479
	Iteration 173Q: 3 clusters Score -1.635048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109554 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -16350494.000000 Penalty: 3863.740479
	Iteration 174Q: 3 clusters Score -1.635049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -16350488.000000 Penalty: 3863.740479
	Iteration 175Q: 3 clusters Score -1.635049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -16350494.000000 Penalty: 3863.740479
	Iteration 176Q: 3 clusters Score -1.635049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -16350505.000000 Penalty: 3863.740479
	Iteration 177Q: 3 clusters Score -1.63505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -16350473.000000 Penalty: 3863.740479
	Iteration 178Q: 3 clusters Score -1.635047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -16350465.000000 Penalty: 3863.740479
	Iteration 179Q: 3 clusters Score -1.635046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109453 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -16350462.000000 Penalty: 3863.740479
	Iteration 180F: 3 clusters Score -1.635046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -16350471.000000 Penalty: 3863.740479
	Iteration 181Q: 3 clusters Score -1.635047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -16350466.000000 Penalty: 3863.740479
	Iteration 182Q: 3 clusters Score -1.635047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -16350468.000000 Penalty: 3863.740479
	Iteration 183Q: 3 clusters Score -1.635047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109408 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -16350474.000000 Penalty: 3863.740479
	Iteration 184Q: 3 clusters Score -1.635047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -16350486.000000 Penalty: 3863.740479
	Iteration 185Q: 3 clusters Score -1.635049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -16350492.000000 Penalty: 3863.740479
	Iteration 186Q: 3 clusters Score -1.635049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -16350499.000000 Penalty: 3863.740479
	Iteration 187Q: 3 clusters Score -1.63505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -16350513.000000 Penalty: 3863.740479
	Iteration 188Q: 3 clusters Score -1.635051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -16350499.000000 Penalty: 3863.740479
	Iteration 189Q: 3 clusters Score -1.63505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -16350491.000000 Penalty: 3863.740479
	Iteration 190Q: 3 clusters Score -1.635049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -16350473.000000 Penalty: 3863.740479
	Iteration 191Q: 3 clusters Score -1.635047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -16350465.000000 Penalty: 3863.740479
	Iteration 192Q: 3 clusters Score -1.635046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -16350479.000000 Penalty: 3863.740479
	Iteration 193Q: 3 clusters Score -1.635048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -16350491.000000 Penalty: 3863.740479
	Iteration 194Q: 3 clusters Score -1.635049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -16350485.000000 Penalty: 3863.740479
	Iteration 195Q: 3 clusters Score -1.635048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -16350486.000000 Penalty: 3863.740479
	Iteration 196Q: 3 clusters Score -1.635049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -16350473.000000 Penalty: 3863.740479
	Iteration 197Q: 3 clusters Score -1.635047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -16350463.000000 Penalty: 3863.740479
	Iteration 198Q: 3 clusters Score -1.635046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -16350459.000000 Penalty: 3863.740479
	Iteration 199Q: 3 clusters Score -1.635046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -16350450.000000 Penalty: 3863.740479
	Iteration 200F: 3 clusters Score -1.635045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -16350438.000000 Penalty: 3863.740479
	Iteration 201Q: 3 clusters Score -1.635044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -16350448.000000 Penalty: 3863.740479
	Iteration 202Q: 3 clusters Score -1.635045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -16350437.000000 Penalty: 3863.740479
	Iteration 203Q: 3 clusters Score -1.635044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -16350436.000000 Penalty: 3863.740479
	Iteration 204Q: 3 clusters Score -1.635044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -16350411.000000 Penalty: 3863.740479
	Iteration 205Q: 3 clusters Score -1.635041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -16350401.000000 Penalty: 3863.740479
	Iteration 206Q: 3 clusters Score -1.63504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -16350407.000000 Penalty: 3863.740479
	Iteration 207Q: 3 clusters Score -1.635041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -16350416.000000 Penalty: 3863.740479
	Iteration 208Q: 3 clusters Score -1.635042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -16350409.000000 Penalty: 3863.740479
	Iteration 209Q: 3 clusters Score -1.635041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108880 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -16350405.000000 Penalty: 3863.740479
	Iteration 210Q: 3 clusters Score -1.63504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -16350415.000000 Penalty: 3863.740479
	Iteration 211Q: 3 clusters Score -1.635042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -16350394.000000 Penalty: 3863.740479
	Iteration 212Q: 3 clusters Score -1.635039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -16350408.000000 Penalty: 3863.740479
	Iteration 213Q: 3 clusters Score -1.635041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -16350393.000000 Penalty: 3863.740479
	Iteration 214Q: 3 clusters Score -1.635039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -16350405.000000 Penalty: 3863.740479
	Iteration 215Q: 3 clusters Score -1.63504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -16350393.000000 Penalty: 3863.740479
	Iteration 216Q: 3 clusters Score -1.635039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -16350385.000000 Penalty: 3863.740479
	Iteration 217Q: 3 clusters Score -1.635038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -16350382.000000 Penalty: 3863.740479
	Iteration 218Q: 3 clusters Score -1.635038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -16350370.000000 Penalty: 3863.740479
	Iteration 219Q: 3 clusters Score -1.635037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -16350373.000000 Penalty: 3863.740479
	Iteration 220F: 3 clusters Score -1.635037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -16350375.000000 Penalty: 3863.740479
	Iteration 221Q: 3 clusters Score -1.635038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -16350384.000000 Penalty: 3863.740479
	Iteration 222Q: 3 clusters Score -1.635038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -16350392.000000 Penalty: 3863.740479
	Iteration 223Q: 3 clusters Score -1.635039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -16350382.000000 Penalty: 3863.740479
	Iteration 224Q: 3 clusters Score -1.635038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -16350365.000000 Penalty: 3863.740479
	Iteration 225Q: 3 clusters Score -1.635036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -16350364.000000 Penalty: 3863.740479
	Iteration 226Q: 3 clusters Score -1.635036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -16350356.000000 Penalty: 3863.740479
	Iteration 227Q: 3 clusters Score -1.635036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -16350373.000000 Penalty: 3863.740479
	Iteration 228Q: 3 clusters Score -1.635037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -16350369.000000 Penalty: 3863.740479
	Iteration 229Q: 3 clusters Score -1.635037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -16350369.000000 Penalty: 3863.740479
	Iteration 230Q: 3 clusters Score -1.635037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -16350363.000000 Penalty: 3863.740479
	Iteration 231Q: 3 clusters Score -1.635036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -16350367.000000 Penalty: 3863.740479
	Iteration 232Q: 3 clusters Score -1.635037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -16350365.000000 Penalty: 3863.740479
	Iteration 233Q: 3 clusters Score -1.635036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -16350364.000000 Penalty: 3863.740479
	Iteration 234Q: 3 clusters Score -1.635036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -16350367.000000 Penalty: 3863.740479
	Iteration 235Q: 3 clusters Score -1.635037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -16350360.000000 Penalty: 3863.740479
	Iteration 236Q: 3 clusters Score -1.635036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -16350360.000000 Penalty: 3863.740479
	Iteration 237Q: 3 clusters Score -1.635036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -16350356.000000 Penalty: 3863.740479
	Iteration 238Q: 3 clusters Score -1.635036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -16350342.000000 Penalty: 3863.740479
	Iteration 239Q: 3 clusters Score -1.635034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -16350346.000000 Penalty: 3863.740479
	Iteration 240F: 3 clusters Score -1.635035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -16350355.000000 Penalty: 3863.740479
	Iteration 241Q: 3 clusters Score -1.635036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108619 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -16350362.000000 Penalty: 3863.740479
	Iteration 242Q: 3 clusters Score -1.635036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -16350360.000000 Penalty: 3863.740479
	Iteration 243Q: 3 clusters Score -1.635036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -16350355.000000 Penalty: 3863.740479
	Iteration 244Q: 3 clusters Score -1.635036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -16350361.000000 Penalty: 3863.740479
	Iteration 245Q: 3 clusters Score -1.635036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -16350348.000000 Penalty: 3863.740479
	Iteration 246Q: 3 clusters Score -1.635035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -16350340.000000 Penalty: 3863.740479
	Iteration 247Q: 3 clusters Score -1.635034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -16350350.000000 Penalty: 3863.740479
	Iteration 248Q: 3 clusters Score -1.635035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -16350345.000000 Penalty: 3863.740479
	Iteration 249Q: 3 clusters Score -1.635034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -16350353.000000 Penalty: 3863.740479
	Iteration 250Q: 3 clusters Score -1.635035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -16350359.000000 Penalty: 3863.740479
	Iteration 251Q: 3 clusters Score -1.635036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -16350351.000000 Penalty: 3863.740479
	Iteration 252Q: 3 clusters Score -1.635035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -16350343.000000 Penalty: 3863.740479
	Iteration 253Q: 3 clusters Score -1.635034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -16350347.000000 Penalty: 3863.740479
	Iteration 254Q: 3 clusters Score -1.635035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -16350351.000000 Penalty: 3863.740479
	Iteration 255Q: 3 clusters Score -1.635035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -16350344.000000 Penalty: 3863.740479
	Iteration 256Q: 3 clusters Score -1.635034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -16350340.000000 Penalty: 3863.740479
	Iteration 257Q: 3 clusters Score -1.635034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -16350349.000000 Penalty: 3863.740479
	Iteration 258Q: 3 clusters Score -1.635035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -16350345.000000 Penalty: 3863.740479
	Iteration 259Q: 3 clusters Score -1.635034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -16350348.000000 Penalty: 3863.740479
	Iteration 260F: 3 clusters Score -1.635035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -16350342.000000 Penalty: 3863.740479
	Iteration 261Q: 3 clusters Score -1.635034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -16350346.000000 Penalty: 3863.740479
	Iteration 262Q: 3 clusters Score -1.635035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -16350352.000000 Penalty: 3863.740479
	Iteration 263Q: 3 clusters Score -1.635035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -16350347.000000 Penalty: 3863.740479
	Iteration 264Q: 3 clusters Score -1.635035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -16350351.000000 Penalty: 3863.740479
	Iteration 265Q: 3 clusters Score -1.635035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108403 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -16350349.000000 Penalty: 3863.740479
	Iteration 266Q: 3 clusters Score -1.635035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108393 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -16350353.000000 Penalty: 3863.740479
	Iteration 267Q: 3 clusters Score -1.635035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -16350346.000000 Penalty: 3863.740479
	Iteration 268Q: 3 clusters Score -1.635035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -16350349.000000 Penalty: 3863.740479
	Iteration 269Q: 3 clusters Score -1.635035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -16350346.000000 Penalty: 3863.740479
	Iteration 270Q: 3 clusters Score -1.635035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -16350337.000000 Penalty: 3863.740479
	Iteration 271Q: 3 clusters Score -1.635034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -16350318.000000 Penalty: 3863.740479
	Iteration 272Q: 3 clusters Score -1.635032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -16350327.000000 Penalty: 3863.740479
	Iteration 273Q: 3 clusters Score -1.635033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -16350318.000000 Penalty: 3863.740479
	Iteration 274Q: 3 clusters Score -1.635032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -16350327.000000 Penalty: 3863.740479
	Iteration 275Q: 3 clusters Score -1.635033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -16350329.000000 Penalty: 3863.740479
	Iteration 276Q: 3 clusters Score -1.635033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -16350327.000000 Penalty: 3863.740479
	Iteration 277Q: 3 clusters Score -1.635033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108305 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -16350318.000000 Penalty: 3863.740479
	Iteration 278Q: 3 clusters Score -1.635032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -16350319.000000 Penalty: 3863.740479
	Iteration 279Q: 3 clusters Score -1.635032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -16350326.000000 Penalty: 3863.740479
	Iteration 280F: 3 clusters Score -1.635033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 82850 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 108303 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 37270 members 
Mstep: Class 8 contains 67882 members 
Mstep: Class 9 contains 4287 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 138498 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 16216 members 
Mstep: Class 21 contains 1648 members 
Entering Unmasked Estep 
Score: -64730224.000000 Penalty: 34528.816406
Splitting cluster 5 changes total score from -64730296.000000 to -64730224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -62457.570312 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -62457.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61373.386719 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -61373.39 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61609.980469 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -61609.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61786.339844 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -61786.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62154.339844 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -62154.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62583.449219 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -62583.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62798.773438 Penalty: 2100.991211
	Iteration 5F: 3 clusters Score -62798.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -62860.933594 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -62860.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62898.175781 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -62898.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -62905.035156 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -62905.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -62907.988281 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -62907.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -62910.203125 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -62910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62911.746094 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -62911.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62911.746094 Penalty: 2100.991211
	Iteration 12F: 3 clusters Score -62911.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 82850 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 145573 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 67882 members 
Mstep: Class 9 contains 4287 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 138498 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 16216 members 
Mstep: Class 21 contains 1648 members 
Entering Unmasked Estep 
Score: -64729740.000000 Penalty: 34528.816406
Splitting cluster 6 changes total score from -64730296.000000 to -64729740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (67882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Entering Unmasked Estep 
Score: -7723496.500000 Penalty: 1807.898071
	Iteration 0F: 2 clusters Score -7723496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -7678159.500000 Penalty: 3615.796143
	Iteration 0F: 3 clusters Score -7678160 nChanged 32042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -7695925.000000 Penalty: 3615.796143
	Iteration 1F: 3 clusters Score -7695925 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -7696300.500000 Penalty: 3615.796143
	Iteration 2Q: 3 clusters Score -7696300 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -7696651.500000 Penalty: 3615.796143
	Iteration 3Q: 3 clusters Score -7696652 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7697085.000000 Penalty: 3615.796143
	Iteration 4Q: 3 clusters Score -7697085 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -7697720.500000 Penalty: 3615.796143
	Iteration 5Q: 3 clusters Score -7697720 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7698766.500000 Penalty: 3615.796143
	Iteration 6Q: 3 clusters Score -7698766 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -7700320.000000 Penalty: 3615.796143
	Iteration 7Q: 3 clusters Score -7700320 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -7702751.500000 Penalty: 3615.796143
	Iteration 8F: 3 clusters Score -7702752 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -7706527.000000 Penalty: 3615.796143
	Iteration 9F: 3 clusters Score -7706527 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7711572.000000 Penalty: 3615.796143
	Iteration 10F: 3 clusters Score -7711572 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -7716389.000000 Penalty: 3615.796143
	Iteration 11F: 3 clusters Score -7716389 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -7719564.500000 Penalty: 3615.796143
	Iteration 12Q: 3 clusters Score -7719564 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -7721016.500000 Penalty: 3615.796143
	Iteration 13Q: 3 clusters Score -7721016 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -7721528.000000 Penalty: 3615.796143
	Iteration 14Q: 3 clusters Score -7721528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -7721699.000000 Penalty: 3615.796143
	Iteration 15Q: 3 clusters Score -7721699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -7721802.500000 Penalty: 3615.796143
	Iteration 16Q: 3 clusters Score -7721802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -7721844.000000 Penalty: 3615.796143
	Iteration 17Q: 3 clusters Score -7721844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -7721867.500000 Penalty: 3615.796143
	Iteration 18Q: 3 clusters Score -7721868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -7721876.500000 Penalty: 3615.796143
	Iteration 19Q: 3 clusters Score -7721876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -7721884.000000 Penalty: 3615.796143
	Iteration 20F: 3 clusters Score -7721884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -7721883.500000 Penalty: 3615.796143
	Iteration 21Q: 3 clusters Score -7721884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -7721895.000000 Penalty: 3615.796143
	Iteration 22Q: 3 clusters Score -7721895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -7721900.500000 Penalty: 3615.796143
	Iteration 23Q: 3 clusters Score -7721900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -7721911.000000 Penalty: 3615.796143
	Iteration 24Q: 3 clusters Score -7721911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -7721919.000000 Penalty: 3615.796143
	Iteration 25Q: 3 clusters Score -7721919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -7721919.000000 Penalty: 3615.796143
	Iteration 26Q: 3 clusters Score -7721919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -7721917.500000 Penalty: 3615.796143
	Iteration 27Q: 3 clusters Score -7721918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -7721915.000000 Penalty: 3615.796143
	Iteration 28Q: 3 clusters Score -7721915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -7721915.000000 Penalty: 3615.796143
	Iteration 29F: 3 clusters Score -7721915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -478973.437500 Penalty: 1359.043091
	Iteration 0F: 2 clusters Score -478973.4 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 2123 members 
Entering Unmasked Estep 
Score: -475397.187500 Penalty: 2718.086182
	Iteration 0F: 3 clusters Score -475397.2 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -476382.000000 Penalty: 2718.086182
	Iteration 1F: 3 clusters Score -476382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -476533.562500 Penalty: 2718.086182
	Iteration 2F: 3 clusters Score -476533.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -476626.812500 Penalty: 2718.086182
	Iteration 3F: 3 clusters Score -476626.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476696.937500 Penalty: 2718.086182
	Iteration 4Q: 3 clusters Score -476696.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -476747.062500 Penalty: 2718.086182
	Iteration 5Q: 3 clusters Score -476747.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -476786.750000 Penalty: 2718.086182
	Iteration 6Q: 3 clusters Score -476786.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -476822.375000 Penalty: 2718.086182
	Iteration 7Q: 3 clusters Score -476822.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -476845.562500 Penalty: 2718.086182
	Iteration 8Q: 3 clusters Score -476845.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -476877.062500 Penalty: 2718.086182
	Iteration 9Q: 3 clusters Score -476877.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -476908.781250 Penalty: 2718.086182
	Iteration 10Q: 3 clusters Score -476908.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -476938.093750 Penalty: 2718.086182
	Iteration 11Q: 3 clusters Score -476938.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -476971.875000 Penalty: 2718.086182
	Iteration 12Q: 3 clusters Score -476971.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -477003.562500 Penalty: 2718.086182
	Iteration 13Q: 3 clusters Score -477003.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -477033.437500 Penalty: 2718.086182
	Iteration 14Q: 3 clusters Score -477033.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -477068.250000 Penalty: 2718.086182
	Iteration 15Q: 3 clusters Score -477068.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -477108.281250 Penalty: 2718.086182
	Iteration 16Q: 3 clusters Score -477108.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -477147.156250 Penalty: 2718.086182
	Iteration 17Q: 3 clusters Score -477147.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -477181.843750 Penalty: 2718.086182
	Iteration 18Q: 3 clusters Score -477181.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -477217.187500 Penalty: 2718.086182
	Iteration 19Q: 3 clusters Score -477217.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -477261.812500 Penalty: 2718.086182
	Iteration 20F: 3 clusters Score -477261.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -477298.562500 Penalty: 2718.086182
	Iteration 21Q: 3 clusters Score -477298.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -477331.812500 Penalty: 2718.086182
	Iteration 22Q: 3 clusters Score -477331.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -477370.437500 Penalty: 2718.086182
	Iteration 23Q: 3 clusters Score -477370.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -477407.656250 Penalty: 2718.086182
	Iteration 24Q: 3 clusters Score -477407.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -477435.000000 Penalty: 2718.086182
	Iteration 25Q: 3 clusters Score -477435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -477465.250000 Penalty: 2718.086182
	Iteration 26Q: 3 clusters Score -477465.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -477503.500000 Penalty: 2718.086182
	Iteration 27Q: 3 clusters Score -477503.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -477534.000000 Penalty: 2718.086182
	Iteration 28Q: 3 clusters Score -477534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -477556.125000 Penalty: 2718.086182
	Iteration 29Q: 3 clusters Score -477556.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -477577.812500 Penalty: 2718.086182
	Iteration 30Q: 3 clusters Score -477577.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -477593.500000 Penalty: 2718.086182
	Iteration 31Q: 3 clusters Score -477593.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -477606.125000 Penalty: 2718.086182
	Iteration 32Q: 3 clusters Score -477606.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -477620.218750 Penalty: 2718.086182
	Iteration 33Q: 3 clusters Score -477620.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -477632.781250 Penalty: 2718.086182
	Iteration 34Q: 3 clusters Score -477632.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -477644.218750 Penalty: 2718.086182
	Iteration 35Q: 3 clusters Score -477644.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -477655.031250 Penalty: 2718.086182
	Iteration 36Q: 3 clusters Score -477655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -477665.125000 Penalty: 2718.086182
	Iteration 37Q: 3 clusters Score -477665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -477673.031250 Penalty: 2718.086182
	Iteration 38Q: 3 clusters Score -477673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -477677.562500 Penalty: 2718.086182
	Iteration 39Q: 3 clusters Score -477677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -477680.843750 Penalty: 2718.086182
	Iteration 40F: 3 clusters Score -477680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -477681.937500 Penalty: 2718.086182
	Iteration 41Q: 3 clusters Score -477681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -477684.500000 Penalty: 2718.086182
	Iteration 42Q: 3 clusters Score -477684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -477687.312500 Penalty: 2718.086182
	Iteration 43Q: 3 clusters Score -477687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -477688.968750 Penalty: 2718.086182
	Iteration 44Q: 3 clusters Score -477689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -477690.500000 Penalty: 2718.086182
	Iteration 45Q: 3 clusters Score -477690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -477692.250000 Penalty: 2718.086182
	Iteration 46Q: 3 clusters Score -477692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -477695.906250 Penalty: 2718.086182
	Iteration 47Q: 3 clusters Score -477695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -477696.687500 Penalty: 2718.086182
	Iteration 48Q: 3 clusters Score -477696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -477699.781250 Penalty: 2718.086182
	Iteration 49Q: 3 clusters Score -477699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -477705.187500 Penalty: 2718.086182
	Iteration 50Q: 3 clusters Score -477705.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -477709.593750 Penalty: 2718.086182
	Iteration 51Q: 3 clusters Score -477709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -477709.781250 Penalty: 2718.086182
	Iteration 52Q: 3 clusters Score -477709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -477713.781250 Penalty: 2718.086182
	Iteration 53Q: 3 clusters Score -477713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -477716.031250 Penalty: 2718.086182
	Iteration 54Q: 3 clusters Score -477716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -477718.343750 Penalty: 2718.086182
	Iteration 55Q: 3 clusters Score -477718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -477720.750000 Penalty: 2718.086182
	Iteration 56Q: 3 clusters Score -477720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -477722.437500 Penalty: 2718.086182
	Iteration 57Q: 3 clusters Score -477722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -477726.687500 Penalty: 2718.086182
	Iteration 58Q: 3 clusters Score -477726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -477729.656250 Penalty: 2718.086182
	Iteration 59Q: 3 clusters Score -477729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -477732.750000 Penalty: 2718.086182
	Iteration 60F: 3 clusters Score -477732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -477736.625000 Penalty: 2718.086182
	Iteration 61Q: 3 clusters Score -477736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -477738.156250 Penalty: 2718.086182
	Iteration 62Q: 3 clusters Score -477738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -477741.250000 Penalty: 2718.086182
	Iteration 63Q: 3 clusters Score -477741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -477741.750000 Penalty: 2718.086182
	Iteration 64Q: 3 clusters Score -477741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -477743.093750 Penalty: 2718.086182
	Iteration 65Q: 3 clusters Score -477743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -477744.562500 Penalty: 2718.086182
	Iteration 66Q: 3 clusters Score -477744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -477744.750000 Penalty: 2718.086182
	Iteration 67Q: 3 clusters Score -477744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -477745.843750 Penalty: 2718.086182
	Iteration 68Q: 3 clusters Score -477745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -477746.656250 Penalty: 2718.086182
	Iteration 69Q: 3 clusters Score -477746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -477748.156250 Penalty: 2718.086182
	Iteration 70Q: 3 clusters Score -477748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -477749.125000 Penalty: 2718.086182
	Iteration 71Q: 3 clusters Score -477749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -477750.468750 Penalty: 2718.086182
	Iteration 72Q: 3 clusters Score -477750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -477751.843750 Penalty: 2718.086182
	Iteration 73Q: 3 clusters Score -477751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -477751.906250 Penalty: 2718.086182
	Iteration 74Q: 3 clusters Score -477751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -477752.812500 Penalty: 2718.086182
	Iteration 75Q: 3 clusters Score -477752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -477752.875000 Penalty: 2718.086182
	Iteration 76Q: 3 clusters Score -477752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -477753.531250 Penalty: 2718.086182
	Iteration 77Q: 3 clusters Score -477753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -477753.375000 Penalty: 2718.086182
	Iteration 78Q: 3 clusters Score -477753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -477753.875000 Penalty: 2718.086182
	Iteration 79Q: 3 clusters Score -477753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -477753.875000 Penalty: 2718.086182
	Iteration 80F: 3 clusters Score -477753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -150670.828125 Penalty: 1178.918823
	Iteration 0F: 2 clusters Score -150670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -148926.203125 Penalty: 2357.837646
	Iteration 0F: 3 clusters Score -148926.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149267.468750 Penalty: 2357.837646
	Iteration 1F: 3 clusters Score -149267.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -149348.281250 Penalty: 2357.837646
	Iteration 2F: 3 clusters Score -149348.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -149405.359375 Penalty: 2357.837646
	Iteration 3Q: 3 clusters Score -149405.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -149441.546875 Penalty: 2357.837646
	Iteration 4Q: 3 clusters Score -149441.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -149462.171875 Penalty: 2357.837646
	Iteration 5Q: 3 clusters Score -149462.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149477.546875 Penalty: 2357.837646
	Iteration 6Q: 3 clusters Score -149477.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -149484.796875 Penalty: 2357.837646
	Iteration 7Q: 3 clusters Score -149484.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149490.750000 Penalty: 2357.837646
	Iteration 8Q: 3 clusters Score -149490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149496.375000 Penalty: 2357.837646
	Iteration 9Q: 3 clusters Score -149496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149501.203125 Penalty: 2357.837646
	Iteration 10Q: 3 clusters Score -149501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -149501.828125 Penalty: 2357.837646
	Iteration 11Q: 3 clusters Score -149501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -149502.906250 Penalty: 2357.837646
	Iteration 12Q: 3 clusters Score -149502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149506.515625 Penalty: 2357.837646
	Iteration 13Q: 3 clusters Score -149506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -149510.078125 Penalty: 2357.837646
	Iteration 14Q: 3 clusters Score -149510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -149511.390625 Penalty: 2357.837646
	Iteration 15Q: 3 clusters Score -149511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149513.500000 Penalty: 2357.837646
	Iteration 16Q: 3 clusters Score -149513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149516.046875 Penalty: 2357.837646
	Iteration 17Q: 3 clusters Score -149516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149516.875000 Penalty: 2357.837646
	Iteration 18Q: 3 clusters Score -149516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -149517.140625 Penalty: 2357.837646
	Iteration 19Q: 3 clusters Score -149517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -149517.140625 Penalty: 2357.837646
	Iteration 20F: 3 clusters Score -149517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138498 members 
Entering Unmasked Estep 
Score: -15631615.000000 Penalty: 1923.774414
	Iteration 0F: 2 clusters Score -1.563162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -15540888.000000 Penalty: 3847.548828
	Iteration 0F: 3 clusters Score -1.554089e+07 nChanged 66628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -15580125.000000 Penalty: 3847.548828
	Iteration 1F: 3 clusters Score -1.558012e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -15581369.000000 Penalty: 3847.548828
	Iteration 2Q: 3 clusters Score -1.558137e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -15583274.000000 Penalty: 3847.548828
	Iteration 3Q: 3 clusters Score -1.558327e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -15586090.000000 Penalty: 3847.548828
	Iteration 4Q: 3 clusters Score -1.558609e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -15590875.000000 Penalty: 3847.548828
	Iteration 5F: 3 clusters Score -1.559088e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -15598257.000000 Penalty: 3847.548828
	Iteration 6F: 3 clusters Score -1.559826e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -15607117.000000 Penalty: 3847.548828
	Iteration 7F: 3 clusters Score -1.560712e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -15615149.000000 Penalty: 3847.548828
	Iteration 8F: 3 clusters Score -1.561515e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -15620778.000000 Penalty: 3847.548828
	Iteration 9Q: 3 clusters Score -1.562078e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -15624104.000000 Penalty: 3847.548828
	Iteration 10Q: 3 clusters Score -1.56241e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -15625872.000000 Penalty: 3847.548828
	Iteration 11Q: 3 clusters Score -1.562587e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 130821 members 
Entering Unmasked Estep 
Score: -15627076.000000 Penalty: 3847.548828
	Iteration 12Q: 3 clusters Score -1.562708e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -15628011.000000 Penalty: 3847.548828
	Iteration 13Q: 3 clusters Score -1.562801e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 133275 members 
Entering Unmasked Estep 
Score: -15628636.000000 Penalty: 3847.548828
	Iteration 14Q: 3 clusters Score -1.562864e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -15629152.000000 Penalty: 3847.548828
	Iteration 15Q: 3 clusters Score -1.562915e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -15629526.000000 Penalty: 3847.548828
	Iteration 16Q: 3 clusters Score -1.562953e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 135229 members 
Entering Unmasked Estep 
Score: -15629731.000000 Penalty: 3847.548828
	Iteration 17Q: 3 clusters Score -1.562973e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -15629872.000000 Penalty: 3847.548828
	Iteration 18Q: 3 clusters Score -1.562987e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 135865 members 
Entering Unmasked Estep 
Score: -15630012.000000 Penalty: 3847.548828
	Iteration 19Q: 3 clusters Score -1.563001e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 136092 members 
Entering Unmasked Estep 
Score: -15630101.000000 Penalty: 3847.548828
	Iteration 20F: 3 clusters Score -1.56301e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -15630187.000000 Penalty: 3847.548828
	Iteration 21Q: 3 clusters Score -1.563019e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -15630285.000000 Penalty: 3847.548828
	Iteration 22Q: 3 clusters Score -1.563028e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 136532 members 
Entering Unmasked Estep 
Score: -15630384.000000 Penalty: 3847.548828
	Iteration 23Q: 3 clusters Score -1.563038e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -15630472.000000 Penalty: 3847.548828
	Iteration 24Q: 3 clusters Score -1.563047e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 136685 members 
Entering Unmasked Estep 
Score: -15630573.000000 Penalty: 3847.548828
	Iteration 25Q: 3 clusters Score -1.563057e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 136729 members 
Entering Unmasked Estep 
Score: -15630647.000000 Penalty: 3847.548828
	Iteration 26Q: 3 clusters Score -1.563065e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -15630689.000000 Penalty: 3847.548828
	Iteration 27Q: 3 clusters Score -1.563069e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -15630713.000000 Penalty: 3847.548828
	Iteration 28Q: 3 clusters Score -1.563071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -15630748.000000 Penalty: 3847.548828
	Iteration 29Q: 3 clusters Score -1.563075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 136790 members 
Entering Unmasked Estep 
Score: -15630775.000000 Penalty: 3847.548828
	Iteration 30Q: 3 clusters Score -1.563078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -15630806.000000 Penalty: 3847.548828
	Iteration 31Q: 3 clusters Score -1.563081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -15630803.000000 Penalty: 3847.548828
	Iteration 32Q: 3 clusters Score -1.56308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -15630827.000000 Penalty: 3847.548828
	Iteration 33Q: 3 clusters Score -1.563083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 136773 members 
Entering Unmasked Estep 
Score: -15630832.000000 Penalty: 3847.548828
	Iteration 34Q: 3 clusters Score -1.563083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -15630825.000000 Penalty: 3847.548828
	Iteration 35Q: 3 clusters Score -1.563082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -15630836.000000 Penalty: 3847.548828
	Iteration 36Q: 3 clusters Score -1.563084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -15630858.000000 Penalty: 3847.548828
	Iteration 37Q: 3 clusters Score -1.563086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -15630855.000000 Penalty: 3847.548828
	Iteration 38Q: 3 clusters Score -1.563086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -15630866.000000 Penalty: 3847.548828
	Iteration 39Q: 3 clusters Score -1.563087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -15630855.000000 Penalty: 3847.548828
	Iteration 40F: 3 clusters Score -1.563086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -15630853.000000 Penalty: 3847.548828
	Iteration 41Q: 3 clusters Score -1.563085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -15630860.000000 Penalty: 3847.548828
	Iteration 42Q: 3 clusters Score -1.563086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 136746 members 
Entering Unmasked Estep 
Score: -15630859.000000 Penalty: 3847.548828
	Iteration 43Q: 3 clusters Score -1.563086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -15630861.000000 Penalty: 3847.548828
	Iteration 44Q: 3 clusters Score -1.563086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -15630849.000000 Penalty: 3847.548828
	Iteration 45Q: 3 clusters Score -1.563085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -15630854.000000 Penalty: 3847.548828
	Iteration 46Q: 3 clusters Score -1.563085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -15630857.000000 Penalty: 3847.548828
	Iteration 47Q: 3 clusters Score -1.563086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -15630855.000000 Penalty: 3847.548828
	Iteration 48Q: 3 clusters Score -1.563086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -15630859.000000 Penalty: 3847.548828
	Iteration 49Q: 3 clusters Score -1.563086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -15630868.000000 Penalty: 3847.548828
	Iteration 50Q: 3 clusters Score -1.563087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -15630881.000000 Penalty: 3847.548828
	Iteration 51Q: 3 clusters Score -1.563088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -15630879.000000 Penalty: 3847.548828
	Iteration 52Q: 3 clusters Score -1.563088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -15630877.000000 Penalty: 3847.548828
	Iteration 53Q: 3 clusters Score -1.563088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -15630870.000000 Penalty: 3847.548828
	Iteration 54Q: 3 clusters Score -1.563087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -15630866.000000 Penalty: 3847.548828
	Iteration 55Q: 3 clusters Score -1.563087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -15630869.000000 Penalty: 3847.548828
	Iteration 56Q: 3 clusters Score -1.563087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 136729 members 
Entering Unmasked Estep 
Score: -15630868.000000 Penalty: 3847.548828
	Iteration 57Q: 3 clusters Score -1.563087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -15630871.000000 Penalty: 3847.548828
	Iteration 58Q: 3 clusters Score -1.563087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 136727 members 
Entering Unmasked Estep 
Score: -15630871.000000 Penalty: 3847.548828
	Iteration 59Q: 3 clusters Score -1.563087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -15630873.000000 Penalty: 3847.548828
	Iteration 60F: 3 clusters Score -1.563087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Entering Unmasked Estep 
Score: -1594783.875000 Penalty: 1558.975708
	Iteration 0F: 2 clusters Score -1594784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1584550.750000 Penalty: 3117.951416
	Iteration 0F: 3 clusters Score -1584551 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1588100.375000 Penalty: 3117.951416
	Iteration 1F: 3 clusters Score -1588100 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1588587.625000 Penalty: 3117.951416
	Iteration 2F: 3 clusters Score -1588588 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1589227.125000 Penalty: 3117.951416
	Iteration 3F: 3 clusters Score -1589227 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1590100.625000 Penalty: 3117.951416
	Iteration 4F: 3 clusters Score -1590101 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1590953.625000 Penalty: 3117.951416
	Iteration 5F: 3 clusters Score -1590954 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1591677.875000 Penalty: 3117.951416
	Iteration 6F: 3 clusters Score -1591678 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1592192.750000 Penalty: 3117.951416
	Iteration 7F: 3 clusters Score -1592193 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1592546.000000 Penalty: 3117.951416
	Iteration 8Q: 3 clusters Score -1592546 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1592815.750000 Penalty: 3117.951416
	Iteration 9Q: 3 clusters Score -1592816 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1593023.375000 Penalty: 3117.951416
	Iteration 10Q: 3 clusters Score -1593023 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1593211.750000 Penalty: 3117.951416
	Iteration 11Q: 3 clusters Score -1593212 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1593401.000000 Penalty: 3117.951416
	Iteration 12Q: 3 clusters Score -1593401 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1593607.750000 Penalty: 3117.951416
	Iteration 13Q: 3 clusters Score -1593608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1593784.125000 Penalty: 3117.951416
	Iteration 14Q: 3 clusters Score -1593784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1593871.875000 Penalty: 3117.951416
	Iteration 15Q: 3 clusters Score -1593872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1593931.750000 Penalty: 3117.951416
	Iteration 16Q: 3 clusters Score -1593932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1593973.875000 Penalty: 3117.951416
	Iteration 17Q: 3 clusters Score -1593974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1594001.375000 Penalty: 3117.951416
	Iteration 18Q: 3 clusters Score -1594001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1594022.875000 Penalty: 3117.951416
	Iteration 19Q: 3 clusters Score -1594023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1594036.250000 Penalty: 3117.951416
	Iteration 20F: 3 clusters Score -1594036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1594050.250000 Penalty: 3117.951416
	Iteration 21Q: 3 clusters Score -1594050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1594060.000000 Penalty: 3117.951416
	Iteration 22Q: 3 clusters Score -1594060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1594074.000000 Penalty: 3117.951416
	Iteration 23Q: 3 clusters Score -1594074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1594077.750000 Penalty: 3117.951416
	Iteration 24Q: 3 clusters Score -1594078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1594087.250000 Penalty: 3117.951416
	Iteration 25Q: 3 clusters Score -1594087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1594094.750000 Penalty: 3117.951416
	Iteration 26Q: 3 clusters Score -1594095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1594107.500000 Penalty: 3117.951416
	Iteration 27Q: 3 clusters Score -1594108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1594116.125000 Penalty: 3117.951416
	Iteration 28Q: 3 clusters Score -1594116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1594124.250000 Penalty: 3117.951416
	Iteration 29Q: 3 clusters Score -1594124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1594125.500000 Penalty: 3117.951416
	Iteration 30Q: 3 clusters Score -1594126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1594127.625000 Penalty: 3117.951416
	Iteration 31Q: 3 clusters Score -1594128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1594129.875000 Penalty: 3117.951416
	Iteration 32Q: 3 clusters Score -1594130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1594128.875000 Penalty: 3117.951416
	Iteration 33Q: 3 clusters Score -1594129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1594132.250000 Penalty: 3117.951416
	Iteration 34Q: 3 clusters Score -1594132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1594134.375000 Penalty: 3117.951416
	Iteration 35Q: 3 clusters Score -1594134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1594132.375000 Penalty: 3117.951416
	Iteration 36Q: 3 clusters Score -1594132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1594134.250000 Penalty: 3117.951416
	Iteration 37Q: 3 clusters Score -1594134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1594136.250000 Penalty: 3117.951416
	Iteration 38Q: 3 clusters Score -1594136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1594138.000000 Penalty: 3117.951416
	Iteration 39Q: 3 clusters Score -1594138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1594138.125000 Penalty: 3117.951416
	Iteration 40F: 3 clusters Score -1594138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1594138.625000 Penalty: 3117.951416
	Iteration 41Q: 3 clusters Score -1594139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1594137.625000 Penalty: 3117.951416
	Iteration 42Q: 3 clusters Score -1594138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1594138.000000 Penalty: 3117.951416
	Iteration 43Q: 3 clusters Score -1594138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1594142.125000 Penalty: 3117.951416
	Iteration 44Q: 3 clusters Score -1594142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1594139.000000 Penalty: 3117.951416
	Iteration 45Q: 3 clusters Score -1594139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1594141.000000 Penalty: 3117.951416
	Iteration 46Q: 3 clusters Score -1594141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1594138.500000 Penalty: 3117.951416
	Iteration 47Q: 3 clusters Score -1594138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1594141.375000 Penalty: 3117.951416
	Iteration 48Q: 3 clusters Score -1594141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1594144.875000 Penalty: 3117.951416
	Iteration 49Q: 3 clusters Score -1594145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1594147.250000 Penalty: 3117.951416
	Iteration 50Q: 3 clusters Score -1594147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1594148.250000 Penalty: 3117.951416
	Iteration 51Q: 3 clusters Score -1594148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1594146.125000 Penalty: 3117.951416
	Iteration 52Q: 3 clusters Score -1594146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1594148.000000 Penalty: 3117.951416
	Iteration 53Q: 3 clusters Score -1594148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1594148.500000 Penalty: 3117.951416
	Iteration 54Q: 3 clusters Score -1594148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1594148.750000 Penalty: 3117.951416
	Iteration 55Q: 3 clusters Score -1594149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1594149.875000 Penalty: 3117.951416
	Iteration 56Q: 3 clusters Score -1594150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1594148.750000 Penalty: 3117.951416
	Iteration 57Q: 3 clusters Score -1594149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1594151.500000 Penalty: 3117.951416
	Iteration 58Q: 3 clusters Score -1594152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1594149.125000 Penalty: 3117.951416
	Iteration 59Q: 3 clusters Score -1594149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1594148.250000 Penalty: 3117.951416
	Iteration 60F: 3 clusters Score -1594148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1594150.875000 Penalty: 3117.951416
	Iteration 61Q: 3 clusters Score -1594151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1594150.875000 Penalty: 3117.951416
	Iteration 62F: 3 clusters Score -1594151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Entering Unmasked Estep 
Score: -2059766.750000 Penalty: 1595.555176
	Iteration 0F: 2 clusters Score -2059767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2047155.750000 Penalty: 3191.110352
	Iteration 0F: 3 clusters Score -2047156 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2051598.875000 Penalty: 3191.110352
	Iteration 1F: 3 clusters Score -2051599 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2051874.250000 Penalty: 3191.110352
	Iteration 2Q: 3 clusters Score -2051874 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2052155.875000 Penalty: 3191.110352
	Iteration 3Q: 3 clusters Score -2052156 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2052366.125000 Penalty: 3191.110352
	Iteration 4Q: 3 clusters Score -2052366 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2052529.625000 Penalty: 3191.110352
	Iteration 5Q: 3 clusters Score -2052530 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2052683.375000 Penalty: 3191.110352
	Iteration 6Q: 3 clusters Score -2052683 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2052842.500000 Penalty: 3191.110352
	Iteration 7Q: 3 clusters Score -2052842 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2053037.750000 Penalty: 3191.110352
	Iteration 8Q: 3 clusters Score -2053038 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2053268.375000 Penalty: 3191.110352
	Iteration 9Q: 3 clusters Score -2053268 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2053581.750000 Penalty: 3191.110352
	Iteration 10Q: 3 clusters Score -2053582 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2054008.750000 Penalty: 3191.110352
	Iteration 11Q: 3 clusters Score -2054009 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2054591.000000 Penalty: 3191.110352
	Iteration 12Q: 3 clusters Score -2054591 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2055419.250000 Penalty: 3191.110352
	Iteration 13F: 3 clusters Score -2055419 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2056230.250000 Penalty: 3191.110352
	Iteration 14F: 3 clusters Score -2056230 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2056803.000000 Penalty: 3191.110352
	Iteration 15Q: 3 clusters Score -2056803 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2057129.000000 Penalty: 3191.110352
	Iteration 16Q: 3 clusters Score -2057129 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2057349.625000 Penalty: 3191.110352
	Iteration 17Q: 3 clusters Score -2057350 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2057533.875000 Penalty: 3191.110352
	Iteration 18Q: 3 clusters Score -2057534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2057713.750000 Penalty: 3191.110352
	Iteration 19Q: 3 clusters Score -2057714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2057856.500000 Penalty: 3191.110352
	Iteration 20F: 3 clusters Score -2057856 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2057947.250000 Penalty: 3191.110352
	Iteration 21Q: 3 clusters Score -2057947 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2058031.250000 Penalty: 3191.110352
	Iteration 22Q: 3 clusters Score -2058031 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2058081.000000 Penalty: 3191.110352
	Iteration 23Q: 3 clusters Score -2058081 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2058116.000000 Penalty: 3191.110352
	Iteration 24Q: 3 clusters Score -2058116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2058141.625000 Penalty: 3191.110352
	Iteration 25Q: 3 clusters Score -2058142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2058160.750000 Penalty: 3191.110352
	Iteration 26Q: 3 clusters Score -2058161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2058179.125000 Penalty: 3191.110352
	Iteration 27Q: 3 clusters Score -2058179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2058191.500000 Penalty: 3191.110352
	Iteration 28Q: 3 clusters Score -2058192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2058199.375000 Penalty: 3191.110352
	Iteration 29Q: 3 clusters Score -2058199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2058209.125000 Penalty: 3191.110352
	Iteration 30Q: 3 clusters Score -2058209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2058211.500000 Penalty: 3191.110352
	Iteration 31Q: 3 clusters Score -2058212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2058213.000000 Penalty: 3191.110352
	Iteration 32Q: 3 clusters Score -2058213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2058217.500000 Penalty: 3191.110352
	Iteration 33Q: 3 clusters Score -2058218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2058218.500000 Penalty: 3191.110352
	Iteration 34Q: 3 clusters Score -2058218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2058222.625000 Penalty: 3191.110352
	Iteration 35Q: 3 clusters Score -2058223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2058218.500000 Penalty: 3191.110352
	Iteration 36Q: 3 clusters Score -2058218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2058218.750000 Penalty: 3191.110352
	Iteration 37Q: 3 clusters Score -2058219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2058219.375000 Penalty: 3191.110352
	Iteration 38Q: 3 clusters Score -2058219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2058222.000000 Penalty: 3191.110352
	Iteration 39Q: 3 clusters Score -2058222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2058221.375000 Penalty: 3191.110352
	Iteration 40F: 3 clusters Score -2058221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2058219.500000 Penalty: 3191.110352
	Iteration 41Q: 3 clusters Score -2058220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2058219.250000 Penalty: 3191.110352
	Iteration 42Q: 3 clusters Score -2058219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2058217.625000 Penalty: 3191.110352
	Iteration 43Q: 3 clusters Score -2058218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2058220.625000 Penalty: 3191.110352
	Iteration 44Q: 3 clusters Score -2058221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2058215.250000 Penalty: 3191.110352
	Iteration 45Q: 3 clusters Score -2058215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2058216.750000 Penalty: 3191.110352
	Iteration 46Q: 3 clusters Score -2058217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2058218.375000 Penalty: 3191.110352
	Iteration 47Q: 3 clusters Score -2058218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2058223.625000 Penalty: 3191.110352
	Iteration 48Q: 3 clusters Score -2058224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2058222.875000 Penalty: 3191.110352
	Iteration 49Q: 3 clusters Score -2058223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2058226.875000 Penalty: 3191.110352
	Iteration 50Q: 3 clusters Score -2058227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2058231.000000 Penalty: 3191.110352
	Iteration 51Q: 3 clusters Score -2058231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2058228.750000 Penalty: 3191.110352
	Iteration 52Q: 3 clusters Score -2058229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2058231.250000 Penalty: 3191.110352
	Iteration 53Q: 3 clusters Score -2058231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2058233.125000 Penalty: 3191.110352
	Iteration 54Q: 3 clusters Score -2058233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2058230.500000 Penalty: 3191.110352
	Iteration 55Q: 3 clusters Score -2058230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2058229.375000 Penalty: 3191.110352
	Iteration 56Q: 3 clusters Score -2058229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2058233.000000 Penalty: 3191.110352
	Iteration 57Q: 3 clusters Score -2058233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2058234.000000 Penalty: 3191.110352
	Iteration 58Q: 3 clusters Score -2058234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2058230.125000 Penalty: 3191.110352
	Iteration 59Q: 3 clusters Score -2058230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2058230.000000 Penalty: 3191.110352
	Iteration 60F: 3 clusters Score -2058230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2058228.625000 Penalty: 3191.110352
	Iteration 61Q: 3 clusters Score -2058229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2058230.500000 Penalty: 3191.110352
	Iteration 62Q: 3 clusters Score -2058230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2058229.625000 Penalty: 3191.110352
	Iteration 63Q: 3 clusters Score -2058230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2058233.125000 Penalty: 3191.110352
	Iteration 64Q: 3 clusters Score -2058233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2058228.000000 Penalty: 3191.110352
	Iteration 65Q: 3 clusters Score -2058228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2058228.625000 Penalty: 3191.110352
	Iteration 66Q: 3 clusters Score -2058229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2058227.125000 Penalty: 3191.110352
	Iteration 67Q: 3 clusters Score -2058227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2058227.625000 Penalty: 3191.110352
	Iteration 68Q: 3 clusters Score -2058228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2058227.625000 Penalty: 3191.110352
	Iteration 69F: 3 clusters Score -2058228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -122065.281250 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -122065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120528.164062 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -120528.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120779.304688 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -120779.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120836.359375 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -120836.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120860.914062 Penalty: 2280.689453
	Iteration 3Q: 3 clusters Score -120860.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120883.656250 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -120883.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120895.773438 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -120895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120908.039062 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -120908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120916.976562 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -120917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120922.132812 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -120922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120926.101562 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -120926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120928.273438 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -120928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120932.234375 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -120932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120935.242188 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -120935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120938.757812 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -120938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120940.484375 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -120940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120941.460938 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -120941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120942.351562 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -120942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120944.953125 Penalty: 2280.689453
	Iteration 17Q: 3 clusters Score -120945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120947.375000 Penalty: 2280.689453
	Iteration 18Q: 3 clusters Score -120947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120948.007812 Penalty: 2280.689453
	Iteration 19Q: 3 clusters Score -120948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120948.007812 Penalty: 2280.689453
	Iteration 20F: 3 clusters Score -120948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Entering Unmasked Estep 
Score: -1817706.625000 Penalty: 1575.234863
	Iteration 0F: 2 clusters Score -1817707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1806442.375000 Penalty: 3150.469727
	Iteration 0F: 3 clusters Score -1806442 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1810365.500000 Penalty: 3150.469727
	Iteration 1F: 3 clusters Score -1810366 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1810641.125000 Penalty: 3150.469727
	Iteration 2Q: 3 clusters Score -1810641 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1810892.500000 Penalty: 3150.469727
	Iteration 3Q: 3 clusters Score -1810892 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1811146.625000 Penalty: 3150.469727
	Iteration 4Q: 3 clusters Score -1811147 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1811410.500000 Penalty: 3150.469727
	Iteration 5Q: 3 clusters Score -1811410 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1811743.875000 Penalty: 3150.469727
	Iteration 6Q: 3 clusters Score -1811744 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1812242.500000 Penalty: 3150.469727
	Iteration 7F: 3 clusters Score -1812242 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1812921.875000 Penalty: 3150.469727
	Iteration 8F: 3 clusters Score -1812922 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1813829.875000 Penalty: 3150.469727
	Iteration 9F: 3 clusters Score -1813830 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1814679.750000 Penalty: 3150.469727
	Iteration 10F: 3 clusters Score -1814680 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1815331.625000 Penalty: 3150.469727
	Iteration 11Q: 3 clusters Score -1815332 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1815742.625000 Penalty: 3150.469727
	Iteration 12Q: 3 clusters Score -1815743 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1815990.750000 Penalty: 3150.469727
	Iteration 13Q: 3 clusters Score -1815991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1816135.125000 Penalty: 3150.469727
	Iteration 14Q: 3 clusters Score -1816135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1816226.875000 Penalty: 3150.469727
	Iteration 15Q: 3 clusters Score -1816227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1816266.750000 Penalty: 3150.469727
	Iteration 16Q: 3 clusters Score -1816267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1816289.000000 Penalty: 3150.469727
	Iteration 17Q: 3 clusters Score -1816289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1816302.625000 Penalty: 3150.469727
	Iteration 18Q: 3 clusters Score -1816303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1816311.500000 Penalty: 3150.469727
	Iteration 19Q: 3 clusters Score -1816312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1816319.000000 Penalty: 3150.469727
	Iteration 20F: 3 clusters Score -1816319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1816326.125000 Penalty: 3150.469727
	Iteration 21Q: 3 clusters Score -1816326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1816328.625000 Penalty: 3150.469727
	Iteration 22Q: 3 clusters Score -1816329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1816329.000000 Penalty: 3150.469727
	Iteration 23Q: 3 clusters Score -1816329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1816335.000000 Penalty: 3150.469727
	Iteration 24Q: 3 clusters Score -1816335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1816336.250000 Penalty: 3150.469727
	Iteration 25Q: 3 clusters Score -1816336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1816342.250000 Penalty: 3150.469727
	Iteration 26Q: 3 clusters Score -1816342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1816347.500000 Penalty: 3150.469727
	Iteration 27Q: 3 clusters Score -1816348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1816348.750000 Penalty: 3150.469727
	Iteration 28Q: 3 clusters Score -1816349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1816348.750000 Penalty: 3150.469727
	Iteration 29F: 3 clusters Score -1816349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -178504.531250 Penalty: 1203.689087
	Iteration 0F: 2 clusters Score -178504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -176639.578125 Penalty: 2407.378174
	Iteration 0F: 3 clusters Score -176639.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177058.265625 Penalty: 2407.378174
	Iteration 1F: 3 clusters Score -177058.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -177201.500000 Penalty: 2407.378174
	Iteration 2F: 3 clusters Score -177201.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -177301.781250 Penalty: 2407.378174
	Iteration 3F: 3 clusters Score -177301.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -177370.281250 Penalty: 2407.378174
	Iteration 4Q: 3 clusters Score -177370.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -177416.781250 Penalty: 2407.378174
	Iteration 5Q: 3 clusters Score -177416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -177446.578125 Penalty: 2407.378174
	Iteration 6Q: 3 clusters Score -177446.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177463.328125 Penalty: 2407.378174
	Iteration 7Q: 3 clusters Score -177463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177474.500000 Penalty: 2407.378174
	Iteration 8Q: 3 clusters Score -177474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -177479.687500 Penalty: 2407.378174
	Iteration 9Q: 3 clusters Score -177479.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -177486.453125 Penalty: 2407.378174
	Iteration 10Q: 3 clusters Score -177486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -177494.265625 Penalty: 2407.378174
	Iteration 11Q: 3 clusters Score -177494.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -177509.953125 Penalty: 2407.378174
	Iteration 12Q: 3 clusters Score -177510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177527.656250 Penalty: 2407.378174
	Iteration 13Q: 3 clusters Score -177527.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -177537.671875 Penalty: 2407.378174
	Iteration 14Q: 3 clusters Score -177537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -177543.656250 Penalty: 2407.378174
	Iteration 15Q: 3 clusters Score -177543.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -177553.562500 Penalty: 2407.378174
	Iteration 16Q: 3 clusters Score -177553.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -177571.703125 Penalty: 2407.378174
	Iteration 17Q: 3 clusters Score -177571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -177588.031250 Penalty: 2407.378174
	Iteration 18Q: 3 clusters Score -177588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -177602.281250 Penalty: 2407.378174
	Iteration 19Q: 3 clusters Score -177602.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -177609.515625 Penalty: 2407.378174
	Iteration 20F: 3 clusters Score -177609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -177615.500000 Penalty: 2407.378174
	Iteration 21Q: 3 clusters Score -177615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -177618.421875 Penalty: 2407.378174
	Iteration 22Q: 3 clusters Score -177618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -177621.375000 Penalty: 2407.378174
	Iteration 23Q: 3 clusters Score -177621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -177625.671875 Penalty: 2407.378174
	Iteration 24Q: 3 clusters Score -177625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -177626.156250 Penalty: 2407.378174
	Iteration 25Q: 3 clusters Score -177626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -177626.156250 Penalty: 2407.378174
	Iteration 26F: 3 clusters Score -177626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 82850 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 145573 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 8 contains 67882 members 
Mstep: Class 9 contains 4287 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 138498 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 16216 members 
Mstep: Class 21 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730512.000000 Penalty: 32370.763672
Iteration 79Q: 16 clusters Score -6.473051e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 82212 members 
Mstep: Class 3 contains 86913 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 145375 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 8 contains 67869 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 139480 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 18314 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 16213 members 
Mstep: Class 21 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731040.000000 Penalty: 32370.763672
Iteration 80F: 16 clusters Score -6.473104e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 81551 members 
Mstep: Class 3 contains 86906 members 
Mstep: Class 4 contains 3579 members 
Mstep: Class 5 contains 144880 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 8 contains 67868 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 140760 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 18243 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731452.000000 Penalty: 32370.763672
Iteration 81Q: 16 clusters Score -6.473145e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 81051 members 
Mstep: Class 3 contains 86914 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 144297 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 8 contains 67862 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 141972 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731836.000000 Penalty: 32370.763672
Iteration 82Q: 16 clusters Score -6.473184e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 80573 members 
Mstep: Class 3 contains 86915 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 143724 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 8 contains 67858 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 143121 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731860.000000 Penalty: 32370.763672
Iteration 83Q: 16 clusters Score -6.473186e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 80169 members 
Mstep: Class 3 contains 86912 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 143146 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 8 contains 67865 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 144224 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 18040 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 16272 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731728.000000 Penalty: 32370.763672
Iteration 84Q: 16 clusters Score -6.473173e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 79820 members 
Mstep: Class 3 contains 86912 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 142530 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 8 contains 67871 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 145284 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 16305 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731768.000000 Penalty: 32370.763672
Iteration 85Q: 16 clusters Score -6.473177e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 79547 members 
Mstep: Class 3 contains 86909 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 141900 members 
Mstep: Class 6 contains 547 members 
Mstep: Class 8 contains 67877 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 12 contains 146280 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 17902 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 16341 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731860.000000 Penalty: 32370.763672
Iteration 86Q: 16 clusters Score -6.473186e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 79253 members 
Mstep: Class 3 contains 86907 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 141432 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 8 contains 67884 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 147138 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 17840 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 16374 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731648.000000 Penalty: 32370.763672
Iteration 87Q: 16 clusters Score -6.473165e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 78949 members 
Mstep: Class 3 contains 86904 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 141068 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 8 contains 67890 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 147903 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 17781 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 16387 members 
Mstep: Class 21 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731668.000000 Penalty: 32370.763672
Iteration 88Q: 16 clusters Score -6.473167e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 78696 members 
Mstep: Class 3 contains 86902 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 140778 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 8 contains 67880 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 148548 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 17736 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 16395 members 
Mstep: Class 21 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731520.000000 Penalty: 32370.763672
Iteration 89Q: 16 clusters Score -6.473152e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 78423 members 
Mstep: Class 3 contains 86898 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 140514 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 8 contains 67871 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 12 contains 149190 members 
Mstep: Class 13 contains 14574 members 
Mstep: Class 14 contains 17677 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 16405 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731520.000000 Penalty: 32370.763672
Iteration 90Q: 16 clusters Score -6.473152e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 78176 members 
Mstep: Class 3 contains 86905 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 140277 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 8 contains 67887 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 149747 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 17611 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 16417 members 
Mstep: Class 21 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731564.000000 Penalty: 32370.763672
Iteration 91Q: 16 clusters Score -6.473156e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 77969 members 
Mstep: Class 3 contains 86912 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 140065 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 8 contains 67882 members 
Mstep: Class 9 contains 4281 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 150258 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 17551 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 16438 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731492.000000 Penalty: 32370.763672
Iteration 92Q: 16 clusters Score -6.473149e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 77792 members 
Mstep: Class 3 contains 86907 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 139907 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 8 contains 67889 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 150720 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 17461 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731280.000000 Penalty: 32370.763672
Iteration 93Q: 16 clusters Score -6.473128e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 77575 members 
Mstep: Class 3 contains 86893 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 139749 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 8 contains 67898 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 151208 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 17377 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 16489 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731136.000000 Penalty: 32370.763672
Iteration 94Q: 16 clusters Score -6.473114e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 77310 members 
Mstep: Class 3 contains 86878 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 139586 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 8 contains 67915 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 151734 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 17307 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 16530 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731024.000000 Penalty: 32370.763672
Iteration 95Q: 16 clusters Score -6.473102e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 77093 members 
Mstep: Class 3 contains 86861 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 139385 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 8 contains 67938 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 152213 members 
Mstep: Class 13 contains 14464 members 
Mstep: Class 14 contains 17239 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 16584 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731088.000000 Penalty: 32370.763672
Iteration 96Q: 16 clusters Score -6.473109e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 76909 members 
Mstep: Class 3 contains 86851 members 
Mstep: Class 4 contains 2960 members 
Mstep: Class 5 contains 139216 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 8 contains 67964 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 152618 members 
Mstep: Class 13 contains 14436 members 
Mstep: Class 14 contains 17179 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 16639 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731068.000000 Penalty: 32370.763672
Iteration 97Q: 16 clusters Score -6.473107e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 76795 members 
Mstep: Class 3 contains 86847 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 139037 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 8 contains 67974 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 12 contains 152971 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 17124 members 
Mstep: Class 15 contains 1146 members 
Mstep: Class 16 contains 16689 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730884.000000 Penalty: 32370.763672
Iteration 98Q: 16 clusters Score -6.473088e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 76730 members 
Mstep: Class 3 contains 86839 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 138875 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 8 contains 67977 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 153278 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 17070 members 
Mstep: Class 15 contains 1148 members 
Mstep: Class 16 contains 16724 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730788.000000 Penalty: 32370.763672
Iteration 99Q: 16 clusters Score -6.473079e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 76586 members 
Mstep: Class 3 contains 86828 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 138742 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 8 contains 67985 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 153590 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 16781 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730796.000000 Penalty: 32370.763672
Iteration 100F: 16 clusters Score -6.47308e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 76485 members 
Mstep: Class 3 contains 86811 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 138681 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 8 contains 67991 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 153807 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 16982 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 16836 members 
Mstep: Class 21 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730832.000000 Penalty: 32370.763672
Iteration 101Q: 16 clusters Score -6.473083e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 76379 members 
Mstep: Class 3 contains 86787 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 138622 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 8 contains 67996 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 154025 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 16957 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 16874 members 
Mstep: Class 21 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730552.000000 Penalty: 32370.763672
Iteration 102Q: 16 clusters Score -6.473055e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 76306 members 
Mstep: Class 3 contains 86781 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 138546 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 8 contains 67993 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 154193 members 
Mstep: Class 13 contains 14336 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 16907 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730428.000000 Penalty: 32370.763672
Iteration 103Q: 16 clusters Score -6.473043e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 76266 members 
Mstep: Class 3 contains 86768 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 138538 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 8 contains 67999 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 154280 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 16935 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730308.000000 Penalty: 32370.763672
Iteration 104Q: 16 clusters Score -6.473031e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 76242 members 
Mstep: Class 3 contains 86748 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 138560 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 8 contains 68026 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 154337 members 
Mstep: Class 13 contains 14268 members 
Mstep: Class 14 contains 16907 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 17011 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730364.000000 Penalty: 32370.763672
Iteration 105Q: 16 clusters Score -6.473036e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 76215 members 
Mstep: Class 3 contains 86737 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 138657 members 
Mstep: Class 6 contains 438 members 
Mstep: Class 8 contains 68041 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 12 contains 154331 members 
Mstep: Class 13 contains 14235 members 
Mstep: Class 14 contains 16868 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 17064 members 
Mstep: Class 21 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730316.000000 Penalty: 32370.763672
Iteration 106Q: 16 clusters Score -6.473032e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 76163 members 
Mstep: Class 3 contains 86733 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 138794 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 8 contains 68068 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 154285 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730208.000000 Penalty: 32370.763672
Iteration 107Q: 16 clusters Score -6.473021e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 76140 members 
Mstep: Class 3 contains 86730 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 138956 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 8 contains 68095 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 154180 members 
Mstep: Class 13 contains 14159 members 
Mstep: Class 14 contains 16816 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730080.000000 Penalty: 32370.763672
Iteration 108Q: 16 clusters Score -6.473008e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 76136 members 
Mstep: Class 3 contains 86714 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 139219 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 8 contains 68123 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 12 contains 153941 members 
Mstep: Class 13 contains 14116 members 
Mstep: Class 14 contains 16804 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 17216 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730200.000000 Penalty: 32370.763672
Iteration 109Q: 16 clusters Score -6.47302e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 76064 members 
Mstep: Class 3 contains 86702 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 139570 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 8 contains 68154 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 12 contains 153689 members 
Mstep: Class 13 contains 14078 members 
Mstep: Class 14 contains 16775 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 17266 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730236.000000 Penalty: 32370.763672
Iteration 110Q: 16 clusters Score -6.473024e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 76006 members 
Mstep: Class 3 contains 86684 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 139971 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 8 contains 68155 members 
Mstep: Class 9 contains 4251 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 12 contains 153403 members 
Mstep: Class 13 contains 14049 members 
Mstep: Class 14 contains 16749 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 17309 members 
Mstep: Class 21 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730252.000000 Penalty: 32370.763672
Iteration 111Q: 16 clusters Score -6.473025e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 75974 members 
Mstep: Class 3 contains 86671 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 140423 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 8 contains 68158 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 153035 members 
Mstep: Class 13 contains 14016 members 
Mstep: Class 14 contains 16712 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 21 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730540.000000 Penalty: 32370.763672
Iteration 112Q: 16 clusters Score -6.473054e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 75942 members 
Mstep: Class 3 contains 86657 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 140871 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 8 contains 68160 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 12 contains 152675 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 16699 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730764.000000 Penalty: 32370.763672
Iteration 113Q: 16 clusters Score -6.473076e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 75897 members 
Mstep: Class 3 contains 86646 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 141291 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 8 contains 68174 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 12 contains 152355 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 16664 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 17496 members 
Mstep: Class 21 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730804.000000 Penalty: 32370.763672
Iteration 114Q: 16 clusters Score -6.47308e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 75828 members 
Mstep: Class 3 contains 86623 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 141803 members 
Mstep: Class 6 contains 407 members 
Mstep: Class 8 contains 68194 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 151965 members 
Mstep: Class 13 contains 13872 members 
Mstep: Class 14 contains 16644 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64730952.000000 Penalty: 32370.763672
Iteration 115Q: 16 clusters Score -6.473095e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 75814 members 
Mstep: Class 3 contains 86597 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 5 contains 142207 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 8 contains 68202 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 151647 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 16636 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731036.000000 Penalty: 32370.763672
Iteration 116Q: 16 clusters Score -6.473104e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 75783 members 
Mstep: Class 3 contains 86565 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 142654 members 
Mstep: Class 6 contains 405 members 
Mstep: Class 8 contains 68206 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 151312 members 
Mstep: Class 13 contains 13800 members 
Mstep: Class 14 contains 16618 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 17644 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731120.000000 Penalty: 32370.763672
Iteration 117Q: 16 clusters Score -6.473112e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 75759 members 
Mstep: Class 3 contains 86541 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 143045 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 8 contains 68220 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 150971 members 
Mstep: Class 13 contains 13772 members 
Mstep: Class 14 contains 16598 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 21 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731724.000000 Penalty: 32370.763672
Iteration 118Q: 16 clusters Score -6.473172e+07 nChanged 3322
Entering ConstructFrom: 
Score: -64731724.000000 Penalty: 32370.763672
Entering ConstructFrom: 
Trying to split cluster 1 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -189901.546875 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -189901.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188064.359375 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -188064.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -188602.140625 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -188602.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188773.890625 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -188773.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -188908.500000 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -188908.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -189029.515625 Penalty: 2434.059082
	Iteration 4F: 3 clusters Score -189029.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -189130.781250 Penalty: 2434.059082
	Iteration 5F: 3 clusters Score -189130.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -189202.343750 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -189202.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -189274.875000 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -189274.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -189361.531250 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -189361.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -189415.828125 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -189415.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -189460.343750 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -189460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -189487.687500 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -189487.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -189506.843750 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -189506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -189522.828125 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -189522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -189538.859375 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -189538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -189549.062500 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -189549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -189559.625000 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -189559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -189563.875000 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -189563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -189571.453125 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -189571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -189583.203125 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -189583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -189595.171875 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -189595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -189602.312500 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -189602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -189619.875000 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -189619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -189630.156250 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -189630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -189635.562500 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -189635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -189635.562500 Penalty: 2434.059082
	Iteration 25F: 3 clusters Score -189635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Entering Unmasked Estep 
Score: -8581490.000000 Penalty: 1825.688965
	Iteration 0F: 2 clusters Score -8581490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -8530710.000000 Penalty: 3651.377930
	Iteration 0F: 3 clusters Score -8530710 nChanged 36086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -8551656.000000 Penalty: 3651.377930
	Iteration 1F: 3 clusters Score -8551656 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8552443.000000 Penalty: 3651.377930
	Iteration 2Q: 3 clusters Score -8552443 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8553558.000000 Penalty: 3651.377930
	Iteration 3Q: 3 clusters Score -8553558 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8555390.000000 Penalty: 3651.377930
	Iteration 4Q: 3 clusters Score -8555390 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -8558495.000000 Penalty: 3651.377930
	Iteration 5F: 3 clusters Score -8558495 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -8562944.000000 Penalty: 3651.377930
	Iteration 6F: 3 clusters Score -8562944 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -8568330.000000 Penalty: 3651.377930
	Iteration 7F: 3 clusters Score -8568330 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -8572747.000000 Penalty: 3651.377930
	Iteration 8F: 3 clusters Score -8572747 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -8575762.000000 Penalty: 3651.377930
	Iteration 9Q: 3 clusters Score -8575762 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -8577554.000000 Penalty: 3651.377930
	Iteration 10Q: 3 clusters Score -8577554 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -8578362.000000 Penalty: 3651.377930
	Iteration 11Q: 3 clusters Score -8578362 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -8578792.000000 Penalty: 3651.377930
	Iteration 12Q: 3 clusters Score -8578792 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -8579051.000000 Penalty: 3651.377930
	Iteration 13Q: 3 clusters Score -8579051 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -8579239.000000 Penalty: 3651.377930
	Iteration 14Q: 3 clusters Score -8579239 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -8579411.000000 Penalty: 3651.377930
	Iteration 15Q: 3 clusters Score -8579411 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -8579473.000000 Penalty: 3651.377930
	Iteration 16Q: 3 clusters Score -8579473 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -8579550.000000 Penalty: 3651.377930
	Iteration 17Q: 3 clusters Score -8579550 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -8579620.000000 Penalty: 3651.377930
	Iteration 18Q: 3 clusters Score -8579620 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -8579626.000000 Penalty: 3651.377930
	Iteration 19Q: 3 clusters Score -8579626 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -8579675.000000 Penalty: 3651.377930
	Iteration 20F: 3 clusters Score -8579675 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -8579738.000000 Penalty: 3651.377930
	Iteration 21Q: 3 clusters Score -8579738 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -8579756.000000 Penalty: 3651.377930
	Iteration 22Q: 3 clusters Score -8579756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8579778.000000 Penalty: 3651.377930
	Iteration 23Q: 3 clusters Score -8579778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -8579791.000000 Penalty: 3651.377930
	Iteration 24Q: 3 clusters Score -8579791 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -8579813.000000 Penalty: 3651.377930
	Iteration 25Q: 3 clusters Score -8579813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -8579841.000000 Penalty: 3651.377930
	Iteration 26Q: 3 clusters Score -8579841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -8579828.000000 Penalty: 3651.377930
	Iteration 27Q: 3 clusters Score -8579828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 71332 members 
Entering Unmasked Estep 
Score: -8579835.000000 Penalty: 3651.377930
	Iteration 28Q: 3 clusters Score -8579835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -8579832.000000 Penalty: 3651.377930
	Iteration 29Q: 3 clusters Score -8579832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -8579855.000000 Penalty: 3651.377930
	Iteration 30Q: 3 clusters Score -8579855 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -8579874.000000 Penalty: 3651.377930
	Iteration 31Q: 3 clusters Score -8579874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -8579900.000000 Penalty: 3651.377930
	Iteration 32Q: 3 clusters Score -8579900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -8579903.000000 Penalty: 3651.377930
	Iteration 33Q: 3 clusters Score -8579903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -8579900.000000 Penalty: 3651.377930
	Iteration 34Q: 3 clusters Score -8579900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -8579905.000000 Penalty: 3651.377930
	Iteration 35Q: 3 clusters Score -8579905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -8579909.000000 Penalty: 3651.377930
	Iteration 36Q: 3 clusters Score -8579909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -8579911.000000 Penalty: 3651.377930
	Iteration 37Q: 3 clusters Score -8579911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -8579912.000000 Penalty: 3651.377930
	Iteration 38Q: 3 clusters Score -8579912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -8579941.000000 Penalty: 3651.377930
	Iteration 39Q: 3 clusters Score -8579941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -8579945.000000 Penalty: 3651.377930
	Iteration 40F: 3 clusters Score -8579945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -8579941.000000 Penalty: 3651.377930
	Iteration 41Q: 3 clusters Score -8579941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -8579946.000000 Penalty: 3651.377930
	Iteration 42Q: 3 clusters Score -8579946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -8579955.000000 Penalty: 3651.377930
	Iteration 43Q: 3 clusters Score -8579955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -8579960.000000 Penalty: 3651.377930
	Iteration 44Q: 3 clusters Score -8579960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -8579983.000000 Penalty: 3651.377930
	Iteration 45Q: 3 clusters Score -8579983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -8579989.000000 Penalty: 3651.377930
	Iteration 46Q: 3 clusters Score -8579989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8579987.000000 Penalty: 3651.377930
	Iteration 47Q: 3 clusters Score -8579987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -8580003.000000 Penalty: 3651.377930
	Iteration 48Q: 3 clusters Score -8580003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -8580012.000000 Penalty: 3651.377930
	Iteration 49Q: 3 clusters Score -8580012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -8580021.000000 Penalty: 3651.377930
	Iteration 50Q: 3 clusters Score -8580021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -8580038.000000 Penalty: 3651.377930
	Iteration 51Q: 3 clusters Score -8580038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -8580043.000000 Penalty: 3651.377930
	Iteration 52Q: 3 clusters Score -8580043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -8580038.000000 Penalty: 3651.377930
	Iteration 53Q: 3 clusters Score -8580038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -8580025.000000 Penalty: 3651.377930
	Iteration 54Q: 3 clusters Score -8580025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -8580032.000000 Penalty: 3651.377930
	Iteration 55Q: 3 clusters Score -8580032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -8580036.000000 Penalty: 3651.377930
	Iteration 56Q: 3 clusters Score -8580036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -8580035.000000 Penalty: 3651.377930
	Iteration 57Q: 3 clusters Score -8580035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -8580037.000000 Penalty: 3651.377930
	Iteration 58Q: 3 clusters Score -8580037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -8580050.000000 Penalty: 3651.377930
	Iteration 59Q: 3 clusters Score -8580050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -8580050.000000 Penalty: 3651.377930
	Iteration 60F: 3 clusters Score -8580050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -8580059.000000 Penalty: 3651.377930
	Iteration 61Q: 3 clusters Score -8580059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -8580054.000000 Penalty: 3651.377930
	Iteration 62Q: 3 clusters Score -8580054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -8580052.000000 Penalty: 3651.377930
	Iteration 63Q: 3 clusters Score -8580052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -8580051.000000 Penalty: 3651.377930
	Iteration 64Q: 3 clusters Score -8580051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -8580060.000000 Penalty: 3651.377930
	Iteration 65Q: 3 clusters Score -8580060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -8580053.000000 Penalty: 3651.377930
	Iteration 66Q: 3 clusters Score -8580053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -8580054.000000 Penalty: 3651.377930
	Iteration 67Q: 3 clusters Score -8580054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -8580064.000000 Penalty: 3651.377930
	Iteration 68Q: 3 clusters Score -8580064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -8580073.000000 Penalty: 3651.377930
	Iteration 69Q: 3 clusters Score -8580073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -8580065.000000 Penalty: 3651.377930
	Iteration 70Q: 3 clusters Score -8580065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -8580063.000000 Penalty: 3651.377930
	Iteration 71Q: 3 clusters Score -8580063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -8580068.000000 Penalty: 3651.377930
	Iteration 72Q: 3 clusters Score -8580068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -8580072.000000 Penalty: 3651.377930
	Iteration 73Q: 3 clusters Score -8580072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -8580073.000000 Penalty: 3651.377930
	Iteration 74Q: 3 clusters Score -8580073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 3651.377930
	Iteration 75Q: 3 clusters Score -8580081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 3651.377930
	Iteration 76Q: 3 clusters Score -8580081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -8580085.000000 Penalty: 3651.377930
	Iteration 77Q: 3 clusters Score -8580085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -8580086.000000 Penalty: 3651.377930
	Iteration 78Q: 3 clusters Score -8580086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -8580085.000000 Penalty: 3651.377930
	Iteration 79Q: 3 clusters Score -8580085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -8580078.000000 Penalty: 3651.377930
	Iteration 80F: 3 clusters Score -8580078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 3651.377930
	Iteration 81Q: 3 clusters Score -8580081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 3651.377930
	Iteration 82Q: 3 clusters Score -8580081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -8580075.000000 Penalty: 3651.377930
	Iteration 83Q: 3 clusters Score -8580075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -8580079.000000 Penalty: 3651.377930
	Iteration 84Q: 3 clusters Score -8580079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 3651.377930
	Iteration 85Q: 3 clusters Score -8580081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -8580089.000000 Penalty: 3651.377930
	Iteration 86Q: 3 clusters Score -8580089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -8580089.000000 Penalty: 3651.377930
	Iteration 87Q: 3 clusters Score -8580089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -8580094.000000 Penalty: 3651.377930
	Iteration 88Q: 3 clusters Score -8580094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -8580101.000000 Penalty: 3651.377930
	Iteration 89Q: 3 clusters Score -8580101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -8580097.000000 Penalty: 3651.377930
	Iteration 90Q: 3 clusters Score -8580097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -8580104.000000 Penalty: 3651.377930
	Iteration 91Q: 3 clusters Score -8580104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -8580103.000000 Penalty: 3651.377930
	Iteration 92Q: 3 clusters Score -8580103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -8580093.000000 Penalty: 3651.377930
	Iteration 93Q: 3 clusters Score -8580093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -8580099.000000 Penalty: 3651.377930
	Iteration 94Q: 3 clusters Score -8580099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -8580102.000000 Penalty: 3651.377930
	Iteration 95Q: 3 clusters Score -8580102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -8580103.000000 Penalty: 3651.377930
	Iteration 96Q: 3 clusters Score -8580103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -8580108.000000 Penalty: 3651.377930
	Iteration 97Q: 3 clusters Score -8580108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -8580114.000000 Penalty: 3651.377930
	Iteration 98Q: 3 clusters Score -8580114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -8580116.000000 Penalty: 3651.377930
	Iteration 99Q: 3 clusters Score -8580116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -8580116.000000 Penalty: 3651.377930
	Iteration 100F: 3 clusters Score -8580116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -8580121.000000 Penalty: 3651.377930
	Iteration 101Q: 3 clusters Score -8580121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -8580127.000000 Penalty: 3651.377930
	Iteration 102Q: 3 clusters Score -8580127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -8580131.000000 Penalty: 3651.377930
	Iteration 103Q: 3 clusters Score -8580131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -8580131.000000 Penalty: 3651.377930
	Iteration 104Q: 3 clusters Score -8580131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -8580137.000000 Penalty: 3651.377930
	Iteration 105Q: 3 clusters Score -8580137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -8580127.000000 Penalty: 3651.377930
	Iteration 106Q: 3 clusters Score -8580127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -8580124.000000 Penalty: 3651.377930
	Iteration 107Q: 3 clusters Score -8580124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -8580135.000000 Penalty: 3651.377930
	Iteration 108Q: 3 clusters Score -8580135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -8580129.000000 Penalty: 3651.377930
	Iteration 109Q: 3 clusters Score -8580129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -8580147.000000 Penalty: 3651.377930
	Iteration 110Q: 3 clusters Score -8580147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -8580144.000000 Penalty: 3651.377930
	Iteration 111Q: 3 clusters Score -8580144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -8580148.000000 Penalty: 3651.377930
	Iteration 112Q: 3 clusters Score -8580148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -8580153.000000 Penalty: 3651.377930
	Iteration 113Q: 3 clusters Score -8580153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -8580157.000000 Penalty: 3651.377930
	Iteration 114Q: 3 clusters Score -8580157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -8580152.000000 Penalty: 3651.377930
	Iteration 115Q: 3 clusters Score -8580152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -8580155.000000 Penalty: 3651.377930
	Iteration 116Q: 3 clusters Score -8580155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -8580162.000000 Penalty: 3651.377930
	Iteration 117Q: 3 clusters Score -8580162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -8580163.000000 Penalty: 3651.377930
	Iteration 118Q: 3 clusters Score -8580163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -8580166.000000 Penalty: 3651.377930
	Iteration 119Q: 3 clusters Score -8580166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -8580174.000000 Penalty: 3651.377930
	Iteration 120F: 3 clusters Score -8580174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -8580167.000000 Penalty: 3651.377930
	Iteration 121Q: 3 clusters Score -8580167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -8580168.000000 Penalty: 3651.377930
	Iteration 122Q: 3 clusters Score -8580168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -8580168.000000 Penalty: 3651.377930
	Iteration 123Q: 3 clusters Score -8580168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8580172.000000 Penalty: 3651.377930
	Iteration 124Q: 3 clusters Score -8580172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -8580172.000000 Penalty: 3651.377930
	Iteration 125Q: 3 clusters Score -8580172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -8580177.000000 Penalty: 3651.377930
	Iteration 126Q: 3 clusters Score -8580177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -8580169.000000 Penalty: 3651.377930
	Iteration 127Q: 3 clusters Score -8580169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -8580185.000000 Penalty: 3651.377930
	Iteration 128Q: 3 clusters Score -8580185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -8580185.000000 Penalty: 3651.377930
	Iteration 129Q: 3 clusters Score -8580185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -8580187.000000 Penalty: 3651.377930
	Iteration 130Q: 3 clusters Score -8580187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -8580184.000000 Penalty: 3651.377930
	Iteration 131Q: 3 clusters Score -8580184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -8580184.000000 Penalty: 3651.377930
	Iteration 132F: 3 clusters Score -8580184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Entering Unmasked Estep 
Score: -9675068.000000 Penalty: 1847.332520
	Iteration 0F: 2 clusters Score -9675068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -9617103.000000 Penalty: 3694.665039
	Iteration 0F: 3 clusters Score -9617103 nChanged 41204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -9640821.000000 Penalty: 3694.665039
	Iteration 1F: 3 clusters Score -9640821 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -9641318.000000 Penalty: 3694.665039
	Iteration 2Q: 3 clusters Score -9641318 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -9642087.000000 Penalty: 3694.665039
	Iteration 3Q: 3 clusters Score -9642087 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9643105.000000 Penalty: 3694.665039
	Iteration 4Q: 3 clusters Score -9643105 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -9644733.000000 Penalty: 3694.665039
	Iteration 5Q: 3 clusters Score -9644733 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -9647526.000000 Penalty: 3694.665039
	Iteration 6F: 3 clusters Score -9647526 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -9651967.000000 Penalty: 3694.665039
	Iteration 7F: 3 clusters Score -9651967 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -9658020.000000 Penalty: 3694.665039
	Iteration 8F: 3 clusters Score -9658020 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -9664210.000000 Penalty: 3694.665039
	Iteration 9F: 3 clusters Score -9664210 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -9668694.000000 Penalty: 3694.665039
	Iteration 10F: 3 clusters Score -9668694 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -9671148.000000 Penalty: 3694.665039
	Iteration 11Q: 3 clusters Score -9671148 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -9672345.000000 Penalty: 3694.665039
	Iteration 12Q: 3 clusters Score -9672345 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -9672850.000000 Penalty: 3694.665039
	Iteration 13Q: 3 clusters Score -9672850 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -9673123.000000 Penalty: 3694.665039
	Iteration 14Q: 3 clusters Score -9673123 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -9673240.000000 Penalty: 3694.665039
	Iteration 15Q: 3 clusters Score -9673240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -9673329.000000 Penalty: 3694.665039
	Iteration 16Q: 3 clusters Score -9673329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -9673385.000000 Penalty: 3694.665039
	Iteration 17Q: 3 clusters Score -9673385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -9673416.000000 Penalty: 3694.665039
	Iteration 18Q: 3 clusters Score -9673416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -9673437.000000 Penalty: 3694.665039
	Iteration 19Q: 3 clusters Score -9673437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -9673455.000000 Penalty: 3694.665039
	Iteration 20F: 3 clusters Score -9673455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -9673464.000000 Penalty: 3694.665039
	Iteration 21Q: 3 clusters Score -9673464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -9673477.000000 Penalty: 3694.665039
	Iteration 22Q: 3 clusters Score -9673477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -9673485.000000 Penalty: 3694.665039
	Iteration 23Q: 3 clusters Score -9673485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -9673494.000000 Penalty: 3694.665039
	Iteration 24Q: 3 clusters Score -9673494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -9673503.000000 Penalty: 3694.665039
	Iteration 25Q: 3 clusters Score -9673503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -9673504.000000 Penalty: 3694.665039
	Iteration 26Q: 3 clusters Score -9673504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -9673507.000000 Penalty: 3694.665039
	Iteration 27Q: 3 clusters Score -9673507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -9673511.000000 Penalty: 3694.665039
	Iteration 28Q: 3 clusters Score -9673511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -9673512.000000 Penalty: 3694.665039
	Iteration 29Q: 3 clusters Score -9673512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -9673514.000000 Penalty: 3694.665039
	Iteration 30Q: 3 clusters Score -9673514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -9673514.000000 Penalty: 3694.665039
	Iteration 31F: 3 clusters Score -9673514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -255324.656250 Penalty: 1249.001343
	Iteration 0F: 2 clusters Score -255324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253124.984375 Penalty: 2498.002686
	Iteration 0F: 3 clusters Score -253125 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -253653.046875 Penalty: 2498.002686
	Iteration 1F: 3 clusters Score -253653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253751.171875 Penalty: 2498.002686
	Iteration 2F: 3 clusters Score -253751.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -253813.359375 Penalty: 2498.002686
	Iteration 3Q: 3 clusters Score -253813.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253850.359375 Penalty: 2498.002686
	Iteration 4Q: 3 clusters Score -253850.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -253873.750000 Penalty: 2498.002686
	Iteration 5Q: 3 clusters Score -253873.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -253891.765625 Penalty: 2498.002686
	Iteration 6Q: 3 clusters Score -253891.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253913.515625 Penalty: 2498.002686
	Iteration 7Q: 3 clusters Score -253913.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -253926.125000 Penalty: 2498.002686
	Iteration 8Q: 3 clusters Score -253926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -253934.375000 Penalty: 2498.002686
	Iteration 9Q: 3 clusters Score -253934.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -253945.421875 Penalty: 2498.002686
	Iteration 10Q: 3 clusters Score -253945.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -253956.843750 Penalty: 2498.002686
	Iteration 11Q: 3 clusters Score -253956.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -253967.703125 Penalty: 2498.002686
	Iteration 12Q: 3 clusters Score -253967.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -253974.937500 Penalty: 2498.002686
	Iteration 13Q: 3 clusters Score -253974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -253986.484375 Penalty: 2498.002686
	Iteration 14Q: 3 clusters Score -253986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -253995.437500 Penalty: 2498.002686
	Iteration 15Q: 3 clusters Score -253995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -254000.031250 Penalty: 2498.002686
	Iteration 16Q: 3 clusters Score -254000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -254004.000000 Penalty: 2498.002686
	Iteration 17Q: 3 clusters Score -254004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -254011.531250 Penalty: 2498.002686
	Iteration 18Q: 3 clusters Score -254011.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -254018.562500 Penalty: 2498.002686
	Iteration 19Q: 3 clusters Score -254018.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -254024.734375 Penalty: 2498.002686
	Iteration 20F: 3 clusters Score -254024.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -254029.531250 Penalty: 2498.002686
	Iteration 21Q: 3 clusters Score -254029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -254034.484375 Penalty: 2498.002686
	Iteration 22Q: 3 clusters Score -254034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -254039.734375 Penalty: 2498.002686
	Iteration 23Q: 3 clusters Score -254039.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -254043.234375 Penalty: 2498.002686
	Iteration 24Q: 3 clusters Score -254043.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -254050.718750 Penalty: 2498.002686
	Iteration 25Q: 3 clusters Score -254050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -254054.671875 Penalty: 2498.002686
	Iteration 26Q: 3 clusters Score -254054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -254056.859375 Penalty: 2498.002686
	Iteration 27Q: 3 clusters Score -254056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254059.203125 Penalty: 2498.002686
	Iteration 28Q: 3 clusters Score -254059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -254061.078125 Penalty: 2498.002686
	Iteration 29Q: 3 clusters Score -254061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -254063.031250 Penalty: 2498.002686
	Iteration 30Q: 3 clusters Score -254063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -254064.703125 Penalty: 2498.002686
	Iteration 31Q: 3 clusters Score -254064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -254067.437500 Penalty: 2498.002686
	Iteration 32Q: 3 clusters Score -254067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -254071.765625 Penalty: 2498.002686
	Iteration 33Q: 3 clusters Score -254071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -254078.093750 Penalty: 2498.002686
	Iteration 34Q: 3 clusters Score -254078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -254082.234375 Penalty: 2498.002686
	Iteration 35Q: 3 clusters Score -254082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -254086.109375 Penalty: 2498.002686
	Iteration 36Q: 3 clusters Score -254086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -254091.484375 Penalty: 2498.002686
	Iteration 37Q: 3 clusters Score -254091.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -254100.312500 Penalty: 2498.002686
	Iteration 38Q: 3 clusters Score -254100.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -254115.406250 Penalty: 2498.002686
	Iteration 39Q: 3 clusters Score -254115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -254122.750000 Penalty: 2498.002686
	Iteration 40F: 3 clusters Score -254122.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -254133.937500 Penalty: 2498.002686
	Iteration 41Q: 3 clusters Score -254133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -254140.531250 Penalty: 2498.002686
	Iteration 42Q: 3 clusters Score -254140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -254145.500000 Penalty: 2498.002686
	Iteration 43Q: 3 clusters Score -254145.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -254149.093750 Penalty: 2498.002686
	Iteration 44Q: 3 clusters Score -254149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -254152.359375 Penalty: 2498.002686
	Iteration 45Q: 3 clusters Score -254152.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -254156.515625 Penalty: 2498.002686
	Iteration 46Q: 3 clusters Score -254156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -254160.250000 Penalty: 2498.002686
	Iteration 47Q: 3 clusters Score -254160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -254163.906250 Penalty: 2498.002686
	Iteration 48Q: 3 clusters Score -254163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -254166.015625 Penalty: 2498.002686
	Iteration 49Q: 3 clusters Score -254166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -254173.468750 Penalty: 2498.002686
	Iteration 50Q: 3 clusters Score -254173.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -254181.484375 Penalty: 2498.002686
	Iteration 51Q: 3 clusters Score -254181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -254189.531250 Penalty: 2498.002686
	Iteration 52Q: 3 clusters Score -254189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -254197.046875 Penalty: 2498.002686
	Iteration 53Q: 3 clusters Score -254197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -254205.015625 Penalty: 2498.002686
	Iteration 54Q: 3 clusters Score -254205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -254209.125000 Penalty: 2498.002686
	Iteration 55Q: 3 clusters Score -254209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -254211.203125 Penalty: 2498.002686
	Iteration 56Q: 3 clusters Score -254211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -254215.546875 Penalty: 2498.002686
	Iteration 57Q: 3 clusters Score -254215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -254218.421875 Penalty: 2498.002686
	Iteration 58Q: 3 clusters Score -254218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -254220.156250 Penalty: 2498.002686
	Iteration 59Q: 3 clusters Score -254220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -254220.937500 Penalty: 2498.002686
	Iteration 60F: 3 clusters Score -254220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -254221.359375 Penalty: 2498.002686
	Iteration 61Q: 3 clusters Score -254221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -254221.359375 Penalty: 2498.002686
	Iteration 62F: 3 clusters Score -254221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (143474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Entering Unmasked Estep 
Score: -16125167.000000 Penalty: 1929.510254
	Iteration 0F: 2 clusters Score -1.612517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -16032961.000000 Penalty: 3859.020508
	Iteration 0F: 3 clusters Score -1.603296e+07 nChanged 69097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -16074018.000000 Penalty: 3859.020508
	Iteration 1F: 3 clusters Score -1.607402e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -16075586.000000 Penalty: 3859.020508
	Iteration 2Q: 3 clusters Score -1.607559e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -16078092.000000 Penalty: 3859.020508
	Iteration 3Q: 3 clusters Score -1.607809e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -16082241.000000 Penalty: 3859.020508
	Iteration 4F: 3 clusters Score -1.608224e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -16088955.000000 Penalty: 3859.020508
	Iteration 5F: 3 clusters Score -1.608896e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -16097763.000000 Penalty: 3859.020508
	Iteration 6F: 3 clusters Score -1.609776e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 110963 members 
Entering Unmasked Estep 
Score: -16106337.000000 Penalty: 3859.020508
	Iteration 7F: 3 clusters Score -1.610634e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -16112557.000000 Penalty: 3859.020508
	Iteration 8F: 3 clusters Score -1.611256e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -16116035.000000 Penalty: 3859.020508
	Iteration 9Q: 3 clusters Score -1.611604e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -16117798.000000 Penalty: 3859.020508
	Iteration 10Q: 3 clusters Score -1.61178e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -16119020.000000 Penalty: 3859.020508
	Iteration 11Q: 3 clusters Score -1.611902e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -16120017.000000 Penalty: 3859.020508
	Iteration 12Q: 3 clusters Score -1.612002e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 130052 members 
Entering Unmasked Estep 
Score: -16120790.000000 Penalty: 3859.020508
	Iteration 13Q: 3 clusters Score -1.612079e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -16121423.000000 Penalty: 3859.020508
	Iteration 14Q: 3 clusters Score -1.612142e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -16122030.000000 Penalty: 3859.020508
	Iteration 15Q: 3 clusters Score -1.612203e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -16122517.000000 Penalty: 3859.020508
	Iteration 16Q: 3 clusters Score -1.612252e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -16123045.000000 Penalty: 3859.020508
	Iteration 17Q: 3 clusters Score -1.612304e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -16123258.000000 Penalty: 3859.020508
	Iteration 18Q: 3 clusters Score -1.612326e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 137186 members 
Entering Unmasked Estep 
Score: -16123669.000000 Penalty: 3859.020508
	Iteration 19Q: 3 clusters Score -1.612367e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -16123967.000000 Penalty: 3859.020508
	Iteration 20F: 3 clusters Score -1.612397e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -16124164.000000 Penalty: 3859.020508
	Iteration 21Q: 3 clusters Score -1.612416e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 138617 members 
Entering Unmasked Estep 
Score: -16124324.000000 Penalty: 3859.020508
	Iteration 22Q: 3 clusters Score -1.612432e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -16124549.000000 Penalty: 3859.020508
	Iteration 23Q: 3 clusters Score -1.612455e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -16124694.000000 Penalty: 3859.020508
	Iteration 24Q: 3 clusters Score -1.612469e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -16124766.000000 Penalty: 3859.020508
	Iteration 25Q: 3 clusters Score -1.612477e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -16124844.000000 Penalty: 3859.020508
	Iteration 26Q: 3 clusters Score -1.612484e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -16124891.000000 Penalty: 3859.020508
	Iteration 27Q: 3 clusters Score -1.612489e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -16124961.000000 Penalty: 3859.020508
	Iteration 28Q: 3 clusters Score -1.612496e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -16125026.000000 Penalty: 3859.020508
	Iteration 29Q: 3 clusters Score -1.612503e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -16125050.000000 Penalty: 3859.020508
	Iteration 30Q: 3 clusters Score -1.612505e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -16125105.000000 Penalty: 3859.020508
	Iteration 31Q: 3 clusters Score -1.61251e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -16125168.000000 Penalty: 3859.020508
	Iteration 32Q: 3 clusters Score -1.612517e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 140113 members 
Entering Unmasked Estep 
Score: -16125279.000000 Penalty: 3859.020508
	Iteration 33Q: 3 clusters Score -1.612528e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -16125369.000000 Penalty: 3859.020508
	Iteration 34Q: 3 clusters Score -1.612537e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 140175 members 
Entering Unmasked Estep 
Score: -16125441.000000 Penalty: 3859.020508
	Iteration 35Q: 3 clusters Score -1.612544e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -16125494.000000 Penalty: 3859.020508
	Iteration 36Q: 3 clusters Score -1.612549e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -16125615.000000 Penalty: 3859.020508
	Iteration 37Q: 3 clusters Score -1.612562e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -16125684.000000 Penalty: 3859.020508
	Iteration 38Q: 3 clusters Score -1.612568e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -16125769.000000 Penalty: 3859.020508
	Iteration 39Q: 3 clusters Score -1.612577e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
Score: -16125874.000000 Penalty: 3859.020508
	Iteration 40F: 3 clusters Score -1.612587e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -16125944.000000 Penalty: 3859.020508
	Iteration 41Q: 3 clusters Score -1.612594e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -16125995.000000 Penalty: 3859.020508
	Iteration 42Q: 3 clusters Score -1.6126e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -16126050.000000 Penalty: 3859.020508
	Iteration 43Q: 3 clusters Score -1.612605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 139975 members 
Entering Unmasked Estep 
Score: -16126149.000000 Penalty: 3859.020508
	Iteration 44Q: 3 clusters Score -1.612615e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 139897 members 
Entering Unmasked Estep 
Score: -16126249.000000 Penalty: 3859.020508
	Iteration 45Q: 3 clusters Score -1.612625e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -16126331.000000 Penalty: 3859.020508
	Iteration 46Q: 3 clusters Score -1.612633e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -16126386.000000 Penalty: 3859.020508
	Iteration 47Q: 3 clusters Score -1.612639e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -16126460.000000 Penalty: 3859.020508
	Iteration 48Q: 3 clusters Score -1.612646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -16126513.000000 Penalty: 3859.020508
	Iteration 49Q: 3 clusters Score -1.612651e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -16126537.000000 Penalty: 3859.020508
	Iteration 50Q: 3 clusters Score -1.612654e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 139491 members 
Entering Unmasked Estep 
Score: -16126530.000000 Penalty: 3859.020508
	Iteration 51Q: 3 clusters Score -1.612653e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -16126558.000000 Penalty: 3859.020508
	Iteration 52Q: 3 clusters Score -1.612656e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -16126577.000000 Penalty: 3859.020508
	Iteration 53Q: 3 clusters Score -1.612658e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -16126615.000000 Penalty: 3859.020508
	Iteration 54Q: 3 clusters Score -1.612662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 139290 members 
Entering Unmasked Estep 
Score: -16126637.000000 Penalty: 3859.020508
	Iteration 55Q: 3 clusters Score -1.612664e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -16126670.000000 Penalty: 3859.020508
	Iteration 56Q: 3 clusters Score -1.612667e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -16126685.000000 Penalty: 3859.020508
	Iteration 57Q: 3 clusters Score -1.612668e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 139152 members 
Entering Unmasked Estep 
Score: -16126680.000000 Penalty: 3859.020508
	Iteration 58Q: 3 clusters Score -1.612668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -16126702.000000 Penalty: 3859.020508
	Iteration 59Q: 3 clusters Score -1.61267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -16126716.000000 Penalty: 3859.020508
	Iteration 60F: 3 clusters Score -1.612672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -16126724.000000 Penalty: 3859.020508
	Iteration 61Q: 3 clusters Score -1.612672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 138992 members 
Entering Unmasked Estep 
Score: -16126743.000000 Penalty: 3859.020508
	Iteration 62Q: 3 clusters Score -1.612674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
Score: -16126723.000000 Penalty: 3859.020508
	Iteration 63Q: 3 clusters Score -1.612672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -16126725.000000 Penalty: 3859.020508
	Iteration 64Q: 3 clusters Score -1.612672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -16126744.000000 Penalty: 3859.020508
	Iteration 65Q: 3 clusters Score -1.612674e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -16126728.000000 Penalty: 3859.020508
	Iteration 66Q: 3 clusters Score -1.612673e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 138734 members 
Entering Unmasked Estep 
Score: -16126763.000000 Penalty: 3859.020508
	Iteration 67Q: 3 clusters Score -1.612676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -16126780.000000 Penalty: 3859.020508
	Iteration 68Q: 3 clusters Score -1.612678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -16126741.000000 Penalty: 3859.020508
	Iteration 69Q: 3 clusters Score -1.612674e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -16126756.000000 Penalty: 3859.020508
	Iteration 70Q: 3 clusters Score -1.612676e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -16126771.000000 Penalty: 3859.020508
	Iteration 71Q: 3 clusters Score -1.612677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 138448 members 
Entering Unmasked Estep 
Score: -16126787.000000 Penalty: 3859.020508
	Iteration 72Q: 3 clusters Score -1.612679e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 138375 members 
Entering Unmasked Estep 
Score: -16126779.000000 Penalty: 3859.020508
	Iteration 73Q: 3 clusters Score -1.612678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 138308 members 
Entering Unmasked Estep 
Score: -16126750.000000 Penalty: 3859.020508
	Iteration 74Q: 3 clusters Score -1.612675e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -16126800.000000 Penalty: 3859.020508
	Iteration 75Q: 3 clusters Score -1.61268e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 138173 members 
Entering Unmasked Estep 
Score: -16126794.000000 Penalty: 3859.020508
	Iteration 76Q: 3 clusters Score -1.612679e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 138115 members 
Entering Unmasked Estep 
Score: -16126797.000000 Penalty: 3859.020508
	Iteration 77Q: 3 clusters Score -1.61268e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 138047 members 
Entering Unmasked Estep 
Score: -16126790.000000 Penalty: 3859.020508
	Iteration 78Q: 3 clusters Score -1.612679e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -16126781.000000 Penalty: 3859.020508
	Iteration 79Q: 3 clusters Score -1.612678e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -16126777.000000 Penalty: 3859.020508
	Iteration 80F: 3 clusters Score -1.612678e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -16126768.000000 Penalty: 3859.020508
	Iteration 81Q: 3 clusters Score -1.612677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -16126768.000000 Penalty: 3859.020508
	Iteration 82Q: 3 clusters Score -1.612677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -16126769.000000 Penalty: 3859.020508
	Iteration 83Q: 3 clusters Score -1.612677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -16126786.000000 Penalty: 3859.020508
	Iteration 84Q: 3 clusters Score -1.612679e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 137752 members 
Entering Unmasked Estep 
Score: -16126807.000000 Penalty: 3859.020508
	Iteration 85Q: 3 clusters Score -1.612681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 137714 members 
Entering Unmasked Estep 
Score: -16126777.000000 Penalty: 3859.020508
	Iteration 86Q: 3 clusters Score -1.612678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -16126774.000000 Penalty: 3859.020508
	Iteration 87Q: 3 clusters Score -1.612677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 137649 members 
Entering Unmasked Estep 
Score: -16126798.000000 Penalty: 3859.020508
	Iteration 88Q: 3 clusters Score -1.61268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 137625 members 
Entering Unmasked Estep 
Score: -16126782.000000 Penalty: 3859.020508
	Iteration 89Q: 3 clusters Score -1.612678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -16126799.000000 Penalty: 3859.020508
	Iteration 90Q: 3 clusters Score -1.61268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -16126813.000000 Penalty: 3859.020508
	Iteration 91Q: 3 clusters Score -1.612681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 137568 members 
Entering Unmasked Estep 
Score: -16126822.000000 Penalty: 3859.020508
	Iteration 92Q: 3 clusters Score -1.612682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 137550 members 
Entering Unmasked Estep 
Score: -16126834.000000 Penalty: 3859.020508
	Iteration 93Q: 3 clusters Score -1.612683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -16126844.000000 Penalty: 3859.020508
	Iteration 94Q: 3 clusters Score -1.612684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 137512 members 
Entering Unmasked Estep 
Score: -16126844.000000 Penalty: 3859.020508
	Iteration 95Q: 3 clusters Score -1.612684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 137496 members 
Entering Unmasked Estep 
Score: -16126845.000000 Penalty: 3859.020508
	Iteration 96Q: 3 clusters Score -1.612684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 137479 members 
Entering Unmasked Estep 
Score: -16126846.000000 Penalty: 3859.020508
	Iteration 97Q: 3 clusters Score -1.612685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -16126827.000000 Penalty: 3859.020508
	Iteration 98Q: 3 clusters Score -1.612683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -16126827.000000 Penalty: 3859.020508
	Iteration 99Q: 3 clusters Score -1.612683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 137443 members 
Entering Unmasked Estep 
Score: -16126817.000000 Penalty: 3859.020508
	Iteration 100F: 3 clusters Score -1.612682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 137433 members 
Entering Unmasked Estep 
Score: -16126819.000000 Penalty: 3859.020508
	Iteration 101Q: 3 clusters Score -1.612682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -16126828.000000 Penalty: 3859.020508
	Iteration 102Q: 3 clusters Score -1.612683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -16126825.000000 Penalty: 3859.020508
	Iteration 103Q: 3 clusters Score -1.612682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -16126823.000000 Penalty: 3859.020508
	Iteration 104Q: 3 clusters Score -1.612682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 137385 members 
Entering Unmasked Estep 
Score: -16126848.000000 Penalty: 3859.020508
	Iteration 105Q: 3 clusters Score -1.612685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -16126837.000000 Penalty: 3859.020508
	Iteration 106Q: 3 clusters Score -1.612684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 137371 members 
Entering Unmasked Estep 
Score: -16126839.000000 Penalty: 3859.020508
	Iteration 107Q: 3 clusters Score -1.612684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -16126844.000000 Penalty: 3859.020508
	Iteration 108Q: 3 clusters Score -1.612684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -16126841.000000 Penalty: 3859.020508
	Iteration 109Q: 3 clusters Score -1.612684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -16126839.000000 Penalty: 3859.020508
	Iteration 110Q: 3 clusters Score -1.612684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -16126839.000000 Penalty: 3859.020508
	Iteration 111F: 3 clusters Score -1.612684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 75736 members 
Mstep: Class 3 contains 86526 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 137367 members 
Mstep: Class 8 contains 68244 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 150587 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
Score: -64733180.000000 Penalty: 34528.816406
Splitting cluster 5 changes total score from -64731724.000000 to -64733180.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -37625.136719 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -37625.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36730.683594 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -36730.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36910.921875 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -36910.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37005.792969 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -37005.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37164.449219 Penalty: 1949.654419
	Iteration 3F: 3 clusters Score -37164.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -37335.347656 Penalty: 1949.654419
	Iteration 4F: 3 clusters Score -37335.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -37513.140625 Penalty: 1949.654419
	Iteration 5F: 3 clusters Score -37513.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -37563.753906 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -37563.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -37589.035156 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -37589.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -37622.984375 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -37622.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -37656.328125 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -37656.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37669.714844 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -37669.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -37669.714844 Penalty: 1949.654419
	Iteration 11F: 3 clusters Score -37669.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 75736 members 
Mstep: Class 3 contains 86526 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 137367 members 
Mstep: Class 8 contains 68244 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 68 members 
Mstep: Class 12 contains 150587 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
Score: -64732040.000000 Penalty: 36686.867188
Splitting cluster 6 changes total score from -64731724.000000 to -64732040.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (68244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Entering Unmasked Estep 
Score: -7764072.000000 Penalty: 1808.762329
	Iteration 0F: 2 clusters Score -7764072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -7718454.500000 Penalty: 3617.524658
	Iteration 0F: 3 clusters Score -7718454 nChanged 32265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -7737015.500000 Penalty: 3617.524658
	Iteration 1F: 3 clusters Score -7737016 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -7737816.000000 Penalty: 3617.524658
	Iteration 2Q: 3 clusters Score -7737816 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -7739019.000000 Penalty: 3617.524658
	Iteration 3Q: 3 clusters Score -7739019 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -7740514.500000 Penalty: 3617.524658
	Iteration 4Q: 3 clusters Score -7740514 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7742936.500000 Penalty: 3617.524658
	Iteration 5F: 3 clusters Score -7742936 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -7746313.500000 Penalty: 3617.524658
	Iteration 6F: 3 clusters Score -7746314 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -7750598.500000 Penalty: 3617.524658
	Iteration 7F: 3 clusters Score -7750598 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -7754804.000000 Penalty: 3617.524658
	Iteration 8F: 3 clusters Score -7754804 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7758297.000000 Penalty: 3617.524658
	Iteration 9F: 3 clusters Score -7758297 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7760431.500000 Penalty: 3617.524658
	Iteration 10Q: 3 clusters Score -7760432 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7761558.500000 Penalty: 3617.524658
	Iteration 11Q: 3 clusters Score -7761558 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7762033.000000 Penalty: 3617.524658
	Iteration 12Q: 3 clusters Score -7762033 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7762218.500000 Penalty: 3617.524658
	Iteration 13Q: 3 clusters Score -7762218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7762303.000000 Penalty: 3617.524658
	Iteration 14Q: 3 clusters Score -7762303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7762385.500000 Penalty: 3617.524658
	Iteration 15Q: 3 clusters Score -7762386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7762445.000000 Penalty: 3617.524658
	Iteration 16Q: 3 clusters Score -7762445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7762464.500000 Penalty: 3617.524658
	Iteration 17Q: 3 clusters Score -7762464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7762469.000000 Penalty: 3617.524658
	Iteration 18Q: 3 clusters Score -7762469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7762479.500000 Penalty: 3617.524658
	Iteration 19Q: 3 clusters Score -7762480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7762486.500000 Penalty: 3617.524658
	Iteration 20F: 3 clusters Score -7762486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7762496.500000 Penalty: 3617.524658
	Iteration 21Q: 3 clusters Score -7762496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7762494.000000 Penalty: 3617.524658
	Iteration 22Q: 3 clusters Score -7762494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7762494.000000 Penalty: 3617.524658
	Iteration 23Q: 3 clusters Score -7762494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7762494.000000 Penalty: 3617.524658
	Iteration 24F: 3 clusters Score -7762494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -476545.437500 Penalty: 1358.207031
	Iteration 0F: 2 clusters Score -476545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -473056.812500 Penalty: 2716.414062
	Iteration 0F: 3 clusters Score -473056.8 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -473969.250000 Penalty: 2716.414062
	Iteration 1F: 3 clusters Score -473969.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -474099.437500 Penalty: 2716.414062
	Iteration 2F: 3 clusters Score -474099.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -474178.718750 Penalty: 2716.414062
	Iteration 3Q: 3 clusters Score -474178.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -474238.218750 Penalty: 2716.414062
	Iteration 4Q: 3 clusters Score -474238.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -474284.562500 Penalty: 2716.414062
	Iteration 5Q: 3 clusters Score -474284.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -474317.187500 Penalty: 2716.414062
	Iteration 6Q: 3 clusters Score -474317.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -474349.093750 Penalty: 2716.414062
	Iteration 7Q: 3 clusters Score -474349.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -474388.031250 Penalty: 2716.414062
	Iteration 8Q: 3 clusters Score -474388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -474436.093750 Penalty: 2716.414062
	Iteration 9Q: 3 clusters Score -474436.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -474484.218750 Penalty: 2716.414062
	Iteration 10Q: 3 clusters Score -474484.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -474549.562500 Penalty: 2716.414062
	Iteration 11Q: 3 clusters Score -474549.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -474636.687500 Penalty: 2716.414062
	Iteration 12Q: 3 clusters Score -474636.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -474720.906250 Penalty: 2716.414062
	Iteration 13Q: 3 clusters Score -474720.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -474811.468750 Penalty: 2716.414062
	Iteration 14Q: 3 clusters Score -474811.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -474897.343750 Penalty: 2716.414062
	Iteration 15Q: 3 clusters Score -474897.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -474974.812500 Penalty: 2716.414062
	Iteration 16Q: 3 clusters Score -474974.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -475042.500000 Penalty: 2716.414062
	Iteration 17Q: 3 clusters Score -475042.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -475095.187500 Penalty: 2716.414062
	Iteration 18Q: 3 clusters Score -475095.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -475146.625000 Penalty: 2716.414062
	Iteration 19Q: 3 clusters Score -475146.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -475184.125000 Penalty: 2716.414062
	Iteration 20F: 3 clusters Score -475184.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -475221.468750 Penalty: 2716.414062
	Iteration 21Q: 3 clusters Score -475221.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -475248.937500 Penalty: 2716.414062
	Iteration 22Q: 3 clusters Score -475248.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -475266.500000 Penalty: 2716.414062
	Iteration 23Q: 3 clusters Score -475266.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -475288.531250 Penalty: 2716.414062
	Iteration 24Q: 3 clusters Score -475288.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -475303.843750 Penalty: 2716.414062
	Iteration 25Q: 3 clusters Score -475303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -475315.937500 Penalty: 2716.414062
	Iteration 26Q: 3 clusters Score -475315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -475326.843750 Penalty: 2716.414062
	Iteration 27Q: 3 clusters Score -475326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -475337.250000 Penalty: 2716.414062
	Iteration 28Q: 3 clusters Score -475337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -475343.718750 Penalty: 2716.414062
	Iteration 29Q: 3 clusters Score -475343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -475347.843750 Penalty: 2716.414062
	Iteration 30Q: 3 clusters Score -475347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -475349.968750 Penalty: 2716.414062
	Iteration 31Q: 3 clusters Score -475350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -475349.968750 Penalty: 2716.414062
	Iteration 32F: 3 clusters Score -475350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -151218.078125 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -151218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -149494.046875 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -149494 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -149815.765625 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -149815.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149902.781250 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -149902.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -149950.281250 Penalty: 2358.984131
	Iteration 3Q: 3 clusters Score -149950.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -149979.125000 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -149979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -149999.062500 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -149999.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -150013.875000 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -150013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150023.953125 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -150024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -150032.593750 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -150032.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -150042.359375 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -150042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150054.156250 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -150054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150062.218750 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -150062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150066.250000 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -150066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150068.828125 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -150068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150070.781250 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -150070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150073.796875 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -150073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150074.421875 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -150074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150076.343750 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -150076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -150078.078125 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -150078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150081.515625 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -150081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -150083.578125 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -150083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -150085.812500 Penalty: 2358.984131
	Iteration 21Q: 3 clusters Score -150085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -150086.781250 Penalty: 2358.984131
	Iteration 22Q: 3 clusters Score -150086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150087.546875 Penalty: 2358.984131
	Iteration 23Q: 3 clusters Score -150087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150087.546875 Penalty: 2358.984131
	Iteration 24F: 3 clusters Score -150087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150587 members 
Entering Unmasked Estep 
Score: -16959626.000000 Penalty: 1937.373169
	Iteration 0F: 2 clusters Score -1.695963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -16863240.000000 Penalty: 3874.746338
	Iteration 0F: 3 clusters Score -1.686324e+07 nChanged 72605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -16906216.000000 Penalty: 3874.746338
	Iteration 1F: 3 clusters Score -1.690622e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -16907958.000000 Penalty: 3874.746338
	Iteration 2Q: 3 clusters Score -1.690796e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -16910352.000000 Penalty: 3874.746338
	Iteration 3Q: 3 clusters Score -1.691035e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -16913672.000000 Penalty: 3874.746338
	Iteration 4Q: 3 clusters Score -1.691367e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -16918416.000000 Penalty: 3874.746338
	Iteration 5F: 3 clusters Score -1.691842e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -16924524.000000 Penalty: 3874.746338
	Iteration 6F: 3 clusters Score -1.692452e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -16932430.000000 Penalty: 3874.746338
	Iteration 7F: 3 clusters Score -1.693243e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -16940150.000000 Penalty: 3874.746338
	Iteration 8F: 3 clusters Score -1.694015e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -16945066.000000 Penalty: 3874.746338
	Iteration 9Q: 3 clusters Score -1.694507e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -16947540.000000 Penalty: 3874.746338
	Iteration 10Q: 3 clusters Score -1.694754e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -16948958.000000 Penalty: 3874.746338
	Iteration 11Q: 3 clusters Score -1.694896e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -16949910.000000 Penalty: 3874.746338
	Iteration 12Q: 3 clusters Score -1.694991e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -16950676.000000 Penalty: 3874.746338
	Iteration 13Q: 3 clusters Score -1.695068e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -16951434.000000 Penalty: 3874.746338
	Iteration 14Q: 3 clusters Score -1.695143e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123732 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -16952094.000000 Penalty: 3874.746338
	Iteration 15Q: 3 clusters Score -1.695209e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -16952736.000000 Penalty: 3874.746338
	Iteration 16Q: 3 clusters Score -1.695274e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -16953404.000000 Penalty: 3874.746338
	Iteration 17Q: 3 clusters Score -1.69534e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -16954124.000000 Penalty: 3874.746338
	Iteration 18Q: 3 clusters Score -1.695412e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132743 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -16954920.000000 Penalty: 3874.746338
	Iteration 19Q: 3 clusters Score -1.695492e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -16955770.000000 Penalty: 3874.746338
	Iteration 20F: 3 clusters Score -1.695577e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -16956398.000000 Penalty: 3874.746338
	Iteration 21Q: 3 clusters Score -1.69564e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -16956860.000000 Penalty: 3874.746338
	Iteration 22Q: 3 clusters Score -1.695686e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138935 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -16957226.000000 Penalty: 3874.746338
	Iteration 23Q: 3 clusters Score -1.695723e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140066 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -16957586.000000 Penalty: 3874.746338
	Iteration 24Q: 3 clusters Score -1.695759e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -16957866.000000 Penalty: 3874.746338
	Iteration 25Q: 3 clusters Score -1.695787e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141925 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -16958064.000000 Penalty: 3874.746338
	Iteration 26Q: 3 clusters Score -1.695806e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142653 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -16958126.000000 Penalty: 3874.746338
	Iteration 27Q: 3 clusters Score -1.695813e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -16958266.000000 Penalty: 3874.746338
	Iteration 28Q: 3 clusters Score -1.695827e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143915 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -16958404.000000 Penalty: 3874.746338
	Iteration 29Q: 3 clusters Score -1.69584e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -16958488.000000 Penalty: 3874.746338
	Iteration 30Q: 3 clusters Score -1.695849e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144865 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -16958540.000000 Penalty: 3874.746338
	Iteration 31Q: 3 clusters Score -1.695854e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145276 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -16958622.000000 Penalty: 3874.746338
	Iteration 32Q: 3 clusters Score -1.695862e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -16958638.000000 Penalty: 3874.746338
	Iteration 33Q: 3 clusters Score -1.695864e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -16958694.000000 Penalty: 3874.746338
	Iteration 34Q: 3 clusters Score -1.695869e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -16958738.000000 Penalty: 3874.746338
	Iteration 35Q: 3 clusters Score -1.695874e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146515 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -16958696.000000 Penalty: 3874.746338
	Iteration 36Q: 3 clusters Score -1.69587e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -16958692.000000 Penalty: 3874.746338
	Iteration 37Q: 3 clusters Score -1.695869e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -16958730.000000 Penalty: 3874.746338
	Iteration 38Q: 3 clusters Score -1.695873e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -16958762.000000 Penalty: 3874.746338
	Iteration 39Q: 3 clusters Score -1.695876e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147256 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -16958826.000000 Penalty: 3874.746338
	Iteration 40F: 3 clusters Score -1.695883e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -16958860.000000 Penalty: 3874.746338
	Iteration 41Q: 3 clusters Score -1.695886e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -16958838.000000 Penalty: 3874.746338
	Iteration 42Q: 3 clusters Score -1.695884e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -16958826.000000 Penalty: 3874.746338
	Iteration 43Q: 3 clusters Score -1.695883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 44Q: 3 clusters Score -1.695885e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 45Q: 3 clusters Score -1.695885e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -16958874.000000 Penalty: 3874.746338
	Iteration 46Q: 3 clusters Score -1.695887e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -16958860.000000 Penalty: 3874.746338
	Iteration 47Q: 3 clusters Score -1.695886e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -16958872.000000 Penalty: 3874.746338
	Iteration 48Q: 3 clusters Score -1.695887e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148057 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -16958830.000000 Penalty: 3874.746338
	Iteration 49Q: 3 clusters Score -1.695883e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -16958830.000000 Penalty: 3874.746338
	Iteration 50Q: 3 clusters Score -1.695883e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 51Q: 3 clusters Score -1.695884e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -16958848.000000 Penalty: 3874.746338
	Iteration 52Q: 3 clusters Score -1.695885e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 53Q: 3 clusters Score -1.695886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -16958876.000000 Penalty: 3874.746338
	Iteration 54Q: 3 clusters Score -1.695888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 55Q: 3 clusters Score -1.695886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -16958840.000000 Penalty: 3874.746338
	Iteration 56Q: 3 clusters Score -1.695884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 57Q: 3 clusters Score -1.695885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148299 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -16958862.000000 Penalty: 3874.746338
	Iteration 58Q: 3 clusters Score -1.695886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 59Q: 3 clusters Score -1.695886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148306 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -16958870.000000 Penalty: 3874.746338
	Iteration 60F: 3 clusters Score -1.695887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -16958862.000000 Penalty: 3874.746338
	Iteration 61Q: 3 clusters Score -1.695886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148316 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 62Q: 3 clusters Score -1.695884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16958832.000000 Penalty: 3874.746338
	Iteration 63Q: 3 clusters Score -1.695883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -16958848.000000 Penalty: 3874.746338
	Iteration 64Q: 3 clusters Score -1.695885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 65Q: 3 clusters Score -1.695884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 66Q: 3 clusters Score -1.695885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -16958834.000000 Penalty: 3874.746338
	Iteration 67Q: 3 clusters Score -1.695883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -16958858.000000 Penalty: 3874.746338
	Iteration 68Q: 3 clusters Score -1.695886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 69Q: 3 clusters Score -1.695886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 70Q: 3 clusters Score -1.695884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148400 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 71Q: 3 clusters Score -1.695885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 72Q: 3 clusters Score -1.695885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148409 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -16958850.000000 Penalty: 3874.746338
	Iteration 73Q: 3 clusters Score -1.695885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148413 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -16958848.000000 Penalty: 3874.746338
	Iteration 74Q: 3 clusters Score -1.695885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16958840.000000 Penalty: 3874.746338
	Iteration 75Q: 3 clusters Score -1.695884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16958836.000000 Penalty: 3874.746338
	Iteration 76Q: 3 clusters Score -1.695884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16958834.000000 Penalty: 3874.746338
	Iteration 77Q: 3 clusters Score -1.695883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 78Q: 3 clusters Score -1.695885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16958848.000000 Penalty: 3874.746338
	Iteration 79Q: 3 clusters Score -1.695885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 80F: 3 clusters Score -1.695886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -16958858.000000 Penalty: 3874.746338
	Iteration 81Q: 3 clusters Score -1.695886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 82Q: 3 clusters Score -1.695885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148450 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 83Q: 3 clusters Score -1.695885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -16958844.000000 Penalty: 3874.746338
	Iteration 84Q: 3 clusters Score -1.695884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -16958856.000000 Penalty: 3874.746338
	Iteration 85Q: 3 clusters Score -1.695886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -16958838.000000 Penalty: 3874.746338
	Iteration 86Q: 3 clusters Score -1.695884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -16958830.000000 Penalty: 3874.746338
	Iteration 87Q: 3 clusters Score -1.695883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16958844.000000 Penalty: 3874.746338
	Iteration 88Q: 3 clusters Score -1.695884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 89Q: 3 clusters Score -1.695884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 90Q: 3 clusters Score -1.695885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -16958840.000000 Penalty: 3874.746338
	Iteration 91Q: 3 clusters Score -1.695884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 92Q: 3 clusters Score -1.695885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 93Q: 3 clusters Score -1.695884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -16958836.000000 Penalty: 3874.746338
	Iteration 94Q: 3 clusters Score -1.695884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -16958840.000000 Penalty: 3874.746338
	Iteration 95Q: 3 clusters Score -1.695884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -16958844.000000 Penalty: 3874.746338
	Iteration 96Q: 3 clusters Score -1.695884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 97Q: 3 clusters Score -1.695884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 98Q: 3 clusters Score -1.695884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 99Q: 3 clusters Score -1.695885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 100F: 3 clusters Score -1.695885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16958844.000000 Penalty: 3874.746338
	Iteration 101Q: 3 clusters Score -1.695884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 102Q: 3 clusters Score -1.695884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -16958836.000000 Penalty: 3874.746338
	Iteration 103Q: 3 clusters Score -1.695884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148496 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -16958824.000000 Penalty: 3874.746338
	Iteration 104Q: 3 clusters Score -1.695882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16958816.000000 Penalty: 3874.746338
	Iteration 105Q: 3 clusters Score -1.695882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -16958806.000000 Penalty: 3874.746338
	Iteration 106Q: 3 clusters Score -1.695881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -16958810.000000 Penalty: 3874.746338
	Iteration 107Q: 3 clusters Score -1.695881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16958832.000000 Penalty: 3874.746338
	Iteration 108Q: 3 clusters Score -1.695883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16958824.000000 Penalty: 3874.746338
	Iteration 109Q: 3 clusters Score -1.695882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148539 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16958834.000000 Penalty: 3874.746338
	Iteration 110Q: 3 clusters Score -1.695883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 3874.746338
	Iteration 111Q: 3 clusters Score -1.695884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -16958846.000000 Penalty: 3874.746338
	Iteration 112Q: 3 clusters Score -1.695885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16958858.000000 Penalty: 3874.746338
	Iteration 113Q: 3 clusters Score -1.695886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16958840.000000 Penalty: 3874.746338
	Iteration 114Q: 3 clusters Score -1.695884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -16958854.000000 Penalty: 3874.746338
	Iteration 115Q: 3 clusters Score -1.695885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -16958852.000000 Penalty: 3874.746338
	Iteration 116Q: 3 clusters Score -1.695885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -16958868.000000 Penalty: 3874.746338
	Iteration 117Q: 3 clusters Score -1.695887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -16958878.000000 Penalty: 3874.746338
	Iteration 118Q: 3 clusters Score -1.695888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -16958884.000000 Penalty: 3874.746338
	Iteration 119Q: 3 clusters Score -1.695888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -16958870.000000 Penalty: 3874.746338
	Iteration 120F: 3 clusters Score -1.695887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16958878.000000 Penalty: 3874.746338
	Iteration 121Q: 3 clusters Score -1.695888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16958878.000000 Penalty: 3874.746338
	Iteration 122F: 3 clusters Score -1.695888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Entering Unmasked Estep 
Score: -1490550.125000 Penalty: 1548.417236
	Iteration 0F: 2 clusters Score -1490550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1481024.125000 Penalty: 3096.834473
	Iteration 0F: 3 clusters Score -1481024 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1484521.625000 Penalty: 3096.834473
	Iteration 1F: 3 clusters Score -1484522 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1485222.500000 Penalty: 3096.834473
	Iteration 2F: 3 clusters Score -1485222 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1486122.125000 Penalty: 3096.834473
	Iteration 3F: 3 clusters Score -1486122 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1487152.500000 Penalty: 3096.834473
	Iteration 4F: 3 clusters Score -1487152 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1488097.750000 Penalty: 3096.834473
	Iteration 5F: 3 clusters Score -1488098 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1488789.500000 Penalty: 3096.834473
	Iteration 6F: 3 clusters Score -1488790 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1489222.000000 Penalty: 3096.834473
	Iteration 7Q: 3 clusters Score -1489222 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1489492.125000 Penalty: 3096.834473
	Iteration 8Q: 3 clusters Score -1489492 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1489656.875000 Penalty: 3096.834473
	Iteration 9Q: 3 clusters Score -1489657 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1489798.875000 Penalty: 3096.834473
	Iteration 10Q: 3 clusters Score -1489799 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1489933.750000 Penalty: 3096.834473
	Iteration 11Q: 3 clusters Score -1489934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1490037.625000 Penalty: 3096.834473
	Iteration 12Q: 3 clusters Score -1490038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1490103.000000 Penalty: 3096.834473
	Iteration 13Q: 3 clusters Score -1490103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1490145.000000 Penalty: 3096.834473
	Iteration 14Q: 3 clusters Score -1490145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1490169.250000 Penalty: 3096.834473
	Iteration 15Q: 3 clusters Score -1490169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1490188.125000 Penalty: 3096.834473
	Iteration 16Q: 3 clusters Score -1490188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1490206.875000 Penalty: 3096.834473
	Iteration 17Q: 3 clusters Score -1490207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1490226.375000 Penalty: 3096.834473
	Iteration 18Q: 3 clusters Score -1490226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1490235.000000 Penalty: 3096.834473
	Iteration 19Q: 3 clusters Score -1490235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1490237.125000 Penalty: 3096.834473
	Iteration 20F: 3 clusters Score -1490237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1490239.875000 Penalty: 3096.834473
	Iteration 21Q: 3 clusters Score -1490240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1490249.875000 Penalty: 3096.834473
	Iteration 22Q: 3 clusters Score -1490250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1490253.875000 Penalty: 3096.834473
	Iteration 23Q: 3 clusters Score -1490254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1490255.000000 Penalty: 3096.834473
	Iteration 24Q: 3 clusters Score -1490255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1490257.250000 Penalty: 3096.834473
	Iteration 25Q: 3 clusters Score -1490257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1490259.375000 Penalty: 3096.834473
	Iteration 26Q: 3 clusters Score -1490259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1490262.250000 Penalty: 3096.834473
	Iteration 27Q: 3 clusters Score -1490262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1490263.875000 Penalty: 3096.834473
	Iteration 28Q: 3 clusters Score -1490264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1490264.125000 Penalty: 3096.834473
	Iteration 29Q: 3 clusters Score -1490264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1490264.500000 Penalty: 3096.834473
	Iteration 30Q: 3 clusters Score -1490264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1490263.875000 Penalty: 3096.834473
	Iteration 31Q: 3 clusters Score -1490264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1490264.000000 Penalty: 3096.834473
	Iteration 32Q: 3 clusters Score -1490264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1490264.000000 Penalty: 3096.834473
	Iteration 33F: 3 clusters Score -1490264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Entering Unmasked Estep 
Score: -1856469.125000 Penalty: 1578.783447
	Iteration 0F: 2 clusters Score -1856469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1844963.625000 Penalty: 3157.566895
	Iteration 0F: 3 clusters Score -1844964 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1849034.250000 Penalty: 3157.566895
	Iteration 1F: 3 clusters Score -1849034 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1849367.125000 Penalty: 3157.566895
	Iteration 2F: 3 clusters Score -1849367 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1849706.125000 Penalty: 3157.566895
	Iteration 3Q: 3 clusters Score -1849706 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1850138.750000 Penalty: 3157.566895
	Iteration 4F: 3 clusters Score -1850139 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1850738.750000 Penalty: 3157.566895
	Iteration 5F: 3 clusters Score -1850739 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1851509.625000 Penalty: 3157.566895
	Iteration 6F: 3 clusters Score -1851510 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1852504.750000 Penalty: 3157.566895
	Iteration 7F: 3 clusters Score -1852505 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1853584.625000 Penalty: 3157.566895
	Iteration 8F: 3 clusters Score -1853585 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1854329.250000 Penalty: 3157.566895
	Iteration 9Q: 3 clusters Score -1854329 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1854722.375000 Penalty: 3157.566895
	Iteration 10Q: 3 clusters Score -1854722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1854883.500000 Penalty: 3157.566895
	Iteration 11Q: 3 clusters Score -1854884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1854964.000000 Penalty: 3157.566895
	Iteration 12Q: 3 clusters Score -1854964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1855005.125000 Penalty: 3157.566895
	Iteration 13Q: 3 clusters Score -1855005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1855036.125000 Penalty: 3157.566895
	Iteration 14Q: 3 clusters Score -1855036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1855063.750000 Penalty: 3157.566895
	Iteration 15Q: 3 clusters Score -1855064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1855081.000000 Penalty: 3157.566895
	Iteration 16Q: 3 clusters Score -1855081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1855085.625000 Penalty: 3157.566895
	Iteration 17Q: 3 clusters Score -1855086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1855085.375000 Penalty: 3157.566895
	Iteration 18Q: 3 clusters Score -1855085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1855085.375000 Penalty: 3157.566895
	Iteration 19F: 3 clusters Score -1855085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -126977.125000 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -126977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125423.007812 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -125423 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125671.906250 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -125671.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125739.265625 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -125739.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125775.804688 Penalty: 2293.256836
	Iteration 3Q: 3 clusters Score -125775.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125808.875000 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -125808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125833.890625 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -125833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125850.726562 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -125850.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125865.312500 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -125865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -125874.281250 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -125874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125881.171875 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -125881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -125890.500000 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -125890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125897.023438 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -125897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125901.414062 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -125901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125903.789062 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -125903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125905.695312 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -125905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125907.757812 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -125907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -125911.585938 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -125911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125915.312500 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -125915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125918.335938 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -125918.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125922.125000 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -125922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125922.125000 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -125922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -1989819.500000 Penalty: 1590.114990
	Iteration 0F: 2 clusters Score -1989820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1977626.875000 Penalty: 3180.229980
	Iteration 0F: 3 clusters Score -1977627 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1982053.000000 Penalty: 3180.229980
	Iteration 1F: 3 clusters Score -1982053 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1982536.250000 Penalty: 3180.229980
	Iteration 2F: 3 clusters Score -1982536 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1983140.125000 Penalty: 3180.229980
	Iteration 3F: 3 clusters Score -1983140 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1983984.750000 Penalty: 3180.229980
	Iteration 4F: 3 clusters Score -1983985 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1985107.500000 Penalty: 3180.229980
	Iteration 5F: 3 clusters Score -1985108 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1986355.625000 Penalty: 3180.229980
	Iteration 6F: 3 clusters Score -1986356 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1987376.875000 Penalty: 3180.229980
	Iteration 7F: 3 clusters Score -1987377 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1987894.375000 Penalty: 3180.229980
	Iteration 8Q: 3 clusters Score -1987894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1988145.000000 Penalty: 3180.229980
	Iteration 9Q: 3 clusters Score -1988145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1988259.750000 Penalty: 3180.229980
	Iteration 10Q: 3 clusters Score -1988260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1988318.000000 Penalty: 3180.229980
	Iteration 11Q: 3 clusters Score -1988318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1988350.625000 Penalty: 3180.229980
	Iteration 12Q: 3 clusters Score -1988351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1988377.250000 Penalty: 3180.229980
	Iteration 13Q: 3 clusters Score -1988377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1988395.125000 Penalty: 3180.229980
	Iteration 14Q: 3 clusters Score -1988395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1988413.875000 Penalty: 3180.229980
	Iteration 15Q: 3 clusters Score -1988414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1988421.625000 Penalty: 3180.229980
	Iteration 16Q: 3 clusters Score -1988422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1988427.750000 Penalty: 3180.229980
	Iteration 17Q: 3 clusters Score -1988428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1988433.625000 Penalty: 3180.229980
	Iteration 18Q: 3 clusters Score -1988434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1988434.375000 Penalty: 3180.229980
	Iteration 19Q: 3 clusters Score -1988434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1988434.375000 Penalty: 3180.229980
	Iteration 20F: 3 clusters Score -1988434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -178691.921875 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -178691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -176806.781250 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -176806.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -177190.484375 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -177190.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177309.687500 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -177309.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -177387.171875 Penalty: 2407.575439
	Iteration 3F: 3 clusters Score -177387.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -177431.515625 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -177431.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -177473.625000 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -177473.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -177503.046875 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -177503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177521.859375 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -177521.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177541.203125 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -177541.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177555.609375 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -177555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177573.500000 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -177573.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177586.859375 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -177586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177597.734375 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -177597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177605.437500 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -177605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177614.921875 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -177614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177624.531250 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -177624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177632.046875 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -177632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177637.750000 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -177637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177640.765625 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -177640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177642.218750 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -177642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177644.046875 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -177644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -177649.671875 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -177649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177658.531250 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -177658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177664.015625 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -177664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177667.687500 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -177667.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177672.078125 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -177672.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177681.218750 Penalty: 2407.575439
	Iteration 26Q: 3 clusters Score -177681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177689.125000 Penalty: 2407.575439
	Iteration 27Q: 3 clusters Score -177689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177695.187500 Penalty: 2407.575439
	Iteration 28Q: 3 clusters Score -177695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177698.531250 Penalty: 2407.575439
	Iteration 29Q: 3 clusters Score -177698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177705.796875 Penalty: 2407.575439
	Iteration 30Q: 3 clusters Score -177705.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177715.656250 Penalty: 2407.575439
	Iteration 31Q: 3 clusters Score -177715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177728.156250 Penalty: 2407.575439
	Iteration 32Q: 3 clusters Score -177728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177732.875000 Penalty: 2407.575439
	Iteration 33Q: 3 clusters Score -177732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177736.656250 Penalty: 2407.575439
	Iteration 34Q: 3 clusters Score -177736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177742.250000 Penalty: 2407.575439
	Iteration 35Q: 3 clusters Score -177742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -177747.250000 Penalty: 2407.575439
	Iteration 36Q: 3 clusters Score -177747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -177750.031250 Penalty: 2407.575439
	Iteration 37Q: 3 clusters Score -177750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177755.781250 Penalty: 2407.575439
	Iteration 38Q: 3 clusters Score -177755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -177762.562500 Penalty: 2407.575439
	Iteration 39Q: 3 clusters Score -177762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177763.578125 Penalty: 2407.575439
	Iteration 40F: 3 clusters Score -177763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 75736 members 
Mstep: Class 3 contains 86526 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 8 contains 68244 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 150587 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 21 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732512.000000 Penalty: 36686.867188
Iteration 119Q: 18 clusters Score -6.473251e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 75640 members 
Mstep: Class 3 contains 86707 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6125 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 136978 members 
Mstep: Class 8 contains 68309 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 68 members 
Mstep: Class 12 contains 150840 members 
Mstep: Class 13 contains 13624 members 
Mstep: Class 14 contains 16523 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 17837 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733292.000000 Penalty: 36686.867188
Iteration 120F: 18 clusters Score -6.473329e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 75383 members 
Mstep: Class 3 contains 86671 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 139146 members 
Mstep: Class 8 contains 68277 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 82 members 
Mstep: Class 12 contains 149028 members 
Mstep: Class 13 contains 13534 members 
Mstep: Class 14 contains 16479 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734284.000000 Penalty: 36686.867188
Iteration 121Q: 18 clusters Score -6.473428e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 74993 members 
Mstep: Class 3 contains 86653 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 6314 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 141173 members 
Mstep: Class 8 contains 68284 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 84 members 
Mstep: Class 12 contains 147388 members 
Mstep: Class 13 contains 13446 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 17885 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734468.000000 Penalty: 36686.867188
Iteration 122Q: 18 clusters Score -6.473447e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 74549 members 
Mstep: Class 3 contains 86625 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 142847 members 
Mstep: Class 8 contains 68272 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 146147 members 
Mstep: Class 13 contains 13382 members 
Mstep: Class 14 contains 16358 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 17898 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734500.000000 Penalty: 36686.867188
Iteration 123Q: 18 clusters Score -6.47345e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 73963 members 
Mstep: Class 3 contains 86597 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 144296 members 
Mstep: Class 8 contains 68273 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 88 members 
Mstep: Class 12 contains 145188 members 
Mstep: Class 13 contains 13342 members 
Mstep: Class 14 contains 16323 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 21 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734564.000000 Penalty: 36686.867188
Iteration 124Q: 18 clusters Score -6.473456e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 73360 members 
Mstep: Class 3 contains 86589 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 145500 members 
Mstep: Class 8 contains 68274 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 89 members 
Mstep: Class 12 contains 144475 members 
Mstep: Class 13 contains 13307 members 
Mstep: Class 14 contains 16291 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734740.000000 Penalty: 36686.867188
Iteration 125Q: 18 clusters Score -6.473474e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 72663 members 
Mstep: Class 3 contains 86584 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 146659 members 
Mstep: Class 8 contains 68274 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 143878 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734772.000000 Penalty: 36686.867188
Iteration 126Q: 18 clusters Score -6.473477e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 71904 members 
Mstep: Class 3 contains 86582 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 147815 members 
Mstep: Class 8 contains 68268 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 143282 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 16190 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 21 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734804.000000 Penalty: 36686.867188
Iteration 127Q: 18 clusters Score -6.47348e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 71150 members 
Mstep: Class 3 contains 86580 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 148892 members 
Mstep: Class 8 contains 68238 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 96 members 
Mstep: Class 12 contains 142745 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 16155 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 17999 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735072.000000 Penalty: 36686.867188
Iteration 128Q: 18 clusters Score -6.473507e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 70353 members 
Mstep: Class 3 contains 86583 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 150079 members 
Mstep: Class 8 contains 68210 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 98 members 
Mstep: Class 12 contains 142091 members 
Mstep: Class 13 contains 13332 members 
Mstep: Class 14 contains 16107 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 18039 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735136.000000 Penalty: 36686.867188
Iteration 129Q: 18 clusters Score -6.473514e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 69525 members 
Mstep: Class 3 contains 86589 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 151287 members 
Mstep: Class 8 contains 68193 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 100 members 
Mstep: Class 12 contains 141381 members 
Mstep: Class 13 contains 13346 members 
Mstep: Class 14 contains 16077 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 18069 members 
Mstep: Class 21 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735076.000000 Penalty: 36686.867188
Iteration 130Q: 18 clusters Score -6.473508e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 68697 members 
Mstep: Class 3 contains 86586 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 152518 members 
Mstep: Class 8 contains 68167 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 101 members 
Mstep: Class 12 contains 140604 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 16066 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 18091 members 
Mstep: Class 21 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734912.000000 Penalty: 36686.867188
Iteration 131Q: 18 clusters Score -6.473491e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 67872 members 
Mstep: Class 3 contains 86603 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 9078 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 153833 members 
Mstep: Class 8 contains 68137 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 104 members 
Mstep: Class 12 contains 139692 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 16052 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 18108 members 
Mstep: Class 21 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735068.000000 Penalty: 36686.867188
Iteration 132Q: 18 clusters Score -6.473507e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 67013 members 
Mstep: Class 3 contains 86619 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 155472 members 
Mstep: Class 8 contains 68099 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 107 members 
Mstep: Class 12 contains 138493 members 
Mstep: Class 13 contains 13399 members 
Mstep: Class 14 contains 16002 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 18130 members 
Mstep: Class 21 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735008.000000 Penalty: 36686.867188
Iteration 133Q: 18 clusters Score -6.473501e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 66116 members 
Mstep: Class 3 contains 86658 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 10121 members 
Mstep: Class 6 contains 971 members 
Mstep: Class 7 contains 157242 members 
Mstep: Class 8 contains 68041 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 1426 members 
Mstep: Class 11 contains 109 members 
Mstep: Class 12 contains 137133 members 
Mstep: Class 13 contains 13417 members 
Mstep: Class 14 contains 15924 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 18132 members 
Mstep: Class 21 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734984.000000 Penalty: 36686.867188
Iteration 134Q: 18 clusters Score -6.473498e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 65282 members 
Mstep: Class 3 contains 86709 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 159179 members 
Mstep: Class 8 contains 67981 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 111 members 
Mstep: Class 12 contains 135474 members 
Mstep: Class 13 contains 13439 members 
Mstep: Class 14 contains 15849 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 18146 members 
Mstep: Class 21 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734692.000000 Penalty: 36686.867188
Iteration 135Q: 18 clusters Score -6.473469e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64518 members 
Mstep: Class 3 contains 86756 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 11388 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 161171 members 
Mstep: Class 8 contains 67929 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 133691 members 
Mstep: Class 13 contains 13461 members 
Mstep: Class 14 contains 15738 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 18147 members 
Mstep: Class 21 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733932.000000 Penalty: 36686.867188
Iteration 136Q: 18 clusters Score -6.473393e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 63777 members 
Mstep: Class 3 contains 86811 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 12096 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 163144 members 
Mstep: Class 8 contains 67903 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 131815 members 
Mstep: Class 13 contains 13479 members 
Mstep: Class 14 contains 15643 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 18132 members 
Mstep: Class 21 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733352.000000 Penalty: 36686.867188
Iteration 137Q: 18 clusters Score -6.473335e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 63105 members 
Mstep: Class 3 contains 86864 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 12836 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 7 contains 165100 members 
Mstep: Class 8 contains 67877 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 129892 members 
Mstep: Class 13 contains 13501 members 
Mstep: Class 14 contains 15527 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 18114 members 
Mstep: Class 21 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2144.200928 but Gain 2158.050781
Score: -64732272.000000 Penalty: 34528.816406
Iteration 138Q: 17 clusters Score -6.473227e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 63430 members 
Mstep: Class 3 contains 86926 members 
Mstep: Class 5 contains 13636 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 167016 members 
Mstep: Class 8 contains 67873 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 11 contains 114 members 
Mstep: Class 12 contains 128122 members 
Mstep: Class 13 contains 13524 members 
Mstep: Class 14 contains 15402 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 18077 members 
Mstep: Class 21 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732688.000000 Penalty: 34528.816406
Iteration 139Q: 17 clusters Score -6.473269e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 62955 members 
Mstep: Class 3 contains 86961 members 
Mstep: Class 5 contains 14451 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 168298 members 
Mstep: Class 8 contains 67850 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 11 contains 114 members 
Mstep: Class 12 contains 126601 members 
Mstep: Class 13 contains 13536 members 
Mstep: Class 14 contains 15300 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 18031 members 
Mstep: Class 21 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732508.000000 Penalty: 34528.816406
Iteration 140F: 17 clusters Score -6.473251e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 62467 members 
Mstep: Class 3 contains 86979 members 
Mstep: Class 5 contains 15448 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 169106 members 
Mstep: Class 8 contains 67854 members 
Mstep: Class 9 contains 4294 members 
Mstep: Class 10 contains 1435 members 
Mstep: Class 11 contains 121 members 
Mstep: Class 12 contains 125388 members 
Mstep: Class 13 contains 13548 members 
Mstep: Class 14 contains 15187 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 17997 members 
Mstep: Class 21 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732620.000000 Penalty: 34528.816406
Iteration 141Q: 17 clusters Score -6.473262e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 62009 members 
Mstep: Class 3 contains 86993 members 
Mstep: Class 5 contains 16542 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 169274 members 
Mstep: Class 8 contains 67899 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 124680 members 
Mstep: Class 13 contains 13555 members 
Mstep: Class 14 contains 15066 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 17942 members 
Mstep: Class 21 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732512.000000 Penalty: 34528.816406
Iteration 142Q: 17 clusters Score -6.473251e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 61582 members 
Mstep: Class 3 contains 86973 members 
Mstep: Class 5 contains 17780 members 
Mstep: Class 6 contains 1059 members 
Mstep: Class 7 contains 168761 members 
Mstep: Class 8 contains 67950 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 124461 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 17890 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733020.000000 Penalty: 34528.816406
Iteration 143Q: 17 clusters Score -6.473302e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 61169 members 
Mstep: Class 3 contains 86930 members 
Mstep: Class 5 contains 19093 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 167789 members 
Mstep: Class 8 contains 68010 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 124663 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 14876 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 21 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733388.000000 Penalty: 34528.816406
Iteration 144Q: 17 clusters Score -6.473339e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 60663 members 
Mstep: Class 3 contains 86890 members 
Mstep: Class 5 contains 20454 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 68064 members 
Mstep: Class 9 contains 4281 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 125483 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 14779 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 17770 members 
Mstep: Class 21 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733956.000000 Penalty: 34528.816406
Iteration 145Q: 17 clusters Score -6.473396e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 60103 members 
Mstep: Class 3 contains 86837 members 
Mstep: Class 5 contains 21899 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 164169 members 
Mstep: Class 8 contains 68113 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 126809 members 
Mstep: Class 13 contains 13580 members 
Mstep: Class 14 contains 14686 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 17700 members 
Mstep: Class 21 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734988.000000 Penalty: 34528.816406
Iteration 146Q: 17 clusters Score -6.473499e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59450 members 
Mstep: Class 3 contains 86766 members 
Mstep: Class 5 contains 23358 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 161544 members 
Mstep: Class 8 contains 68166 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 128843 members 
Mstep: Class 13 contains 13593 members 
Mstep: Class 14 contains 14549 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 21 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736276.000000 Penalty: 34528.816406
Iteration 147Q: 17 clusters Score -6.473628e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 58761 members 
Mstep: Class 3 contains 86698 members 
Mstep: Class 5 contains 24806 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 158390 members 
Mstep: Class 8 contains 68223 members 
Mstep: Class 9 contains 4271 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 131476 members 
Mstep: Class 13 contains 13604 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 21 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737652.000000 Penalty: 34528.816406
Iteration 148Q: 17 clusters Score -6.473765e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 57973 members 
Mstep: Class 3 contains 86604 members 
Mstep: Class 5 contains 26310 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 154774 members 
Mstep: Class 8 contains 68269 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 1441 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 134647 members 
Mstep: Class 13 contains 13610 members 
Mstep: Class 14 contains 14275 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 21 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739272.000000 Penalty: 34528.816406
Iteration 149Q: 17 clusters Score -6.473927e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 57091 members 
Mstep: Class 3 contains 86519 members 
Mstep: Class 5 contains 27779 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 150974 members 
Mstep: Class 8 contains 68284 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 138150 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 14150 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 17316 members 
Mstep: Class 21 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740976.000000 Penalty: 34528.816406
Iteration 150Q: 17 clusters Score -6.474098e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 56201 members 
Mstep: Class 3 contains 86447 members 
Mstep: Class 5 contains 29082 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 147085 members 
Mstep: Class 8 contains 68302 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 141879 members 
Mstep: Class 13 contains 13623 members 
Mstep: Class 14 contains 14046 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 17210 members 
Mstep: Class 21 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742552.000000 Penalty: 34528.816406
Iteration 151Q: 17 clusters Score -6.474255e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55306 members 
Mstep: Class 3 contains 86408 members 
Mstep: Class 5 contains 30177 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 143455 members 
Mstep: Class 8 contains 68323 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 145509 members 
Mstep: Class 13 contains 13634 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 21 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743576.000000 Penalty: 34528.816406
Iteration 152Q: 17 clusters Score -6.474358e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 54336 members 
Mstep: Class 3 contains 86397 members 
Mstep: Class 5 contains 31174 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 140167 members 
Mstep: Class 8 contains 68378 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 148927 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 17012 members 
Mstep: Class 21 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744224.000000 Penalty: 34528.816406
Iteration 153Q: 17 clusters Score -6.474422e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 53288 members 
Mstep: Class 3 contains 86404 members 
Mstep: Class 5 contains 32215 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 137445 members 
Mstep: Class 8 contains 68413 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 130 members 
Mstep: Class 12 contains 151810 members 
Mstep: Class 13 contains 13657 members 
Mstep: Class 14 contains 13690 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 16936 members 
Mstep: Class 21 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745080.000000 Penalty: 34528.816406
Iteration 154Q: 17 clusters Score -6.474508e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 52309 members 
Mstep: Class 3 contains 86421 members 
Mstep: Class 5 contains 33252 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 134998 members 
Mstep: Class 8 contains 68406 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 154364 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 13561 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 16892 members 
Mstep: Class 21 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745428.000000 Penalty: 34528.816406
Iteration 155Q: 17 clusters Score -6.474543e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 51584 members 
Mstep: Class 3 contains 86426 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 132901 members 
Mstep: Class 8 contains 68471 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 156213 members 
Mstep: Class 13 contains 13679 members 
Mstep: Class 14 contains 13405 members 
Mstep: Class 15 contains 1167 members 
Mstep: Class 16 contains 16897 members 
Mstep: Class 21 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745824.000000 Penalty: 34528.816406
Iteration 156Q: 17 clusters Score -6.474582e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 50946 members 
Mstep: Class 3 contains 86424 members 
Mstep: Class 5 contains 35325 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 131184 members 
Mstep: Class 8 contains 68536 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 157589 members 
Mstep: Class 13 contains 13690 members 
Mstep: Class 14 contains 13237 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 16926 members 
Mstep: Class 21 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745988.000000 Penalty: 34528.816406
Iteration 157Q: 17 clusters Score -6.474599e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 50300 members 
Mstep: Class 3 contains 86432 members 
Mstep: Class 5 contains 36365 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 129852 members 
Mstep: Class 8 contains 68603 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 158597 members 
Mstep: Class 13 contains 13714 members 
Mstep: Class 14 contains 13036 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 21 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746052.000000 Penalty: 34528.816406
Iteration 158Q: 17 clusters Score -6.474605e+07 nChanged 5328
Entering ConstructFrom: 
Score: -64746052.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -200335.250000 Penalty: 1224.918945
	Iteration 0F: 2 clusters Score -200335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198359.343750 Penalty: 2449.837891
	Iteration 0F: 3 clusters Score -198359.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -198781.812500 Penalty: 2449.837891
	Iteration 1F: 3 clusters Score -198781.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -198895.140625 Penalty: 2449.837891
	Iteration 2F: 3 clusters Score -198895.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198971.125000 Penalty: 2449.837891
	Iteration 3F: 3 clusters Score -198971.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -199030.171875 Penalty: 2449.837891
	Iteration 4Q: 3 clusters Score -199030.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199064.593750 Penalty: 2449.837891
	Iteration 5Q: 3 clusters Score -199064.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -199087.250000 Penalty: 2449.837891
	Iteration 6Q: 3 clusters Score -199087.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -199119.734375 Penalty: 2449.837891
	Iteration 7Q: 3 clusters Score -199119.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -199145.453125 Penalty: 2449.837891
	Iteration 8Q: 3 clusters Score -199145.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -199161.468750 Penalty: 2449.837891
	Iteration 9Q: 3 clusters Score -199161.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -199179.750000 Penalty: 2449.837891
	Iteration 10Q: 3 clusters Score -199179.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -199191.296875 Penalty: 2449.837891
	Iteration 11Q: 3 clusters Score -199191.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199201.093750 Penalty: 2449.837891
	Iteration 12Q: 3 clusters Score -199201.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -199212.296875 Penalty: 2449.837891
	Iteration 13Q: 3 clusters Score -199212.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -199221.500000 Penalty: 2449.837891
	Iteration 14Q: 3 clusters Score -199221.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -199238.796875 Penalty: 2449.837891
	Iteration 15Q: 3 clusters Score -199238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -199262.781250 Penalty: 2449.837891
	Iteration 16Q: 3 clusters Score -199262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -199280.250000 Penalty: 2449.837891
	Iteration 17Q: 3 clusters Score -199280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -199292.984375 Penalty: 2449.837891
	Iteration 18Q: 3 clusters Score -199293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -199310.906250 Penalty: 2449.837891
	Iteration 19Q: 3 clusters Score -199310.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -199334.406250 Penalty: 2449.837891
	Iteration 20F: 3 clusters Score -199334.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -199372.375000 Penalty: 2449.837891
	Iteration 21Q: 3 clusters Score -199372.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -199401.593750 Penalty: 2449.837891
	Iteration 22Q: 3 clusters Score -199401.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -199434.437500 Penalty: 2449.837891
	Iteration 23Q: 3 clusters Score -199434.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -199464.828125 Penalty: 2449.837891
	Iteration 24Q: 3 clusters Score -199464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -199482.890625 Penalty: 2449.837891
	Iteration 25Q: 3 clusters Score -199482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -199491.562500 Penalty: 2449.837891
	Iteration 26Q: 3 clusters Score -199491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -199495.468750 Penalty: 2449.837891
	Iteration 27Q: 3 clusters Score -199495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -199500.453125 Penalty: 2449.837891
	Iteration 28Q: 3 clusters Score -199500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -199504.171875 Penalty: 2449.837891
	Iteration 29Q: 3 clusters Score -199504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -199508.156250 Penalty: 2449.837891
	Iteration 30Q: 3 clusters Score -199508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -199511.703125 Penalty: 2449.837891
	Iteration 31Q: 3 clusters Score -199511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -199515.859375 Penalty: 2449.837891
	Iteration 32Q: 3 clusters Score -199515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199518.562500 Penalty: 2449.837891
	Iteration 33Q: 3 clusters Score -199518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -199520.390625 Penalty: 2449.837891
	Iteration 34Q: 3 clusters Score -199520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199521.406250 Penalty: 2449.837891
	Iteration 35Q: 3 clusters Score -199521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -199522.921875 Penalty: 2449.837891
	Iteration 36Q: 3 clusters Score -199522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -199523.796875 Penalty: 2449.837891
	Iteration 37Q: 3 clusters Score -199523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -199524.562500 Penalty: 2449.837891
	Iteration 38Q: 3 clusters Score -199524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -199524.562500 Penalty: 2449.837891
	Iteration 39F: 3 clusters Score -199524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Entering Unmasked Estep 
Score: -5663811.500000 Penalty: 1757.255615
	Iteration 0F: 2 clusters Score -5663812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5630688.000000 Penalty: 3514.511230
	Iteration 0F: 3 clusters Score -5630688 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5643740.000000 Penalty: 3514.511230
	Iteration 1F: 3 clusters Score -5643740 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5644211.500000 Penalty: 3514.511230
	Iteration 2Q: 3 clusters Score -5644212 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5644694.000000 Penalty: 3514.511230
	Iteration 3Q: 3 clusters Score -5644694 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5645153.000000 Penalty: 3514.511230
	Iteration 4Q: 3 clusters Score -5645153 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5645578.000000 Penalty: 3514.511230
	Iteration 5Q: 3 clusters Score -5645578 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5646143.000000 Penalty: 3514.511230
	Iteration 6Q: 3 clusters Score -5646143 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5646772.500000 Penalty: 3514.511230
	Iteration 7Q: 3 clusters Score -5646772 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5647815.500000 Penalty: 3514.511230
	Iteration 8Q: 3 clusters Score -5647816 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5649441.000000 Penalty: 3514.511230
	Iteration 9F: 3 clusters Score -5649441 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5651882.000000 Penalty: 3514.511230
	Iteration 10F: 3 clusters Score -5651882 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5654754.000000 Penalty: 3514.511230
	Iteration 11F: 3 clusters Score -5654754 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5657365.000000 Penalty: 3514.511230
	Iteration 12F: 3 clusters Score -5657365 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5659308.000000 Penalty: 3514.511230
	Iteration 13Q: 3 clusters Score -5659308 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5660532.500000 Penalty: 3514.511230
	Iteration 14Q: 3 clusters Score -5660532 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -5661218.000000 Penalty: 3514.511230
	Iteration 15Q: 3 clusters Score -5661218 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5661603.000000 Penalty: 3514.511230
	Iteration 16Q: 3 clusters Score -5661603 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -5661887.000000 Penalty: 3514.511230
	Iteration 17Q: 3 clusters Score -5661887 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5662044.000000 Penalty: 3514.511230
	Iteration 18Q: 3 clusters Score -5662044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5662141.000000 Penalty: 3514.511230
	Iteration 19Q: 3 clusters Score -5662141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -5662238.500000 Penalty: 3514.511230
	Iteration 20F: 3 clusters Score -5662238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5662296.500000 Penalty: 3514.511230
	Iteration 21Q: 3 clusters Score -5662296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -5662331.000000 Penalty: 3514.511230
	Iteration 22Q: 3 clusters Score -5662331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -5662347.000000 Penalty: 3514.511230
	Iteration 23Q: 3 clusters Score -5662347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -5662361.000000 Penalty: 3514.511230
	Iteration 24Q: 3 clusters Score -5662361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5662367.000000 Penalty: 3514.511230
	Iteration 25Q: 3 clusters Score -5662367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -5662379.000000 Penalty: 3514.511230
	Iteration 26Q: 3 clusters Score -5662379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -5662393.000000 Penalty: 3514.511230
	Iteration 27Q: 3 clusters Score -5662393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -5662409.500000 Penalty: 3514.511230
	Iteration 28Q: 3 clusters Score -5662410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -5662414.000000 Penalty: 3514.511230
	Iteration 29Q: 3 clusters Score -5662414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5662423.500000 Penalty: 3514.511230
	Iteration 30Q: 3 clusters Score -5662424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -5662428.500000 Penalty: 3514.511230
	Iteration 31Q: 3 clusters Score -5662428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5662426.500000 Penalty: 3514.511230
	Iteration 32Q: 3 clusters Score -5662426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -5662429.500000 Penalty: 3514.511230
	Iteration 33Q: 3 clusters Score -5662430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5662441.500000 Penalty: 3514.511230
	Iteration 34Q: 3 clusters Score -5662442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -5662446.000000 Penalty: 3514.511230
	Iteration 35Q: 3 clusters Score -5662446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -5662450.500000 Penalty: 3514.511230
	Iteration 36Q: 3 clusters Score -5662450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -5662453.000000 Penalty: 3514.511230
	Iteration 37Q: 3 clusters Score -5662453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -5662449.500000 Penalty: 3514.511230
	Iteration 38Q: 3 clusters Score -5662450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -5662455.500000 Penalty: 3514.511230
	Iteration 39Q: 3 clusters Score -5662456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5662462.000000 Penalty: 3514.511230
	Iteration 40F: 3 clusters Score -5662462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -5662461.000000 Penalty: 3514.511230
	Iteration 41Q: 3 clusters Score -5662461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -5662461.000000 Penalty: 3514.511230
	Iteration 42F: 3 clusters Score -5662461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Entering Unmasked Estep 
Score: -9665384.000000 Penalty: 1847.165283
	Iteration 0F: 2 clusters Score -9665384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9607513.000000 Penalty: 3694.330566
	Iteration 0F: 3 clusters Score -9607513 nChanged 41350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -9631172.000000 Penalty: 3694.330566
	Iteration 1F: 3 clusters Score -9631172 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -9631642.000000 Penalty: 3694.330566
	Iteration 2Q: 3 clusters Score -9631642 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -9632140.000000 Penalty: 3694.330566
	Iteration 3Q: 3 clusters Score -9632140 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -9632762.000000 Penalty: 3694.330566
	Iteration 4Q: 3 clusters Score -9632762 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -9633496.000000 Penalty: 3694.330566
	Iteration 5Q: 3 clusters Score -9633496 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9634615.000000 Penalty: 3694.330566
	Iteration 6Q: 3 clusters Score -9634615 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -9636267.000000 Penalty: 3694.330566
	Iteration 7Q: 3 clusters Score -9636267 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -9638969.000000 Penalty: 3694.330566
	Iteration 8F: 3 clusters Score -9638969 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -9642714.000000 Penalty: 3694.330566
	Iteration 9F: 3 clusters Score -9642714 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -9647467.000000 Penalty: 3694.330566
	Iteration 10F: 3 clusters Score -9647467 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -9652254.000000 Penalty: 3694.330566
	Iteration 11F: 3 clusters Score -9652254 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -9656140.000000 Penalty: 3694.330566
	Iteration 12F: 3 clusters Score -9656140 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -9658902.000000 Penalty: 3694.330566
	Iteration 13Q: 3 clusters Score -9658902 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -9660809.000000 Penalty: 3694.330566
	Iteration 14Q: 3 clusters Score -9660809 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9661866.000000 Penalty: 3694.330566
	Iteration 15Q: 3 clusters Score -9661866 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9662515.000000 Penalty: 3694.330566
	Iteration 16Q: 3 clusters Score -9662515 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9662979.000000 Penalty: 3694.330566
	Iteration 17Q: 3 clusters Score -9662979 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9663309.000000 Penalty: 3694.330566
	Iteration 18Q: 3 clusters Score -9663309 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9663484.000000 Penalty: 3694.330566
	Iteration 19Q: 3 clusters Score -9663484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9663559.000000 Penalty: 3694.330566
	Iteration 20F: 3 clusters Score -9663559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9663618.000000 Penalty: 3694.330566
	Iteration 21Q: 3 clusters Score -9663618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9663668.000000 Penalty: 3694.330566
	Iteration 22Q: 3 clusters Score -9663668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9663701.000000 Penalty: 3694.330566
	Iteration 23Q: 3 clusters Score -9663701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9663716.000000 Penalty: 3694.330566
	Iteration 24Q: 3 clusters Score -9663716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9663727.000000 Penalty: 3694.330566
	Iteration 25Q: 3 clusters Score -9663727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9663730.000000 Penalty: 3694.330566
	Iteration 26Q: 3 clusters Score -9663730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9663738.000000 Penalty: 3694.330566
	Iteration 27Q: 3 clusters Score -9663738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9663738.000000 Penalty: 3694.330566
	Iteration 28F: 3 clusters Score -9663738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Entering Unmasked Estep 
Score: -4262475.500000 Penalty: 1710.866455
	Iteration 0F: 2 clusters Score -4262476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4237441.000000 Penalty: 3421.732910
	Iteration 0F: 3 clusters Score -4237441 nChanged 17276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4247029.500000 Penalty: 3421.732910
	Iteration 1F: 3 clusters Score -4247030 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4247437.500000 Penalty: 3421.732910
	Iteration 2Q: 3 clusters Score -4247438 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4247849.500000 Penalty: 3421.732910
	Iteration 3Q: 3 clusters Score -4247850 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4248364.500000 Penalty: 3421.732910
	Iteration 4Q: 3 clusters Score -4248364 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4249089.500000 Penalty: 3421.732910
	Iteration 5Q: 3 clusters Score -4249090 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -4250143.500000 Penalty: 3421.732910
	Iteration 6F: 3 clusters Score -4250144 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4251630.500000 Penalty: 3421.732910
	Iteration 7F: 3 clusters Score -4251630 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4253819.500000 Penalty: 3421.732910
	Iteration 8F: 3 clusters Score -4253820 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4256584.000000 Penalty: 3421.732910
	Iteration 9F: 3 clusters Score -4256584 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4258777.000000 Penalty: 3421.732910
	Iteration 10F: 3 clusters Score -4258777 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4259705.000000 Penalty: 3421.732910
	Iteration 11Q: 3 clusters Score -4259705 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4259990.000000 Penalty: 3421.732910
	Iteration 12Q: 3 clusters Score -4259990 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4260132.000000 Penalty: 3421.732910
	Iteration 13Q: 3 clusters Score -4260132 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4260222.500000 Penalty: 3421.732910
	Iteration 14Q: 3 clusters Score -4260222 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4260306.500000 Penalty: 3421.732910
	Iteration 15Q: 3 clusters Score -4260306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -4260369.500000 Penalty: 3421.732910
	Iteration 16Q: 3 clusters Score -4260370 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4260443.000000 Penalty: 3421.732910
	Iteration 17Q: 3 clusters Score -4260443 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4260508.500000 Penalty: 3421.732910
	Iteration 18Q: 3 clusters Score -4260508 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4260564.000000 Penalty: 3421.732910
	Iteration 19Q: 3 clusters Score -4260564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4260642.000000 Penalty: 3421.732910
	Iteration 20F: 3 clusters Score -4260642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4260686.500000 Penalty: 3421.732910
	Iteration 21Q: 3 clusters Score -4260686 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4260717.000000 Penalty: 3421.732910
	Iteration 22Q: 3 clusters Score -4260717 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4260788.000000 Penalty: 3421.732910
	Iteration 23Q: 3 clusters Score -4260788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4260853.500000 Penalty: 3421.732910
	Iteration 24Q: 3 clusters Score -4260854 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4260903.000000 Penalty: 3421.732910
	Iteration 25Q: 3 clusters Score -4260903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4260932.500000 Penalty: 3421.732910
	Iteration 26Q: 3 clusters Score -4260932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4260974.000000 Penalty: 3421.732910
	Iteration 27Q: 3 clusters Score -4260974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4261009.000000 Penalty: 3421.732910
	Iteration 28Q: 3 clusters Score -4261009 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4261029.000000 Penalty: 3421.732910
	Iteration 29Q: 3 clusters Score -4261029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4261047.500000 Penalty: 3421.732910
	Iteration 30Q: 3 clusters Score -4261048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4261072.500000 Penalty: 3421.732910
	Iteration 31Q: 3 clusters Score -4261072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4261100.500000 Penalty: 3421.732910
	Iteration 32Q: 3 clusters Score -4261100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4261121.000000 Penalty: 3421.732910
	Iteration 33Q: 3 clusters Score -4261121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4261140.500000 Penalty: 3421.732910
	Iteration 34Q: 3 clusters Score -4261140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4261162.000000 Penalty: 3421.732910
	Iteration 35Q: 3 clusters Score -4261162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4261178.000000 Penalty: 3421.732910
	Iteration 36Q: 3 clusters Score -4261178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -4261181.000000 Penalty: 3421.732910
	Iteration 37Q: 3 clusters Score -4261181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4261189.500000 Penalty: 3421.732910
	Iteration 38Q: 3 clusters Score -4261190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4261198.000000 Penalty: 3421.732910
	Iteration 39Q: 3 clusters Score -4261198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4261201.500000 Penalty: 3421.732910
	Iteration 40F: 3 clusters Score -4261202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4261210.500000 Penalty: 3421.732910
	Iteration 41Q: 3 clusters Score -4261210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4261213.000000 Penalty: 3421.732910
	Iteration 42Q: 3 clusters Score -4261213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4261218.000000 Penalty: 3421.732910
	Iteration 43Q: 3 clusters Score -4261218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4261231.000000 Penalty: 3421.732910
	Iteration 44Q: 3 clusters Score -4261231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4261233.500000 Penalty: 3421.732910
	Iteration 45Q: 3 clusters Score -4261234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4261241.500000 Penalty: 3421.732910
	Iteration 46Q: 3 clusters Score -4261242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4261246.500000 Penalty: 3421.732910
	Iteration 47Q: 3 clusters Score -4261246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4261257.500000 Penalty: 3421.732910
	Iteration 48Q: 3 clusters Score -4261258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4261263.000000 Penalty: 3421.732910
	Iteration 49Q: 3 clusters Score -4261263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4261264.500000 Penalty: 3421.732910
	Iteration 50Q: 3 clusters Score -4261264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4261270.000000 Penalty: 3421.732910
	Iteration 51Q: 3 clusters Score -4261270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4261272.500000 Penalty: 3421.732910
	Iteration 52Q: 3 clusters Score -4261272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4261274.000000 Penalty: 3421.732910
	Iteration 53Q: 3 clusters Score -4261274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4261274.000000 Penalty: 3421.732910
	Iteration 54Q: 3 clusters Score -4261274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4261280.500000 Penalty: 3421.732910
	Iteration 55Q: 3 clusters Score -4261280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4261279.000000 Penalty: 3421.732910
	Iteration 56Q: 3 clusters Score -4261279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4261279.000000 Penalty: 3421.732910
	Iteration 57F: 3 clusters Score -4261279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -112623.312500 Penalty: 1135.916626
	Iteration 0F: 2 clusters Score -112623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111126.289062 Penalty: 2271.833252
	Iteration 0F: 3 clusters Score -111126.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111440.335938 Penalty: 2271.833252
	Iteration 1F: 3 clusters Score -111440.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111598.796875 Penalty: 2271.833252
	Iteration 2F: 3 clusters Score -111598.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -111695.046875 Penalty: 2271.833252
	Iteration 3F: 3 clusters Score -111695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111757.859375 Penalty: 2271.833252
	Iteration 4Q: 3 clusters Score -111757.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111812.210938 Penalty: 2271.833252
	Iteration 5Q: 3 clusters Score -111812.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -111864.906250 Penalty: 2271.833252
	Iteration 6Q: 3 clusters Score -111864.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111897.726562 Penalty: 2271.833252
	Iteration 7Q: 3 clusters Score -111897.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -111924.609375 Penalty: 2271.833252
	Iteration 8Q: 3 clusters Score -111924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -111956.500000 Penalty: 2271.833252
	Iteration 9Q: 3 clusters Score -111956.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -111982.984375 Penalty: 2271.833252
	Iteration 10Q: 3 clusters Score -111983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -111991.500000 Penalty: 2271.833252
	Iteration 11Q: 3 clusters Score -111991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -112001.328125 Penalty: 2271.833252
	Iteration 12Q: 3 clusters Score -112001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -112010.828125 Penalty: 2271.833252
	Iteration 13Q: 3 clusters Score -112010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -112015.578125 Penalty: 2271.833252
	Iteration 14Q: 3 clusters Score -112015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -112019.796875 Penalty: 2271.833252
	Iteration 15Q: 3 clusters Score -112019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -112023.234375 Penalty: 2271.833252
	Iteration 16Q: 3 clusters Score -112023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -112027.937500 Penalty: 2271.833252
	Iteration 17Q: 3 clusters Score -112027.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112028.453125 Penalty: 2271.833252
	Iteration 18Q: 3 clusters Score -112028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112028.453125 Penalty: 2271.833252
	Iteration 19F: 3 clusters Score -112028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (128736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Entering Unmasked Estep 
Score: -14496039.000000 Penalty: 1911.896851
	Iteration 0F: 2 clusters Score -1.449604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -14412084.000000 Penalty: 3823.793701
	Iteration 0F: 3 clusters Score -1.441208e+07 nChanged 61918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -14447760.000000 Penalty: 3823.793701
	Iteration 1F: 3 clusters Score -1.444776e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -14448993.000000 Penalty: 3823.793701
	Iteration 2Q: 3 clusters Score -1.444899e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -14450413.000000 Penalty: 3823.793701
	Iteration 3Q: 3 clusters Score -1.445041e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -14452663.000000 Penalty: 3823.793701
	Iteration 4Q: 3 clusters Score -1.445266e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -14456496.000000 Penalty: 3823.793701
	Iteration 5F: 3 clusters Score -1.44565e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -14462275.000000 Penalty: 3823.793701
	Iteration 6F: 3 clusters Score -1.446228e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -14470666.000000 Penalty: 3823.793701
	Iteration 7F: 3 clusters Score -1.447067e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -14478884.000000 Penalty: 3823.793701
	Iteration 8F: 3 clusters Score -1.447888e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -14483107.000000 Penalty: 3823.793701
	Iteration 9F: 3 clusters Score -1.448311e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -14484715.000000 Penalty: 3823.793701
	Iteration 10Q: 3 clusters Score -1.448472e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -14485814.000000 Penalty: 3823.793701
	Iteration 11Q: 3 clusters Score -1.448581e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -14486804.000000 Penalty: 3823.793701
	Iteration 12Q: 3 clusters Score -1.44868e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -14487659.000000 Penalty: 3823.793701
	Iteration 13Q: 3 clusters Score -1.448766e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -14488396.000000 Penalty: 3823.793701
	Iteration 14Q: 3 clusters Score -1.44884e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -14488981.000000 Penalty: 3823.793701
	Iteration 15Q: 3 clusters Score -1.448898e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -14489339.000000 Penalty: 3823.793701
	Iteration 16Q: 3 clusters Score -1.448934e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -14489733.000000 Penalty: 3823.793701
	Iteration 17Q: 3 clusters Score -1.448973e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -14490146.000000 Penalty: 3823.793701
	Iteration 18Q: 3 clusters Score -1.449015e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -14490385.000000 Penalty: 3823.793701
	Iteration 19Q: 3 clusters Score -1.449038e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -14490583.000000 Penalty: 3823.793701
	Iteration 20F: 3 clusters Score -1.449058e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -14490737.000000 Penalty: 3823.793701
	Iteration 21Q: 3 clusters Score -1.449074e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -14490912.000000 Penalty: 3823.793701
	Iteration 22Q: 3 clusters Score -1.449091e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -14491028.000000 Penalty: 3823.793701
	Iteration 23Q: 3 clusters Score -1.449103e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -14491186.000000 Penalty: 3823.793701
	Iteration 24Q: 3 clusters Score -1.449119e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -14491262.000000 Penalty: 3823.793701
	Iteration 25Q: 3 clusters Score -1.449126e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -14491374.000000 Penalty: 3823.793701
	Iteration 26Q: 3 clusters Score -1.449137e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -14491472.000000 Penalty: 3823.793701
	Iteration 27Q: 3 clusters Score -1.449147e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -14491571.000000 Penalty: 3823.793701
	Iteration 28Q: 3 clusters Score -1.449157e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -14491719.000000 Penalty: 3823.793701
	Iteration 29Q: 3 clusters Score -1.449172e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -14491809.000000 Penalty: 3823.793701
	Iteration 30Q: 3 clusters Score -1.449181e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -14491917.000000 Penalty: 3823.793701
	Iteration 31Q: 3 clusters Score -1.449192e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -14492018.000000 Penalty: 3823.793701
	Iteration 32Q: 3 clusters Score -1.449202e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -14492126.000000 Penalty: 3823.793701
	Iteration 33Q: 3 clusters Score -1.449213e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -14492238.000000 Penalty: 3823.793701
	Iteration 34Q: 3 clusters Score -1.449224e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -14492284.000000 Penalty: 3823.793701
	Iteration 35Q: 3 clusters Score -1.449228e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -14492352.000000 Penalty: 3823.793701
	Iteration 36Q: 3 clusters Score -1.449235e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -14492479.000000 Penalty: 3823.793701
	Iteration 37Q: 3 clusters Score -1.449248e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -14492568.000000 Penalty: 3823.793701
	Iteration 38Q: 3 clusters Score -1.449257e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -14492669.000000 Penalty: 3823.793701
	Iteration 39Q: 3 clusters Score -1.449267e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -14492727.000000 Penalty: 3823.793701
	Iteration 40F: 3 clusters Score -1.449273e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -14492830.000000 Penalty: 3823.793701
	Iteration 41Q: 3 clusters Score -1.449283e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -14492861.000000 Penalty: 3823.793701
	Iteration 42Q: 3 clusters Score -1.449286e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -14492932.000000 Penalty: 3823.793701
	Iteration 43Q: 3 clusters Score -1.449293e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -14493020.000000 Penalty: 3823.793701
	Iteration 44Q: 3 clusters Score -1.449302e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -14493041.000000 Penalty: 3823.793701
	Iteration 45Q: 3 clusters Score -1.449304e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -14493145.000000 Penalty: 3823.793701
	Iteration 46Q: 3 clusters Score -1.449314e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -14493206.000000 Penalty: 3823.793701
	Iteration 47Q: 3 clusters Score -1.449321e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -14493274.000000 Penalty: 3823.793701
	Iteration 48Q: 3 clusters Score -1.449327e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -14493362.000000 Penalty: 3823.793701
	Iteration 49Q: 3 clusters Score -1.449336e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -14493353.000000 Penalty: 3823.793701
	Iteration 50Q: 3 clusters Score -1.449335e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -14493422.000000 Penalty: 3823.793701
	Iteration 51Q: 3 clusters Score -1.449342e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -14493455.000000 Penalty: 3823.793701
	Iteration 52Q: 3 clusters Score -1.449346e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -14493532.000000 Penalty: 3823.793701
	Iteration 53Q: 3 clusters Score -1.449353e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -14493560.000000 Penalty: 3823.793701
	Iteration 54Q: 3 clusters Score -1.449356e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -14493649.000000 Penalty: 3823.793701
	Iteration 55Q: 3 clusters Score -1.449365e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -14493672.000000 Penalty: 3823.793701
	Iteration 56Q: 3 clusters Score -1.449367e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 111904 members 
Entering Unmasked Estep 
Score: -14493717.000000 Penalty: 3823.793701
	Iteration 57Q: 3 clusters Score -1.449372e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -14493762.000000 Penalty: 3823.793701
	Iteration 58Q: 3 clusters Score -1.449376e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -14493786.000000 Penalty: 3823.793701
	Iteration 59Q: 3 clusters Score -1.449379e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -14493844.000000 Penalty: 3823.793701
	Iteration 60F: 3 clusters Score -1.449384e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -14493880.000000 Penalty: 3823.793701
	Iteration 61Q: 3 clusters Score -1.449388e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -14493963.000000 Penalty: 3823.793701
	Iteration 62Q: 3 clusters Score -1.449396e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -14494002.000000 Penalty: 3823.793701
	Iteration 63Q: 3 clusters Score -1.4494e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -14494029.000000 Penalty: 3823.793701
	Iteration 64Q: 3 clusters Score -1.449403e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -14494044.000000 Penalty: 3823.793701
	Iteration 65Q: 3 clusters Score -1.449404e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -14494075.000000 Penalty: 3823.793701
	Iteration 66Q: 3 clusters Score -1.449408e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -14494155.000000 Penalty: 3823.793701
	Iteration 67Q: 3 clusters Score -1.449416e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -14494188.000000 Penalty: 3823.793701
	Iteration 68Q: 3 clusters Score -1.449419e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 115838 members 
Entering Unmasked Estep 
Score: -14494203.000000 Penalty: 3823.793701
	Iteration 69Q: 3 clusters Score -1.44942e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -14494205.000000 Penalty: 3823.793701
	Iteration 70Q: 3 clusters Score -1.44942e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -14494251.000000 Penalty: 3823.793701
	Iteration 71Q: 3 clusters Score -1.449425e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 116755 members 
Entering Unmasked Estep 
Score: -14494340.000000 Penalty: 3823.793701
	Iteration 72Q: 3 clusters Score -1.449434e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 117057 members 
Entering Unmasked Estep 
Score: -14494371.000000 Penalty: 3823.793701
	Iteration 73Q: 3 clusters Score -1.449437e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -14494413.000000 Penalty: 3823.793701
	Iteration 74Q: 3 clusters Score -1.449441e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -14494446.000000 Penalty: 3823.793701
	Iteration 75Q: 3 clusters Score -1.449445e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -14494507.000000 Penalty: 3823.793701
	Iteration 76Q: 3 clusters Score -1.449451e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -14494546.000000 Penalty: 3823.793701
	Iteration 77Q: 3 clusters Score -1.449455e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -14494574.000000 Penalty: 3823.793701
	Iteration 78Q: 3 clusters Score -1.449457e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 118470 members 
Entering Unmasked Estep 
Score: -14494582.000000 Penalty: 3823.793701
	Iteration 79Q: 3 clusters Score -1.449458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -14494610.000000 Penalty: 3823.793701
	Iteration 80F: 3 clusters Score -1.449461e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 118767 members 
Entering Unmasked Estep 
Score: -14494575.000000 Penalty: 3823.793701
	Iteration 81Q: 3 clusters Score -1.449458e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -14494566.000000 Penalty: 3823.793701
	Iteration 82Q: 3 clusters Score -1.449457e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -14494583.000000 Penalty: 3823.793701
	Iteration 83Q: 3 clusters Score -1.449458e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -14494592.000000 Penalty: 3823.793701
	Iteration 84Q: 3 clusters Score -1.449459e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -14494557.000000 Penalty: 3823.793701
	Iteration 85Q: 3 clusters Score -1.449456e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -14494568.000000 Penalty: 3823.793701
	Iteration 86Q: 3 clusters Score -1.449457e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -14494607.000000 Penalty: 3823.793701
	Iteration 87Q: 3 clusters Score -1.449461e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -14494585.000000 Penalty: 3823.793701
	Iteration 88Q: 3 clusters Score -1.449458e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -14494595.000000 Penalty: 3823.793701
	Iteration 89Q: 3 clusters Score -1.44946e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -14494629.000000 Penalty: 3823.793701
	Iteration 90Q: 3 clusters Score -1.449463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -14494658.000000 Penalty: 3823.793701
	Iteration 91Q: 3 clusters Score -1.449466e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -14494666.000000 Penalty: 3823.793701
	Iteration 92Q: 3 clusters Score -1.449467e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -14494685.000000 Penalty: 3823.793701
	Iteration 93Q: 3 clusters Score -1.449468e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -14494667.000000 Penalty: 3823.793701
	Iteration 94Q: 3 clusters Score -1.449467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -14494696.000000 Penalty: 3823.793701
	Iteration 95Q: 3 clusters Score -1.44947e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -14494686.000000 Penalty: 3823.793701
	Iteration 96Q: 3 clusters Score -1.449469e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 120662 members 
Entering Unmasked Estep 
Score: -14494697.000000 Penalty: 3823.793701
	Iteration 97Q: 3 clusters Score -1.44947e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -14494734.000000 Penalty: 3823.793701
	Iteration 98Q: 3 clusters Score -1.449473e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 120863 members 
Entering Unmasked Estep 
Score: -14494741.000000 Penalty: 3823.793701
	Iteration 99Q: 3 clusters Score -1.449474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -14494762.000000 Penalty: 3823.793701
	Iteration 100F: 3 clusters Score -1.449476e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 121061 members 
Entering Unmasked Estep 
Score: -14494768.000000 Penalty: 3823.793701
	Iteration 101Q: 3 clusters Score -1.449477e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 121173 members 
Entering Unmasked Estep 
Score: -14494773.000000 Penalty: 3823.793701
	Iteration 102Q: 3 clusters Score -1.449477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -14494780.000000 Penalty: 3823.793701
	Iteration 103Q: 3 clusters Score -1.449478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -14494787.000000 Penalty: 3823.793701
	Iteration 104Q: 3 clusters Score -1.449479e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 121491 members 
Entering Unmasked Estep 
Score: -14494798.000000 Penalty: 3823.793701
	Iteration 105Q: 3 clusters Score -1.44948e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -14494818.000000 Penalty: 3823.793701
	Iteration 106Q: 3 clusters Score -1.449482e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -14494858.000000 Penalty: 3823.793701
	Iteration 107Q: 3 clusters Score -1.449486e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -14494839.000000 Penalty: 3823.793701
	Iteration 108Q: 3 clusters Score -1.449484e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -14494829.000000 Penalty: 3823.793701
	Iteration 109Q: 3 clusters Score -1.449483e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 121947 members 
Entering Unmasked Estep 
Score: -14494826.000000 Penalty: 3823.793701
	Iteration 110Q: 3 clusters Score -1.449483e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -14494836.000000 Penalty: 3823.793701
	Iteration 111Q: 3 clusters Score -1.449484e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 122106 members 
Entering Unmasked Estep 
Score: -14494855.000000 Penalty: 3823.793701
	Iteration 112Q: 3 clusters Score -1.449486e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 122170 members 
Entering Unmasked Estep 
Score: -14494848.000000 Penalty: 3823.793701
	Iteration 113Q: 3 clusters Score -1.449485e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -14494838.000000 Penalty: 3823.793701
	Iteration 114Q: 3 clusters Score -1.449484e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 122330 members 
Entering Unmasked Estep 
Score: -14494835.000000 Penalty: 3823.793701
	Iteration 115Q: 3 clusters Score -1.449484e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -14494844.000000 Penalty: 3823.793701
	Iteration 116Q: 3 clusters Score -1.449484e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -14494846.000000 Penalty: 3823.793701
	Iteration 117Q: 3 clusters Score -1.449485e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -14494850.000000 Penalty: 3823.793701
	Iteration 118Q: 3 clusters Score -1.449485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -14494890.000000 Penalty: 3823.793701
	Iteration 119Q: 3 clusters Score -1.449489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 122593 members 
Entering Unmasked Estep 
Score: -14494879.000000 Penalty: 3823.793701
	Iteration 120F: 3 clusters Score -1.449488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -14494889.000000 Penalty: 3823.793701
	Iteration 121Q: 3 clusters Score -1.449489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -14494886.000000 Penalty: 3823.793701
	Iteration 122Q: 3 clusters Score -1.449489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -14494883.000000 Penalty: 3823.793701
	Iteration 123Q: 3 clusters Score -1.449488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -14494881.000000 Penalty: 3823.793701
	Iteration 124Q: 3 clusters Score -1.449488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -14494887.000000 Penalty: 3823.793701
	Iteration 125Q: 3 clusters Score -1.449489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -14494910.000000 Penalty: 3823.793701
	Iteration 126Q: 3 clusters Score -1.449491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -14494888.000000 Penalty: 3823.793701
	Iteration 127Q: 3 clusters Score -1.449489e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -14494873.000000 Penalty: 3823.793701
	Iteration 128Q: 3 clusters Score -1.449487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -14494863.000000 Penalty: 3823.793701
	Iteration 129Q: 3 clusters Score -1.449486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14494882.000000 Penalty: 3823.793701
	Iteration 130Q: 3 clusters Score -1.449488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 123009 members 
Entering Unmasked Estep 
Score: -14494868.000000 Penalty: 3823.793701
	Iteration 131Q: 3 clusters Score -1.449487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -14494889.000000 Penalty: 3823.793701
	Iteration 132Q: 3 clusters Score -1.449489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -14494891.000000 Penalty: 3823.793701
	Iteration 133Q: 3 clusters Score -1.449489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -14494903.000000 Penalty: 3823.793701
	Iteration 134Q: 3 clusters Score -1.44949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -14494886.000000 Penalty: 3823.793701
	Iteration 135Q: 3 clusters Score -1.449489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -14494897.000000 Penalty: 3823.793701
	Iteration 136Q: 3 clusters Score -1.44949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -14494903.000000 Penalty: 3823.793701
	Iteration 137Q: 3 clusters Score -1.44949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -14494900.000000 Penalty: 3823.793701
	Iteration 138Q: 3 clusters Score -1.44949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -14494913.000000 Penalty: 3823.793701
	Iteration 139Q: 3 clusters Score -1.449491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 123294 members 
Entering Unmasked Estep 
Score: -14494903.000000 Penalty: 3823.793701
	Iteration 140F: 3 clusters Score -1.44949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -14494918.000000 Penalty: 3823.793701
	Iteration 141Q: 3 clusters Score -1.449492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 123362 members 
Entering Unmasked Estep 
Score: -14494937.000000 Penalty: 3823.793701
	Iteration 142Q: 3 clusters Score -1.449494e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -14494954.000000 Penalty: 3823.793701
	Iteration 143Q: 3 clusters Score -1.449495e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 123445 members 
Entering Unmasked Estep 
Score: -14494942.000000 Penalty: 3823.793701
	Iteration 144Q: 3 clusters Score -1.449494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -14494917.000000 Penalty: 3823.793701
	Iteration 145Q: 3 clusters Score -1.449492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -14494919.000000 Penalty: 3823.793701
	Iteration 146Q: 3 clusters Score -1.449492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -14494939.000000 Penalty: 3823.793701
	Iteration 147Q: 3 clusters Score -1.449494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
Score: -14494943.000000 Penalty: 3823.793701
	Iteration 148Q: 3 clusters Score -1.449494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -14494943.000000 Penalty: 3823.793701
	Iteration 149Q: 3 clusters Score -1.449494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -14494955.000000 Penalty: 3823.793701
	Iteration 150Q: 3 clusters Score -1.449496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -14494965.000000 Penalty: 3823.793701
	Iteration 151Q: 3 clusters Score -1.449496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -14494967.000000 Penalty: 3823.793701
	Iteration 152Q: 3 clusters Score -1.449497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -14494970.000000 Penalty: 3823.793701
	Iteration 153Q: 3 clusters Score -1.449497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -14494975.000000 Penalty: 3823.793701
	Iteration 154Q: 3 clusters Score -1.449498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -14494974.000000 Penalty: 3823.793701
	Iteration 155Q: 3 clusters Score -1.449497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -14494940.000000 Penalty: 3823.793701
	Iteration 156Q: 3 clusters Score -1.449494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -14494961.000000 Penalty: 3823.793701
	Iteration 157Q: 3 clusters Score -1.449496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -14494973.000000 Penalty: 3823.793701
	Iteration 158Q: 3 clusters Score -1.449497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -14494982.000000 Penalty: 3823.793701
	Iteration 159Q: 3 clusters Score -1.449498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 123770 members 
Entering Unmasked Estep 
Score: -14494979.000000 Penalty: 3823.793701
	Iteration 160F: 3 clusters Score -1.449498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 123794 members 
Entering Unmasked Estep 
Score: -14495009.000000 Penalty: 3823.793701
	Iteration 161Q: 3 clusters Score -1.449501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -14494998.000000 Penalty: 3823.793701
	Iteration 162Q: 3 clusters Score -1.4495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -14494994.000000 Penalty: 3823.793701
	Iteration 163Q: 3 clusters Score -1.449499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 123869 members 
Entering Unmasked Estep 
Score: -14494997.000000 Penalty: 3823.793701
	Iteration 164Q: 3 clusters Score -1.4495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -14495005.000000 Penalty: 3823.793701
	Iteration 165Q: 3 clusters Score -1.4495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -14495006.000000 Penalty: 3823.793701
	Iteration 166Q: 3 clusters Score -1.449501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -14495016.000000 Penalty: 3823.793701
	Iteration 167Q: 3 clusters Score -1.449502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -14495011.000000 Penalty: 3823.793701
	Iteration 168Q: 3 clusters Score -1.449501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 123959 members 
Entering Unmasked Estep 
Score: -14495026.000000 Penalty: 3823.793701
	Iteration 169Q: 3 clusters Score -1.449503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -14495036.000000 Penalty: 3823.793701
	Iteration 170Q: 3 clusters Score -1.449504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 123980 members 
Entering Unmasked Estep 
Score: -14495031.000000 Penalty: 3823.793701
	Iteration 171Q: 3 clusters Score -1.449503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -14495034.000000 Penalty: 3823.793701
	Iteration 172Q: 3 clusters Score -1.449503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -14495030.000000 Penalty: 3823.793701
	Iteration 173Q: 3 clusters Score -1.449503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 124030 members 
Entering Unmasked Estep 
Score: -14495028.000000 Penalty: 3823.793701
	Iteration 174Q: 3 clusters Score -1.449503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 124056 members 
Entering Unmasked Estep 
Score: -14495042.000000 Penalty: 3823.793701
	Iteration 175Q: 3 clusters Score -1.449504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -14495048.000000 Penalty: 3823.793701
	Iteration 176Q: 3 clusters Score -1.449505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -14495063.000000 Penalty: 3823.793701
	Iteration 177Q: 3 clusters Score -1.449506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -14495063.000000 Penalty: 3823.793701
	Iteration 178Q: 3 clusters Score -1.449506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -14495063.000000 Penalty: 3823.793701
	Iteration 179Q: 3 clusters Score -1.449506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 124138 members 
Entering Unmasked Estep 
Score: -14495053.000000 Penalty: 3823.793701
	Iteration 180F: 3 clusters Score -1.449505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -14495054.000000 Penalty: 3823.793701
	Iteration 181Q: 3 clusters Score -1.449505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -14495044.000000 Penalty: 3823.793701
	Iteration 182Q: 3 clusters Score -1.449504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -14495040.000000 Penalty: 3823.793701
	Iteration 183Q: 3 clusters Score -1.449504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -14495050.000000 Penalty: 3823.793701
	Iteration 184Q: 3 clusters Score -1.449505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -14495042.000000 Penalty: 3823.793701
	Iteration 185Q: 3 clusters Score -1.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -14495045.000000 Penalty: 3823.793701
	Iteration 186Q: 3 clusters Score -1.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 124187 members 
Entering Unmasked Estep 
Score: -14495045.000000 Penalty: 3823.793701
	Iteration 187Q: 3 clusters Score -1.449504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -14495050.000000 Penalty: 3823.793701
	Iteration 188Q: 3 clusters Score -1.449505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -14495050.000000 Penalty: 3823.793701
	Iteration 189Q: 3 clusters Score -1.449505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 124205 members 
Entering Unmasked Estep 
Score: -14495061.000000 Penalty: 3823.793701
	Iteration 190Q: 3 clusters Score -1.449506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -14495058.000000 Penalty: 3823.793701
	Iteration 191Q: 3 clusters Score -1.449506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -14495048.000000 Penalty: 3823.793701
	Iteration 192Q: 3 clusters Score -1.449505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -14495049.000000 Penalty: 3823.793701
	Iteration 193Q: 3 clusters Score -1.449505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -14495062.000000 Penalty: 3823.793701
	Iteration 194Q: 3 clusters Score -1.449506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -14495060.000000 Penalty: 3823.793701
	Iteration 195Q: 3 clusters Score -1.449506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -14495066.000000 Penalty: 3823.793701
	Iteration 196Q: 3 clusters Score -1.449507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -14495063.000000 Penalty: 3823.793701
	Iteration 197Q: 3 clusters Score -1.449506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -14495053.000000 Penalty: 3823.793701
	Iteration 198Q: 3 clusters Score -1.449505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 124303 members 
Entering Unmasked Estep 
Score: -14495040.000000 Penalty: 3823.793701
	Iteration 199Q: 3 clusters Score -1.449504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 124319 members 
Entering Unmasked Estep 
Score: -14495053.000000 Penalty: 3823.793701
	Iteration 200F: 3 clusters Score -1.449505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -14495073.000000 Penalty: 3823.793701
	Iteration 201Q: 3 clusters Score -1.449507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -14495068.000000 Penalty: 3823.793701
	Iteration 202Q: 3 clusters Score -1.449507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -14495072.000000 Penalty: 3823.793701
	Iteration 203Q: 3 clusters Score -1.449507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -14495074.000000 Penalty: 3823.793701
	Iteration 204Q: 3 clusters Score -1.449507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -14495074.000000 Penalty: 3823.793701
	Iteration 205Q: 3 clusters Score -1.449507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -14495079.000000 Penalty: 3823.793701
	Iteration 206Q: 3 clusters Score -1.449508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -14495084.000000 Penalty: 3823.793701
	Iteration 207Q: 3 clusters Score -1.449508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -14495091.000000 Penalty: 3823.793701
	Iteration 208Q: 3 clusters Score -1.449509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -14495083.000000 Penalty: 3823.793701
	Iteration 209Q: 3 clusters Score -1.449508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -14495088.000000 Penalty: 3823.793701
	Iteration 210Q: 3 clusters Score -1.449509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -14495095.000000 Penalty: 3823.793701
	Iteration 211Q: 3 clusters Score -1.44951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -14495093.000000 Penalty: 3823.793701
	Iteration 212Q: 3 clusters Score -1.449509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -14495099.000000 Penalty: 3823.793701
	Iteration 213Q: 3 clusters Score -1.44951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -14495100.000000 Penalty: 3823.793701
	Iteration 214Q: 3 clusters Score -1.44951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -14495102.000000 Penalty: 3823.793701
	Iteration 215Q: 3 clusters Score -1.44951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -14495092.000000 Penalty: 3823.793701
	Iteration 216Q: 3 clusters Score -1.449509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -14495087.000000 Penalty: 3823.793701
	Iteration 217Q: 3 clusters Score -1.449509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14495087.000000 Penalty: 3823.793701
	Iteration 218Q: 3 clusters Score -1.449509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -14495090.000000 Penalty: 3823.793701
	Iteration 219Q: 3 clusters Score -1.449509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -14495092.000000 Penalty: 3823.793701
	Iteration 220F: 3 clusters Score -1.449509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -14495089.000000 Penalty: 3823.793701
	Iteration 221Q: 3 clusters Score -1.449509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -14495087.000000 Penalty: 3823.793701
	Iteration 222Q: 3 clusters Score -1.449509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -14495091.000000 Penalty: 3823.793701
	Iteration 223Q: 3 clusters Score -1.449509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -14495091.000000 Penalty: 3823.793701
	Iteration 224F: 3 clusters Score -1.449509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (68671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Entering Unmasked Estep 
Score: -7812215.000000 Penalty: 1809.775879
	Iteration 0F: 2 clusters Score -7812215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -7766410.000000 Penalty: 3619.551758
	Iteration 0F: 3 clusters Score -7766410 nChanged 32518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -7784649.000000 Penalty: 3619.551758
	Iteration 1F: 3 clusters Score -7784649 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -7785123.000000 Penalty: 3619.551758
	Iteration 2Q: 3 clusters Score -7785123 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7785717.000000 Penalty: 3619.551758
	Iteration 3Q: 3 clusters Score -7785717 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7786424.000000 Penalty: 3619.551758
	Iteration 4Q: 3 clusters Score -7786424 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7787400.500000 Penalty: 3619.551758
	Iteration 5Q: 3 clusters Score -7787400 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7788616.500000 Penalty: 3619.551758
	Iteration 6Q: 3 clusters Score -7788616 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7790355.500000 Penalty: 3619.551758
	Iteration 7F: 3 clusters Score -7790356 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -7792799.500000 Penalty: 3619.551758
	Iteration 8F: 3 clusters Score -7792800 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -7795970.000000 Penalty: 3619.551758
	Iteration 9F: 3 clusters Score -7795970 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -7799523.000000 Penalty: 3619.551758
	Iteration 10F: 3 clusters Score -7799523 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -7802908.500000 Penalty: 3619.551758
	Iteration 11F: 3 clusters Score -7802908 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -7805517.000000 Penalty: 3619.551758
	Iteration 12Q: 3 clusters Score -7805517 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -7807117.000000 Penalty: 3619.551758
	Iteration 13Q: 3 clusters Score -7807117 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -7808182.500000 Penalty: 3619.551758
	Iteration 14Q: 3 clusters Score -7808182 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -7808887.500000 Penalty: 3619.551758
	Iteration 15Q: 3 clusters Score -7808888 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -7809434.000000 Penalty: 3619.551758
	Iteration 16Q: 3 clusters Score -7809434 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -7809783.000000 Penalty: 3619.551758
	Iteration 17Q: 3 clusters Score -7809783 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -7810087.000000 Penalty: 3619.551758
	Iteration 18Q: 3 clusters Score -7810087 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -7810291.000000 Penalty: 3619.551758
	Iteration 19Q: 3 clusters Score -7810291 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -7810447.000000 Penalty: 3619.551758
	Iteration 20F: 3 clusters Score -7810447 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -7810546.500000 Penalty: 3619.551758
	Iteration 21Q: 3 clusters Score -7810546 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -7810648.000000 Penalty: 3619.551758
	Iteration 22Q: 3 clusters Score -7810648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -7810656.500000 Penalty: 3619.551758
	Iteration 23Q: 3 clusters Score -7810656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -7810709.500000 Penalty: 3619.551758
	Iteration 24Q: 3 clusters Score -7810710 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -7810759.500000 Penalty: 3619.551758
	Iteration 25Q: 3 clusters Score -7810760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -7810789.000000 Penalty: 3619.551758
	Iteration 26Q: 3 clusters Score -7810789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -7810808.000000 Penalty: 3619.551758
	Iteration 27Q: 3 clusters Score -7810808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -7810808.000000 Penalty: 3619.551758
	Iteration 28Q: 3 clusters Score -7810808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -7810820.000000 Penalty: 3619.551758
	Iteration 29Q: 3 clusters Score -7810820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -7810822.500000 Penalty: 3619.551758
	Iteration 30Q: 3 clusters Score -7810822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -7810828.000000 Penalty: 3619.551758
	Iteration 31Q: 3 clusters Score -7810828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -7810827.500000 Penalty: 3619.551758
	Iteration 32Q: 3 clusters Score -7810828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -7810844.500000 Penalty: 3619.551758
	Iteration 33Q: 3 clusters Score -7810844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -7810842.500000 Penalty: 3619.551758
	Iteration 34Q: 3 clusters Score -7810842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -7810849.000000 Penalty: 3619.551758
	Iteration 35Q: 3 clusters Score -7810849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -7810840.000000 Penalty: 3619.551758
	Iteration 36Q: 3 clusters Score -7810840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -7810857.000000 Penalty: 3619.551758
	Iteration 37Q: 3 clusters Score -7810857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -7810860.000000 Penalty: 3619.551758
	Iteration 38Q: 3 clusters Score -7810860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -7810869.000000 Penalty: 3619.551758
	Iteration 39Q: 3 clusters Score -7810869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -7810866.500000 Penalty: 3619.551758
	Iteration 40F: 3 clusters Score -7810866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -7810860.000000 Penalty: 3619.551758
	Iteration 41Q: 3 clusters Score -7810860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -7810872.500000 Penalty: 3619.551758
	Iteration 42Q: 3 clusters Score -7810872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -7810876.000000 Penalty: 3619.551758
	Iteration 43Q: 3 clusters Score -7810876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -7810873.000000 Penalty: 3619.551758
	Iteration 44Q: 3 clusters Score -7810873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -7810874.000000 Penalty: 3619.551758
	Iteration 45Q: 3 clusters Score -7810874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -7810880.500000 Penalty: 3619.551758
	Iteration 46Q: 3 clusters Score -7810880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -7810877.500000 Penalty: 3619.551758
	Iteration 47Q: 3 clusters Score -7810878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -7810882.000000 Penalty: 3619.551758
	Iteration 48Q: 3 clusters Score -7810882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -7810894.000000 Penalty: 3619.551758
	Iteration 49Q: 3 clusters Score -7810894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -7810899.000000 Penalty: 3619.551758
	Iteration 50Q: 3 clusters Score -7810899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -7810901.000000 Penalty: 3619.551758
	Iteration 51Q: 3 clusters Score -7810901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -7810902.000000 Penalty: 3619.551758
	Iteration 52Q: 3 clusters Score -7810902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -7810900.500000 Penalty: 3619.551758
	Iteration 53Q: 3 clusters Score -7810900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -7810902.500000 Penalty: 3619.551758
	Iteration 54Q: 3 clusters Score -7810902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -7810906.000000 Penalty: 3619.551758
	Iteration 55Q: 3 clusters Score -7810906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -7810905.000000 Penalty: 3619.551758
	Iteration 56Q: 3 clusters Score -7810905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -7810898.500000 Penalty: 3619.551758
	Iteration 57Q: 3 clusters Score -7810898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -7810903.500000 Penalty: 3619.551758
	Iteration 58Q: 3 clusters Score -7810904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -7810910.000000 Penalty: 3619.551758
	Iteration 59Q: 3 clusters Score -7810910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -7810918.500000 Penalty: 3619.551758
	Iteration 60F: 3 clusters Score -7810918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -7810920.000000 Penalty: 3619.551758
	Iteration 61Q: 3 clusters Score -7810920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -7810917.500000 Penalty: 3619.551758
	Iteration 62Q: 3 clusters Score -7810918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -7810922.000000 Penalty: 3619.551758
	Iteration 63Q: 3 clusters Score -7810922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -7810926.500000 Penalty: 3619.551758
	Iteration 64Q: 3 clusters Score -7810926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -7810929.000000 Penalty: 3619.551758
	Iteration 65Q: 3 clusters Score -7810929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -7810924.500000 Penalty: 3619.551758
	Iteration 66Q: 3 clusters Score -7810924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -7810921.500000 Penalty: 3619.551758
	Iteration 67Q: 3 clusters Score -7810922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -7810927.500000 Penalty: 3619.551758
	Iteration 68Q: 3 clusters Score -7810928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -7810925.000000 Penalty: 3619.551758
	Iteration 69Q: 3 clusters Score -7810925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -7810920.500000 Penalty: 3619.551758
	Iteration 70Q: 3 clusters Score -7810920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -7810929.000000 Penalty: 3619.551758
	Iteration 71Q: 3 clusters Score -7810929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -7810926.500000 Penalty: 3619.551758
	Iteration 72Q: 3 clusters Score -7810926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -7810935.500000 Penalty: 3619.551758
	Iteration 73Q: 3 clusters Score -7810936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -7810935.500000 Penalty: 3619.551758
	Iteration 74F: 3 clusters Score -7810936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -476146.281250 Penalty: 1358.130859
	Iteration 0F: 2 clusters Score -476146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -472624.250000 Penalty: 2716.261719
	Iteration 0F: 3 clusters Score -472624.2 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -473564.250000 Penalty: 2716.261719
	Iteration 1F: 3 clusters Score -473564.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -473713.906250 Penalty: 2716.261719
	Iteration 2F: 3 clusters Score -473713.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -473803.406250 Penalty: 2716.261719
	Iteration 3Q: 3 clusters Score -473803.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -473862.218750 Penalty: 2716.261719
	Iteration 4Q: 3 clusters Score -473862.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -473894.343750 Penalty: 2716.261719
	Iteration 5Q: 3 clusters Score -473894.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -473922.406250 Penalty: 2716.261719
	Iteration 6Q: 3 clusters Score -473922.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -473948.343750 Penalty: 2716.261719
	Iteration 7Q: 3 clusters Score -473948.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473966.406250 Penalty: 2716.261719
	Iteration 8Q: 3 clusters Score -473966.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -473983.156250 Penalty: 2716.261719
	Iteration 9Q: 3 clusters Score -473983.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -473994.937500 Penalty: 2716.261719
	Iteration 10Q: 3 clusters Score -473994.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -474005.437500 Penalty: 2716.261719
	Iteration 11Q: 3 clusters Score -474005.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -474010.156250 Penalty: 2716.261719
	Iteration 12Q: 3 clusters Score -474010.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -474016.406250 Penalty: 2716.261719
	Iteration 13Q: 3 clusters Score -474016.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -474020.750000 Penalty: 2716.261719
	Iteration 14Q: 3 clusters Score -474020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -474023.500000 Penalty: 2716.261719
	Iteration 15Q: 3 clusters Score -474023.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -474026.000000 Penalty: 2716.261719
	Iteration 16Q: 3 clusters Score -474026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -474029.750000 Penalty: 2716.261719
	Iteration 17Q: 3 clusters Score -474029.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -474035.531250 Penalty: 2716.261719
	Iteration 18Q: 3 clusters Score -474035.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -474038.406250 Penalty: 2716.261719
	Iteration 19Q: 3 clusters Score -474038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -474040.875000 Penalty: 2716.261719
	Iteration 20F: 3 clusters Score -474040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -474043.187500 Penalty: 2716.261719
	Iteration 21Q: 3 clusters Score -474043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -474049.000000 Penalty: 2716.261719
	Iteration 22Q: 3 clusters Score -474049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -474055.593750 Penalty: 2716.261719
	Iteration 23Q: 3 clusters Score -474055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -474060.281250 Penalty: 2716.261719
	Iteration 24Q: 3 clusters Score -474060.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -474067.812500 Penalty: 2716.261719
	Iteration 25Q: 3 clusters Score -474067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -474072.718750 Penalty: 2716.261719
	Iteration 26Q: 3 clusters Score -474072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -474078.593750 Penalty: 2716.261719
	Iteration 27Q: 3 clusters Score -474078.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -474087.812500 Penalty: 2716.261719
	Iteration 28Q: 3 clusters Score -474087.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -474096.468750 Penalty: 2716.261719
	Iteration 29Q: 3 clusters Score -474096.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -474103.312500 Penalty: 2716.261719
	Iteration 30Q: 3 clusters Score -474103.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -474108.437500 Penalty: 2716.261719
	Iteration 31Q: 3 clusters Score -474108.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -474112.562500 Penalty: 2716.261719
	Iteration 32Q: 3 clusters Score -474112.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -474118.531250 Penalty: 2716.261719
	Iteration 33Q: 3 clusters Score -474118.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -474124.843750 Penalty: 2716.261719
	Iteration 34Q: 3 clusters Score -474124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -474130.968750 Penalty: 2716.261719
	Iteration 35Q: 3 clusters Score -474131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -474138.218750 Penalty: 2716.261719
	Iteration 36Q: 3 clusters Score -474138.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -474145.281250 Penalty: 2716.261719
	Iteration 37Q: 3 clusters Score -474145.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -474156.593750 Penalty: 2716.261719
	Iteration 38Q: 3 clusters Score -474156.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -474177.625000 Penalty: 2716.261719
	Iteration 39Q: 3 clusters Score -474177.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -474197.875000 Penalty: 2716.261719
	Iteration 40F: 3 clusters Score -474197.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -474218.500000 Penalty: 2716.261719
	Iteration 41Q: 3 clusters Score -474218.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -474234.562500 Penalty: 2716.261719
	Iteration 42Q: 3 clusters Score -474234.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -474251.031250 Penalty: 2716.261719
	Iteration 43Q: 3 clusters Score -474251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -474267.343750 Penalty: 2716.261719
	Iteration 44Q: 3 clusters Score -474267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -474282.218750 Penalty: 2716.261719
	Iteration 45Q: 3 clusters Score -474282.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -474298.843750 Penalty: 2716.261719
	Iteration 46Q: 3 clusters Score -474298.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -474324.031250 Penalty: 2716.261719
	Iteration 47Q: 3 clusters Score -474324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -474359.125000 Penalty: 2716.261719
	Iteration 48Q: 3 clusters Score -474359.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -474381.562500 Penalty: 2716.261719
	Iteration 49Q: 3 clusters Score -474381.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -474405.812500 Penalty: 2716.261719
	Iteration 50Q: 3 clusters Score -474405.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -474442.031250 Penalty: 2716.261719
	Iteration 51Q: 3 clusters Score -474442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -474481.437500 Penalty: 2716.261719
	Iteration 52Q: 3 clusters Score -474481.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -474516.031250 Penalty: 2716.261719
	Iteration 53Q: 3 clusters Score -474516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -474559.750000 Penalty: 2716.261719
	Iteration 54Q: 3 clusters Score -474559.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -474611.343750 Penalty: 2716.261719
	Iteration 55Q: 3 clusters Score -474611.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -474663.125000 Penalty: 2716.261719
	Iteration 56Q: 3 clusters Score -474663.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -474703.062500 Penalty: 2716.261719
	Iteration 57Q: 3 clusters Score -474703.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -474737.906250 Penalty: 2716.261719
	Iteration 58Q: 3 clusters Score -474737.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -474762.000000 Penalty: 2716.261719
	Iteration 59Q: 3 clusters Score -474762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -474777.218750 Penalty: 2716.261719
	Iteration 60F: 3 clusters Score -474777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -474790.125000 Penalty: 2716.261719
	Iteration 61Q: 3 clusters Score -474790.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -474803.093750 Penalty: 2716.261719
	Iteration 62Q: 3 clusters Score -474803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -474814.781250 Penalty: 2716.261719
	Iteration 63Q: 3 clusters Score -474814.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -474826.750000 Penalty: 2716.261719
	Iteration 64Q: 3 clusters Score -474826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -474841.500000 Penalty: 2716.261719
	Iteration 65Q: 3 clusters Score -474841.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -474851.593750 Penalty: 2716.261719
	Iteration 66Q: 3 clusters Score -474851.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -474859.656250 Penalty: 2716.261719
	Iteration 67Q: 3 clusters Score -474859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -474868.593750 Penalty: 2716.261719
	Iteration 68Q: 3 clusters Score -474868.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -474878.750000 Penalty: 2716.261719
	Iteration 69Q: 3 clusters Score -474878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -474882.750000 Penalty: 2716.261719
	Iteration 70Q: 3 clusters Score -474882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -474889.031250 Penalty: 2716.261719
	Iteration 71Q: 3 clusters Score -474889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -474893.593750 Penalty: 2716.261719
	Iteration 72Q: 3 clusters Score -474893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -474896.687500 Penalty: 2716.261719
	Iteration 73Q: 3 clusters Score -474896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -474899.031250 Penalty: 2716.261719
	Iteration 74Q: 3 clusters Score -474899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -474900.843750 Penalty: 2716.261719
	Iteration 75Q: 3 clusters Score -474900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -474905.156250 Penalty: 2716.261719
	Iteration 76Q: 3 clusters Score -474905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -474908.468750 Penalty: 2716.261719
	Iteration 77Q: 3 clusters Score -474908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -474909.968750 Penalty: 2716.261719
	Iteration 78Q: 3 clusters Score -474910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -474911.656250 Penalty: 2716.261719
	Iteration 79Q: 3 clusters Score -474911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -474914.250000 Penalty: 2716.261719
	Iteration 80F: 3 clusters Score -474914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -474918.281250 Penalty: 2716.261719
	Iteration 81Q: 3 clusters Score -474918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -474918.312500 Penalty: 2716.261719
	Iteration 82Q: 3 clusters Score -474918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -474918.312500 Penalty: 2716.261719
	Iteration 83F: 3 clusters Score -474918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -154468.187500 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -154468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152719.375000 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -152719.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152978.765625 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -152978.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153078.500000 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -153078.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153146.312500 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -153146.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -153199.859375 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -153199.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -153235.031250 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -153235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -153264.375000 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -153264.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153285.828125 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -153285.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153306.703125 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -153306.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -153324.406250 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -153324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153345.140625 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -153345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -153359.906250 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -153359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -153371.000000 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -153371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153378.312500 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -153378.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -153383.406250 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -153383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -153386.312500 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -153386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -153392.531250 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -153392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153395.390625 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -153395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -153399.656250 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -153399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153405.171875 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -153405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153408.312500 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -153408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -153409.078125 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -153409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -153409.843750 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -153409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153412.625000 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -153412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -153415.140625 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -153415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153418.750000 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -153418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -153421.546875 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -153421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153423.265625 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -153423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153425.953125 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -153426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153429.734375 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -153429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -153435.656250 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -153435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -153439.671875 Penalty: 2365.778564
	Iteration 31Q: 3 clusters Score -153439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -153442.171875 Penalty: 2365.778564
	Iteration 32Q: 3 clusters Score -153442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153443.390625 Penalty: 2365.778564
	Iteration 33Q: 3 clusters Score -153443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -153444.093750 Penalty: 2365.778564
	Iteration 34Q: 3 clusters Score -153444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -153444.093750 Penalty: 2365.778564
	Iteration 35F: 3 clusters Score -153444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -10482.847656 Penalty: 792.219604
	Iteration 0F: 2 clusters Score -10482.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9909.938477 Penalty: 1584.439209
	Iteration 0F: 3 clusters Score -9909.938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10001.188477 Penalty: 1584.439209
	Iteration 1F: 3 clusters Score -10001.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10010.368164 Penalty: 1584.439209
	Iteration 2Q: 3 clusters Score -10010.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10010.368164 Penalty: 1584.439209
	Iteration 3F: 3 clusters Score -10010.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159354 members 
Entering Unmasked Estep 
Score: -17915980.000000 Penalty: 1946.568604
	Iteration 0F: 2 clusters Score -1.791598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -17816234.000000 Penalty: 3893.137207
	Iteration 0F: 3 clusters Score -1.781623e+07 nChanged 76906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -17861960.000000 Penalty: 3893.137207
	Iteration 1F: 3 clusters Score -1.786196e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -17864054.000000 Penalty: 3893.137207
	Iteration 2Q: 3 clusters Score -1.786405e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -17867540.000000 Penalty: 3893.137207
	Iteration 3Q: 3 clusters Score -1.786754e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -17873434.000000 Penalty: 3893.137207
	Iteration 4F: 3 clusters Score -1.787343e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -17882304.000000 Penalty: 3893.137207
	Iteration 5F: 3 clusters Score -1.78823e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -17893780.000000 Penalty: 3893.137207
	Iteration 6F: 3 clusters Score -1.789378e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 137710 members 
Entering Unmasked Estep 
Score: -17904598.000000 Penalty: 3893.137207
	Iteration 7F: 3 clusters Score -1.79046e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -17911474.000000 Penalty: 3893.137207
	Iteration 8Q: 3 clusters Score -1.791147e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -17914164.000000 Penalty: 3893.137207
	Iteration 9Q: 3 clusters Score -1.791416e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -17915090.000000 Penalty: 3893.137207
	Iteration 10Q: 3 clusters Score -1.791509e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -17915430.000000 Penalty: 3893.137207
	Iteration 11Q: 3 clusters Score -1.791543e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -17915632.000000 Penalty: 3893.137207
	Iteration 12Q: 3 clusters Score -1.791563e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -17915756.000000 Penalty: 3893.137207
	Iteration 13Q: 3 clusters Score -1.791576e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 152493 members 
Entering Unmasked Estep 
Score: -17915844.000000 Penalty: 3893.137207
	Iteration 14Q: 3 clusters Score -1.791584e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -17915920.000000 Penalty: 3893.137207
	Iteration 15Q: 3 clusters Score -1.791592e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -17916080.000000 Penalty: 3893.137207
	Iteration 16Q: 3 clusters Score -1.791608e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -17916336.000000 Penalty: 3893.137207
	Iteration 17Q: 3 clusters Score -1.791634e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -17916614.000000 Penalty: 3893.137207
	Iteration 18Q: 3 clusters Score -1.791661e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -17916818.000000 Penalty: 3893.137207
	Iteration 19Q: 3 clusters Score -1.791682e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -17916868.000000 Penalty: 3893.137207
	Iteration 20F: 3 clusters Score -1.791687e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -17916942.000000 Penalty: 3893.137207
	Iteration 21Q: 3 clusters Score -1.791694e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -17917040.000000 Penalty: 3893.137207
	Iteration 22Q: 3 clusters Score -1.791704e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -17917036.000000 Penalty: 3893.137207
	Iteration 23Q: 3 clusters Score -1.791704e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -17917078.000000 Penalty: 3893.137207
	Iteration 24Q: 3 clusters Score -1.791708e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 154903 members 
Entering Unmasked Estep 
Score: -17917100.000000 Penalty: 3893.137207
	Iteration 25Q: 3 clusters Score -1.79171e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 154916 members 
Entering Unmasked Estep 
Score: -17917094.000000 Penalty: 3893.137207
	Iteration 26Q: 3 clusters Score -1.791709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 154930 members 
Entering Unmasked Estep 
Score: -17917076.000000 Penalty: 3893.137207
	Iteration 27Q: 3 clusters Score -1.791708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -17917080.000000 Penalty: 3893.137207
	Iteration 28Q: 3 clusters Score -1.791708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 154938 members 
Entering Unmasked Estep 
Score: -17917102.000000 Penalty: 3893.137207
	Iteration 29Q: 3 clusters Score -1.79171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -17917086.000000 Penalty: 3893.137207
	Iteration 30Q: 3 clusters Score -1.791709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -17917092.000000 Penalty: 3893.137207
	Iteration 31Q: 3 clusters Score -1.791709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -17917086.000000 Penalty: 3893.137207
	Iteration 32Q: 3 clusters Score -1.791709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -17917086.000000 Penalty: 3893.137207
	Iteration 33Q: 3 clusters Score -1.791709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 154945 members 
Entering Unmasked Estep 
Score: -17917086.000000 Penalty: 3893.137207
	Iteration 34Q: 3 clusters Score -1.791709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 154944 members 
Entering Unmasked Estep 
Score: -17917066.000000 Penalty: 3893.137207
	Iteration 35Q: 3 clusters Score -1.791707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -17917084.000000 Penalty: 3893.137207
	Iteration 36Q: 3 clusters Score -1.791708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -17917072.000000 Penalty: 3893.137207
	Iteration 37Q: 3 clusters Score -1.791707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -17917078.000000 Penalty: 3893.137207
	Iteration 38Q: 3 clusters Score -1.791708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 154945 members 
Entering Unmasked Estep 
Score: -17917074.000000 Penalty: 3893.137207
	Iteration 39Q: 3 clusters Score -1.791707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -17917072.000000 Penalty: 3893.137207
	Iteration 40F: 3 clusters Score -1.791707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49706 members 
Mstep: Class 3 contains 86437 members 
Mstep: Class 4 contains 154946 members 
Mstep: Class 5 contains 37362 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 128736 members 
Mstep: Class 8 contains 68671 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
Score: -64746872.000000 Penalty: 36686.867188
Splitting cluster 12 changes total score from -64746052.000000 to -64746872.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (13731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Entering Unmasked Estep 
Score: -1495797.500000 Penalty: 1548.204346
	Iteration 0F: 2 clusters Score -1495798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1486174.625000 Penalty: 3096.408691
	Iteration 0F: 3 clusters Score -1486175 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1489457.875000 Penalty: 3096.408691
	Iteration 1F: 3 clusters Score -1489458 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1489794.375000 Penalty: 3096.408691
	Iteration 2F: 3 clusters Score -1489794 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1490194.625000 Penalty: 3096.408691
	Iteration 3F: 3 clusters Score -1490195 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1490746.500000 Penalty: 3096.408691
	Iteration 4F: 3 clusters Score -1490746 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1491428.750000 Penalty: 3096.408691
	Iteration 5F: 3 clusters Score -1491429 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1492201.875000 Penalty: 3096.408691
	Iteration 6F: 3 clusters Score -1492202 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1492854.750000 Penalty: 3096.408691
	Iteration 7F: 3 clusters Score -1492855 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1493366.250000 Penalty: 3096.408691
	Iteration 8Q: 3 clusters Score -1493366 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1493773.500000 Penalty: 3096.408691
	Iteration 9Q: 3 clusters Score -1493774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1494001.375000 Penalty: 3096.408691
	Iteration 10Q: 3 clusters Score -1494001 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1494149.250000 Penalty: 3096.408691
	Iteration 11Q: 3 clusters Score -1494149 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1494254.000000 Penalty: 3096.408691
	Iteration 12Q: 3 clusters Score -1494254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1494325.625000 Penalty: 3096.408691
	Iteration 13Q: 3 clusters Score -1494326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1494353.500000 Penalty: 3096.408691
	Iteration 14Q: 3 clusters Score -1494354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1494383.625000 Penalty: 3096.408691
	Iteration 15Q: 3 clusters Score -1494384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1494408.000000 Penalty: 3096.408691
	Iteration 16Q: 3 clusters Score -1494408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1494426.500000 Penalty: 3096.408691
	Iteration 17Q: 3 clusters Score -1494426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1494433.500000 Penalty: 3096.408691
	Iteration 18Q: 3 clusters Score -1494434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1494436.625000 Penalty: 3096.408691
	Iteration 19Q: 3 clusters Score -1494437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1494438.000000 Penalty: 3096.408691
	Iteration 20F: 3 clusters Score -1494438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1494440.750000 Penalty: 3096.408691
	Iteration 21Q: 3 clusters Score -1494441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1494443.375000 Penalty: 3096.408691
	Iteration 22Q: 3 clusters Score -1494443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1494443.500000 Penalty: 3096.408691
	Iteration 23Q: 3 clusters Score -1494444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1494444.875000 Penalty: 3096.408691
	Iteration 24Q: 3 clusters Score -1494445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1494445.625000 Penalty: 3096.408691
	Iteration 25Q: 3 clusters Score -1494446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1494447.625000 Penalty: 3096.408691
	Iteration 26Q: 3 clusters Score -1494448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1494449.875000 Penalty: 3096.408691
	Iteration 27Q: 3 clusters Score -1494450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1494453.000000 Penalty: 3096.408691
	Iteration 28Q: 3 clusters Score -1494453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1494454.000000 Penalty: 3096.408691
	Iteration 29Q: 3 clusters Score -1494454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1494456.375000 Penalty: 3096.408691
	Iteration 30Q: 3 clusters Score -1494456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1494457.750000 Penalty: 3096.408691
	Iteration 31Q: 3 clusters Score -1494458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1494462.625000 Penalty: 3096.408691
	Iteration 32Q: 3 clusters Score -1494463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1494475.000000 Penalty: 3096.408691
	Iteration 33Q: 3 clusters Score -1494475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1494476.750000 Penalty: 3096.408691
	Iteration 34Q: 3 clusters Score -1494477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1494477.375000 Penalty: 3096.408691
	Iteration 35Q: 3 clusters Score -1494477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1494478.625000 Penalty: 3096.408691
	Iteration 36Q: 3 clusters Score -1494479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1494479.250000 Penalty: 3096.408691
	Iteration 37Q: 3 clusters Score -1494479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1494479.250000 Penalty: 3096.408691
	Iteration 38F: 3 clusters Score -1494479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -1438345.875000 Penalty: 1537.264160
	Iteration 0F: 2 clusters Score -1438346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1429316.375000 Penalty: 3074.528320
	Iteration 0F: 3 clusters Score -1429316 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1432368.125000 Penalty: 3074.528320
	Iteration 1F: 3 clusters Score -1432368 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1432580.750000 Penalty: 3074.528320
	Iteration 2F: 3 clusters Score -1432581 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1432736.250000 Penalty: 3074.528320
	Iteration 3Q: 3 clusters Score -1432736 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1432861.625000 Penalty: 3074.528320
	Iteration 4Q: 3 clusters Score -1432862 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1432978.000000 Penalty: 3074.528320
	Iteration 5Q: 3 clusters Score -1432978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1433072.000000 Penalty: 3074.528320
	Iteration 6Q: 3 clusters Score -1433072 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1433164.250000 Penalty: 3074.528320
	Iteration 7Q: 3 clusters Score -1433164 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1433251.750000 Penalty: 3074.528320
	Iteration 8Q: 3 clusters Score -1433252 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1433363.000000 Penalty: 3074.528320
	Iteration 9Q: 3 clusters Score -1433363 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1433498.375000 Penalty: 3074.528320
	Iteration 10Q: 3 clusters Score -1433498 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1433690.250000 Penalty: 3074.528320
	Iteration 11Q: 3 clusters Score -1433690 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1433972.625000 Penalty: 3074.528320
	Iteration 12Q: 3 clusters Score -1433973 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1434347.750000 Penalty: 3074.528320
	Iteration 13Q: 3 clusters Score -1434348 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1434733.375000 Penalty: 3074.528320
	Iteration 14Q: 3 clusters Score -1434733 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1434992.375000 Penalty: 3074.528320
	Iteration 15Q: 3 clusters Score -1434992 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1435160.500000 Penalty: 3074.528320
	Iteration 16Q: 3 clusters Score -1435160 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1435264.000000 Penalty: 3074.528320
	Iteration 17Q: 3 clusters Score -1435264 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1435343.625000 Penalty: 3074.528320
	Iteration 18Q: 3 clusters Score -1435344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1435451.625000 Penalty: 3074.528320
	Iteration 19Q: 3 clusters Score -1435452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1435543.375000 Penalty: 3074.528320
	Iteration 20F: 3 clusters Score -1435543 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1435659.375000 Penalty: 3074.528320
	Iteration 21Q: 3 clusters Score -1435659 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1435770.250000 Penalty: 3074.528320
	Iteration 22Q: 3 clusters Score -1435770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1435872.875000 Penalty: 3074.528320
	Iteration 23Q: 3 clusters Score -1435873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1435982.250000 Penalty: 3074.528320
	Iteration 24Q: 3 clusters Score -1435982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1436123.750000 Penalty: 3074.528320
	Iteration 25Q: 3 clusters Score -1436124 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1436264.375000 Penalty: 3074.528320
	Iteration 26Q: 3 clusters Score -1436264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1436381.125000 Penalty: 3074.528320
	Iteration 27Q: 3 clusters Score -1436381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1436463.125000 Penalty: 3074.528320
	Iteration 28Q: 3 clusters Score -1436463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1436536.250000 Penalty: 3074.528320
	Iteration 29Q: 3 clusters Score -1436536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1436613.500000 Penalty: 3074.528320
	Iteration 30Q: 3 clusters Score -1436614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1436675.750000 Penalty: 3074.528320
	Iteration 31Q: 3 clusters Score -1436676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1436720.000000 Penalty: 3074.528320
	Iteration 32Q: 3 clusters Score -1436720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1436762.375000 Penalty: 3074.528320
	Iteration 33Q: 3 clusters Score -1436762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1436791.375000 Penalty: 3074.528320
	Iteration 34Q: 3 clusters Score -1436791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1436818.750000 Penalty: 3074.528320
	Iteration 35Q: 3 clusters Score -1436819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1436833.125000 Penalty: 3074.528320
	Iteration 36Q: 3 clusters Score -1436833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1436844.375000 Penalty: 3074.528320
	Iteration 37Q: 3 clusters Score -1436844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1436856.250000 Penalty: 3074.528320
	Iteration 38Q: 3 clusters Score -1436856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1436865.375000 Penalty: 3074.528320
	Iteration 39Q: 3 clusters Score -1436865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1436877.750000 Penalty: 3074.528320
	Iteration 40F: 3 clusters Score -1436878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1436886.125000 Penalty: 3074.528320
	Iteration 41Q: 3 clusters Score -1436886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1436887.500000 Penalty: 3074.528320
	Iteration 42Q: 3 clusters Score -1436888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1436888.250000 Penalty: 3074.528320
	Iteration 43Q: 3 clusters Score -1436888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1436891.875000 Penalty: 3074.528320
	Iteration 44Q: 3 clusters Score -1436892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1436895.500000 Penalty: 3074.528320
	Iteration 45Q: 3 clusters Score -1436896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1436901.125000 Penalty: 3074.528320
	Iteration 46Q: 3 clusters Score -1436901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1436905.000000 Penalty: 3074.528320
	Iteration 47Q: 3 clusters Score -1436905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1436907.750000 Penalty: 3074.528320
	Iteration 48Q: 3 clusters Score -1436908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1436907.250000 Penalty: 3074.528320
	Iteration 49Q: 3 clusters Score -1436907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1436909.375000 Penalty: 3074.528320
	Iteration 50Q: 3 clusters Score -1436909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1436910.750000 Penalty: 3074.528320
	Iteration 51Q: 3 clusters Score -1436911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1436915.375000 Penalty: 3074.528320
	Iteration 52Q: 3 clusters Score -1436915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1436912.625000 Penalty: 3074.528320
	Iteration 53Q: 3 clusters Score -1436913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1436912.000000 Penalty: 3074.528320
	Iteration 54Q: 3 clusters Score -1436912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1436916.500000 Penalty: 3074.528320
	Iteration 55Q: 3 clusters Score -1436916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1436917.250000 Penalty: 3074.528320
	Iteration 56Q: 3 clusters Score -1436917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1436918.625000 Penalty: 3074.528320
	Iteration 57Q: 3 clusters Score -1436919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1436920.125000 Penalty: 3074.528320
	Iteration 58Q: 3 clusters Score -1436920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1436919.750000 Penalty: 3074.528320
	Iteration 59Q: 3 clusters Score -1436920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1436919.750000 Penalty: 3074.528320
	Iteration 60F: 3 clusters Score -1436920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1436922.000000 Penalty: 3074.528320
	Iteration 61Q: 3 clusters Score -1436922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1436923.125000 Penalty: 3074.528320
	Iteration 62Q: 3 clusters Score -1436923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1436921.375000 Penalty: 3074.528320
	Iteration 63Q: 3 clusters Score -1436921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1436922.625000 Penalty: 3074.528320
	Iteration 64Q: 3 clusters Score -1436923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1436922.625000 Penalty: 3074.528320
	Iteration 65Q: 3 clusters Score -1436923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1436925.250000 Penalty: 3074.528320
	Iteration 66Q: 3 clusters Score -1436925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1436923.375000 Penalty: 3074.528320
	Iteration 67Q: 3 clusters Score -1436923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1436927.375000 Penalty: 3074.528320
	Iteration 68Q: 3 clusters Score -1436927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1436925.125000 Penalty: 3074.528320
	Iteration 69Q: 3 clusters Score -1436925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1436927.125000 Penalty: 3074.528320
	Iteration 70Q: 3 clusters Score -1436927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1436928.500000 Penalty: 3074.528320
	Iteration 71Q: 3 clusters Score -1436928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1436929.125000 Penalty: 3074.528320
	Iteration 72Q: 3 clusters Score -1436929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1436929.125000 Penalty: 3074.528320
	Iteration 73Q: 3 clusters Score -1436929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1436929.250000 Penalty: 3074.528320
	Iteration 74Q: 3 clusters Score -1436929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1436930.625000 Penalty: 3074.528320
	Iteration 75Q: 3 clusters Score -1436931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1436930.625000 Penalty: 3074.528320
	Iteration 76F: 3 clusters Score -1436931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -128471.835938 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -128471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126890.953125 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -126891 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127179.437500 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -127179.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127255.046875 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -127255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127285.546875 Penalty: 2297.156006
	Iteration 3Q: 3 clusters Score -127285.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127307.085938 Penalty: 2297.156006
	Iteration 4Q: 3 clusters Score -127307.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127320.890625 Penalty: 2297.156006
	Iteration 5Q: 3 clusters Score -127320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127323.984375 Penalty: 2297.156006
	Iteration 6Q: 3 clusters Score -127324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127326.796875 Penalty: 2297.156006
	Iteration 7Q: 3 clusters Score -127326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127328.453125 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -127328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127330.031250 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -127330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127332.476562 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -127332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127338.531250 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -127338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127342.671875 Penalty: 2297.156006
	Iteration 12Q: 3 clusters Score -127342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127346.664062 Penalty: 2297.156006
	Iteration 13Q: 3 clusters Score -127346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127346.664062 Penalty: 2297.156006
	Iteration 14F: 3 clusters Score -127346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Entering Unmasked Estep 
Score: -1906189.500000 Penalty: 1583.117554
	Iteration 0F: 2 clusters Score -1906190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1894562.375000 Penalty: 3166.235107
	Iteration 0F: 3 clusters Score -1894562 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1898705.000000 Penalty: 3166.235107
	Iteration 1F: 3 clusters Score -1898705 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1898991.375000 Penalty: 3166.235107
	Iteration 2Q: 3 clusters Score -1898991 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1899287.250000 Penalty: 3166.235107
	Iteration 3Q: 3 clusters Score -1899287 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1899683.375000 Penalty: 3166.235107
	Iteration 4Q: 3 clusters Score -1899683 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1900225.000000 Penalty: 3166.235107
	Iteration 5F: 3 clusters Score -1900225 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1901045.125000 Penalty: 3166.235107
	Iteration 6F: 3 clusters Score -1901045 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1902096.625000 Penalty: 3166.235107
	Iteration 7F: 3 clusters Score -1902097 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1903101.000000 Penalty: 3166.235107
	Iteration 8F: 3 clusters Score -1903101 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1903857.750000 Penalty: 3166.235107
	Iteration 9Q: 3 clusters Score -1903858 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1904285.250000 Penalty: 3166.235107
	Iteration 10Q: 3 clusters Score -1904285 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1904513.125000 Penalty: 3166.235107
	Iteration 11Q: 3 clusters Score -1904513 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1904663.500000 Penalty: 3166.235107
	Iteration 12Q: 3 clusters Score -1904664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1904729.250000 Penalty: 3166.235107
	Iteration 13Q: 3 clusters Score -1904729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1904762.500000 Penalty: 3166.235107
	Iteration 14Q: 3 clusters Score -1904762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1904786.750000 Penalty: 3166.235107
	Iteration 15Q: 3 clusters Score -1904787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1904797.750000 Penalty: 3166.235107
	Iteration 16Q: 3 clusters Score -1904798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1904811.000000 Penalty: 3166.235107
	Iteration 17Q: 3 clusters Score -1904811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1904821.250000 Penalty: 3166.235107
	Iteration 18Q: 3 clusters Score -1904821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1904826.125000 Penalty: 3166.235107
	Iteration 19Q: 3 clusters Score -1904826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1904829.000000 Penalty: 3166.235107
	Iteration 20F: 3 clusters Score -1904829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1904830.125000 Penalty: 3166.235107
	Iteration 21Q: 3 clusters Score -1904830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1904830.125000 Penalty: 3166.235107
	Iteration 22F: 3 clusters Score -1904830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -184583.421875 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -184583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182664.515625 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -182664.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -183075.218750 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -183075.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183234.906250 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -183234.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -183327.546875 Penalty: 2418.047607
	Iteration 3F: 3 clusters Score -183327.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183394.343750 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -183394.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183429.890625 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -183429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183456.312500 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -183456.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -183482.625000 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -183482.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183506.265625 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -183506.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183522.093750 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -183522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183535.437500 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -183535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183545.359375 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -183545.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -183554.843750 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -183554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -183561.437500 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -183561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -183565.125000 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -183565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183569.281250 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -183569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -183572.781250 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -183572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183577.031250 Penalty: 2418.047607
	Iteration 17Q: 3 clusters Score -183577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -183582.609375 Penalty: 2418.047607
	Iteration 18Q: 3 clusters Score -183582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -183586.750000 Penalty: 2418.047607
	Iteration 19Q: 3 clusters Score -183586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -183589.406250 Penalty: 2418.047607
	Iteration 20F: 3 clusters Score -183589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183593.093750 Penalty: 2418.047607
	Iteration 21Q: 3 clusters Score -183593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183597.062500 Penalty: 2418.047607
	Iteration 22Q: 3 clusters Score -183597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183598.890625 Penalty: 2418.047607
	Iteration 23Q: 3 clusters Score -183598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183598.890625 Penalty: 2418.047607
	Iteration 24F: 3 clusters Score -183598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49706 members 
Mstep: Class 3 contains 86437 members 
Mstep: Class 5 contains 37362 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 128736 members 
Mstep: Class 8 contains 68671 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747984.000000 Penalty: 36686.867188
Iteration 159Q: 18 clusters Score -6.474798e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 49667 members 
Mstep: Class 3 contains 86442 members 
Mstep: Class 4 contains 152657 members 
Mstep: Class 5 contains 38250 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 129295 members 
Mstep: Class 8 contains 68857 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 4962 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 12870 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 21 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749420.000000 Penalty: 36686.867188
Iteration 160F: 18 clusters Score -6.474942e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 48937 members 
Mstep: Class 3 contains 86440 members 
Mstep: Class 4 contains 153338 members 
Mstep: Class 5 contains 39038 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 128519 members 
Mstep: Class 8 contains 68935 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 139 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 13751 members 
Mstep: Class 14 contains 12537 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 17002 members 
Mstep: Class 21 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749700.000000 Penalty: 36686.867188
Iteration 161Q: 18 clusters Score -6.47497e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 48321 members 
Mstep: Class 3 contains 86426 members 
Mstep: Class 4 contains 153736 members 
Mstep: Class 5 contains 39815 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 127874 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 143 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 13747 members 
Mstep: Class 14 contains 12236 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 21 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750216.000000 Penalty: 36686.867188
Iteration 162Q: 18 clusters Score -6.475022e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 47768 members 
Mstep: Class 3 contains 86424 members 
Mstep: Class 4 contains 153882 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 127383 members 
Mstep: Class 8 contains 69135 members 
Mstep: Class 9 contains 4256 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 13743 members 
Mstep: Class 14 contains 11953 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 16929 members 
Mstep: Class 21 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750468.000000 Penalty: 36686.867188
Iteration 163Q: 18 clusters Score -6.475047e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 47319 members 
Mstep: Class 3 contains 86413 members 
Mstep: Class 4 contains 153882 members 
Mstep: Class 5 contains 41278 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 126998 members 
Mstep: Class 8 contains 69257 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 13743 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 16906 members 
Mstep: Class 21 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750636.000000 Penalty: 36686.867188
Iteration 164Q: 18 clusters Score -6.475064e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46927 members 
Mstep: Class 3 contains 86394 members 
Mstep: Class 4 contains 153790 members 
Mstep: Class 5 contains 41970 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 126699 members 
Mstep: Class 8 contains 69385 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 21 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 18 clusters Score -6.475086e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 46590 members 
Mstep: Class 3 contains 86376 members 
Mstep: Class 4 contains 153664 members 
Mstep: Class 5 contains 42665 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 126373 members 
Mstep: Class 8 contains 69506 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 13742 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 16878 members 
Mstep: Class 21 contains 1706 members 
Entering Unmasked Estep 
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Iteration 166Q: 18 clusters Score -6.475134e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 46289 members 
Mstep: Class 3 contains 86366 members 
Mstep: Class 4 contains 153534 members 
Mstep: Class 5 contains 43282 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 126061 members 
Mstep: Class 8 contains 69635 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 16866 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751252.000000 Penalty: 36686.867188
Iteration 167Q: 18 clusters Score -6.475125e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 45995 members 
Mstep: Class 3 contains 86357 members 
Mstep: Class 4 contains 153437 members 
Mstep: Class 5 contains 43855 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 125708 members 
Mstep: Class 8 contains 69779 members 
Mstep: Class 9 contains 4247 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 13744 members 
Mstep: Class 14 contains 10764 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 16891 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Iteration 168Q: 18 clusters Score -6.475116e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 45769 members 
Mstep: Class 3 contains 86358 members 
Mstep: Class 4 contains 153300 members 
Mstep: Class 5 contains 44384 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 125316 members 
Mstep: Class 8 contains 69923 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 13736 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 16917 members 
Mstep: Class 21 contains 1705 members 
Entering Unmasked Estep 
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Iteration 169Q: 18 clusters Score -6.475096e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 45560 members 
Mstep: Class 3 contains 86351 members 
Mstep: Class 4 contains 153184 members 
Mstep: Class 5 contains 44880 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 124941 members 
Mstep: Class 8 contains 70047 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 16960 members 
Mstep: Class 21 contains 1705 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -6.475096e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45399 members 
Mstep: Class 3 contains 86344 members 
Mstep: Class 4 contains 153025 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 124631 members 
Mstep: Class 8 contains 70157 members 
Mstep: Class 9 contains 4256 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 13741 members 
Mstep: Class 14 contains 10377 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 17001 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
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Iteration 171Q: 18 clusters Score -6.475098e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45288 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 152819 members 
Mstep: Class 5 contains 45731 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 124399 members 
Mstep: Class 8 contains 70247 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 13751 members 
Mstep: Class 14 contains 10288 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 17034 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
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Score: -64751040.000000 Penalty: 36686.867188
Iteration 172Q: 18 clusters Score -6.475104e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 45172 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 152642 members 
Mstep: Class 5 contains 46102 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 124182 members 
Mstep: Class 8 contains 70318 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 10213 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17063 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 18 clusters Score -6.4751e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 45066 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 152505 members 
Mstep: Class 5 contains 46429 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 123981 members 
Mstep: Class 8 contains 70371 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8085 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 10143 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -6.47511e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 44982 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 152382 members 
Mstep: Class 5 contains 46726 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 123795 members 
Mstep: Class 8 contains 70415 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8161 members 
Mstep: Class 13 contains 13788 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 1189 members 
Mstep: Class 16 contains 17119 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
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Iteration 175Q: 18 clusters Score -6.475106e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 44884 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 152269 members 
Mstep: Class 5 contains 47023 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 123617 members 
Mstep: Class 8 contains 70452 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8229 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 10009 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17153 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -6.475112e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44794 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 152175 members 
Mstep: Class 5 contains 47300 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 123434 members 
Mstep: Class 8 contains 70490 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 13816 members 
Mstep: Class 14 contains 9956 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17188 members 
Mstep: Class 21 contains 1705 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -6.475104e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44718 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 152129 members 
Mstep: Class 5 contains 47550 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 123220 members 
Mstep: Class 8 contains 70515 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 13825 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 21 contains 1705 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -6.475111e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44651 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 152021 members 
Mstep: Class 5 contains 47772 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 123057 members 
Mstep: Class 8 contains 70552 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8403 members 
Mstep: Class 13 contains 13831 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 17252 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Iteration 179Q: 18 clusters Score -6.47511e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 44588 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151954 members 
Mstep: Class 5 contains 47970 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 122890 members 
Mstep: Class 8 contains 70589 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8458 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 17278 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Score: -64751144.000000 Penalty: 36686.867188
Iteration 180F: 18 clusters Score -6.475114e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44539 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 151902 members 
Mstep: Class 5 contains 48147 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 122714 members 
Mstep: Class 8 contains 70616 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8500 members 
Mstep: Class 13 contains 13848 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 17317 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Iteration 181Q: 18 clusters Score -6.475108e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44502 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151834 members 
Mstep: Class 5 contains 48289 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 122601 members 
Mstep: Class 8 contains 70651 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 13848 members 
Mstep: Class 14 contains 9843 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 17333 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Iteration 182Q: 18 clusters Score -6.47511e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 44478 members 
Mstep: Class 3 contains 86327 members 
Mstep: Class 4 contains 151798 members 
Mstep: Class 5 contains 48425 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 122448 members 
Mstep: Class 8 contains 70685 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 9820 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
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Iteration 183Q: 18 clusters Score -6.475108e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 44468 members 
Mstep: Class 3 contains 86324 members 
Mstep: Class 4 contains 151759 members 
Mstep: Class 5 contains 48573 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 122272 members 
Mstep: Class 8 contains 70719 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17386 members 
Mstep: Class 21 contains 1701 members 
Entering Unmasked Estep 
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Iteration 184Q: 18 clusters Score -6.475107e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44456 members 
Mstep: Class 3 contains 86324 members 
Mstep: Class 4 contains 151728 members 
Mstep: Class 5 contains 48708 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 122117 members 
Mstep: Class 8 contains 70745 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8654 members 
Mstep: Class 13 contains 13868 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 17402 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
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Iteration 185Q: 18 clusters Score -6.475108e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 44441 members 
Mstep: Class 3 contains 86324 members 
Mstep: Class 4 contains 151706 members 
Mstep: Class 5 contains 48838 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121963 members 
Mstep: Class 8 contains 70767 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 9757 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
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Iteration 186Q: 18 clusters Score -6.475116e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44429 members 
Mstep: Class 3 contains 86323 members 
Mstep: Class 4 contains 151705 members 
Mstep: Class 5 contains 48946 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121807 members 
Mstep: Class 8 contains 70789 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 9751 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
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Iteration 187Q: 18 clusters Score -6.475123e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 44424 members 
Mstep: Class 3 contains 86321 members 
Mstep: Class 4 contains 151694 members 
Mstep: Class 5 contains 49055 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121664 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 13879 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 17462 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
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Iteration 188Q: 18 clusters Score -6.475131e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44415 members 
Mstep: Class 3 contains 86322 members 
Mstep: Class 4 contains 151669 members 
Mstep: Class 5 contains 49164 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121527 members 
Mstep: Class 8 contains 70849 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 13883 members 
Mstep: Class 14 contains 9735 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17481 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
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Iteration 189Q: 18 clusters Score -6.475122e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 86322 members 
Mstep: Class 4 contains 151655 members 
Mstep: Class 5 contains 49258 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121408 members 
Mstep: Class 8 contains 70871 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 9722 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17499 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
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Iteration 190Q: 18 clusters Score -6.47512e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44407 members 
Mstep: Class 3 contains 86321 members 
Mstep: Class 4 contains 151656 members 
Mstep: Class 5 contains 49345 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121297 members 
Mstep: Class 8 contains 70893 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8751 members 
Mstep: Class 13 contains 13893 members 
Mstep: Class 14 contains 9710 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17507 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
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Iteration 191Q: 18 clusters Score -6.475125e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44405 members 
Mstep: Class 3 contains 86322 members 
Mstep: Class 4 contains 151674 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121175 members 
Mstep: Class 8 contains 70911 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 13897 members 
Mstep: Class 14 contains 9698 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
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Iteration 192Q: 18 clusters Score -6.475124e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44397 members 
Mstep: Class 3 contains 86323 members 
Mstep: Class 4 contains 151688 members 
Mstep: Class 5 contains 49509 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 121060 members 
Mstep: Class 8 contains 70923 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8769 members 
Mstep: Class 13 contains 13899 members 
Mstep: Class 14 contains 9687 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17525 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751292.000000 Penalty: 36686.867188
Iteration 193Q: 18 clusters Score -6.475129e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44384 members 
Mstep: Class 3 contains 86324 members 
Mstep: Class 4 contains 151719 members 
Mstep: Class 5 contains 49590 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120938 members 
Mstep: Class 8 contains 70937 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751256.000000 Penalty: 36686.867188
Iteration 194Q: 18 clusters Score -6.475126e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44375 members 
Mstep: Class 3 contains 86325 members 
Mstep: Class 4 contains 151708 members 
Mstep: Class 5 contains 49671 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120834 members 
Mstep: Class 8 contains 70957 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8781 members 
Mstep: Class 13 contains 13908 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 1184 members 
Mstep: Class 16 contains 17558 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751196.000000 Penalty: 36686.867188
Iteration 195Q: 18 clusters Score -6.47512e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 86327 members 
Mstep: Class 4 contains 151701 members 
Mstep: Class 5 contains 49742 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120746 members 
Mstep: Class 8 contains 70973 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 17567 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751200.000000 Penalty: 36686.867188
Iteration 196Q: 18 clusters Score -6.47512e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44358 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151698 members 
Mstep: Class 5 contains 49814 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120656 members 
Mstep: Class 8 contains 70991 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8796 members 
Mstep: Class 13 contains 13921 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 17573 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751124.000000 Penalty: 36686.867188
Iteration 197Q: 18 clusters Score -6.475112e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44350 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151685 members 
Mstep: Class 5 contains 49883 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120586 members 
Mstep: Class 8 contains 71004 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8805 members 
Mstep: Class 13 contains 13930 members 
Mstep: Class 14 contains 9644 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751176.000000 Penalty: 36686.867188
Iteration 198Q: 18 clusters Score -6.475118e+07 nChanged 175
Entering ConstructFrom: 
Score: -64751176.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -204405.765625 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -204405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202395.500000 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -202395.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202867.328125 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -202867.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202987.265625 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -202987.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203056.640625 Penalty: 2454.818115
	Iteration 3Q: 3 clusters Score -203056.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -203117.640625 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -203117.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -203160.281250 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -203160.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -203185.765625 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -203185.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -203209.734375 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -203209.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -203239.984375 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -203240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -203267.906250 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -203267.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -203298.984375 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -203299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -203319.156250 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -203319.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203338.500000 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -203338.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203345.328125 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -203345.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203351.515625 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -203351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -203357.937500 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -203357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203362.625000 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -203362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203367.390625 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -203367.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -203374.109375 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -203374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -203382.125000 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -203382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -203387.203125 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -203387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203392.765625 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -203392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203398.265625 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -203398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -203409.718750 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -203409.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -203421.046875 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -203421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203427.250000 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -203427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -203434.562500 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -203434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203441.500000 Penalty: 2454.818115
	Iteration 27Q: 3 clusters Score -203441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -203445.609375 Penalty: 2454.818115
	Iteration 28Q: 3 clusters Score -203445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203450.828125 Penalty: 2454.818115
	Iteration 29Q: 3 clusters Score -203450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203451.843750 Penalty: 2454.818115
	Iteration 30Q: 3 clusters Score -203451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -203453.390625 Penalty: 2454.818115
	Iteration 31Q: 3 clusters Score -203453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -203456.796875 Penalty: 2454.818115
	Iteration 32Q: 3 clusters Score -203456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -203458.343750 Penalty: 2454.818115
	Iteration 33Q: 3 clusters Score -203458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -203459.609375 Penalty: 2454.818115
	Iteration 34Q: 3 clusters Score -203459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203460.843750 Penalty: 2454.818115
	Iteration 35Q: 3 clusters Score -203460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -203460.843750 Penalty: 2454.818115
	Iteration 36F: 3 clusters Score -203460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Entering Unmasked Estep 
Score: -5061267.000000 Penalty: 1738.702881
	Iteration 0F: 2 clusters Score -5061267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5031525.000000 Penalty: 3477.405762
	Iteration 0F: 3 clusters Score -5031525 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5043669.500000 Penalty: 3477.405762
	Iteration 1F: 3 clusters Score -5043670 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5044741.000000 Penalty: 3477.405762
	Iteration 2F: 3 clusters Score -5044741 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5046002.000000 Penalty: 3477.405762
	Iteration 3F: 3 clusters Score -5046002 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5047806.000000 Penalty: 3477.405762
	Iteration 4F: 3 clusters Score -5047806 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -5050149.000000 Penalty: 3477.405762
	Iteration 5F: 3 clusters Score -5050149 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5052593.000000 Penalty: 3477.405762
	Iteration 6F: 3 clusters Score -5052593 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5054336.000000 Penalty: 3477.405762
	Iteration 7F: 3 clusters Score -5054336 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5055092.500000 Penalty: 3477.405762
	Iteration 8Q: 3 clusters Score -5055092 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5055458.500000 Penalty: 3477.405762
	Iteration 9Q: 3 clusters Score -5055458 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5055676.000000 Penalty: 3477.405762
	Iteration 10Q: 3 clusters Score -5055676 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5055792.000000 Penalty: 3477.405762
	Iteration 11Q: 3 clusters Score -5055792 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -5055920.500000 Penalty: 3477.405762
	Iteration 12Q: 3 clusters Score -5055920 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5056025.000000 Penalty: 3477.405762
	Iteration 13Q: 3 clusters Score -5056025 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5056132.000000 Penalty: 3477.405762
	Iteration 14Q: 3 clusters Score -5056132 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5056257.000000 Penalty: 3477.405762
	Iteration 15Q: 3 clusters Score -5056257 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5056348.500000 Penalty: 3477.405762
	Iteration 16Q: 3 clusters Score -5056348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5056449.500000 Penalty: 3477.405762
	Iteration 17Q: 3 clusters Score -5056450 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -5056550.500000 Penalty: 3477.405762
	Iteration 18Q: 3 clusters Score -5056550 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5056653.000000 Penalty: 3477.405762
	Iteration 19Q: 3 clusters Score -5056653 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5056739.500000 Penalty: 3477.405762
	Iteration 20F: 3 clusters Score -5056740 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5056812.500000 Penalty: 3477.405762
	Iteration 21Q: 3 clusters Score -5056812 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5056888.500000 Penalty: 3477.405762
	Iteration 22Q: 3 clusters Score -5056888 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5056949.000000 Penalty: 3477.405762
	Iteration 23Q: 3 clusters Score -5056949 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5057039.000000 Penalty: 3477.405762
	Iteration 24Q: 3 clusters Score -5057039 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5057122.500000 Penalty: 3477.405762
	Iteration 25Q: 3 clusters Score -5057122 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5057187.500000 Penalty: 3477.405762
	Iteration 26Q: 3 clusters Score -5057188 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5057275.000000 Penalty: 3477.405762
	Iteration 27Q: 3 clusters Score -5057275 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5057353.500000 Penalty: 3477.405762
	Iteration 28Q: 3 clusters Score -5057354 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5057426.000000 Penalty: 3477.405762
	Iteration 29Q: 3 clusters Score -5057426 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5057501.000000 Penalty: 3477.405762
	Iteration 30Q: 3 clusters Score -5057501 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5057600.500000 Penalty: 3477.405762
	Iteration 31Q: 3 clusters Score -5057600 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5057685.000000 Penalty: 3477.405762
	Iteration 32Q: 3 clusters Score -5057685 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -5057782.000000 Penalty: 3477.405762
	Iteration 33Q: 3 clusters Score -5057782 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5057874.000000 Penalty: 3477.405762
	Iteration 34Q: 3 clusters Score -5057874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -5057961.500000 Penalty: 3477.405762
	Iteration 35Q: 3 clusters Score -5057962 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5058073.500000 Penalty: 3477.405762
	Iteration 36Q: 3 clusters Score -5058074 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5058153.500000 Penalty: 3477.405762
	Iteration 37Q: 3 clusters Score -5058154 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -5058254.500000 Penalty: 3477.405762
	Iteration 38Q: 3 clusters Score -5058254 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5058349.000000 Penalty: 3477.405762
	Iteration 39Q: 3 clusters Score -5058349 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5058461.500000 Penalty: 3477.405762
	Iteration 40F: 3 clusters Score -5058462 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5058570.500000 Penalty: 3477.405762
	Iteration 41Q: 3 clusters Score -5058570 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -5058678.000000 Penalty: 3477.405762
	Iteration 42Q: 3 clusters Score -5058678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5058796.000000 Penalty: 3477.405762
	Iteration 43Q: 3 clusters Score -5058796 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5058926.000000 Penalty: 3477.405762
	Iteration 44Q: 3 clusters Score -5058926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5059017.500000 Penalty: 3477.405762
	Iteration 45Q: 3 clusters Score -5059018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5059128.500000 Penalty: 3477.405762
	Iteration 46Q: 3 clusters Score -5059128 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5059214.000000 Penalty: 3477.405762
	Iteration 47Q: 3 clusters Score -5059214 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5059301.500000 Penalty: 3477.405762
	Iteration 48Q: 3 clusters Score -5059302 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5059420.500000 Penalty: 3477.405762
	Iteration 49Q: 3 clusters Score -5059420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5059536.500000 Penalty: 3477.405762
	Iteration 50Q: 3 clusters Score -5059536 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5059617.000000 Penalty: 3477.405762
	Iteration 51Q: 3 clusters Score -5059617 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5059683.500000 Penalty: 3477.405762
	Iteration 52Q: 3 clusters Score -5059684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5059718.000000 Penalty: 3477.405762
	Iteration 53Q: 3 clusters Score -5059718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5059766.000000 Penalty: 3477.405762
	Iteration 54Q: 3 clusters Score -5059766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5059813.000000 Penalty: 3477.405762
	Iteration 55Q: 3 clusters Score -5059813 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5059850.500000 Penalty: 3477.405762
	Iteration 56Q: 3 clusters Score -5059850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5059881.000000 Penalty: 3477.405762
	Iteration 57Q: 3 clusters Score -5059881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5059912.000000 Penalty: 3477.405762
	Iteration 58Q: 3 clusters Score -5059912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5059930.000000 Penalty: 3477.405762
	Iteration 59Q: 3 clusters Score -5059930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5059962.500000 Penalty: 3477.405762
	Iteration 60F: 3 clusters Score -5059962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5059993.000000 Penalty: 3477.405762
	Iteration 61Q: 3 clusters Score -5059993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5060029.500000 Penalty: 3477.405762
	Iteration 62Q: 3 clusters Score -5060030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5060031.000000 Penalty: 3477.405762
	Iteration 63Q: 3 clusters Score -5060031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5060053.500000 Penalty: 3477.405762
	Iteration 64Q: 3 clusters Score -5060054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5060076.500000 Penalty: 3477.405762
	Iteration 65Q: 3 clusters Score -5060076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5060087.500000 Penalty: 3477.405762
	Iteration 66Q: 3 clusters Score -5060088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5060095.500000 Penalty: 3477.405762
	Iteration 67Q: 3 clusters Score -5060096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5060093.000000 Penalty: 3477.405762
	Iteration 68Q: 3 clusters Score -5060093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5060119.500000 Penalty: 3477.405762
	Iteration 69Q: 3 clusters Score -5060120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5060120.000000 Penalty: 3477.405762
	Iteration 70Q: 3 clusters Score -5060120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5060130.500000 Penalty: 3477.405762
	Iteration 71Q: 3 clusters Score -5060130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5060147.000000 Penalty: 3477.405762
	Iteration 72Q: 3 clusters Score -5060147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5060150.000000 Penalty: 3477.405762
	Iteration 73Q: 3 clusters Score -5060150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5060154.000000 Penalty: 3477.405762
	Iteration 74Q: 3 clusters Score -5060154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5060150.000000 Penalty: 3477.405762
	Iteration 75Q: 3 clusters Score -5060150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5060154.500000 Penalty: 3477.405762
	Iteration 76Q: 3 clusters Score -5060154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5060163.000000 Penalty: 3477.405762
	Iteration 77Q: 3 clusters Score -5060163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5060169.000000 Penalty: 3477.405762
	Iteration 78Q: 3 clusters Score -5060169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5060170.000000 Penalty: 3477.405762
	Iteration 79Q: 3 clusters Score -5060170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5060172.500000 Penalty: 3477.405762
	Iteration 80F: 3 clusters Score -5060172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5060169.000000 Penalty: 3477.405762
	Iteration 81Q: 3 clusters Score -5060169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5060173.000000 Penalty: 3477.405762
	Iteration 82Q: 3 clusters Score -5060173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5060172.500000 Penalty: 3477.405762
	Iteration 83Q: 3 clusters Score -5060172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5060172.000000 Penalty: 3477.405762
	Iteration 84Q: 3 clusters Score -5060172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5060175.500000 Penalty: 3477.405762
	Iteration 85Q: 3 clusters Score -5060176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5060179.500000 Penalty: 3477.405762
	Iteration 86Q: 3 clusters Score -5060180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5060179.500000 Penalty: 3477.405762
	Iteration 87Q: 3 clusters Score -5060180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5060178.500000 Penalty: 3477.405762
	Iteration 88Q: 3 clusters Score -5060178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5060173.500000 Penalty: 3477.405762
	Iteration 89Q: 3 clusters Score -5060174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5060181.000000 Penalty: 3477.405762
	Iteration 90Q: 3 clusters Score -5060181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5060184.500000 Penalty: 3477.405762
	Iteration 91Q: 3 clusters Score -5060184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5060182.500000 Penalty: 3477.405762
	Iteration 92Q: 3 clusters Score -5060182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5060184.500000 Penalty: 3477.405762
	Iteration 93Q: 3 clusters Score -5060184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5060187.500000 Penalty: 3477.405762
	Iteration 94Q: 3 clusters Score -5060188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5060186.500000 Penalty: 3477.405762
	Iteration 95Q: 3 clusters Score -5060186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5060186.500000 Penalty: 3477.405762
	Iteration 96Q: 3 clusters Score -5060186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5060186.500000 Penalty: 3477.405762
	Iteration 97F: 3 clusters Score -5060186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Entering Unmasked Estep 
Score: -9653341.000000 Penalty: 1846.963989
	Iteration 0F: 2 clusters Score -9653341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -9595441.000000 Penalty: 3693.927979
	Iteration 0F: 3 clusters Score -9595441 nChanged 41129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -9619056.000000 Penalty: 3693.927979
	Iteration 1F: 3 clusters Score -9619056 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -9619471.000000 Penalty: 3693.927979
	Iteration 2Q: 3 clusters Score -9619471 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -9619841.000000 Penalty: 3693.927979
	Iteration 3Q: 3 clusters Score -9619841 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -9620303.000000 Penalty: 3693.927979
	Iteration 4Q: 3 clusters Score -9620303 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9620940.000000 Penalty: 3693.927979
	Iteration 5Q: 3 clusters Score -9620940 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9621690.000000 Penalty: 3693.927979
	Iteration 6Q: 3 clusters Score -9621690 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9622875.000000 Penalty: 3693.927979
	Iteration 7Q: 3 clusters Score -9622875 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -9625003.000000 Penalty: 3693.927979
	Iteration 8Q: 3 clusters Score -9625003 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -9628274.000000 Penalty: 3693.927979
	Iteration 9F: 3 clusters Score -9628274 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9633386.000000 Penalty: 3693.927979
	Iteration 10F: 3 clusters Score -9633386 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -9639699.000000 Penalty: 3693.927979
	Iteration 11F: 3 clusters Score -9639699 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -9645465.000000 Penalty: 3693.927979
	Iteration 12F: 3 clusters Score -9645465 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -9649109.000000 Penalty: 3693.927979
	Iteration 13Q: 3 clusters Score -9649109 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -9650695.000000 Penalty: 3693.927979
	Iteration 14Q: 3 clusters Score -9650695 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -9651241.000000 Penalty: 3693.927979
	Iteration 15Q: 3 clusters Score -9651241 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -9651478.000000 Penalty: 3693.927979
	Iteration 16Q: 3 clusters Score -9651478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -9651552.000000 Penalty: 3693.927979
	Iteration 17Q: 3 clusters Score -9651552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -9651608.000000 Penalty: 3693.927979
	Iteration 18Q: 3 clusters Score -9651608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -9651650.000000 Penalty: 3693.927979
	Iteration 19Q: 3 clusters Score -9651650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -9651668.000000 Penalty: 3693.927979
	Iteration 20F: 3 clusters Score -9651668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -9651677.000000 Penalty: 3693.927979
	Iteration 21Q: 3 clusters Score -9651677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -9651685.000000 Penalty: 3693.927979
	Iteration 22Q: 3 clusters Score -9651685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -9651695.000000 Penalty: 3693.927979
	Iteration 23Q: 3 clusters Score -9651695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -9651724.000000 Penalty: 3693.927979
	Iteration 24Q: 3 clusters Score -9651724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -9651739.000000 Penalty: 3693.927979
	Iteration 25Q: 3 clusters Score -9651739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -9651745.000000 Penalty: 3693.927979
	Iteration 26Q: 3 clusters Score -9651745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -9651759.000000 Penalty: 3693.927979
	Iteration 27Q: 3 clusters Score -9651759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -9651759.000000 Penalty: 3693.927979
	Iteration 28F: 3 clusters Score -9651759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Entering Unmasked Estep 
Score: -17050860.000000 Penalty: 1938.533325
	Iteration 0F: 2 clusters Score -1.705086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -16953296.000000 Penalty: 3877.066650
	Iteration 0F: 3 clusters Score -1.69533e+07 nChanged 73402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -16998934.000000 Penalty: 3877.066650
	Iteration 1F: 3 clusters Score -1.699893e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -17001982.000000 Penalty: 3877.066650
	Iteration 2Q: 3 clusters Score -1.700198e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -17006512.000000 Penalty: 3877.066650
	Iteration 3F: 3 clusters Score -1.700651e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -17012550.000000 Penalty: 3877.066650
	Iteration 4F: 3 clusters Score -1.701255e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -17019914.000000 Penalty: 3877.066650
	Iteration 5F: 3 clusters Score -1.701991e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -17027580.000000 Penalty: 3877.066650
	Iteration 6F: 3 clusters Score -1.702758e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 120073 members 
Entering Unmasked Estep 
Score: -17034098.000000 Penalty: 3877.066650
	Iteration 7F: 3 clusters Score -1.70341e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 124531 members 
Entering Unmasked Estep 
Score: -17038350.000000 Penalty: 3877.066650
	Iteration 8Q: 3 clusters Score -1.703835e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 127781 members 
Entering Unmasked Estep 
Score: -17040796.000000 Penalty: 3877.066650
	Iteration 9Q: 3 clusters Score -1.70408e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -17042212.000000 Penalty: 3877.066650
	Iteration 10Q: 3 clusters Score -1.704221e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -17043116.000000 Penalty: 3877.066650
	Iteration 11Q: 3 clusters Score -1.704312e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 134909 members 
Entering Unmasked Estep 
Score: -17044076.000000 Penalty: 3877.066650
	Iteration 12Q: 3 clusters Score -1.704408e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 136924 members 
Entering Unmasked Estep 
Score: -17045012.000000 Penalty: 3877.066650
	Iteration 13Q: 3 clusters Score -1.704501e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -17045804.000000 Penalty: 3877.066650
	Iteration 14Q: 3 clusters Score -1.70458e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -17046620.000000 Penalty: 3877.066650
	Iteration 15Q: 3 clusters Score -1.704662e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 141879 members 
Entering Unmasked Estep 
Score: -17047434.000000 Penalty: 3877.066650
	Iteration 16Q: 3 clusters Score -1.704743e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -17048100.000000 Penalty: 3877.066650
	Iteration 17Q: 3 clusters Score -1.70481e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 144225 members 
Entering Unmasked Estep 
Score: -17048658.000000 Penalty: 3877.066650
	Iteration 18Q: 3 clusters Score -1.704866e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -17049098.000000 Penalty: 3877.066650
	Iteration 19Q: 3 clusters Score -1.70491e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -17049394.000000 Penalty: 3877.066650
	Iteration 20F: 3 clusters Score -1.704939e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -17049538.000000 Penalty: 3877.066650
	Iteration 21Q: 3 clusters Score -1.704954e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 147006 members 
Entering Unmasked Estep 
Score: -17049696.000000 Penalty: 3877.066650
	Iteration 22Q: 3 clusters Score -1.70497e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -17049770.000000 Penalty: 3877.066650
	Iteration 23Q: 3 clusters Score -1.704977e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 147692 members 
Entering Unmasked Estep 
Score: -17049878.000000 Penalty: 3877.066650
	Iteration 24Q: 3 clusters Score -1.704988e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -17049924.000000 Penalty: 3877.066650
	Iteration 25Q: 3 clusters Score -1.704992e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -17049938.000000 Penalty: 3877.066650
	Iteration 26Q: 3 clusters Score -1.704994e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -17049960.000000 Penalty: 3877.066650
	Iteration 27Q: 3 clusters Score -1.704996e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -17049970.000000 Penalty: 3877.066650
	Iteration 28Q: 3 clusters Score -1.704997e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -17049942.000000 Penalty: 3877.066650
	Iteration 29Q: 3 clusters Score -1.704994e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 148739 members 
Entering Unmasked Estep 
Score: -17049974.000000 Penalty: 3877.066650
	Iteration 30Q: 3 clusters Score -1.704997e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 148843 members 
Entering Unmasked Estep 
Score: -17049990.000000 Penalty: 3877.066650
	Iteration 31Q: 3 clusters Score -1.704999e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 148933 members 
Entering Unmasked Estep 
Score: -17049982.000000 Penalty: 3877.066650
	Iteration 32Q: 3 clusters Score -1.704998e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 149011 members 
Entering Unmasked Estep 
Score: -17049984.000000 Penalty: 3877.066650
	Iteration 33Q: 3 clusters Score -1.704998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -17049992.000000 Penalty: 3877.066650
	Iteration 34Q: 3 clusters Score -1.704999e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -17049996.000000 Penalty: 3877.066650
	Iteration 35Q: 3 clusters Score -1.705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -17049988.000000 Penalty: 3877.066650
	Iteration 36Q: 3 clusters Score -1.704999e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 149194 members 
Entering Unmasked Estep 
Score: -17049996.000000 Penalty: 3877.066650
	Iteration 37Q: 3 clusters Score -1.705e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 149233 members 
Entering Unmasked Estep 
Score: -17049994.000000 Penalty: 3877.066650
	Iteration 38Q: 3 clusters Score -1.704999e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 149264 members 
Entering Unmasked Estep 
Score: -17050036.000000 Penalty: 3877.066650
	Iteration 39Q: 3 clusters Score -1.705004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -17050032.000000 Penalty: 3877.066650
	Iteration 40F: 3 clusters Score -1.705003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -17050040.000000 Penalty: 3877.066650
	Iteration 41Q: 3 clusters Score -1.705004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 149348 members 
Entering Unmasked Estep 
Score: -17050040.000000 Penalty: 3877.066650
	Iteration 42Q: 3 clusters Score -1.705004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -17050046.000000 Penalty: 3877.066650
	Iteration 43Q: 3 clusters Score -1.705005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -17050036.000000 Penalty: 3877.066650
	Iteration 44Q: 3 clusters Score -1.705004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 149402 members 
Entering Unmasked Estep 
Score: -17050046.000000 Penalty: 3877.066650
	Iteration 45Q: 3 clusters Score -1.705005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -17050054.000000 Penalty: 3877.066650
	Iteration 46Q: 3 clusters Score -1.705005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -17050062.000000 Penalty: 3877.066650
	Iteration 47Q: 3 clusters Score -1.705006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -17050058.000000 Penalty: 3877.066650
	Iteration 48Q: 3 clusters Score -1.705006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -17050052.000000 Penalty: 3877.066650
	Iteration 49Q: 3 clusters Score -1.705005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 149470 members 
Entering Unmasked Estep 
Score: -17050044.000000 Penalty: 3877.066650
	Iteration 50Q: 3 clusters Score -1.705004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -17050066.000000 Penalty: 3877.066650
	Iteration 51Q: 3 clusters Score -1.705007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -17050052.000000 Penalty: 3877.066650
	Iteration 52Q: 3 clusters Score -1.705005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -17050060.000000 Penalty: 3877.066650
	Iteration 53Q: 3 clusters Score -1.705006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -17050058.000000 Penalty: 3877.066650
	Iteration 54Q: 3 clusters Score -1.705006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -17050062.000000 Penalty: 3877.066650
	Iteration 55Q: 3 clusters Score -1.705006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 149542 members 
Entering Unmasked Estep 
Score: -17050066.000000 Penalty: 3877.066650
	Iteration 56Q: 3 clusters Score -1.705007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 149545 members 
Entering Unmasked Estep 
Score: -17050070.000000 Penalty: 3877.066650
	Iteration 57Q: 3 clusters Score -1.705007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -17050072.000000 Penalty: 3877.066650
	Iteration 58Q: 3 clusters Score -1.705007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -17050064.000000 Penalty: 3877.066650
	Iteration 59Q: 3 clusters Score -1.705006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -17050060.000000 Penalty: 3877.066650
	Iteration 60F: 3 clusters Score -1.705006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -17050062.000000 Penalty: 3877.066650
	Iteration 61Q: 3 clusters Score -1.705006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -17050064.000000 Penalty: 3877.066650
	Iteration 62Q: 3 clusters Score -1.705006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -17050068.000000 Penalty: 3877.066650
	Iteration 63Q: 3 clusters Score -1.705007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -17050056.000000 Penalty: 3877.066650
	Iteration 64Q: 3 clusters Score -1.705006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -17050052.000000 Penalty: 3877.066650
	Iteration 65Q: 3 clusters Score -1.705005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -17050070.000000 Penalty: 3877.066650
	Iteration 66Q: 3 clusters Score -1.705007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -17050074.000000 Penalty: 3877.066650
	Iteration 67Q: 3 clusters Score -1.705007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -17050068.000000 Penalty: 3877.066650
	Iteration 68Q: 3 clusters Score -1.705007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -17050070.000000 Penalty: 3877.066650
	Iteration 69Q: 3 clusters Score -1.705007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -17050070.000000 Penalty: 3877.066650
	Iteration 70Q: 3 clusters Score -1.705007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -17050068.000000 Penalty: 3877.066650
	Iteration 71Q: 3 clusters Score -1.705007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -17050068.000000 Penalty: 3877.066650
	Iteration 72F: 3 clusters Score -1.705007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Entering Unmasked Estep 
Score: -5683046.000000 Penalty: 1758.031860
	Iteration 0F: 2 clusters Score -5683046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5649752.000000 Penalty: 3516.063721
	Iteration 0F: 3 clusters Score -5649752 nChanged 23325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5663162.500000 Penalty: 3516.063721
	Iteration 1F: 3 clusters Score -5663162 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5663744.500000 Penalty: 3516.063721
	Iteration 2Q: 3 clusters Score -5663744 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5664454.500000 Penalty: 3516.063721
	Iteration 3Q: 3 clusters Score -5664454 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5665519.500000 Penalty: 3516.063721
	Iteration 4Q: 3 clusters Score -5665520 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5667262.500000 Penalty: 3516.063721
	Iteration 5F: 3 clusters Score -5667262 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5669882.500000 Penalty: 3516.063721
	Iteration 6F: 3 clusters Score -5669882 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5673481.000000 Penalty: 3516.063721
	Iteration 7F: 3 clusters Score -5673481 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -5677017.500000 Penalty: 3516.063721
	Iteration 8F: 3 clusters Score -5677018 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5679403.000000 Penalty: 3516.063721
	Iteration 9Q: 3 clusters Score -5679403 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5680643.500000 Penalty: 3516.063721
	Iteration 10Q: 3 clusters Score -5680644 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5681160.500000 Penalty: 3516.063721
	Iteration 11Q: 3 clusters Score -5681160 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5681403.000000 Penalty: 3516.063721
	Iteration 12Q: 3 clusters Score -5681403 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5681536.000000 Penalty: 3516.063721
	Iteration 13Q: 3 clusters Score -5681536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5681605.500000 Penalty: 3516.063721
	Iteration 14Q: 3 clusters Score -5681606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5681642.500000 Penalty: 3516.063721
	Iteration 15Q: 3 clusters Score -5681642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5681660.000000 Penalty: 3516.063721
	Iteration 16Q: 3 clusters Score -5681660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5681681.500000 Penalty: 3516.063721
	Iteration 17Q: 3 clusters Score -5681682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5681696.500000 Penalty: 3516.063721
	Iteration 18Q: 3 clusters Score -5681696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5681703.500000 Penalty: 3516.063721
	Iteration 19Q: 3 clusters Score -5681704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5681709.000000 Penalty: 3516.063721
	Iteration 20F: 3 clusters Score -5681709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5681724.000000 Penalty: 3516.063721
	Iteration 21Q: 3 clusters Score -5681724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5681724.000000 Penalty: 3516.063721
	Iteration 22Q: 3 clusters Score -5681724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5681725.000000 Penalty: 3516.063721
	Iteration 23Q: 3 clusters Score -5681725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5681730.500000 Penalty: 3516.063721
	Iteration 24Q: 3 clusters Score -5681730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5681730.500000 Penalty: 3516.063721
	Iteration 25Q: 3 clusters Score -5681730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5681728.500000 Penalty: 3516.063721
	Iteration 26Q: 3 clusters Score -5681728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5681727.500000 Penalty: 3516.063721
	Iteration 27Q: 3 clusters Score -5681728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5681728.500000 Penalty: 3516.063721
	Iteration 28Q: 3 clusters Score -5681728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5681736.000000 Penalty: 3516.063721
	Iteration 29Q: 3 clusters Score -5681736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5681733.500000 Penalty: 3516.063721
	Iteration 30Q: 3 clusters Score -5681734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5681733.500000 Penalty: 3516.063721
	Iteration 31F: 3 clusters Score -5681734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -115642.421875 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -115642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -114145.242188 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -114145.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114482.007812 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -114482 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -114621.656250 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -114621.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -114694.031250 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -114694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -114752.218750 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -114752.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -114802.757812 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -114802.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114845.367188 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -114845.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -114894.460938 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -114894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -114939.164062 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -114939.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114965.398438 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -114965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -114984.101562 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -114984.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -114995.085938 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -114995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114996.773438 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -114996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -114999.726562 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -114999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -115002.687500 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -115002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -115004.468750 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -115004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -115004.468750 Penalty: 2279.814697
	Iteration 16F: 3 clusters Score -115004.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120524 members 
Entering Unmasked Estep 
Score: -13591756.000000 Penalty: 1901.185669
	Iteration 0F: 2 clusters Score -1.359176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -13512762.000000 Penalty: 3802.371338
	Iteration 0F: 3 clusters Score -1.351276e+07 nChanged 57925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -13547346.000000 Penalty: 3802.371338
	Iteration 1F: 3 clusters Score -1.354735e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -13548644.000000 Penalty: 3802.371338
	Iteration 2Q: 3 clusters Score -1.354864e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -13550884.000000 Penalty: 3802.371338
	Iteration 3Q: 3 clusters Score -1.355088e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -13554780.000000 Penalty: 3802.371338
	Iteration 4F: 3 clusters Score -1.355478e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -13560702.000000 Penalty: 3802.371338
	Iteration 5F: 3 clusters Score -1.35607e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -13568194.000000 Penalty: 3802.371338
	Iteration 6F: 3 clusters Score -1.356819e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -13575280.000000 Penalty: 3802.371338
	Iteration 7F: 3 clusters Score -1.357528e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -13579830.000000 Penalty: 3802.371338
	Iteration 8F: 3 clusters Score -1.357983e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -13582015.000000 Penalty: 3802.371338
	Iteration 9Q: 3 clusters Score -1.358202e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -13583279.000000 Penalty: 3802.371338
	Iteration 10Q: 3 clusters Score -1.358328e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -13584308.000000 Penalty: 3802.371338
	Iteration 11Q: 3 clusters Score -1.358431e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -13585155.000000 Penalty: 3802.371338
	Iteration 12Q: 3 clusters Score -1.358516e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -13585890.000000 Penalty: 3802.371338
	Iteration 13Q: 3 clusters Score -1.358589e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -13586577.000000 Penalty: 3802.371338
	Iteration 14Q: 3 clusters Score -1.358658e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -13587121.000000 Penalty: 3802.371338
	Iteration 15Q: 3 clusters Score -1.358712e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -13587475.000000 Penalty: 3802.371338
	Iteration 16Q: 3 clusters Score -1.358748e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104696 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -13587874.000000 Penalty: 3802.371338
	Iteration 17Q: 3 clusters Score -1.358787e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -13588116.000000 Penalty: 3802.371338
	Iteration 18Q: 3 clusters Score -1.358812e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -13588310.000000 Penalty: 3802.371338
	Iteration 19Q: 3 clusters Score -1.358831e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106978 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -13588537.000000 Penalty: 3802.371338
	Iteration 20F: 3 clusters Score -1.358854e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -13588655.000000 Penalty: 3802.371338
	Iteration 21Q: 3 clusters Score -1.358866e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108235 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -13588712.000000 Penalty: 3802.371338
	Iteration 22Q: 3 clusters Score -1.358871e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -13588838.000000 Penalty: 3802.371338
	Iteration 23Q: 3 clusters Score -1.358884e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -13588903.000000 Penalty: 3802.371338
	Iteration 24Q: 3 clusters Score -1.35889e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -13588989.000000 Penalty: 3802.371338
	Iteration 25Q: 3 clusters Score -1.358899e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -13589089.000000 Penalty: 3802.371338
	Iteration 26Q: 3 clusters Score -1.358909e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -13589114.000000 Penalty: 3802.371338
	Iteration 27Q: 3 clusters Score -1.358911e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -13589179.000000 Penalty: 3802.371338
	Iteration 28Q: 3 clusters Score -1.358918e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -13589215.000000 Penalty: 3802.371338
	Iteration 29Q: 3 clusters Score -1.358922e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -13589274.000000 Penalty: 3802.371338
	Iteration 30Q: 3 clusters Score -1.358927e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -13589317.000000 Penalty: 3802.371338
	Iteration 31Q: 3 clusters Score -1.358932e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -13589385.000000 Penalty: 3802.371338
	Iteration 32Q: 3 clusters Score -1.358938e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -13589418.000000 Penalty: 3802.371338
	Iteration 33Q: 3 clusters Score -1.358942e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -13589459.000000 Penalty: 3802.371338
	Iteration 34Q: 3 clusters Score -1.358946e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -13589543.000000 Penalty: 3802.371338
	Iteration 35Q: 3 clusters Score -1.358954e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -13589571.000000 Penalty: 3802.371338
	Iteration 36Q: 3 clusters Score -1.358957e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -13589595.000000 Penalty: 3802.371338
	Iteration 37Q: 3 clusters Score -1.35896e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114360 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -13589665.000000 Penalty: 3802.371338
	Iteration 38Q: 3 clusters Score -1.358966e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -13589733.000000 Penalty: 3802.371338
	Iteration 39Q: 3 clusters Score -1.358973e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -13589789.000000 Penalty: 3802.371338
	Iteration 40F: 3 clusters Score -1.358979e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115179 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -13589834.000000 Penalty: 3802.371338
	Iteration 41Q: 3 clusters Score -1.358983e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -13589887.000000 Penalty: 3802.371338
	Iteration 42Q: 3 clusters Score -1.358989e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -13589940.000000 Penalty: 3802.371338
	Iteration 43Q: 3 clusters Score -1.358994e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -13589997.000000 Penalty: 3802.371338
	Iteration 44Q: 3 clusters Score -1.359e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -13590028.000000 Penalty: 3802.371338
	Iteration 45Q: 3 clusters Score -1.359003e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13590042.000000 Penalty: 3802.371338
	Iteration 46Q: 3 clusters Score -1.359004e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -13590050.000000 Penalty: 3802.371338
	Iteration 47Q: 3 clusters Score -1.359005e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -13590060.000000 Penalty: 3802.371338
	Iteration 48Q: 3 clusters Score -1.359006e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -13590084.000000 Penalty: 3802.371338
	Iteration 49Q: 3 clusters Score -1.359008e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13590082.000000 Penalty: 3802.371338
	Iteration 50Q: 3 clusters Score -1.359008e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -13590095.000000 Penalty: 3802.371338
	Iteration 51Q: 3 clusters Score -1.35901e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -13590127.000000 Penalty: 3802.371338
	Iteration 52Q: 3 clusters Score -1.359013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117174 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -13590184.000000 Penalty: 3802.371338
	Iteration 53Q: 3 clusters Score -1.359018e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117268 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -13590237.000000 Penalty: 3802.371338
	Iteration 54Q: 3 clusters Score -1.359024e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -13590255.000000 Penalty: 3802.371338
	Iteration 55Q: 3 clusters Score -1.359026e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -13590260.000000 Penalty: 3802.371338
	Iteration 56Q: 3 clusters Score -1.359026e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13590266.000000 Penalty: 3802.371338
	Iteration 57Q: 3 clusters Score -1.359027e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -13590275.000000 Penalty: 3802.371338
	Iteration 58Q: 3 clusters Score -1.359028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -13590293.000000 Penalty: 3802.371338
	Iteration 59Q: 3 clusters Score -1.359029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -13590300.000000 Penalty: 3802.371338
	Iteration 60F: 3 clusters Score -1.35903e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -13590302.000000 Penalty: 3802.371338
	Iteration 61Q: 3 clusters Score -1.35903e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13590310.000000 Penalty: 3802.371338
	Iteration 62Q: 3 clusters Score -1.359031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13590338.000000 Penalty: 3802.371338
	Iteration 63Q: 3 clusters Score -1.359034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13590342.000000 Penalty: 3802.371338
	Iteration 64Q: 3 clusters Score -1.359034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118081 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -13590364.000000 Penalty: 3802.371338
	Iteration 65Q: 3 clusters Score -1.359036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13590385.000000 Penalty: 3802.371338
	Iteration 66Q: 3 clusters Score -1.359038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13590400.000000 Penalty: 3802.371338
	Iteration 67Q: 3 clusters Score -1.35904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13590411.000000 Penalty: 3802.371338
	Iteration 68Q: 3 clusters Score -1.359041e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13590429.000000 Penalty: 3802.371338
	Iteration 69Q: 3 clusters Score -1.359043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13590427.000000 Penalty: 3802.371338
	Iteration 70Q: 3 clusters Score -1.359043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118316 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -13590415.000000 Penalty: 3802.371338
	Iteration 71Q: 3 clusters Score -1.359042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13590422.000000 Penalty: 3802.371338
	Iteration 72Q: 3 clusters Score -1.359042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -13590406.000000 Penalty: 3802.371338
	Iteration 73Q: 3 clusters Score -1.359041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13590415.000000 Penalty: 3802.371338
	Iteration 74Q: 3 clusters Score -1.359042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13590423.000000 Penalty: 3802.371338
	Iteration 75Q: 3 clusters Score -1.359042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -13590435.000000 Penalty: 3802.371338
	Iteration 76Q: 3 clusters Score -1.359044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -13590439.000000 Penalty: 3802.371338
	Iteration 77Q: 3 clusters Score -1.359044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -13590430.000000 Penalty: 3802.371338
	Iteration 78Q: 3 clusters Score -1.359043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13590430.000000 Penalty: 3802.371338
	Iteration 79Q: 3 clusters Score -1.359043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13590441.000000 Penalty: 3802.371338
	Iteration 80F: 3 clusters Score -1.359044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -13590434.000000 Penalty: 3802.371338
	Iteration 81Q: 3 clusters Score -1.359043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -13590430.000000 Penalty: 3802.371338
	Iteration 82Q: 3 clusters Score -1.359043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13590433.000000 Penalty: 3802.371338
	Iteration 83Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13590428.000000 Penalty: 3802.371338
	Iteration 84Q: 3 clusters Score -1.359043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13590442.000000 Penalty: 3802.371338
	Iteration 85Q: 3 clusters Score -1.359044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13590431.000000 Penalty: 3802.371338
	Iteration 86Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -13590436.000000 Penalty: 3802.371338
	Iteration 87Q: 3 clusters Score -1.359044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -13590431.000000 Penalty: 3802.371338
	Iteration 88Q: 3 clusters Score -1.359043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13590434.000000 Penalty: 3802.371338
	Iteration 89Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118450 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13590430.000000 Penalty: 3802.371338
	Iteration 90Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13590429.000000 Penalty: 3802.371338
	Iteration 91Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -13590436.000000 Penalty: 3802.371338
	Iteration 92Q: 3 clusters Score -1.359044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13590429.000000 Penalty: 3802.371338
	Iteration 93Q: 3 clusters Score -1.359043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13590430.000000 Penalty: 3802.371338
	Iteration 94Q: 3 clusters Score -1.359043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13590421.000000 Penalty: 3802.371338
	Iteration 95Q: 3 clusters Score -1.359042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13590421.000000 Penalty: 3802.371338
	Iteration 96F: 3 clusters Score -1.359042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Entering Unmasked Estep 
Score: -8073879.500000 Penalty: 1815.223145
	Iteration 0F: 2 clusters Score -8073880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8026300.000000 Penalty: 3630.446289
	Iteration 0F: 3 clusters Score -8026300 nChanged 33806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8046134.500000 Penalty: 3630.446289
	Iteration 1F: 3 clusters Score -8046134 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -8047047.000000 Penalty: 3630.446289
	Iteration 2Q: 3 clusters Score -8047047 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -8048458.500000 Penalty: 3630.446289
	Iteration 3Q: 3 clusters Score -8048458 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -8050836.500000 Penalty: 3630.446289
	Iteration 4F: 3 clusters Score -8050836 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -8054464.500000 Penalty: 3630.446289
	Iteration 5F: 3 clusters Score -8054464 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -8059268.000000 Penalty: 3630.446289
	Iteration 6F: 3 clusters Score -8059268 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -8064269.000000 Penalty: 3630.446289
	Iteration 7F: 3 clusters Score -8064269 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8068175.500000 Penalty: 3630.446289
	Iteration 8F: 3 clusters Score -8068176 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8070460.000000 Penalty: 3630.446289
	Iteration 9Q: 3 clusters Score -8070460 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8071481.500000 Penalty: 3630.446289
	Iteration 10Q: 3 clusters Score -8071482 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8071906.500000 Penalty: 3630.446289
	Iteration 11Q: 3 clusters Score -8071906 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8072097.500000 Penalty: 3630.446289
	Iteration 12Q: 3 clusters Score -8072098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8072211.000000 Penalty: 3630.446289
	Iteration 13Q: 3 clusters Score -8072211 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8072299.000000 Penalty: 3630.446289
	Iteration 14Q: 3 clusters Score -8072299 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8072332.500000 Penalty: 3630.446289
	Iteration 15Q: 3 clusters Score -8072332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8072353.000000 Penalty: 3630.446289
	Iteration 16Q: 3 clusters Score -8072353 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8072399.500000 Penalty: 3630.446289
	Iteration 17Q: 3 clusters Score -8072400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8072417.500000 Penalty: 3630.446289
	Iteration 18Q: 3 clusters Score -8072418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8072455.000000 Penalty: 3630.446289
	Iteration 19Q: 3 clusters Score -8072455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8072471.000000 Penalty: 3630.446289
	Iteration 20F: 3 clusters Score -8072471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8072484.500000 Penalty: 3630.446289
	Iteration 21Q: 3 clusters Score -8072484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8072496.500000 Penalty: 3630.446289
	Iteration 22Q: 3 clusters Score -8072496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8072501.000000 Penalty: 3630.446289
	Iteration 23Q: 3 clusters Score -8072501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8072495.000000 Penalty: 3630.446289
	Iteration 24Q: 3 clusters Score -8072495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8072494.500000 Penalty: 3630.446289
	Iteration 25Q: 3 clusters Score -8072494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8072505.000000 Penalty: 3630.446289
	Iteration 26Q: 3 clusters Score -8072505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8072502.500000 Penalty: 3630.446289
	Iteration 27Q: 3 clusters Score -8072502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8072502.500000 Penalty: 3630.446289
	Iteration 28Q: 3 clusters Score -8072502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8072507.500000 Penalty: 3630.446289
	Iteration 29Q: 3 clusters Score -8072508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8072506.500000 Penalty: 3630.446289
	Iteration 30Q: 3 clusters Score -8072506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8072502.500000 Penalty: 3630.446289
	Iteration 31Q: 3 clusters Score -8072502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8072501.000000 Penalty: 3630.446289
	Iteration 32Q: 3 clusters Score -8072501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8072501.000000 Penalty: 3630.446289
	Iteration 33F: 3 clusters Score -8072501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -476422.406250 Penalty: 1358.207031
	Iteration 0F: 2 clusters Score -476422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -472936.625000 Penalty: 2716.414062
	Iteration 0F: 3 clusters Score -472936.6 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -473873.156250 Penalty: 2716.414062
	Iteration 1F: 3 clusters Score -473873.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474034.437500 Penalty: 2716.414062
	Iteration 2F: 3 clusters Score -474034.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -474152.937500 Penalty: 2716.414062
	Iteration 3Q: 3 clusters Score -474152.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -474258.500000 Penalty: 2716.414062
	Iteration 4Q: 3 clusters Score -474258.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -474337.875000 Penalty: 2716.414062
	Iteration 5Q: 3 clusters Score -474337.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -474403.250000 Penalty: 2716.414062
	Iteration 6Q: 3 clusters Score -474403.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -474475.437500 Penalty: 2716.414062
	Iteration 7Q: 3 clusters Score -474475.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -474544.062500 Penalty: 2716.414062
	Iteration 8Q: 3 clusters Score -474544.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -474608.687500 Penalty: 2716.414062
	Iteration 9Q: 3 clusters Score -474608.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -474676.343750 Penalty: 2716.414062
	Iteration 10Q: 3 clusters Score -474676.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -474750.875000 Penalty: 2716.414062
	Iteration 11Q: 3 clusters Score -474750.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -474831.937500 Penalty: 2716.414062
	Iteration 12Q: 3 clusters Score -474831.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -474905.718750 Penalty: 2716.414062
	Iteration 13Q: 3 clusters Score -474905.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -474974.031250 Penalty: 2716.414062
	Iteration 14Q: 3 clusters Score -474974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -475025.062500 Penalty: 2716.414062
	Iteration 15Q: 3 clusters Score -475025.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -475070.656250 Penalty: 2716.414062
	Iteration 16Q: 3 clusters Score -475070.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -475107.406250 Penalty: 2716.414062
	Iteration 17Q: 3 clusters Score -475107.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -475133.718750 Penalty: 2716.414062
	Iteration 18Q: 3 clusters Score -475133.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -475150.406250 Penalty: 2716.414062
	Iteration 19Q: 3 clusters Score -475150.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -475164.937500 Penalty: 2716.414062
	Iteration 20F: 3 clusters Score -475164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475177.218750 Penalty: 2716.414062
	Iteration 21Q: 3 clusters Score -475177.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -475187.718750 Penalty: 2716.414062
	Iteration 22Q: 3 clusters Score -475187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -475195.937500 Penalty: 2716.414062
	Iteration 23Q: 3 clusters Score -475195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -475202.968750 Penalty: 2716.414062
	Iteration 24Q: 3 clusters Score -475203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -475208.125000 Penalty: 2716.414062
	Iteration 25Q: 3 clusters Score -475208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -475218.500000 Penalty: 2716.414062
	Iteration 26Q: 3 clusters Score -475218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -475225.218750 Penalty: 2716.414062
	Iteration 27Q: 3 clusters Score -475225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -475226.718750 Penalty: 2716.414062
	Iteration 28Q: 3 clusters Score -475226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -475229.031250 Penalty: 2716.414062
	Iteration 29Q: 3 clusters Score -475229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -475231.062500 Penalty: 2716.414062
	Iteration 30Q: 3 clusters Score -475231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -475234.312500 Penalty: 2716.414062
	Iteration 31Q: 3 clusters Score -475234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -475234.375000 Penalty: 2716.414062
	Iteration 32Q: 3 clusters Score -475234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -475234.375000 Penalty: 2716.414062
	Iteration 33F: 3 clusters Score -475234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -154155.046875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -154155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152419.109375 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -152419.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152744.796875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -152744.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152839.000000 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -152839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152874.937500 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -152874.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152893.765625 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -152893.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152910.406250 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -152910.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152919.046875 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -152919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152924.312500 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -152924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152928.109375 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -152928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152928.812500 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -152928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152928.812500 Penalty: 2365.105469
	Iteration 10F: 3 clusters Score -152928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11566.863281 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10977.775391 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -10977.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11073.462891 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11073.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11154.275391 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11154.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11202.605469 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11202.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11204.083008 Penalty: 1617.438477
	Iteration 4Q: 3 clusters Score -11204.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11204.083008 Penalty: 1617.438477
	Iteration 5F: 3 clusters Score -11204.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Entering Unmasked Estep 
Score: -1008971.687500 Penalty: 1476.184204
	Iteration 0F: 2 clusters Score -1008972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1002435.375000 Penalty: 2952.368408
	Iteration 0F: 3 clusters Score -1002435 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1004507.125000 Penalty: 2952.368408
	Iteration 1F: 3 clusters Score -1004507 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1004798.312500 Penalty: 2952.368408
	Iteration 2F: 3 clusters Score -1004798 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1005076.937500 Penalty: 2952.368408
	Iteration 3F: 3 clusters Score -1005077 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1005404.750000 Penalty: 2952.368408
	Iteration 4F: 3 clusters Score -1005405 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1005725.250000 Penalty: 2952.368408
	Iteration 5F: 3 clusters Score -1005725 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1006030.687500 Penalty: 2952.368408
	Iteration 6F: 3 clusters Score -1006031 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1006338.937500 Penalty: 2952.368408
	Iteration 7Q: 3 clusters Score -1006339 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1006627.437500 Penalty: 2952.368408
	Iteration 8Q: 3 clusters Score -1006627 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1006859.875000 Penalty: 2952.368408
	Iteration 9Q: 3 clusters Score -1006860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1007043.250000 Penalty: 2952.368408
	Iteration 10Q: 3 clusters Score -1007043 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1007196.687500 Penalty: 2952.368408
	Iteration 11Q: 3 clusters Score -1007197 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1007328.250000 Penalty: 2952.368408
	Iteration 12Q: 3 clusters Score -1007328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1007429.125000 Penalty: 2952.368408
	Iteration 13Q: 3 clusters Score -1007429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1007494.562500 Penalty: 2952.368408
	Iteration 14Q: 3 clusters Score -1007495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1007543.187500 Penalty: 2952.368408
	Iteration 15Q: 3 clusters Score -1007543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1007568.500000 Penalty: 2952.368408
	Iteration 16Q: 3 clusters Score -1007568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1007598.625000 Penalty: 2952.368408
	Iteration 17Q: 3 clusters Score -1007599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1007625.437500 Penalty: 2952.368408
	Iteration 18Q: 3 clusters Score -1007625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1007638.125000 Penalty: 2952.368408
	Iteration 19Q: 3 clusters Score -1007638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1007652.250000 Penalty: 2952.368408
	Iteration 20F: 3 clusters Score -1007652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1007665.312500 Penalty: 2952.368408
	Iteration 21Q: 3 clusters Score -1007665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1007679.125000 Penalty: 2952.368408
	Iteration 22Q: 3 clusters Score -1007679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1007693.312500 Penalty: 2952.368408
	Iteration 23Q: 3 clusters Score -1007693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1007703.375000 Penalty: 2952.368408
	Iteration 24Q: 3 clusters Score -1007703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1007709.937500 Penalty: 2952.368408
	Iteration 25Q: 3 clusters Score -1007710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1007720.062500 Penalty: 2952.368408
	Iteration 26Q: 3 clusters Score -1007720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1007729.187500 Penalty: 2952.368408
	Iteration 27Q: 3 clusters Score -1007729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1007733.562500 Penalty: 2952.368408
	Iteration 28Q: 3 clusters Score -1007734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1007738.750000 Penalty: 2952.368408
	Iteration 29Q: 3 clusters Score -1007739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1007739.937500 Penalty: 2952.368408
	Iteration 30Q: 3 clusters Score -1007740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1007741.437500 Penalty: 2952.368408
	Iteration 31Q: 3 clusters Score -1007741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1007741.437500 Penalty: 2952.368408
	Iteration 32F: 3 clusters Score -1007741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -1518577.250000 Penalty: 1550.612427
	Iteration 0F: 2 clusters Score -1518577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1508878.875000 Penalty: 3101.224854
	Iteration 0F: 3 clusters Score -1508879 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1512167.750000 Penalty: 3101.224854
	Iteration 1F: 3 clusters Score -1512168 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1512397.625000 Penalty: 3101.224854
	Iteration 2F: 3 clusters Score -1512398 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1512565.875000 Penalty: 3101.224854
	Iteration 3Q: 3 clusters Score -1512566 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1512683.625000 Penalty: 3101.224854
	Iteration 4Q: 3 clusters Score -1512684 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1512780.875000 Penalty: 3101.224854
	Iteration 5Q: 3 clusters Score -1512781 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1512855.750000 Penalty: 3101.224854
	Iteration 6Q: 3 clusters Score -1512856 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1512943.875000 Penalty: 3101.224854
	Iteration 7Q: 3 clusters Score -1512944 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1513008.125000 Penalty: 3101.224854
	Iteration 8Q: 3 clusters Score -1513008 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1513096.875000 Penalty: 3101.224854
	Iteration 9Q: 3 clusters Score -1513097 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1513199.375000 Penalty: 3101.224854
	Iteration 10Q: 3 clusters Score -1513199 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1513334.250000 Penalty: 3101.224854
	Iteration 11Q: 3 clusters Score -1513334 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1513524.000000 Penalty: 3101.224854
	Iteration 12Q: 3 clusters Score -1513524 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1513780.625000 Penalty: 3101.224854
	Iteration 13Q: 3 clusters Score -1513781 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1514152.625000 Penalty: 3101.224854
	Iteration 14Q: 3 clusters Score -1514153 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1514606.125000 Penalty: 3101.224854
	Iteration 15Q: 3 clusters Score -1514606 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1515152.625000 Penalty: 3101.224854
	Iteration 16Q: 3 clusters Score -1515153 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1515766.125000 Penalty: 3101.224854
	Iteration 17F: 3 clusters Score -1515766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1516255.875000 Penalty: 3101.224854
	Iteration 18Q: 3 clusters Score -1516256 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1516652.625000 Penalty: 3101.224854
	Iteration 19Q: 3 clusters Score -1516653 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1516916.125000 Penalty: 3101.224854
	Iteration 20F: 3 clusters Score -1516916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1517064.625000 Penalty: 3101.224854
	Iteration 21Q: 3 clusters Score -1517065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1517153.750000 Penalty: 3101.224854
	Iteration 22Q: 3 clusters Score -1517154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1517210.375000 Penalty: 3101.224854
	Iteration 23Q: 3 clusters Score -1517210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1517249.250000 Penalty: 3101.224854
	Iteration 24Q: 3 clusters Score -1517249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1517270.625000 Penalty: 3101.224854
	Iteration 25Q: 3 clusters Score -1517271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1517291.375000 Penalty: 3101.224854
	Iteration 26Q: 3 clusters Score -1517291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1517307.625000 Penalty: 3101.224854
	Iteration 27Q: 3 clusters Score -1517308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1517317.250000 Penalty: 3101.224854
	Iteration 28Q: 3 clusters Score -1517317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1517323.125000 Penalty: 3101.224854
	Iteration 29Q: 3 clusters Score -1517323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1517333.125000 Penalty: 3101.224854
	Iteration 30Q: 3 clusters Score -1517333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1517342.125000 Penalty: 3101.224854
	Iteration 31Q: 3 clusters Score -1517342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1517350.375000 Penalty: 3101.224854
	Iteration 32Q: 3 clusters Score -1517350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1517352.125000 Penalty: 3101.224854
	Iteration 33Q: 3 clusters Score -1517352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1517355.750000 Penalty: 3101.224854
	Iteration 34Q: 3 clusters Score -1517356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1517356.500000 Penalty: 3101.224854
	Iteration 35Q: 3 clusters Score -1517356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1517364.625000 Penalty: 3101.224854
	Iteration 36Q: 3 clusters Score -1517365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1517366.125000 Penalty: 3101.224854
	Iteration 37Q: 3 clusters Score -1517366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1517371.375000 Penalty: 3101.224854
	Iteration 38Q: 3 clusters Score -1517371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1517376.500000 Penalty: 3101.224854
	Iteration 39Q: 3 clusters Score -1517376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1517382.750000 Penalty: 3101.224854
	Iteration 40F: 3 clusters Score -1517383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1517385.750000 Penalty: 3101.224854
	Iteration 41Q: 3 clusters Score -1517386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1517392.125000 Penalty: 3101.224854
	Iteration 42Q: 3 clusters Score -1517392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1517393.500000 Penalty: 3101.224854
	Iteration 43Q: 3 clusters Score -1517394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1517398.125000 Penalty: 3101.224854
	Iteration 44Q: 3 clusters Score -1517398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1517399.750000 Penalty: 3101.224854
	Iteration 45Q: 3 clusters Score -1517400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1517399.625000 Penalty: 3101.224854
	Iteration 46Q: 3 clusters Score -1517400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1517402.500000 Penalty: 3101.224854
	Iteration 47Q: 3 clusters Score -1517402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1517402.750000 Penalty: 3101.224854
	Iteration 48Q: 3 clusters Score -1517403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1517404.250000 Penalty: 3101.224854
	Iteration 49Q: 3 clusters Score -1517404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1517404.500000 Penalty: 3101.224854
	Iteration 50Q: 3 clusters Score -1517404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1517406.750000 Penalty: 3101.224854
	Iteration 51Q: 3 clusters Score -1517407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1517406.750000 Penalty: 3101.224854
	Iteration 52F: 3 clusters Score -1517407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -1079783.500000 Penalty: 1490.739380
	Iteration 0F: 2 clusters Score -1079784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1072836.375000 Penalty: 2981.478760
	Iteration 0F: 3 clusters Score -1072836 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1074924.875000 Penalty: 2981.478760
	Iteration 1F: 3 clusters Score -1074925 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1075133.625000 Penalty: 2981.478760
	Iteration 2F: 3 clusters Score -1075134 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1075281.500000 Penalty: 2981.478760
	Iteration 3Q: 3 clusters Score -1075282 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1075397.625000 Penalty: 2981.478760
	Iteration 4Q: 3 clusters Score -1075398 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1075481.750000 Penalty: 2981.478760
	Iteration 5Q: 3 clusters Score -1075482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1075559.000000 Penalty: 2981.478760
	Iteration 6Q: 3 clusters Score -1075559 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1075629.750000 Penalty: 2981.478760
	Iteration 7Q: 3 clusters Score -1075630 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1075684.125000 Penalty: 2981.478760
	Iteration 8Q: 3 clusters Score -1075684 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1075736.250000 Penalty: 2981.478760
	Iteration 9Q: 3 clusters Score -1075736 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1075790.375000 Penalty: 2981.478760
	Iteration 10Q: 3 clusters Score -1075790 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1075846.500000 Penalty: 2981.478760
	Iteration 11Q: 3 clusters Score -1075846 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1075912.125000 Penalty: 2981.478760
	Iteration 12Q: 3 clusters Score -1075912 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1075979.875000 Penalty: 2981.478760
	Iteration 13Q: 3 clusters Score -1075980 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1076054.625000 Penalty: 2981.478760
	Iteration 14Q: 3 clusters Score -1076055 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1076146.125000 Penalty: 2981.478760
	Iteration 15Q: 3 clusters Score -1076146 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1076266.875000 Penalty: 2981.478760
	Iteration 16Q: 3 clusters Score -1076267 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1076408.875000 Penalty: 2981.478760
	Iteration 17Q: 3 clusters Score -1076409 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1076572.375000 Penalty: 2981.478760
	Iteration 18Q: 3 clusters Score -1076572 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1076795.000000 Penalty: 2981.478760
	Iteration 19Q: 3 clusters Score -1076795 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1077002.500000 Penalty: 2981.478760
	Iteration 20F: 3 clusters Score -1077002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1077160.375000 Penalty: 2981.478760
	Iteration 21Q: 3 clusters Score -1077160 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1077259.000000 Penalty: 2981.478760
	Iteration 22Q: 3 clusters Score -1077259 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1077330.500000 Penalty: 2981.478760
	Iteration 23Q: 3 clusters Score -1077330 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1077388.750000 Penalty: 2981.478760
	Iteration 24Q: 3 clusters Score -1077389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1077440.625000 Penalty: 2981.478760
	Iteration 25Q: 3 clusters Score -1077441 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1077478.750000 Penalty: 2981.478760
	Iteration 26Q: 3 clusters Score -1077479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1077516.625000 Penalty: 2981.478760
	Iteration 27Q: 3 clusters Score -1077517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1077549.750000 Penalty: 2981.478760
	Iteration 28Q: 3 clusters Score -1077550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1077589.500000 Penalty: 2981.478760
	Iteration 29Q: 3 clusters Score -1077590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1077632.500000 Penalty: 2981.478760
	Iteration 30Q: 3 clusters Score -1077632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1077669.625000 Penalty: 2981.478760
	Iteration 31Q: 3 clusters Score -1077670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1077712.500000 Penalty: 2981.478760
	Iteration 32Q: 3 clusters Score -1077712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1077756.750000 Penalty: 2981.478760
	Iteration 33Q: 3 clusters Score -1077757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1077800.750000 Penalty: 2981.478760
	Iteration 34Q: 3 clusters Score -1077801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1077850.250000 Penalty: 2981.478760
	Iteration 35Q: 3 clusters Score -1077850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1077892.625000 Penalty: 2981.478760
	Iteration 36Q: 3 clusters Score -1077893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1077941.000000 Penalty: 2981.478760
	Iteration 37Q: 3 clusters Score -1077941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1077977.750000 Penalty: 2981.478760
	Iteration 38Q: 3 clusters Score -1077978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1078014.000000 Penalty: 2981.478760
	Iteration 39Q: 3 clusters Score -1078014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1078043.250000 Penalty: 2981.478760
	Iteration 40F: 3 clusters Score -1078043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1078064.750000 Penalty: 2981.478760
	Iteration 41Q: 3 clusters Score -1078065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1078078.500000 Penalty: 2981.478760
	Iteration 42Q: 3 clusters Score -1078078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1078096.625000 Penalty: 2981.478760
	Iteration 43Q: 3 clusters Score -1078097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1078110.250000 Penalty: 2981.478760
	Iteration 44Q: 3 clusters Score -1078110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1078122.625000 Penalty: 2981.478760
	Iteration 45Q: 3 clusters Score -1078123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1078137.500000 Penalty: 2981.478760
	Iteration 46Q: 3 clusters Score -1078138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1078145.125000 Penalty: 2981.478760
	Iteration 47Q: 3 clusters Score -1078145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1078154.875000 Penalty: 2981.478760
	Iteration 48Q: 3 clusters Score -1078155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1078158.625000 Penalty: 2981.478760
	Iteration 49Q: 3 clusters Score -1078159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1078166.250000 Penalty: 2981.478760
	Iteration 50Q: 3 clusters Score -1078166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1078175.250000 Penalty: 2981.478760
	Iteration 51Q: 3 clusters Score -1078175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1078179.000000 Penalty: 2981.478760
	Iteration 52Q: 3 clusters Score -1078179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1078183.750000 Penalty: 2981.478760
	Iteration 53Q: 3 clusters Score -1078184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1078187.875000 Penalty: 2981.478760
	Iteration 54Q: 3 clusters Score -1078188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1078192.875000 Penalty: 2981.478760
	Iteration 55Q: 3 clusters Score -1078193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1078196.250000 Penalty: 2981.478760
	Iteration 56Q: 3 clusters Score -1078196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1078198.625000 Penalty: 2981.478760
	Iteration 57Q: 3 clusters Score -1078199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1078201.500000 Penalty: 2981.478760
	Iteration 58Q: 3 clusters Score -1078202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1078201.625000 Penalty: 2981.478760
	Iteration 59Q: 3 clusters Score -1078202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1078205.625000 Penalty: 2981.478760
	Iteration 60F: 3 clusters Score -1078206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1078206.625000 Penalty: 2981.478760
	Iteration 61Q: 3 clusters Score -1078207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1078207.500000 Penalty: 2981.478760
	Iteration 62Q: 3 clusters Score -1078208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1078207.125000 Penalty: 2981.478760
	Iteration 63Q: 3 clusters Score -1078207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1078207.625000 Penalty: 2981.478760
	Iteration 64Q: 3 clusters Score -1078208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1078209.375000 Penalty: 2981.478760
	Iteration 65Q: 3 clusters Score -1078209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1078210.000000 Penalty: 2981.478760
	Iteration 66Q: 3 clusters Score -1078210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1078210.375000 Penalty: 2981.478760
	Iteration 67Q: 3 clusters Score -1078210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1078211.875000 Penalty: 2981.478760
	Iteration 68Q: 3 clusters Score -1078212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1078215.750000 Penalty: 2981.478760
	Iteration 69Q: 3 clusters Score -1078216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1078216.250000 Penalty: 2981.478760
	Iteration 70Q: 3 clusters Score -1078216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1078218.250000 Penalty: 2981.478760
	Iteration 71Q: 3 clusters Score -1078218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1078220.375000 Penalty: 2981.478760
	Iteration 72Q: 3 clusters Score -1078220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1078221.625000 Penalty: 2981.478760
	Iteration 73Q: 3 clusters Score -1078222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1078219.875000 Penalty: 2981.478760
	Iteration 74Q: 3 clusters Score -1078220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1078218.750000 Penalty: 2981.478760
	Iteration 75Q: 3 clusters Score -1078219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1078217.500000 Penalty: 2981.478760
	Iteration 76Q: 3 clusters Score -1078218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1078217.375000 Penalty: 2981.478760
	Iteration 77Q: 3 clusters Score -1078217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1078217.750000 Penalty: 2981.478760
	Iteration 78Q: 3 clusters Score -1078218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1078218.750000 Penalty: 2981.478760
	Iteration 79Q: 3 clusters Score -1078219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1078218.625000 Penalty: 2981.478760
	Iteration 80F: 3 clusters Score -1078219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1078221.250000 Penalty: 2981.478760
	Iteration 81Q: 3 clusters Score -1078221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1078219.750000 Penalty: 2981.478760
	Iteration 82Q: 3 clusters Score -1078220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1078220.000000 Penalty: 2981.478760
	Iteration 83Q: 3 clusters Score -1078220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1078220.000000 Penalty: 2981.478760
	Iteration 84F: 3 clusters Score -1078220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -129317.421875 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -129317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127738.289062 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -127738.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128008.335938 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -128008.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128068.187500 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -128068.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128100.609375 Penalty: 2299.363037
	Iteration 3Q: 3 clusters Score -128100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128118.000000 Penalty: 2299.363037
	Iteration 4Q: 3 clusters Score -128118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128129.109375 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -128129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128134.453125 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -128134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128135.929688 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -128135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128137.281250 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -128137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128138.578125 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -128138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128139.554688 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -128139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128140.015625 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -128140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128140.015625 Penalty: 2299.363037
	Iteration 12F: 3 clusters Score -128140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -1969448.250000 Penalty: 1588.303589
	Iteration 0F: 2 clusters Score -1969448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1957360.500000 Penalty: 3176.607178
	Iteration 0F: 3 clusters Score -1957360 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1961891.750000 Penalty: 3176.607178
	Iteration 1F: 3 clusters Score -1961892 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1962342.375000 Penalty: 3176.607178
	Iteration 2F: 3 clusters Score -1962342 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1962844.000000 Penalty: 3176.607178
	Iteration 3F: 3 clusters Score -1962844 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1963454.750000 Penalty: 3176.607178
	Iteration 4F: 3 clusters Score -1963455 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1964183.750000 Penalty: 3176.607178
	Iteration 5F: 3 clusters Score -1964184 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1965144.625000 Penalty: 3176.607178
	Iteration 6F: 3 clusters Score -1965145 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1966211.875000 Penalty: 3176.607178
	Iteration 7F: 3 clusters Score -1966212 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1966863.875000 Penalty: 3176.607178
	Iteration 8Q: 3 clusters Score -1966864 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1967154.750000 Penalty: 3176.607178
	Iteration 9Q: 3 clusters Score -1967155 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1967335.500000 Penalty: 3176.607178
	Iteration 10Q: 3 clusters Score -1967336 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1967474.750000 Penalty: 3176.607178
	Iteration 11Q: 3 clusters Score -1967475 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1967572.500000 Penalty: 3176.607178
	Iteration 12Q: 3 clusters Score -1967572 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1967634.875000 Penalty: 3176.607178
	Iteration 13Q: 3 clusters Score -1967635 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1967695.125000 Penalty: 3176.607178
	Iteration 14Q: 3 clusters Score -1967695 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1967723.000000 Penalty: 3176.607178
	Iteration 15Q: 3 clusters Score -1967723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1967757.375000 Penalty: 3176.607178
	Iteration 16Q: 3 clusters Score -1967757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1967790.625000 Penalty: 3176.607178
	Iteration 17Q: 3 clusters Score -1967791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1967808.500000 Penalty: 3176.607178
	Iteration 18Q: 3 clusters Score -1967808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1967821.000000 Penalty: 3176.607178
	Iteration 19Q: 3 clusters Score -1967821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1967834.125000 Penalty: 3176.607178
	Iteration 20F: 3 clusters Score -1967834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1967849.375000 Penalty: 3176.607178
	Iteration 21Q: 3 clusters Score -1967849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1967861.125000 Penalty: 3176.607178
	Iteration 22Q: 3 clusters Score -1967861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1967879.125000 Penalty: 3176.607178
	Iteration 23Q: 3 clusters Score -1967879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1967902.500000 Penalty: 3176.607178
	Iteration 24Q: 3 clusters Score -1967902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1967918.500000 Penalty: 3176.607178
	Iteration 25Q: 3 clusters Score -1967918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1967925.000000 Penalty: 3176.607178
	Iteration 26Q: 3 clusters Score -1967925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1967937.250000 Penalty: 3176.607178
	Iteration 27Q: 3 clusters Score -1967937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1967944.500000 Penalty: 3176.607178
	Iteration 28Q: 3 clusters Score -1967944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1967954.500000 Penalty: 3176.607178
	Iteration 29Q: 3 clusters Score -1967954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1967956.375000 Penalty: 3176.607178
	Iteration 30Q: 3 clusters Score -1967956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1967957.125000 Penalty: 3176.607178
	Iteration 31Q: 3 clusters Score -1967957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1967959.625000 Penalty: 3176.607178
	Iteration 32Q: 3 clusters Score -1967960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1967962.750000 Penalty: 3176.607178
	Iteration 33Q: 3 clusters Score -1967963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1967967.250000 Penalty: 3176.607178
	Iteration 34Q: 3 clusters Score -1967967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1967973.125000 Penalty: 3176.607178
	Iteration 35Q: 3 clusters Score -1967973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1967975.000000 Penalty: 3176.607178
	Iteration 36Q: 3 clusters Score -1967975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1967971.000000 Penalty: 3176.607178
	Iteration 37Q: 3 clusters Score -1967971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1967973.750000 Penalty: 3176.607178
	Iteration 38Q: 3 clusters Score -1967974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1967974.875000 Penalty: 3176.607178
	Iteration 39Q: 3 clusters Score -1967975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1967974.000000 Penalty: 3176.607178
	Iteration 40F: 3 clusters Score -1967974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1967975.000000 Penalty: 3176.607178
	Iteration 41Q: 3 clusters Score -1967975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1967975.000000 Penalty: 3176.607178
	Iteration 42F: 3 clusters Score -1967975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -184053.906250 Penalty: 1208.546021
	Iteration 0F: 2 clusters Score -184053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -182171.890625 Penalty: 2417.092041
	Iteration 0F: 3 clusters Score -182171.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -182587.843750 Penalty: 2417.092041
	Iteration 1F: 3 clusters Score -182587.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182695.750000 Penalty: 2417.092041
	Iteration 2F: 3 clusters Score -182695.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182766.812500 Penalty: 2417.092041
	Iteration 3Q: 3 clusters Score -182766.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -182801.109375 Penalty: 2417.092041
	Iteration 4Q: 3 clusters Score -182801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -182826.671875 Penalty: 2417.092041
	Iteration 5Q: 3 clusters Score -182826.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -182850.906250 Penalty: 2417.092041
	Iteration 6Q: 3 clusters Score -182850.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -182873.953125 Penalty: 2417.092041
	Iteration 7Q: 3 clusters Score -182874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182892.734375 Penalty: 2417.092041
	Iteration 8Q: 3 clusters Score -182892.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182911.937500 Penalty: 2417.092041
	Iteration 9Q: 3 clusters Score -182911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182924.515625 Penalty: 2417.092041
	Iteration 10Q: 3 clusters Score -182924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182936.437500 Penalty: 2417.092041
	Iteration 11Q: 3 clusters Score -182936.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -182947.593750 Penalty: 2417.092041
	Iteration 12Q: 3 clusters Score -182947.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182961.328125 Penalty: 2417.092041
	Iteration 13Q: 3 clusters Score -182961.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182976.250000 Penalty: 2417.092041
	Iteration 14Q: 3 clusters Score -182976.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182989.375000 Penalty: 2417.092041
	Iteration 15Q: 3 clusters Score -182989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -182999.609375 Penalty: 2417.092041
	Iteration 16Q: 3 clusters Score -182999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183015.250000 Penalty: 2417.092041
	Iteration 17Q: 3 clusters Score -183015.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -183027.390625 Penalty: 2417.092041
	Iteration 18Q: 3 clusters Score -183027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -183034.031250 Penalty: 2417.092041
	Iteration 19Q: 3 clusters Score -183034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -183045.000000 Penalty: 2417.092041
	Iteration 20F: 3 clusters Score -183045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -183052.078125 Penalty: 2417.092041
	Iteration 21Q: 3 clusters Score -183052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -183064.875000 Penalty: 2417.092041
	Iteration 22Q: 3 clusters Score -183064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -183077.234375 Penalty: 2417.092041
	Iteration 23Q: 3 clusters Score -183077.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -183087.218750 Penalty: 2417.092041
	Iteration 24Q: 3 clusters Score -183087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183094.140625 Penalty: 2417.092041
	Iteration 25Q: 3 clusters Score -183094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -183099.703125 Penalty: 2417.092041
	Iteration 26Q: 3 clusters Score -183099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -183104.765625 Penalty: 2417.092041
	Iteration 27Q: 3 clusters Score -183104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -183109.484375 Penalty: 2417.092041
	Iteration 28Q: 3 clusters Score -183109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -183110.453125 Penalty: 2417.092041
	Iteration 29Q: 3 clusters Score -183110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -183110.453125 Penalty: 2417.092041
	Iteration 30F: 3 clusters Score -183110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44343 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 151666 members 
Mstep: Class 5 contains 49944 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120524 members 
Mstep: Class 8 contains 71012 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 13936 members 
Mstep: Class 14 contains 9641 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 17574 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751148.000000 Penalty: 36686.867188
Iteration 199Q: 18 clusters Score -6.475115e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44331 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 151634 members 
Mstep: Class 5 contains 50011 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120463 members 
Mstep: Class 8 contains 71021 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 9635 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 200F: 18 clusters Score -6.475109e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44324 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 151613 members 
Mstep: Class 5 contains 50065 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120394 members 
Mstep: Class 8 contains 71032 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8843 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17601 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751052.000000 Penalty: 36686.867188
Iteration 201Q: 18 clusters Score -6.475105e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44318 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 151584 members 
Mstep: Class 5 contains 50117 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120345 members 
Mstep: Class 8 contains 71039 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8850 members 
Mstep: Class 13 contains 13950 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751068.000000 Penalty: 36686.867188
Iteration 202Q: 18 clusters Score -6.475107e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44315 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151566 members 
Mstep: Class 5 contains 50169 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120286 members 
Mstep: Class 8 contains 71046 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17633 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751060.000000 Penalty: 36686.867188
Iteration 203Q: 18 clusters Score -6.475106e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44315 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 151533 members 
Mstep: Class 5 contains 50233 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120216 members 
Mstep: Class 8 contains 71058 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 13952 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17649 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751060.000000 Penalty: 36686.867188
Iteration 204Q: 18 clusters Score -6.475106e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44311 members 
Mstep: Class 3 contains 86330 members 
Mstep: Class 4 contains 151508 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120144 members 
Mstep: Class 8 contains 71061 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8869 members 
Mstep: Class 13 contains 13953 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 21 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751064.000000 Penalty: 36686.867188
Iteration 205Q: 18 clusters Score -6.475106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 86331 members 
Mstep: Class 4 contains 151492 members 
Mstep: Class 5 contains 50377 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 120062 members 
Mstep: Class 8 contains 71064 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 13956 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17690 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751060.000000 Penalty: 36686.867188
Iteration 206Q: 18 clusters Score -6.475106e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44303 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151474 members 
Mstep: Class 5 contains 50448 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119987 members 
Mstep: Class 8 contains 71068 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 207Q: 18 clusters Score -6.475107e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44295 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151458 members 
Mstep: Class 5 contains 50512 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119923 members 
Mstep: Class 8 contains 71070 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8898 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17707 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751024.000000 Penalty: 36686.867188
Iteration 208Q: 18 clusters Score -6.475102e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44287 members 
Mstep: Class 3 contains 86335 members 
Mstep: Class 4 contains 151442 members 
Mstep: Class 5 contains 50581 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119851 members 
Mstep: Class 8 contains 71075 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8907 members 
Mstep: Class 13 contains 13960 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17717 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751004.000000 Penalty: 36686.867188
Iteration 209Q: 18 clusters Score -6.4751e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44281 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151427 members 
Mstep: Class 5 contains 50652 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119775 members 
Mstep: Class 8 contains 71084 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 13964 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17720 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750996.000000 Penalty: 36686.867188
Iteration 210Q: 18 clusters Score -6.4751e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44279 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151406 members 
Mstep: Class 5 contains 50716 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119711 members 
Mstep: Class 8 contains 71092 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17723 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 211Q: 18 clusters Score -6.475105e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44285 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151381 members 
Mstep: Class 5 contains 50774 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119655 members 
Mstep: Class 8 contains 71097 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8931 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17727 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751076.000000 Penalty: 36686.867188
Iteration 212Q: 18 clusters Score -6.475108e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44284 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151358 members 
Mstep: Class 5 contains 50847 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119594 members 
Mstep: Class 8 contains 71100 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751132.000000 Penalty: 36686.867188
Iteration 213Q: 18 clusters Score -6.475113e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44279 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151353 members 
Mstep: Class 5 contains 50916 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119521 members 
Mstep: Class 8 contains 71104 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 13966 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751208.000000 Penalty: 36686.867188
Iteration 214Q: 18 clusters Score -6.475121e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44280 members 
Mstep: Class 3 contains 86339 members 
Mstep: Class 4 contains 151354 members 
Mstep: Class 5 contains 50975 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119434 members 
Mstep: Class 8 contains 71106 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8954 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17745 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751144.000000 Penalty: 36686.867188
Iteration 215Q: 18 clusters Score -6.475114e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44278 members 
Mstep: Class 3 contains 86340 members 
Mstep: Class 4 contains 151349 members 
Mstep: Class 5 contains 51024 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119370 members 
Mstep: Class 8 contains 71110 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8961 members 
Mstep: Class 13 contains 13968 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751156.000000 Penalty: 36686.867188
Iteration 216Q: 18 clusters Score -6.475116e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44277 members 
Mstep: Class 3 contains 86340 members 
Mstep: Class 4 contains 151331 members 
Mstep: Class 5 contains 51062 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119330 members 
Mstep: Class 8 contains 71112 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8967 members 
Mstep: Class 13 contains 13968 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17768 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751112.000000 Penalty: 36686.867188
Iteration 217Q: 18 clusters Score -6.475111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44273 members 
Mstep: Class 3 contains 86339 members 
Mstep: Class 4 contains 151330 members 
Mstep: Class 5 contains 51094 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119296 members 
Mstep: Class 8 contains 71110 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8970 members 
Mstep: Class 13 contains 13968 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 218Q: 18 clusters Score -6.47511e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44270 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151331 members 
Mstep: Class 5 contains 51128 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119258 members 
Mstep: Class 8 contains 71111 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8970 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17780 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751140.000000 Penalty: 36686.867188
Iteration 219Q: 18 clusters Score -6.475114e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44271 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151326 members 
Mstep: Class 5 contains 51153 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119222 members 
Mstep: Class 8 contains 71116 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 13968 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751176.000000 Penalty: 36686.867188
Iteration 220F: 18 clusters Score -6.475118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44271 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151341 members 
Mstep: Class 5 contains 51178 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119174 members 
Mstep: Class 8 contains 71118 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 21 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751156.000000 Penalty: 36686.867188
Iteration 221Q: 18 clusters Score -6.475116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44266 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151350 members 
Mstep: Class 5 contains 51201 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119141 members 
Mstep: Class 8 contains 71118 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751132.000000 Penalty: 36686.867188
Iteration 222Q: 18 clusters Score -6.475113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44257 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151351 members 
Mstep: Class 5 contains 51224 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119123 members 
Mstep: Class 8 contains 71120 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13971 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17797 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 223Q: 18 clusters Score -6.475112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44252 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151346 members 
Mstep: Class 5 contains 51245 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119112 members 
Mstep: Class 8 contains 71120 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17797 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 224Q: 18 clusters Score -6.475109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44248 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151349 members 
Mstep: Class 5 contains 51264 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119091 members 
Mstep: Class 8 contains 71120 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17799 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 225Q: 18 clusters Score -6.475109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151348 members 
Mstep: Class 5 contains 51280 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119070 members 
Mstep: Class 8 contains 71126 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17802 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 226Q: 18 clusters Score -6.475105e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44248 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151347 members 
Mstep: Class 5 contains 51299 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119044 members 
Mstep: Class 8 contains 71130 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13972 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17805 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 227Q: 18 clusters Score -6.475107e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151343 members 
Mstep: Class 5 contains 51321 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119021 members 
Mstep: Class 8 contains 71133 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17810 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 228Q: 18 clusters Score -6.475107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151345 members 
Mstep: Class 5 contains 51338 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 119000 members 
Mstep: Class 8 contains 71133 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17815 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751076.000000 Penalty: 36686.867188
Iteration 229Q: 18 clusters Score -6.475108e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151351 members 
Mstep: Class 5 contains 51358 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118974 members 
Mstep: Class 8 contains 71134 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 230Q: 18 clusters Score -6.475109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151352 members 
Mstep: Class 5 contains 51373 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118951 members 
Mstep: Class 8 contains 71139 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17821 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 231Q: 18 clusters Score -6.475105e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151349 members 
Mstep: Class 5 contains 51388 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118925 members 
Mstep: Class 8 contains 71143 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 232Q: 18 clusters Score -6.475109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44252 members 
Mstep: Class 3 contains 86335 members 
Mstep: Class 4 contains 151349 members 
Mstep: Class 5 contains 51405 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118895 members 
Mstep: Class 8 contains 71144 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17830 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 233Q: 18 clusters Score -6.475112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44257 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151351 members 
Mstep: Class 5 contains 51424 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118864 members 
Mstep: Class 8 contains 71145 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9624 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17834 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751124.000000 Penalty: 36686.867188
Iteration 234Q: 18 clusters Score -6.475112e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44257 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151361 members 
Mstep: Class 5 contains 51448 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118826 members 
Mstep: Class 8 contains 71143 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751140.000000 Penalty: 36686.867188
Iteration 235Q: 18 clusters Score -6.475114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44259 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151363 members 
Mstep: Class 5 contains 51469 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118795 members 
Mstep: Class 8 contains 71144 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9624 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751148.000000 Penalty: 36686.867188
Iteration 236Q: 18 clusters Score -6.475115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44262 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151369 members 
Mstep: Class 5 contains 51485 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118766 members 
Mstep: Class 8 contains 71148 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9621 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751112.000000 Penalty: 36686.867188
Iteration 237Q: 18 clusters Score -6.475111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 44260 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151374 members 
Mstep: Class 5 contains 51508 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118736 members 
Mstep: Class 8 contains 71152 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 21 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751148.000000 Penalty: 36686.867188
Iteration 238Q: 18 clusters Score -6.475115e+07 nChanged 72
Entering ConstructFrom: 
Score: -64751148.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -204420.937500 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -204420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202344.765625 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -202344.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -202798.750000 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -202798.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202942.421875 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -202942.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203034.578125 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -203034.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -203106.734375 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -203106.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -203182.515625 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -203182.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -203260.218750 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -203260.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -203325.718750 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -203325.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203393.000000 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -203393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203456.625000 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -203456.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -203523.593750 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -203523.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203603.609375 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -203603.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203656.453125 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -203656.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203705.734375 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -203705.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203746.406250 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -203746.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -203784.656250 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -203784.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -203808.625000 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -203808.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203822.828125 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -203822.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203832.156250 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -203832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203834.796875 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -203834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -203836.828125 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -203836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203838.078125 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -203838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203838.734375 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -203838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -203839.734375 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -203839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -203840.250000 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -203840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -203840.656250 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -203840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -203840.921875 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -203840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -203840.921875 Penalty: 2454.818115
	Iteration 27F: 3 clusters Score -203840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Entering Unmasked Estep 
Score: -5051813.500000 Penalty: 1738.394775
	Iteration 0F: 2 clusters Score -5051814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5022089.000000 Penalty: 3476.789551
	Iteration 0F: 3 clusters Score -5022089 nChanged 20747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5033546.000000 Penalty: 3476.789551
	Iteration 1F: 3 clusters Score -5033546 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5033939.500000 Penalty: 3476.789551
	Iteration 2Q: 3 clusters Score -5033940 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5034310.500000 Penalty: 3476.789551
	Iteration 3Q: 3 clusters Score -5034310 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5034745.000000 Penalty: 3476.789551
	Iteration 4Q: 3 clusters Score -5034745 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5035374.000000 Penalty: 3476.789551
	Iteration 5Q: 3 clusters Score -5035374 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5036271.500000 Penalty: 3476.789551
	Iteration 6Q: 3 clusters Score -5036272 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -5037567.500000 Penalty: 3476.789551
	Iteration 7F: 3 clusters Score -5037568 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5039525.000000 Penalty: 3476.789551
	Iteration 8F: 3 clusters Score -5039525 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5042140.500000 Penalty: 3476.789551
	Iteration 9F: 3 clusters Score -5042140 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5044500.500000 Penalty: 3476.789551
	Iteration 10F: 3 clusters Score -5044500 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5045927.500000 Penalty: 3476.789551
	Iteration 11Q: 3 clusters Score -5045928 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -5046781.000000 Penalty: 3476.789551
	Iteration 12Q: 3 clusters Score -5046781 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5047394.000000 Penalty: 3476.789551
	Iteration 13Q: 3 clusters Score -5047394 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5047866.500000 Penalty: 3476.789551
	Iteration 14Q: 3 clusters Score -5047866 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5048254.000000 Penalty: 3476.789551
	Iteration 15Q: 3 clusters Score -5048254 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -5048557.500000 Penalty: 3476.789551
	Iteration 16Q: 3 clusters Score -5048558 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5048805.000000 Penalty: 3476.789551
	Iteration 17Q: 3 clusters Score -5048805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5049045.500000 Penalty: 3476.789551
	Iteration 18Q: 3 clusters Score -5049046 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5049219.500000 Penalty: 3476.789551
	Iteration 19Q: 3 clusters Score -5049220 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5049361.500000 Penalty: 3476.789551
	Iteration 20F: 3 clusters Score -5049362 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5049511.500000 Penalty: 3476.789551
	Iteration 21Q: 3 clusters Score -5049512 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5049631.000000 Penalty: 3476.789551
	Iteration 22Q: 3 clusters Score -5049631 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5049740.500000 Penalty: 3476.789551
	Iteration 23Q: 3 clusters Score -5049740 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5049880.500000 Penalty: 3476.789551
	Iteration 24Q: 3 clusters Score -5049880 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5049981.000000 Penalty: 3476.789551
	Iteration 25Q: 3 clusters Score -5049981 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5050081.500000 Penalty: 3476.789551
	Iteration 26Q: 3 clusters Score -5050082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5050166.500000 Penalty: 3476.789551
	Iteration 27Q: 3 clusters Score -5050166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5050243.500000 Penalty: 3476.789551
	Iteration 28Q: 3 clusters Score -5050244 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5050305.000000 Penalty: 3476.789551
	Iteration 29Q: 3 clusters Score -5050305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5050350.000000 Penalty: 3476.789551
	Iteration 30Q: 3 clusters Score -5050350 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5050392.000000 Penalty: 3476.789551
	Iteration 31Q: 3 clusters Score -5050392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5050428.000000 Penalty: 3476.789551
	Iteration 32Q: 3 clusters Score -5050428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5050473.000000 Penalty: 3476.789551
	Iteration 33Q: 3 clusters Score -5050473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5050492.500000 Penalty: 3476.789551
	Iteration 34Q: 3 clusters Score -5050492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5050515.500000 Penalty: 3476.789551
	Iteration 35Q: 3 clusters Score -5050516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5050534.500000 Penalty: 3476.789551
	Iteration 36Q: 3 clusters Score -5050534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5050559.500000 Penalty: 3476.789551
	Iteration 37Q: 3 clusters Score -5050560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5050578.500000 Penalty: 3476.789551
	Iteration 38Q: 3 clusters Score -5050578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5050600.500000 Penalty: 3476.789551
	Iteration 39Q: 3 clusters Score -5050600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5050631.500000 Penalty: 3476.789551
	Iteration 40F: 3 clusters Score -5050632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5050648.500000 Penalty: 3476.789551
	Iteration 41Q: 3 clusters Score -5050648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5050663.500000 Penalty: 3476.789551
	Iteration 42Q: 3 clusters Score -5050664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5050671.000000 Penalty: 3476.789551
	Iteration 43Q: 3 clusters Score -5050671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5050688.500000 Penalty: 3476.789551
	Iteration 44Q: 3 clusters Score -5050688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5050706.000000 Penalty: 3476.789551
	Iteration 45Q: 3 clusters Score -5050706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5050704.000000 Penalty: 3476.789551
	Iteration 46Q: 3 clusters Score -5050704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5050706.000000 Penalty: 3476.789551
	Iteration 47Q: 3 clusters Score -5050706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5050708.000000 Penalty: 3476.789551
	Iteration 48Q: 3 clusters Score -5050708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5050725.000000 Penalty: 3476.789551
	Iteration 49Q: 3 clusters Score -5050725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5050732.500000 Penalty: 3476.789551
	Iteration 50Q: 3 clusters Score -5050732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5050735.000000 Penalty: 3476.789551
	Iteration 51Q: 3 clusters Score -5050735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5050744.500000 Penalty: 3476.789551
	Iteration 52Q: 3 clusters Score -5050744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5050739.000000 Penalty: 3476.789551
	Iteration 53Q: 3 clusters Score -5050739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5050749.000000 Penalty: 3476.789551
	Iteration 54Q: 3 clusters Score -5050749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5050753.500000 Penalty: 3476.789551
	Iteration 55Q: 3 clusters Score -5050754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5050756.000000 Penalty: 3476.789551
	Iteration 56Q: 3 clusters Score -5050756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5050763.000000 Penalty: 3476.789551
	Iteration 57Q: 3 clusters Score -5050763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5050769.000000 Penalty: 3476.789551
	Iteration 58Q: 3 clusters Score -5050769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5050778.500000 Penalty: 3476.789551
	Iteration 59Q: 3 clusters Score -5050778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5050778.500000 Penalty: 3476.789551
	Iteration 60F: 3 clusters Score -5050778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5050782.000000 Penalty: 3476.789551
	Iteration 61Q: 3 clusters Score -5050782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5050779.500000 Penalty: 3476.789551
	Iteration 62Q: 3 clusters Score -5050780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5050779.000000 Penalty: 3476.789551
	Iteration 63Q: 3 clusters Score -5050779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5050781.000000 Penalty: 3476.789551
	Iteration 64Q: 3 clusters Score -5050781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5050781.500000 Penalty: 3476.789551
	Iteration 65Q: 3 clusters Score -5050782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5050787.000000 Penalty: 3476.789551
	Iteration 66Q: 3 clusters Score -5050787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5050787.000000 Penalty: 3476.789551
	Iteration 67F: 3 clusters Score -5050787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Entering Unmasked Estep 
Score: -9654066.000000 Penalty: 1846.977173
	Iteration 0F: 2 clusters Score -9654066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -9596190.000000 Penalty: 3693.954346
	Iteration 0F: 3 clusters Score -9596190 nChanged 41168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -9620311.000000 Penalty: 3693.954346
	Iteration 1F: 3 clusters Score -9620311 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -9620826.000000 Penalty: 3693.954346
	Iteration 2Q: 3 clusters Score -9620826 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -9621686.000000 Penalty: 3693.954346
	Iteration 3Q: 3 clusters Score -9621686 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -9623371.000000 Penalty: 3693.954346
	Iteration 4Q: 3 clusters Score -9623371 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -9626296.000000 Penalty: 3693.954346
	Iteration 5F: 3 clusters Score -9626296 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -9631437.000000 Penalty: 3693.954346
	Iteration 6F: 3 clusters Score -9631437 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -9638629.000000 Penalty: 3693.954346
	Iteration 7F: 3 clusters Score -9638629 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -9645735.000000 Penalty: 3693.954346
	Iteration 8F: 3 clusters Score -9645735 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -9649887.000000 Penalty: 3693.954346
	Iteration 9Q: 3 clusters Score -9649887 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -9651586.000000 Penalty: 3693.954346
	Iteration 10Q: 3 clusters Score -9651586 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -9652127.000000 Penalty: 3693.954346
	Iteration 11Q: 3 clusters Score -9652127 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -9652377.000000 Penalty: 3693.954346
	Iteration 12Q: 3 clusters Score -9652377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -9652463.000000 Penalty: 3693.954346
	Iteration 13Q: 3 clusters Score -9652463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -9652486.000000 Penalty: 3693.954346
	Iteration 14Q: 3 clusters Score -9652486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -9652507.000000 Penalty: 3693.954346
	Iteration 15Q: 3 clusters Score -9652507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -9652519.000000 Penalty: 3693.954346
	Iteration 16Q: 3 clusters Score -9652519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -9652517.000000 Penalty: 3693.954346
	Iteration 17Q: 3 clusters Score -9652517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -9652531.000000 Penalty: 3693.954346
	Iteration 18Q: 3 clusters Score -9652531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -9652538.000000 Penalty: 3693.954346
	Iteration 19Q: 3 clusters Score -9652538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -9652541.000000 Penalty: 3693.954346
	Iteration 20F: 3 clusters Score -9652541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -9652543.000000 Penalty: 3693.954346
	Iteration 21Q: 3 clusters Score -9652543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -9652539.000000 Penalty: 3693.954346
	Iteration 22Q: 3 clusters Score -9652539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -9652539.000000 Penalty: 3693.954346
	Iteration 23F: 3 clusters Score -9652539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Entering Unmasked Estep 
Score: -17019352.000000 Penalty: 1938.227661
	Iteration 0F: 2 clusters Score -1.701935e+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 75544 members 
Entering Unmasked Estep 
Score: -16922428.000000 Penalty: 3876.455322
	Iteration 0F: 3 clusters Score -1.692243e+07 nChanged 73075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -16965748.000000 Penalty: 3876.455322
	Iteration 1F: 3 clusters Score -1.696575e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -16966846.000000 Penalty: 3876.455322
	Iteration 2Q: 3 clusters Score -1.696685e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -16968492.000000 Penalty: 3876.455322
	Iteration 3Q: 3 clusters Score -1.696849e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -16971492.000000 Penalty: 3876.455322
	Iteration 4Q: 3 clusters Score -1.697149e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -16976510.000000 Penalty: 3876.455322
	Iteration 5F: 3 clusters Score -1.697651e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -16983760.000000 Penalty: 3876.455322
	Iteration 6F: 3 clusters Score -1.698376e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -16991656.000000 Penalty: 3876.455322
	Iteration 7F: 3 clusters Score -1.699166e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -16997856.000000 Penalty: 3876.455322
	Iteration 8F: 3 clusters Score -1.699786e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -17001326.000000 Penalty: 3876.455322
	Iteration 9Q: 3 clusters Score -1.700133e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -17003000.000000 Penalty: 3876.455322
	Iteration 10Q: 3 clusters Score -1.7003e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -17004064.000000 Penalty: 3876.455322
	Iteration 11Q: 3 clusters Score -1.700406e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -17005058.000000 Penalty: 3876.455322
	Iteration 12Q: 3 clusters Score -1.700506e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -17006058.000000 Penalty: 3876.455322
	Iteration 13Q: 3 clusters Score -1.700606e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126841 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -17007106.000000 Penalty: 3876.455322
	Iteration 14Q: 3 clusters Score -1.700711e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -17008030.000000 Penalty: 3876.455322
	Iteration 15Q: 3 clusters Score -1.700803e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131476 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -17009122.000000 Penalty: 3876.455322
	Iteration 16Q: 3 clusters Score -1.700912e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -17010130.000000 Penalty: 3876.455322
	Iteration 17Q: 3 clusters Score -1.701013e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -17011136.000000 Penalty: 3876.455322
	Iteration 18Q: 3 clusters Score -1.701114e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -17012022.000000 Penalty: 3876.455322
	Iteration 19Q: 3 clusters Score -1.701202e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -17012872.000000 Penalty: 3876.455322
	Iteration 20F: 3 clusters Score -1.701287e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141237 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -17013642.000000 Penalty: 3876.455322
	Iteration 21Q: 3 clusters Score -1.701364e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -17014332.000000 Penalty: 3876.455322
	Iteration 22Q: 3 clusters Score -1.701433e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -17014932.000000 Penalty: 3876.455322
	Iteration 23Q: 3 clusters Score -1.701493e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -17015518.000000 Penalty: 3876.455322
	Iteration 24Q: 3 clusters Score -1.701552e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -17015982.000000 Penalty: 3876.455322
	Iteration 25Q: 3 clusters Score -1.701598e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146898 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17016368.000000 Penalty: 3876.455322
	Iteration 26Q: 3 clusters Score -1.701637e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17016570.000000 Penalty: 3876.455322
	Iteration 27Q: 3 clusters Score -1.701657e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -17016788.000000 Penalty: 3876.455322
	Iteration 28Q: 3 clusters Score -1.701679e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -17016978.000000 Penalty: 3876.455322
	Iteration 29Q: 3 clusters Score -1.701698e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -17017176.000000 Penalty: 3876.455322
	Iteration 30Q: 3 clusters Score -1.701718e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149181 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17017270.000000 Penalty: 3876.455322
	Iteration 31Q: 3 clusters Score -1.701727e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17017356.000000 Penalty: 3876.455322
	Iteration 32Q: 3 clusters Score -1.701736e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17017478.000000 Penalty: 3876.455322
	Iteration 33Q: 3 clusters Score -1.701748e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17017526.000000 Penalty: 3876.455322
	Iteration 34Q: 3 clusters Score -1.701753e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -17017578.000000 Penalty: 3876.455322
	Iteration 35Q: 3 clusters Score -1.701758e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149940 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17017592.000000 Penalty: 3876.455322
	Iteration 36Q: 3 clusters Score -1.701759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17017622.000000 Penalty: 3876.455322
	Iteration 37Q: 3 clusters Score -1.701762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150084 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17017666.000000 Penalty: 3876.455322
	Iteration 38Q: 3 clusters Score -1.701767e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -17017702.000000 Penalty: 3876.455322
	Iteration 39Q: 3 clusters Score -1.70177e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150201 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17017704.000000 Penalty: 3876.455322
	Iteration 40F: 3 clusters Score -1.70177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17017760.000000 Penalty: 3876.455322
	Iteration 41Q: 3 clusters Score -1.701776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17017772.000000 Penalty: 3876.455322
	Iteration 42Q: 3 clusters Score -1.701777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -17017780.000000 Penalty: 3876.455322
	Iteration 43Q: 3 clusters Score -1.701778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17017780.000000 Penalty: 3876.455322
	Iteration 44Q: 3 clusters Score -1.701778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17017788.000000 Penalty: 3876.455322
	Iteration 45Q: 3 clusters Score -1.701779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17017774.000000 Penalty: 3876.455322
	Iteration 46Q: 3 clusters Score -1.701777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150372 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17017768.000000 Penalty: 3876.455322
	Iteration 47Q: 3 clusters Score -1.701777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17017758.000000 Penalty: 3876.455322
	Iteration 48Q: 3 clusters Score -1.701776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -17017766.000000 Penalty: 3876.455322
	Iteration 49Q: 3 clusters Score -1.701777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17017760.000000 Penalty: 3876.455322
	Iteration 50Q: 3 clusters Score -1.701776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17017764.000000 Penalty: 3876.455322
	Iteration 51Q: 3 clusters Score -1.701776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17017762.000000 Penalty: 3876.455322
	Iteration 52Q: 3 clusters Score -1.701776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17017766.000000 Penalty: 3876.455322
	Iteration 53Q: 3 clusters Score -1.701777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -17017776.000000 Penalty: 3876.455322
	Iteration 54Q: 3 clusters Score -1.701778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17017786.000000 Penalty: 3876.455322
	Iteration 55Q: 3 clusters Score -1.701779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17017774.000000 Penalty: 3876.455322
	Iteration 56Q: 3 clusters Score -1.701777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17017790.000000 Penalty: 3876.455322
	Iteration 57Q: 3 clusters Score -1.701779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17017792.000000 Penalty: 3876.455322
	Iteration 58Q: 3 clusters Score -1.701779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17017794.000000 Penalty: 3876.455322
	Iteration 59Q: 3 clusters Score -1.701779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17017796.000000 Penalty: 3876.455322
	Iteration 60F: 3 clusters Score -1.70178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17017794.000000 Penalty: 3876.455322
	Iteration 61Q: 3 clusters Score -1.701779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17017794.000000 Penalty: 3876.455322
	Iteration 62F: 3 clusters Score -1.701779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Entering Unmasked Estep 
Score: -5861670.500000 Penalty: 1763.108765
	Iteration 0F: 2 clusters Score -5861670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5827138.500000 Penalty: 3526.217529
	Iteration 0F: 3 clusters Score -5827138 nChanged 24303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -5840746.000000 Penalty: 3526.217529
	Iteration 1F: 3 clusters Score -5840746 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5841221.000000 Penalty: 3526.217529
	Iteration 2Q: 3 clusters Score -5841221 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5841665.500000 Penalty: 3526.217529
	Iteration 3Q: 3 clusters Score -5841666 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -5842193.000000 Penalty: 3526.217529
	Iteration 4Q: 3 clusters Score -5842193 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5842781.500000 Penalty: 3526.217529
	Iteration 5Q: 3 clusters Score -5842782 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5843611.500000 Penalty: 3526.217529
	Iteration 6Q: 3 clusters Score -5843612 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5844726.500000 Penalty: 3526.217529
	Iteration 7Q: 3 clusters Score -5844726 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -5846307.000000 Penalty: 3526.217529
	Iteration 8F: 3 clusters Score -5846307 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5848288.000000 Penalty: 3526.217529
	Iteration 9F: 3 clusters Score -5848288 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5850405.000000 Penalty: 3526.217529
	Iteration 10F: 3 clusters Score -5850405 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -5851924.000000 Penalty: 3526.217529
	Iteration 11F: 3 clusters Score -5851924 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5852618.500000 Penalty: 3526.217529
	Iteration 12Q: 3 clusters Score -5852618 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5853054.500000 Penalty: 3526.217529
	Iteration 13Q: 3 clusters Score -5853054 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5853408.500000 Penalty: 3526.217529
	Iteration 14Q: 3 clusters Score -5853408 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5853664.000000 Penalty: 3526.217529
	Iteration 15Q: 3 clusters Score -5853664 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5853961.500000 Penalty: 3526.217529
	Iteration 16Q: 3 clusters Score -5853962 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -5854260.500000 Penalty: 3526.217529
	Iteration 17Q: 3 clusters Score -5854260 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5854506.000000 Penalty: 3526.217529
	Iteration 18Q: 3 clusters Score -5854506 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5854731.000000 Penalty: 3526.217529
	Iteration 19Q: 3 clusters Score -5854731 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5854990.000000 Penalty: 3526.217529
	Iteration 20F: 3 clusters Score -5854990 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -5855164.500000 Penalty: 3526.217529
	Iteration 21Q: 3 clusters Score -5855164 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5855338.500000 Penalty: 3526.217529
	Iteration 22Q: 3 clusters Score -5855338 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5855482.500000 Penalty: 3526.217529
	Iteration 23Q: 3 clusters Score -5855482 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -5855589.000000 Penalty: 3526.217529
	Iteration 24Q: 3 clusters Score -5855589 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -5855671.500000 Penalty: 3526.217529
	Iteration 25Q: 3 clusters Score -5855672 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5855797.000000 Penalty: 3526.217529
	Iteration 26Q: 3 clusters Score -5855797 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5855899.500000 Penalty: 3526.217529
	Iteration 27Q: 3 clusters Score -5855900 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5856013.000000 Penalty: 3526.217529
	Iteration 28Q: 3 clusters Score -5856013 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5856104 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5856217 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5856271 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5856325 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5856375 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5856397.500000 Penalty: 3526.217529
	Iteration 34Q: 3 clusters Score -5856398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5856468.000000 Penalty: 3526.217529
	Iteration 35Q: 3 clusters Score -5856468 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5856529 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -5856612.500000 Penalty: 3526.217529
	Iteration 37Q: 3 clusters Score -5856612 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5856665.000000 Penalty: 3526.217529
	Iteration 38Q: 3 clusters Score -5856665 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -5856714.000000 Penalty: 3526.217529
	Iteration 39Q: 3 clusters Score -5856714 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5856790.000000 Penalty: 3526.217529
	Iteration 40F: 3 clusters Score -5856790 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -5856845.500000 Penalty: 3526.217529
	Iteration 41Q: 3 clusters Score -5856846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5856927.000000 Penalty: 3526.217529
	Iteration 42Q: 3 clusters Score -5856927 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5856999.500000 Penalty: 3526.217529
	Iteration 43Q: 3 clusters Score -5857000 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5857078.500000 Penalty: 3526.217529
	Iteration 44Q: 3 clusters Score -5857078 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5857158.000000 Penalty: 3526.217529
	Iteration 45Q: 3 clusters Score -5857158 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5857255.000000 Penalty: 3526.217529
	Iteration 46Q: 3 clusters Score -5857255 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -5857394.500000 Penalty: 3526.217529
	Iteration 47Q: 3 clusters Score -5857394 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -5857547.500000 Penalty: 3526.217529
	Iteration 48Q: 3 clusters Score -5857548 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -5857683.000000 Penalty: 3526.217529
	Iteration 49Q: 3 clusters Score -5857683 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5857795.500000 Penalty: 3526.217529
	Iteration 50Q: 3 clusters Score -5857796 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5857957.500000 Penalty: 3526.217529
	Iteration 51Q: 3 clusters Score -5857958 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5858084.000000 Penalty: 3526.217529
	Iteration 52Q: 3 clusters Score -5858084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5858181.000000 Penalty: 3526.217529
	Iteration 53Q: 3 clusters Score -5858181 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -5858309.000000 Penalty: 3526.217529
	Iteration 54Q: 3 clusters Score -5858309 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5858430.000000 Penalty: 3526.217529
	Iteration 55Q: 3 clusters Score -5858430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5858547.500000 Penalty: 3526.217529
	Iteration 56Q: 3 clusters Score -5858548 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5858693.500000 Penalty: 3526.217529
	Iteration 57Q: 3 clusters Score -5858694 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5858828 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5858980 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5859091.500000 Penalty: 3526.217529
	Iteration 60F: 3 clusters Score -5859092 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5859204.500000 Penalty: 3526.217529
	Iteration 61Q: 3 clusters Score -5859204 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5859290.500000 Penalty: 3526.217529
	Iteration 62Q: 3 clusters Score -5859290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5859400.000000 Penalty: 3526.217529
	Iteration 63Q: 3 clusters Score -5859400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5859491.000000 Penalty: 3526.217529
	Iteration 64Q: 3 clusters Score -5859491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5859553.000000 Penalty: 3526.217529
	Iteration 65Q: 3 clusters Score -5859553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5859630.000000 Penalty: 3526.217529
	Iteration 66Q: 3 clusters Score -5859630 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5859687.000000 Penalty: 3526.217529
	Iteration 67Q: 3 clusters Score -5859687 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5859755.000000 Penalty: 3526.217529
	Iteration 68Q: 3 clusters Score -5859755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5859812.500000 Penalty: 3526.217529
	Iteration 69Q: 3 clusters Score -5859812 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5859870.500000 Penalty: 3526.217529
	Iteration 70Q: 3 clusters Score -5859870 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5859918.000000 Penalty: 3526.217529
	Iteration 71Q: 3 clusters Score -5859918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5859955.500000 Penalty: 3526.217529
	Iteration 72Q: 3 clusters Score -5859956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5859998.000000 Penalty: 3526.217529
	Iteration 73Q: 3 clusters Score -5859998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5860026.500000 Penalty: 3526.217529
	Iteration 74Q: 3 clusters Score -5860026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5860068.500000 Penalty: 3526.217529
	Iteration 75Q: 3 clusters Score -5860068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5860083.500000 Penalty: 3526.217529
	Iteration 76Q: 3 clusters Score -5860084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5860109.500000 Penalty: 3526.217529
	Iteration 77Q: 3 clusters Score -5860110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5860139.500000 Penalty: 3526.217529
	Iteration 78Q: 3 clusters Score -5860140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5860148.500000 Penalty: 3526.217529
	Iteration 79Q: 3 clusters Score -5860148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5860154.500000 Penalty: 3526.217529
	Iteration 80F: 3 clusters Score -5860154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5860160.000000 Penalty: 3526.217529
	Iteration 81Q: 3 clusters Score -5860160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5860158.500000 Penalty: 3526.217529
	Iteration 82Q: 3 clusters Score -5860158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5860166.500000 Penalty: 3526.217529
	Iteration 83Q: 3 clusters Score -5860166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5860177.000000 Penalty: 3526.217529
	Iteration 84Q: 3 clusters Score -5860177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5860177.000000 Penalty: 3526.217529
	Iteration 85Q: 3 clusters Score -5860177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5860174.000000 Penalty: 3526.217529
	Iteration 86Q: 3 clusters Score -5860174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5860173.000000 Penalty: 3526.217529
	Iteration 87Q: 3 clusters Score -5860173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5860174.000000 Penalty: 3526.217529
	Iteration 88Q: 3 clusters Score -5860174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5860176.500000 Penalty: 3526.217529
	Iteration 89Q: 3 clusters Score -5860176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5860181.500000 Penalty: 3526.217529
	Iteration 90Q: 3 clusters Score -5860182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5860180.000000 Penalty: 3526.217529
	Iteration 91Q: 3 clusters Score -5860180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5860185.000000 Penalty: 3526.217529
	Iteration 92Q: 3 clusters Score -5860185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5860189.000000 Penalty: 3526.217529
	Iteration 93Q: 3 clusters Score -5860189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5860193.000000 Penalty: 3526.217529
	Iteration 94Q: 3 clusters Score -5860193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5860193.500000 Penalty: 3526.217529
	Iteration 95Q: 3 clusters Score -5860194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5860201.500000 Penalty: 3526.217529
	Iteration 96Q: 3 clusters Score -5860202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5860207.000000 Penalty: 3526.217529
	Iteration 97Q: 3 clusters Score -5860207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5860213.000000 Penalty: 3526.217529
	Iteration 98Q: 3 clusters Score -5860213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5860216.500000 Penalty: 3526.217529
	Iteration 99Q: 3 clusters Score -5860216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5860215.500000 Penalty: 3526.217529
	Iteration 100F: 3 clusters Score -5860216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5860220.000000 Penalty: 3526.217529
	Iteration 101Q: 3 clusters Score -5860220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5860222.000000 Penalty: 3526.217529
	Iteration 102Q: 3 clusters Score -5860222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5860226.000000 Penalty: 3526.217529
	Iteration 103Q: 3 clusters Score -5860226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5860231.500000 Penalty: 3526.217529
	Iteration 104Q: 3 clusters Score -5860232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5860230.500000 Penalty: 3526.217529
	Iteration 105Q: 3 clusters Score -5860230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5860227.000000 Penalty: 3526.217529
	Iteration 106Q: 3 clusters Score -5860227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5860229.500000 Penalty: 3526.217529
	Iteration 107Q: 3 clusters Score -5860230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5860228.500000 Penalty: 3526.217529
	Iteration 108Q: 3 clusters Score -5860228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5860235.500000 Penalty: 3526.217529
	Iteration 109Q: 3 clusters Score -5860236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5860239.500000 Penalty: 3526.217529
	Iteration 110Q: 3 clusters Score -5860240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5860236.500000 Penalty: 3526.217529
	Iteration 111Q: 3 clusters Score -5860236 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5860236.500000 Penalty: 3526.217529
	Iteration 112F: 3 clusters Score -5860236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -115642.421875 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -115642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114153.289062 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -114153.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114452.226562 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -114452.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114540.945312 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -114540.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114593.757812 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -114593.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114627.523438 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -114627.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114648.640625 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -114648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114655.445312 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -114655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114657.859375 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -114657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114662.164062 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -114662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114668.156250 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -114668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114674.031250 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -114674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -114682.656250 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -114682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114694.179688 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -114694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -114702.070312 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -114702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114703.601562 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -114703.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114703.601562 Penalty: 2279.814697
	Iteration 15F: 3 clusters Score -114703.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Entering Unmasked Estep 
Score: -13388163.000000 Penalty: 1898.713135
	Iteration 0F: 2 clusters Score -1.338816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -13310235.000000 Penalty: 3797.426270
	Iteration 0F: 3 clusters Score -1.331024e+07 nChanged 57021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -13343899.000000 Penalty: 3797.426270
	Iteration 1F: 3 clusters Score -1.33439e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -13345464.000000 Penalty: 3797.426270
	Iteration 2Q: 3 clusters Score -1.334546e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -13347979.000000 Penalty: 3797.426270
	Iteration 3Q: 3 clusters Score -1.334798e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -13352756.000000 Penalty: 3797.426270
	Iteration 4F: 3 clusters Score -1.335276e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -13360810.000000 Penalty: 3797.426270
	Iteration 5F: 3 clusters Score -1.336081e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -13371027.000000 Penalty: 3797.426270
	Iteration 6F: 3 clusters Score -1.337103e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -13379281.000000 Penalty: 3797.426270
	Iteration 7F: 3 clusters Score -1.337928e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -13383735.000000 Penalty: 3797.426270
	Iteration 8Q: 3 clusters Score -1.338374e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -13385443.000000 Penalty: 3797.426270
	Iteration 9Q: 3 clusters Score -1.338544e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13386140.000000 Penalty: 3797.426270
	Iteration 10Q: 3 clusters Score -1.338614e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13386384.000000 Penalty: 3797.426270
	Iteration 11Q: 3 clusters Score -1.338638e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13386515.000000 Penalty: 3797.426270
	Iteration 12Q: 3 clusters Score -1.338652e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118198 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13386550.000000 Penalty: 3797.426270
	Iteration 13Q: 3 clusters Score -1.338655e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13386564.000000 Penalty: 3797.426270
	Iteration 14Q: 3 clusters Score -1.338656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13386591.000000 Penalty: 3797.426270
	Iteration 15Q: 3 clusters Score -1.338659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13386583.000000 Penalty: 3797.426270
	Iteration 16Q: 3 clusters Score -1.338658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118268 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13386585.000000 Penalty: 3797.426270
	Iteration 17Q: 3 clusters Score -1.338658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13386596.000000 Penalty: 3797.426270
	Iteration 18Q: 3 clusters Score -1.33866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13386600.000000 Penalty: 3797.426270
	Iteration 19Q: 3 clusters Score -1.33866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13386598.000000 Penalty: 3797.426270
	Iteration 20F: 3 clusters Score -1.33866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13386590.000000 Penalty: 3797.426270
	Iteration 21Q: 3 clusters Score -1.338659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13386590.000000 Penalty: 3797.426270
	Iteration 22Q: 3 clusters Score -1.338659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13386591.000000 Penalty: 3797.426270
	Iteration 23Q: 3 clusters Score -1.338659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13386601.000000 Penalty: 3797.426270
	Iteration 24Q: 3 clusters Score -1.33866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13386600.000000 Penalty: 3797.426270
	Iteration 25Q: 3 clusters Score -1.33866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13386593.000000 Penalty: 3797.426270
	Iteration 26Q: 3 clusters Score -1.338659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13386588.000000 Penalty: 3797.426270
	Iteration 27Q: 3 clusters Score -1.338659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13386586.000000 Penalty: 3797.426270
	Iteration 28Q: 3 clusters Score -1.338659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13386583.000000 Penalty: 3797.426270
	Iteration 29Q: 3 clusters Score -1.338658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13386589.000000 Penalty: 3797.426270
	Iteration 30Q: 3 clusters Score -1.338659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13386589.000000 Penalty: 3797.426270
	Iteration 31Q: 3 clusters Score -1.338659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13386588.000000 Penalty: 3797.426270
	Iteration 32Q: 3 clusters Score -1.338659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13386588.000000 Penalty: 3797.426270
	Iteration 33F: 3 clusters Score -1.338659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Entering Unmasked Estep 
Score: -8089848.000000 Penalty: 1815.550049
	Iteration 0F: 2 clusters Score -8089848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8042113.000000 Penalty: 3631.100098
	Iteration 0F: 3 clusters Score -8042113 nChanged 33863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -8061640.500000 Penalty: 3631.100098
	Iteration 1F: 3 clusters Score -8061640 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -8062486.000000 Penalty: 3631.100098
	Iteration 2Q: 3 clusters Score -8062486 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8063728.500000 Penalty: 3631.100098
	Iteration 3Q: 3 clusters Score -8063728 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -8065723.000000 Penalty: 3631.100098
	Iteration 4Q: 3 clusters Score -8065723 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -8068827.000000 Penalty: 3631.100098
	Iteration 5F: 3 clusters Score -8068827 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -8073132.000000 Penalty: 3631.100098
	Iteration 6F: 3 clusters Score -8073132 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -8078288.000000 Penalty: 3631.100098
	Iteration 7F: 3 clusters Score -8078288 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -8082827.000000 Penalty: 3631.100098
	Iteration 8F: 3 clusters Score -8082827 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -8085802.500000 Penalty: 3631.100098
	Iteration 9Q: 3 clusters Score -8085802 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -8087327.500000 Penalty: 3631.100098
	Iteration 10Q: 3 clusters Score -8087328 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -8088046.000000 Penalty: 3631.100098
	Iteration 11Q: 3 clusters Score -8088046 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -8088247.000000 Penalty: 3631.100098
	Iteration 12Q: 3 clusters Score -8088247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -8088335.500000 Penalty: 3631.100098
	Iteration 13Q: 3 clusters Score -8088336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -8088422.000000 Penalty: 3631.100098
	Iteration 14Q: 3 clusters Score -8088422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -8088466.000000 Penalty: 3631.100098
	Iteration 15Q: 3 clusters Score -8088466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -8088507.500000 Penalty: 3631.100098
	Iteration 16Q: 3 clusters Score -8088508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -8088525.500000 Penalty: 3631.100098
	Iteration 17Q: 3 clusters Score -8088526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -8088548.000000 Penalty: 3631.100098
	Iteration 18Q: 3 clusters Score -8088548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -8088550.500000 Penalty: 3631.100098
	Iteration 19Q: 3 clusters Score -8088550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -8088559.000000 Penalty: 3631.100098
	Iteration 20F: 3 clusters Score -8088559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -8088564.500000 Penalty: 3631.100098
	Iteration 21Q: 3 clusters Score -8088564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -8088564.000000 Penalty: 3631.100098
	Iteration 22Q: 3 clusters Score -8088564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -8088573.000000 Penalty: 3631.100098
	Iteration 23Q: 3 clusters Score -8088573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8088583.000000 Penalty: 3631.100098
	Iteration 24Q: 3 clusters Score -8088583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8088583.000000 Penalty: 3631.100098
	Iteration 25Q: 3 clusters Score -8088583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088585.000000 Penalty: 3631.100098
	Iteration 26Q: 3 clusters Score -8088585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -8088589.500000 Penalty: 3631.100098
	Iteration 27Q: 3 clusters Score -8088590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8088597.000000 Penalty: 3631.100098
	Iteration 28Q: 3 clusters Score -8088597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088598.500000 Penalty: 3631.100098
	Iteration 29Q: 3 clusters Score -8088598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088601.000000 Penalty: 3631.100098
	Iteration 30Q: 3 clusters Score -8088601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -8088598.000000 Penalty: 3631.100098
	Iteration 31Q: 3 clusters Score -8088598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -8088599.500000 Penalty: 3631.100098
	Iteration 32Q: 3 clusters Score -8088600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -8088602.500000 Penalty: 3631.100098
	Iteration 33Q: 3 clusters Score -8088602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088597.500000 Penalty: 3631.100098
	Iteration 34Q: 3 clusters Score -8088598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -8088602.500000 Penalty: 3631.100098
	Iteration 35Q: 3 clusters Score -8088602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088604.500000 Penalty: 3631.100098
	Iteration 36Q: 3 clusters Score -8088604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -8088604.500000 Penalty: 3631.100098
	Iteration 37F: 3 clusters Score -8088604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -476324.468750 Penalty: 1358.168945
	Iteration 0F: 2 clusters Score -476324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -472811.687500 Penalty: 2716.337891
	Iteration 0F: 3 clusters Score -472811.7 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -473702.437500 Penalty: 2716.337891
	Iteration 1F: 3 clusters Score -473702.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -473851.687500 Penalty: 2716.337891
	Iteration 2F: 3 clusters Score -473851.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -473968.625000 Penalty: 2716.337891
	Iteration 3F: 3 clusters Score -473968.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -474058.312500 Penalty: 2716.337891
	Iteration 4Q: 3 clusters Score -474058.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -474120.031250 Penalty: 2716.337891
	Iteration 5Q: 3 clusters Score -474120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -474161.718750 Penalty: 2716.337891
	Iteration 6Q: 3 clusters Score -474161.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -474200.218750 Penalty: 2716.337891
	Iteration 7Q: 3 clusters Score -474200.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -474248.687500 Penalty: 2716.337891
	Iteration 8Q: 3 clusters Score -474248.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -474283.687500 Penalty: 2716.337891
	Iteration 9Q: 3 clusters Score -474283.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -474323.406250 Penalty: 2716.337891
	Iteration 10Q: 3 clusters Score -474323.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -474353.500000 Penalty: 2716.337891
	Iteration 11Q: 3 clusters Score -474353.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -474380.718750 Penalty: 2716.337891
	Iteration 12Q: 3 clusters Score -474380.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -474423.343750 Penalty: 2716.337891
	Iteration 13Q: 3 clusters Score -474423.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -474472.468750 Penalty: 2716.337891
	Iteration 14Q: 3 clusters Score -474472.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -474515.062500 Penalty: 2716.337891
	Iteration 15Q: 3 clusters Score -474515.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -474545.593750 Penalty: 2716.337891
	Iteration 16Q: 3 clusters Score -474545.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -474571.500000 Penalty: 2716.337891
	Iteration 17Q: 3 clusters Score -474571.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -474590.031250 Penalty: 2716.337891
	Iteration 18Q: 3 clusters Score -474590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -474613.218750 Penalty: 2716.337891
	Iteration 19Q: 3 clusters Score -474613.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -474639.031250 Penalty: 2716.337891
	Iteration 20F: 3 clusters Score -474639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -474666.718750 Penalty: 2716.337891
	Iteration 21Q: 3 clusters Score -474666.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -474692.625000 Penalty: 2716.337891
	Iteration 22Q: 3 clusters Score -474692.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -474718.000000 Penalty: 2716.337891
	Iteration 23Q: 3 clusters Score -474718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -474734.656250 Penalty: 2716.337891
	Iteration 24Q: 3 clusters Score -474734.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -474749.312500 Penalty: 2716.337891
	Iteration 25Q: 3 clusters Score -474749.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -474766.937500 Penalty: 2716.337891
	Iteration 26Q: 3 clusters Score -474766.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -474780.125000 Penalty: 2716.337891
	Iteration 27Q: 3 clusters Score -474780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -474788.187500 Penalty: 2716.337891
	Iteration 28Q: 3 clusters Score -474788.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -474797.687500 Penalty: 2716.337891
	Iteration 29Q: 3 clusters Score -474797.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -474808.500000 Penalty: 2716.337891
	Iteration 30Q: 3 clusters Score -474808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -474817.343750 Penalty: 2716.337891
	Iteration 31Q: 3 clusters Score -474817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -474828.218750 Penalty: 2716.337891
	Iteration 32Q: 3 clusters Score -474828.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -474839.281250 Penalty: 2716.337891
	Iteration 33Q: 3 clusters Score -474839.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -474851.000000 Penalty: 2716.337891
	Iteration 34Q: 3 clusters Score -474851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -474864.375000 Penalty: 2716.337891
	Iteration 35Q: 3 clusters Score -474864.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -474877.531250 Penalty: 2716.337891
	Iteration 36Q: 3 clusters Score -474877.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -474889.937500 Penalty: 2716.337891
	Iteration 37Q: 3 clusters Score -474889.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -474903.937500 Penalty: 2716.337891
	Iteration 38Q: 3 clusters Score -474903.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -474920.250000 Penalty: 2716.337891
	Iteration 39Q: 3 clusters Score -474920.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -474936.281250 Penalty: 2716.337891
	Iteration 40F: 3 clusters Score -474936.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -474956.718750 Penalty: 2716.337891
	Iteration 41Q: 3 clusters Score -474956.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -474975.187500 Penalty: 2716.337891
	Iteration 42Q: 3 clusters Score -474975.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -474990.093750 Penalty: 2716.337891
	Iteration 43Q: 3 clusters Score -474990.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -474998.343750 Penalty: 2716.337891
	Iteration 44Q: 3 clusters Score -474998.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -475004.375000 Penalty: 2716.337891
	Iteration 45Q: 3 clusters Score -475004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -475007.437500 Penalty: 2716.337891
	Iteration 46Q: 3 clusters Score -475007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -475011.187500 Penalty: 2716.337891
	Iteration 47Q: 3 clusters Score -475011.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -475012.468750 Penalty: 2716.337891
	Iteration 48Q: 3 clusters Score -475012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -475014.187500 Penalty: 2716.337891
	Iteration 49Q: 3 clusters Score -475014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -475017.062500 Penalty: 2716.337891
	Iteration 50Q: 3 clusters Score -475017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -475017.593750 Penalty: 2716.337891
	Iteration 51Q: 3 clusters Score -475017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475018.937500 Penalty: 2716.337891
	Iteration 52Q: 3 clusters Score -475018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -475019.093750 Penalty: 2716.337891
	Iteration 53Q: 3 clusters Score -475019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -475019.093750 Penalty: 2716.337891
	Iteration 54Q: 3 clusters Score -475019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -475019.093750 Penalty: 2716.337891
	Iteration 55F: 3 clusters Score -475019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -154155.046875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -154155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152436.625000 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -152436.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152728.500000 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -152728.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152809.234375 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -152809.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152842.640625 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -152842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152867.484375 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -152867.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152886.750000 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -152886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152902.843750 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -152902.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152916.921875 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -152916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152929.578125 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -152929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152937.421875 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -152937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152942.890625 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -152942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152949.546875 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -152949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152955.218750 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -152955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152962.984375 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -152963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152969.640625 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -152969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152973.546875 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -152973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152976.734375 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -152976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -152978.531250 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -152978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -152979.359375 Penalty: 2365.105469
	Iteration 18Q: 3 clusters Score -152979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152979.828125 Penalty: 2365.105469
	Iteration 19Q: 3 clusters Score -152979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152981.515625 Penalty: 2365.105469
	Iteration 20F: 3 clusters Score -152981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152981.828125 Penalty: 2365.105469
	Iteration 21Q: 3 clusters Score -152981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152981.781250 Penalty: 2365.105469
	Iteration 22Q: 3 clusters Score -152981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152981.781250 Penalty: 2365.105469
	Iteration 23F: 3 clusters Score -152981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11566.863281 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10950.558594 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -10950.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11020.669922 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11020.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11033.187500 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11033.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11034.430664 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11034.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11034.430664 Penalty: 1617.438477
	Iteration 4F: 3 clusters Score -11034.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -1026960.187500 Penalty: 1479.071045
	Iteration 0F: 2 clusters Score -1026960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1020434.812500 Penalty: 2958.142090
	Iteration 0F: 3 clusters Score -1020435 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1022464.687500 Penalty: 2958.142090
	Iteration 1F: 3 clusters Score -1022465 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1022743.250000 Penalty: 2958.142090
	Iteration 2F: 3 clusters Score -1022743 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1023010.187500 Penalty: 2958.142090
	Iteration 3F: 3 clusters Score -1023010 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1023314.000000 Penalty: 2958.142090
	Iteration 4F: 3 clusters Score -1023314 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1023678.187500 Penalty: 2958.142090
	Iteration 5F: 3 clusters Score -1023678 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1024115.375000 Penalty: 2958.142090
	Iteration 6F: 3 clusters Score -1024115 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1024575.562500 Penalty: 2958.142090
	Iteration 7F: 3 clusters Score -1024576 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1024972.750000 Penalty: 2958.142090
	Iteration 8Q: 3 clusters Score -1024973 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1025295.687500 Penalty: 2958.142090
	Iteration 9Q: 3 clusters Score -1025296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1025496.312500 Penalty: 2958.142090
	Iteration 10Q: 3 clusters Score -1025496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1025605.250000 Penalty: 2958.142090
	Iteration 11Q: 3 clusters Score -1025605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1025671.500000 Penalty: 2958.142090
	Iteration 12Q: 3 clusters Score -1025672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1025701.312500 Penalty: 2958.142090
	Iteration 13Q: 3 clusters Score -1025701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1025719.812500 Penalty: 2958.142090
	Iteration 14Q: 3 clusters Score -1025720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1025729.875000 Penalty: 2958.142090
	Iteration 15Q: 3 clusters Score -1025730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1025747.000000 Penalty: 2958.142090
	Iteration 16Q: 3 clusters Score -1025747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1025758.437500 Penalty: 2958.142090
	Iteration 17Q: 3 clusters Score -1025758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1025771.687500 Penalty: 2958.142090
	Iteration 18Q: 3 clusters Score -1025772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1025783.125000 Penalty: 2958.142090
	Iteration 19Q: 3 clusters Score -1025783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1025796.687500 Penalty: 2958.142090
	Iteration 20F: 3 clusters Score -1025797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1025804.312500 Penalty: 2958.142090
	Iteration 21Q: 3 clusters Score -1025804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1025811.125000 Penalty: 2958.142090
	Iteration 22Q: 3 clusters Score -1025811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1025813.000000 Penalty: 2958.142090
	Iteration 23Q: 3 clusters Score -1025813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1025814.812500 Penalty: 2958.142090
	Iteration 24Q: 3 clusters Score -1025815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1025815.375000 Penalty: 2958.142090
	Iteration 25Q: 3 clusters Score -1025815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1025815.375000 Penalty: 2958.142090
	Iteration 26F: 3 clusters Score -1025815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Entering Unmasked Estep 
Score: -1522831.750000 Penalty: 1551.066528
	Iteration 0F: 2 clusters Score -1522832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1513221.250000 Penalty: 3102.133057
	Iteration 0F: 3 clusters Score -1513221 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1516505.875000 Penalty: 3102.133057
	Iteration 1F: 3 clusters Score -1516506 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1516769.000000 Penalty: 3102.133057
	Iteration 2F: 3 clusters Score -1516769 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1517006.625000 Penalty: 3102.133057
	Iteration 3Q: 3 clusters Score -1517007 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1517287.125000 Penalty: 3102.133057
	Iteration 4Q: 3 clusters Score -1517287 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1517672.500000 Penalty: 3102.133057
	Iteration 5F: 3 clusters Score -1517672 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1518153.625000 Penalty: 3102.133057
	Iteration 6F: 3 clusters Score -1518154 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1518751.250000 Penalty: 3102.133057
	Iteration 7F: 3 clusters Score -1518751 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1519384.875000 Penalty: 3102.133057
	Iteration 8F: 3 clusters Score -1519385 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1520021.125000 Penalty: 3102.133057
	Iteration 9F: 3 clusters Score -1520021 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1520588.000000 Penalty: 3102.133057
	Iteration 10Q: 3 clusters Score -1520588 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1521120.875000 Penalty: 3102.133057
	Iteration 11Q: 3 clusters Score -1521121 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1521521.750000 Penalty: 3102.133057
	Iteration 12Q: 3 clusters Score -1521522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1521638.125000 Penalty: 3102.133057
	Iteration 13Q: 3 clusters Score -1521638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1521672.125000 Penalty: 3102.133057
	Iteration 14Q: 3 clusters Score -1521672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1521686.625000 Penalty: 3102.133057
	Iteration 15Q: 3 clusters Score -1521687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1521696.375000 Penalty: 3102.133057
	Iteration 16Q: 3 clusters Score -1521696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1521698.375000 Penalty: 3102.133057
	Iteration 17Q: 3 clusters Score -1521698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1521701.250000 Penalty: 3102.133057
	Iteration 18Q: 3 clusters Score -1521701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1521708.125000 Penalty: 3102.133057
	Iteration 19Q: 3 clusters Score -1521708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1521707.750000 Penalty: 3102.133057
	Iteration 20F: 3 clusters Score -1521708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1521715.375000 Penalty: 3102.133057
	Iteration 21Q: 3 clusters Score -1521715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1521711.500000 Penalty: 3102.133057
	Iteration 22Q: 3 clusters Score -1521712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1521713.625000 Penalty: 3102.133057
	Iteration 23Q: 3 clusters Score -1521714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1521714.000000 Penalty: 3102.133057
	Iteration 24Q: 3 clusters Score -1521714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1521716.375000 Penalty: 3102.133057
	Iteration 25Q: 3 clusters Score -1521716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1521718.500000 Penalty: 3102.133057
	Iteration 26Q: 3 clusters Score -1521718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1521718.875000 Penalty: 3102.133057
	Iteration 27Q: 3 clusters Score -1521719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1521720.125000 Penalty: 3102.133057
	Iteration 28Q: 3 clusters Score -1521720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1521721.000000 Penalty: 3102.133057
	Iteration 29Q: 3 clusters Score -1521721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1521721.000000 Penalty: 3102.133057
	Iteration 30F: 3 clusters Score -1521721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1077346.125000 Penalty: 1490.368042
	Iteration 0F: 2 clusters Score -1077346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1070391.000000 Penalty: 2980.736084
	Iteration 0F: 3 clusters Score -1070391 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1072510.500000 Penalty: 2980.736084
	Iteration 1F: 3 clusters Score -1072510 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1072721.750000 Penalty: 2980.736084
	Iteration 2F: 3 clusters Score -1072722 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1072870.750000 Penalty: 2980.736084
	Iteration 3Q: 3 clusters Score -1072871 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1072985.625000 Penalty: 2980.736084
	Iteration 4Q: 3 clusters Score -1072986 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1073094.375000 Penalty: 2980.736084
	Iteration 5Q: 3 clusters Score -1073094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1073186.625000 Penalty: 2980.736084
	Iteration 6Q: 3 clusters Score -1073187 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1073264.625000 Penalty: 2980.736084
	Iteration 7Q: 3 clusters Score -1073265 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1073330.875000 Penalty: 2980.736084
	Iteration 8Q: 3 clusters Score -1073331 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1073397.500000 Penalty: 2980.736084
	Iteration 9Q: 3 clusters Score -1073398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1073466.875000 Penalty: 2980.736084
	Iteration 10Q: 3 clusters Score -1073467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1073546.375000 Penalty: 2980.736084
	Iteration 11Q: 3 clusters Score -1073546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1073611.000000 Penalty: 2980.736084
	Iteration 12Q: 3 clusters Score -1073611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1073690.000000 Penalty: 2980.736084
	Iteration 13Q: 3 clusters Score -1073690 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1073798.875000 Penalty: 2980.736084
	Iteration 14Q: 3 clusters Score -1073799 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1073960.500000 Penalty: 2980.736084
	Iteration 15Q: 3 clusters Score -1073960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1074141.250000 Penalty: 2980.736084
	Iteration 16Q: 3 clusters Score -1074141 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1074318.500000 Penalty: 2980.736084
	Iteration 17Q: 3 clusters Score -1074318 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1074443.375000 Penalty: 2980.736084
	Iteration 18Q: 3 clusters Score -1074443 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1074519.875000 Penalty: 2980.736084
	Iteration 19Q: 3 clusters Score -1074520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1074586.500000 Penalty: 2980.736084
	Iteration 20F: 3 clusters Score -1074586 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1074633.375000 Penalty: 2980.736084
	Iteration 21Q: 3 clusters Score -1074633 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1074668.125000 Penalty: 2980.736084
	Iteration 22Q: 3 clusters Score -1074668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1074698.750000 Penalty: 2980.736084
	Iteration 23Q: 3 clusters Score -1074699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1074736.000000 Penalty: 2980.736084
	Iteration 24Q: 3 clusters Score -1074736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1074765.375000 Penalty: 2980.736084
	Iteration 25Q: 3 clusters Score -1074765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1074810.250000 Penalty: 2980.736084
	Iteration 26Q: 3 clusters Score -1074810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1074866.000000 Penalty: 2980.736084
	Iteration 27Q: 3 clusters Score -1074866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1074934.625000 Penalty: 2980.736084
	Iteration 28Q: 3 clusters Score -1074935 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1074983.875000 Penalty: 2980.736084
	Iteration 29Q: 3 clusters Score -1074984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1075021.500000 Penalty: 2980.736084
	Iteration 30Q: 3 clusters Score -1075022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1075048.250000 Penalty: 2980.736084
	Iteration 31Q: 3 clusters Score -1075048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1075070.625000 Penalty: 2980.736084
	Iteration 32Q: 3 clusters Score -1075071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1075093.250000 Penalty: 2980.736084
	Iteration 33Q: 3 clusters Score -1075093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1075120.500000 Penalty: 2980.736084
	Iteration 34Q: 3 clusters Score -1075120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1075147.500000 Penalty: 2980.736084
	Iteration 35Q: 3 clusters Score -1075148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1075172.000000 Penalty: 2980.736084
	Iteration 36Q: 3 clusters Score -1075172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1075203.375000 Penalty: 2980.736084
	Iteration 37Q: 3 clusters Score -1075203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1075233.625000 Penalty: 2980.736084
	Iteration 38Q: 3 clusters Score -1075234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1075259.000000 Penalty: 2980.736084
	Iteration 39Q: 3 clusters Score -1075259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1075276.125000 Penalty: 2980.736084
	Iteration 40F: 3 clusters Score -1075276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1075304.500000 Penalty: 2980.736084
	Iteration 41Q: 3 clusters Score -1075304 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1075336.500000 Penalty: 2980.736084
	Iteration 42Q: 3 clusters Score -1075336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1075366.250000 Penalty: 2980.736084
	Iteration 43Q: 3 clusters Score -1075366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1075393.000000 Penalty: 2980.736084
	Iteration 44Q: 3 clusters Score -1075393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1075417.375000 Penalty: 2980.736084
	Iteration 45Q: 3 clusters Score -1075417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1075439.125000 Penalty: 2980.736084
	Iteration 46Q: 3 clusters Score -1075439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1075465.125000 Penalty: 2980.736084
	Iteration 47Q: 3 clusters Score -1075465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1075484.750000 Penalty: 2980.736084
	Iteration 48Q: 3 clusters Score -1075485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1075509.250000 Penalty: 2980.736084
	Iteration 49Q: 3 clusters Score -1075509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1075535.250000 Penalty: 2980.736084
	Iteration 50Q: 3 clusters Score -1075535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1075565.250000 Penalty: 2980.736084
	Iteration 51Q: 3 clusters Score -1075565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1075585.500000 Penalty: 2980.736084
	Iteration 52Q: 3 clusters Score -1075586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1075608.375000 Penalty: 2980.736084
	Iteration 53Q: 3 clusters Score -1075608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1075630.375000 Penalty: 2980.736084
	Iteration 54Q: 3 clusters Score -1075630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1075656.250000 Penalty: 2980.736084
	Iteration 55Q: 3 clusters Score -1075656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1075686.000000 Penalty: 2980.736084
	Iteration 56Q: 3 clusters Score -1075686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1075715.750000 Penalty: 2980.736084
	Iteration 57Q: 3 clusters Score -1075716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1075751.875000 Penalty: 2980.736084
	Iteration 58Q: 3 clusters Score -1075752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1075777.000000 Penalty: 2980.736084
	Iteration 59Q: 3 clusters Score -1075777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1075799.250000 Penalty: 2980.736084
	Iteration 60F: 3 clusters Score -1075799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1075825.875000 Penalty: 2980.736084
	Iteration 61Q: 3 clusters Score -1075826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1075851.125000 Penalty: 2980.736084
	Iteration 62Q: 3 clusters Score -1075851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1075868.250000 Penalty: 2980.736084
	Iteration 63Q: 3 clusters Score -1075868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1075890.000000 Penalty: 2980.736084
	Iteration 64Q: 3 clusters Score -1075890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1075899.250000 Penalty: 2980.736084
	Iteration 65Q: 3 clusters Score -1075899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1075906.875000 Penalty: 2980.736084
	Iteration 66Q: 3 clusters Score -1075907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1075912.625000 Penalty: 2980.736084
	Iteration 67Q: 3 clusters Score -1075913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1075919.750000 Penalty: 2980.736084
	Iteration 68Q: 3 clusters Score -1075920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1075921.125000 Penalty: 2980.736084
	Iteration 69Q: 3 clusters Score -1075921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1075925.250000 Penalty: 2980.736084
	Iteration 70Q: 3 clusters Score -1075925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1075929.875000 Penalty: 2980.736084
	Iteration 71Q: 3 clusters Score -1075930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1075932.375000 Penalty: 2980.736084
	Iteration 72Q: 3 clusters Score -1075932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1075935.375000 Penalty: 2980.736084
	Iteration 73Q: 3 clusters Score -1075935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1075941.125000 Penalty: 2980.736084
	Iteration 74Q: 3 clusters Score -1075941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1075943.250000 Penalty: 2980.736084
	Iteration 75Q: 3 clusters Score -1075943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1075945.875000 Penalty: 2980.736084
	Iteration 76Q: 3 clusters Score -1075946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1075953.625000 Penalty: 2980.736084
	Iteration 77Q: 3 clusters Score -1075954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1075956.750000 Penalty: 2980.736084
	Iteration 78Q: 3 clusters Score -1075957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1075960.500000 Penalty: 2980.736084
	Iteration 79Q: 3 clusters Score -1075960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1075962.875000 Penalty: 2980.736084
	Iteration 80F: 3 clusters Score -1075963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1075965.750000 Penalty: 2980.736084
	Iteration 81Q: 3 clusters Score -1075966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1075969.250000 Penalty: 2980.736084
	Iteration 82Q: 3 clusters Score -1075969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1075969.250000 Penalty: 2980.736084
	Iteration 83F: 3 clusters Score -1075969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -128859.781250 Penalty: 1149.130615
	Iteration 0F: 2 clusters Score -128859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127281.265625 Penalty: 2298.261230
	Iteration 0F: 3 clusters Score -127281.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127533.257812 Penalty: 2298.261230
	Iteration 1F: 3 clusters Score -127533.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127591.093750 Penalty: 2298.261230
	Iteration 2F: 3 clusters Score -127591.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127618.281250 Penalty: 2298.261230
	Iteration 3Q: 3 clusters Score -127618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127642.148438 Penalty: 2298.261230
	Iteration 4Q: 3 clusters Score -127642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127661.765625 Penalty: 2298.261230
	Iteration 5Q: 3 clusters Score -127661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127678.867188 Penalty: 2298.261230
	Iteration 6Q: 3 clusters Score -127678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127692.156250 Penalty: 2298.261230
	Iteration 7Q: 3 clusters Score -127692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127701.578125 Penalty: 2298.261230
	Iteration 8Q: 3 clusters Score -127701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127711.742188 Penalty: 2298.261230
	Iteration 9Q: 3 clusters Score -127711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127717.382812 Penalty: 2298.261230
	Iteration 10Q: 3 clusters Score -127717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127723.429688 Penalty: 2298.261230
	Iteration 11Q: 3 clusters Score -127723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127728.375000 Penalty: 2298.261230
	Iteration 12Q: 3 clusters Score -127728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127730.804688 Penalty: 2298.261230
	Iteration 13Q: 3 clusters Score -127730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127736.570312 Penalty: 2298.261230
	Iteration 14Q: 3 clusters Score -127736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127742.023438 Penalty: 2298.261230
	Iteration 15Q: 3 clusters Score -127742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127744.468750 Penalty: 2298.261230
	Iteration 16Q: 3 clusters Score -127744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127744.828125 Penalty: 2298.261230
	Iteration 17Q: 3 clusters Score -127744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127744.828125 Penalty: 2298.261230
	Iteration 18F: 3 clusters Score -127744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Entering Unmasked Estep 
Score: -2000999.250000 Penalty: 1590.872192
	Iteration 0F: 2 clusters Score -2000999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1988772.750000 Penalty: 3181.744385
	Iteration 0F: 3 clusters Score -1988773 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1993184.500000 Penalty: 3181.744385
	Iteration 1F: 3 clusters Score -1993184 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1993471.750000 Penalty: 3181.744385
	Iteration 2Q: 3 clusters Score -1993472 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1993690.000000 Penalty: 3181.744385
	Iteration 3Q: 3 clusters Score -1993690 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1993890.625000 Penalty: 3181.744385
	Iteration 4Q: 3 clusters Score -1993891 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1994042.125000 Penalty: 3181.744385
	Iteration 5Q: 3 clusters Score -1994042 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1994210.000000 Penalty: 3181.744385
	Iteration 6Q: 3 clusters Score -1994210 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1994427.875000 Penalty: 3181.744385
	Iteration 7Q: 3 clusters Score -1994428 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1994712.375000 Penalty: 3181.744385
	Iteration 8Q: 3 clusters Score -1994712 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1995120.250000 Penalty: 3181.744385
	Iteration 9Q: 3 clusters Score -1995120 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1995712.875000 Penalty: 3181.744385
	Iteration 10F: 3 clusters Score -1995713 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1996507.625000 Penalty: 3181.744385
	Iteration 11F: 3 clusters Score -1996508 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1997459.750000 Penalty: 3181.744385
	Iteration 12F: 3 clusters Score -1997460 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1998376.875000 Penalty: 3181.744385
	Iteration 13F: 3 clusters Score -1998377 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1999039.875000 Penalty: 3181.744385
	Iteration 14Q: 3 clusters Score -1999040 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1999365.250000 Penalty: 3181.744385
	Iteration 15Q: 3 clusters Score -1999365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1999474.125000 Penalty: 3181.744385
	Iteration 16Q: 3 clusters Score -1999474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1999530.000000 Penalty: 3181.744385
	Iteration 17Q: 3 clusters Score -1999530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1999554.125000 Penalty: 3181.744385
	Iteration 18Q: 3 clusters Score -1999554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1999571.375000 Penalty: 3181.744385
	Iteration 19Q: 3 clusters Score -1999571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1999580.375000 Penalty: 3181.744385
	Iteration 20F: 3 clusters Score -1999580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1999586.125000 Penalty: 3181.744385
	Iteration 21Q: 3 clusters Score -1999586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1999589.375000 Penalty: 3181.744385
	Iteration 22Q: 3 clusters Score -1999589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1999591.250000 Penalty: 3181.744385
	Iteration 23Q: 3 clusters Score -1999591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1999591.250000 Penalty: 3181.744385
	Iteration 24F: 3 clusters Score -1999591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -184503.812500 Penalty: 1208.928467
	Iteration 0F: 2 clusters Score -184503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -182594.546875 Penalty: 2417.856934
	Iteration 0F: 3 clusters Score -182594.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -183006.609375 Penalty: 2417.856934
	Iteration 1F: 3 clusters Score -183006.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -183110.406250 Penalty: 2417.856934
	Iteration 2F: 3 clusters Score -183110.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -183164.375000 Penalty: 2417.856934
	Iteration 3Q: 3 clusters Score -183164.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -183210.812500 Penalty: 2417.856934
	Iteration 4Q: 3 clusters Score -183210.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -183236.609375 Penalty: 2417.856934
	Iteration 5Q: 3 clusters Score -183236.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183258.125000 Penalty: 2417.856934
	Iteration 6Q: 3 clusters Score -183258.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -183269.437500 Penalty: 2417.856934
	Iteration 7Q: 3 clusters Score -183269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -183289.000000 Penalty: 2417.856934
	Iteration 8Q: 3 clusters Score -183289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183313.953125 Penalty: 2417.856934
	Iteration 9Q: 3 clusters Score -183314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183328.734375 Penalty: 2417.856934
	Iteration 10Q: 3 clusters Score -183328.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183340.937500 Penalty: 2417.856934
	Iteration 11Q: 3 clusters Score -183340.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183357.531250 Penalty: 2417.856934
	Iteration 12Q: 3 clusters Score -183357.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -183365.953125 Penalty: 2417.856934
	Iteration 13Q: 3 clusters Score -183366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183373.390625 Penalty: 2417.856934
	Iteration 14Q: 3 clusters Score -183373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183378.359375 Penalty: 2417.856934
	Iteration 15Q: 3 clusters Score -183378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183381.250000 Penalty: 2417.856934
	Iteration 16Q: 3 clusters Score -183381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183385.062500 Penalty: 2417.856934
	Iteration 17Q: 3 clusters Score -183385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183388.828125 Penalty: 2417.856934
	Iteration 18Q: 3 clusters Score -183388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183392.734375 Penalty: 2417.856934
	Iteration 19Q: 3 clusters Score -183392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183395.500000 Penalty: 2417.856934
	Iteration 20F: 3 clusters Score -183395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183397.031250 Penalty: 2417.856934
	Iteration 21Q: 3 clusters Score -183397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183397.625000 Penalty: 2417.856934
	Iteration 22Q: 3 clusters Score -183397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183397.625000 Penalty: 2417.856934
	Iteration 23F: 3 clusters Score -183397.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44259 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151381 members 
Mstep: Class 5 contains 51529 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118704 members 
Mstep: Class 8 contains 71155 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 13975 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17854 members 
Mstep: Class 21 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 239Q: 18 clusters Score -6.47511e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44255 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151388 members 
Mstep: Class 5 contains 51552 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118674 members 
Mstep: Class 8 contains 71157 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751144.000000 Penalty: 36686.867188
Iteration 240F: 18 clusters Score -6.475114e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44253 members 
Mstep: Class 3 contains 86336 members 
Mstep: Class 4 contains 151393 members 
Mstep: Class 5 contains 51567 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118651 members 
Mstep: Class 8 contains 71160 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 17854 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 241Q: 18 clusters Score -6.47511e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44253 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151403 members 
Mstep: Class 5 contains 51580 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118617 members 
Mstep: Class 8 contains 71162 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9621 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17858 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751128.000000 Penalty: 36686.867188
Iteration 242Q: 18 clusters Score -6.475113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44252 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151404 members 
Mstep: Class 5 contains 51591 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118601 members 
Mstep: Class 8 contains 71165 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17859 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751160.000000 Penalty: 36686.867188
Iteration 243Q: 18 clusters Score -6.475116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44250 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151405 members 
Mstep: Class 5 contains 51603 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118584 members 
Mstep: Class 8 contains 71167 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751132.000000 Penalty: 36686.867188
Iteration 244Q: 18 clusters Score -6.475113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44251 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151405 members 
Mstep: Class 5 contains 51619 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118563 members 
Mstep: Class 8 contains 71169 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17862 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751140.000000 Penalty: 36686.867188
Iteration 245Q: 18 clusters Score -6.475114e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44247 members 
Mstep: Class 3 contains 86338 members 
Mstep: Class 4 contains 151409 members 
Mstep: Class 5 contains 51632 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118543 members 
Mstep: Class 8 contains 71174 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17865 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 246Q: 18 clusters Score -6.475112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44246 members 
Mstep: Class 3 contains 86337 members 
Mstep: Class 4 contains 151404 members 
Mstep: Class 5 contains 51644 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118530 members 
Mstep: Class 8 contains 71178 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751180.000000 Penalty: 36686.867188
Iteration 247Q: 18 clusters Score -6.475118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44244 members 
Mstep: Class 3 contains 86335 members 
Mstep: Class 4 contains 151398 members 
Mstep: Class 5 contains 51659 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118518 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17871 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751188.000000 Penalty: 36686.867188
Iteration 248Q: 18 clusters Score -6.475119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151397 members 
Mstep: Class 5 contains 51671 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118504 members 
Mstep: Class 8 contains 71182 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17874 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751144.000000 Penalty: 36686.867188
Iteration 249Q: 18 clusters Score -6.475114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151410 members 
Mstep: Class 5 contains 51678 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118483 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 9621 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751132.000000 Penalty: 36686.867188
Iteration 250Q: 18 clusters Score -6.475113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151415 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118465 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 251Q: 18 clusters Score -6.47511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151405 members 
Mstep: Class 5 contains 51708 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118456 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 252Q: 18 clusters Score -6.47511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 86334 members 
Mstep: Class 4 contains 151394 members 
Mstep: Class 5 contains 51721 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118451 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 253Q: 18 clusters Score -6.47511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151381 members 
Mstep: Class 5 contains 51742 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118444 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 254Q: 18 clusters Score -6.47511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151372 members 
Mstep: Class 5 contains 51755 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118437 members 
Mstep: Class 8 contains 71187 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751080.000000 Penalty: 36686.867188
Iteration 255Q: 18 clusters Score -6.475108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151366 members 
Mstep: Class 5 contains 51766 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118429 members 
Mstep: Class 8 contains 71187 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17880 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751060.000000 Penalty: 36686.867188
Iteration 256Q: 18 clusters Score -6.475106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151365 members 
Mstep: Class 5 contains 51773 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118421 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17882 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751056.000000 Penalty: 36686.867188
Iteration 257Q: 18 clusters Score -6.475106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151360 members 
Mstep: Class 5 contains 51781 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118418 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17884 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 258Q: 18 clusters Score -6.475107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44240 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151354 members 
Mstep: Class 5 contains 51787 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118417 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17885 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 259Q: 18 clusters Score -6.475105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151353 members 
Mstep: Class 5 contains 51790 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118415 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13981 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17886 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751064.000000 Penalty: 36686.867188
Iteration 260F: 18 clusters Score -6.475106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151352 members 
Mstep: Class 5 contains 51791 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118416 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751080.000000 Penalty: 36686.867188
Iteration 261Q: 18 clusters Score -6.475108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151352 members 
Mstep: Class 5 contains 51793 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118414 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751056.000000 Penalty: 36686.867188
Iteration 262Q: 18 clusters Score -6.475106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151352 members 
Mstep: Class 5 contains 51794 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118414 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751052.000000 Penalty: 36686.867188
Iteration 263Q: 18 clusters Score -6.475105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151351 members 
Mstep: Class 5 contains 51796 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118413 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 36686.867188
Iteration 264Q: 18 clusters Score -6.475108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44236 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151352 members 
Mstep: Class 5 contains 51800 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118409 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 265Q: 18 clusters Score -6.47511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151351 members 
Mstep: Class 5 contains 51801 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118408 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 266Q: 18 clusters Score -6.475109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151349 members 
Mstep: Class 5 contains 51804 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118407 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 267Q: 18 clusters Score -6.47511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151347 members 
Mstep: Class 5 contains 51805 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118407 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751076.000000 Penalty: 36686.867188
Iteration 268Q: 18 clusters Score -6.475108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151346 members 
Mstep: Class 5 contains 51806 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118407 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 269Q: 18 clusters Score -6.475109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151345 members 
Mstep: Class 5 contains 51809 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118406 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 270Q: 18 clusters Score -6.475109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151346 members 
Mstep: Class 5 contains 51810 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118403 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 271Q: 18 clusters Score -6.47511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151344 members 
Mstep: Class 5 contains 51812 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118404 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 272Q: 18 clusters Score -6.475109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151344 members 
Mstep: Class 5 contains 51814 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118402 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 273Q: 18 clusters Score -6.475109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151343 members 
Mstep: Class 5 contains 51816 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118401 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 274Q: 18 clusters Score -6.47511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151343 members 
Mstep: Class 5 contains 51817 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118400 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 36686.867188
Iteration 275Q: 18 clusters Score -6.475108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151340 members 
Mstep: Class 5 contains 51822 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118399 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 276Q: 18 clusters Score -6.475107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151335 members 
Mstep: Class 5 contains 51827 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118399 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751060.000000 Penalty: 36686.867188
Iteration 277Q: 18 clusters Score -6.475106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151329 members 
Mstep: Class 5 contains 51835 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118398 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751036.000000 Penalty: 36686.867188
Iteration 278Q: 18 clusters Score -6.475104e+07 nChanged 9
Entering ConstructFrom: 
Score: -64751036.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -204420.937500 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -204420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -202360.062500 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -202360.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -202824.171875 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -202824.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -202965.921875 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -202965.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -203065.484375 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -203065.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -203141.437500 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -203141.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203193.000000 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -203193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -203257.265625 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -203257.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203317.531250 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -203317.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -203354.890625 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -203354.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203377.343750 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -203377.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -203392.812500 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -203392.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -203407.703125 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -203407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203421.250000 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -203421.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203431.781250 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -203431.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -203444.906250 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -203444.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -203458.718750 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -203458.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -203474.375000 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -203474.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -203493.953125 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -203494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203523.125000 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -203523.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -203552.015625 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -203552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203575.296875 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -203575.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203593.890625 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -203593.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203616.031250 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -203616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -203642.531250 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -203642.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -203677.171875 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -203677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203697.156250 Penalty: 2454.818115
	Iteration 25Q: 3 clusters Score -203697.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -203719.328125 Penalty: 2454.818115
	Iteration 26Q: 3 clusters Score -203719.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -203746.437500 Penalty: 2454.818115
	Iteration 27Q: 3 clusters Score -203746.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203763.718750 Penalty: 2454.818115
	Iteration 28Q: 3 clusters Score -203763.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203778.000000 Penalty: 2454.818115
	Iteration 29Q: 3 clusters Score -203778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203792.296875 Penalty: 2454.818115
	Iteration 30Q: 3 clusters Score -203792.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -203803.500000 Penalty: 2454.818115
	Iteration 31Q: 3 clusters Score -203803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -203813.390625 Penalty: 2454.818115
	Iteration 32Q: 3 clusters Score -203813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203825.796875 Penalty: 2454.818115
	Iteration 33Q: 3 clusters Score -203825.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -203835.718750 Penalty: 2454.818115
	Iteration 34Q: 3 clusters Score -203835.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203843.375000 Penalty: 2454.818115
	Iteration 35Q: 3 clusters Score -203843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203847.703125 Penalty: 2454.818115
	Iteration 36Q: 3 clusters Score -203847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -203851.343750 Penalty: 2454.818115
	Iteration 37Q: 3 clusters Score -203851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -203853.687500 Penalty: 2454.818115
	Iteration 38Q: 3 clusters Score -203853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -203854.640625 Penalty: 2454.818115
	Iteration 39Q: 3 clusters Score -203854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -203854.953125 Penalty: 2454.818115
	Iteration 40F: 3 clusters Score -203855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -203855.953125 Penalty: 2454.818115
	Iteration 41Q: 3 clusters Score -203856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -203855.953125 Penalty: 2454.818115
	Iteration 42F: 3 clusters Score -203856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Entering Unmasked Estep 
Score: -5049387.000000 Penalty: 1738.314087
	Iteration 0F: 2 clusters Score -5049387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5019673.500000 Penalty: 3476.628174
	Iteration 0F: 3 clusters Score -5019674 nChanged 20831
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5031624.500000 Penalty: 3476.628174
	Iteration 1F: 3 clusters Score -5031624 nChanged 2007
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5032438 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5033492 nChanged 2432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5034948 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5036736 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5038928 nChanged 2895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5040865 nChanged 2378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5042166 nChanged 1598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5042674 nChanged 950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5042864 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5042968 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5043056 nChanged 378
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Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5043095 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5043138 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5043171 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5043206 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5043225 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5043252 nChanged 212
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Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5043270 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21520 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5043280 nChanged 199
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Mstep: Class 1 contains 21519 members 
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5043324 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5043336 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5043354 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5043362 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5043387 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5043374 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5043386 nChanged 149
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Mstep: Class 1 contains 21214 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5043400 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5043418 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5043424 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5043450 nChanged 176
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Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5043445 nChanged 199
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Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5043482 nChanged 207
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5043511 nChanged 220
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Mstep: Class 1 contains 20523 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5043538 nChanged 217
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Mstep: Class 1 contains 20392 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5043580 nChanged 219
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Mstep: Class 1 contains 20243 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5043592 nChanged 212
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Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 24146 members 
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	Iteration 38Q: 3 clusters Score -5043599 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19915 members 
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Entering Unmasked Estep 
Score: -5043621.000000 Penalty: 3476.628174
	Iteration 39Q: 3 clusters Score -5043621 nChanged 228
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Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5043664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5043684 nChanged 239
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Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5043706 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5043750 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5043808 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18837 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5043846 nChanged 257
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Mstep: Class 1 contains 18628 members 
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	Iteration 46Q: 3 clusters Score -5043890 nChanged 271
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Mstep: Class 1 contains 18409 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5043923 nChanged 301
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Mstep: Class 1 contains 18172 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5043962 nChanged 289
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Mstep: Class 1 contains 17935 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5044004 nChanged 285
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Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 26553 members 
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	Iteration 50Q: 3 clusters Score -5044062 nChanged 297
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Mstep: Class 1 contains 17425 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5044100 nChanged 284
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Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 27072 members 
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	Iteration 52Q: 3 clusters Score -5044166 nChanged 301
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Mstep: Class 1 contains 16892 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5044194 nChanged 289
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Mstep: Class 1 contains 16623 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5044230 nChanged 273
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Mstep: Class 1 contains 16356 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5044268 nChanged 246
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Mstep: Class 1 contains 16116 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5044324 nChanged 261
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Mstep: Class 1 contains 15863 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5044354 nChanged 290
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Mstep: Class 1 contains 15589 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5044418 nChanged 281
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Mstep: Class 1 contains 15324 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5044462 nChanged 269
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5044525.500000 Penalty: 3476.628174
	Iteration 60F: 3 clusters Score -5044526 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5044580 nChanged 281
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Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5044628 nChanged 273
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Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5044675 nChanged 267
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5044732.500000 Penalty: 3476.628174
	Iteration 64Q: 3 clusters Score -5044732 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5044815 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5044866 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5044923 nChanged 300
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Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5044982 nChanged 281
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Mstep: Class 1 contains 12614 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5045031 nChanged 265
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Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5045110.500000 Penalty: 3476.628174
	Iteration 70Q: 3 clusters Score -5045110 nChanged 269
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Mstep: Class 1 contains 12090 members 
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	Iteration 71Q: 3 clusters Score -5045160 nChanged 283
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Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5045241.500000 Penalty: 3476.628174
	Iteration 72Q: 3 clusters Score -5045242 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5045277 nChanged 266
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Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5045345 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5045401 nChanged 290
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Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5045440 nChanged 320
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Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5045500 nChanged 327
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5045590 nChanged 337
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Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5045664 nChanged 347
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Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5045751.500000 Penalty: 3476.628174
	Iteration 80F: 3 clusters Score -5045752 nChanged 362
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Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5045826 nChanged 364
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Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5045915 nChanged 360
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Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5045989 nChanged 366
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Mstep: Class 1 contains 7919 members 
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Entering Unmasked Estep 
Score: -5046109.000000 Penalty: 3476.628174
	Iteration 84Q: 3 clusters Score -5046109 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5046197.000000 Penalty: 3476.628174
	Iteration 85Q: 3 clusters Score -5046197 nChanged 342
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Mstep: Class 1 contains 7227 members 
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Entering Unmasked Estep 
Score: -5046263.000000 Penalty: 3476.628174
	Iteration 86Q: 3 clusters Score -5046263 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5046350.500000 Penalty: 3476.628174
	Iteration 87Q: 3 clusters Score -5046350 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6523 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5046432 nChanged 394
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Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5046553.500000 Penalty: 3476.628174
	Iteration 89Q: 3 clusters Score -5046554 nChanged 377
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5046670 nChanged 372
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Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5046799 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5046897 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5047001.500000 Penalty: 3476.628174
	Iteration 93Q: 3 clusters Score -5047002 nChanged 309
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Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5047114.500000 Penalty: 3476.628174
	Iteration 94Q: 3 clusters Score -5047114 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5047215.500000 Penalty: 3476.628174
	Iteration 95Q: 3 clusters Score -5047216 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5047305.000000 Penalty: 3476.628174
	Iteration 96Q: 3 clusters Score -5047305 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5047422.000000 Penalty: 3476.628174
	Iteration 97Q: 3 clusters Score -5047422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5047538.000000 Penalty: 3476.628174
	Iteration 98Q: 3 clusters Score -5047538 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5047641.000000 Penalty: 3476.628174
	Iteration 99Q: 3 clusters Score -5047641 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5047727.500000 Penalty: 3476.628174
	Iteration 100F: 3 clusters Score -5047728 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5047804.500000 Penalty: 3476.628174
	Iteration 101Q: 3 clusters Score -5047804 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5047859.500000 Penalty: 3476.628174
	Iteration 102Q: 3 clusters Score -5047860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -5047917.500000 Penalty: 3476.628174
	Iteration 103Q: 3 clusters Score -5047918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5047963.000000 Penalty: 3476.628174
	Iteration 104Q: 3 clusters Score -5047963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5047991.500000 Penalty: 3476.628174
	Iteration 105Q: 3 clusters Score -5047992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5048026.000000 Penalty: 3476.628174
	Iteration 106Q: 3 clusters Score -5048026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5048056.500000 Penalty: 3476.628174
	Iteration 107Q: 3 clusters Score -5048056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5048091.500000 Penalty: 3476.628174
	Iteration 108Q: 3 clusters Score -5048092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5048114.500000 Penalty: 3476.628174
	Iteration 109Q: 3 clusters Score -5048114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5048140.500000 Penalty: 3476.628174
	Iteration 110Q: 3 clusters Score -5048140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5048152.000000 Penalty: 3476.628174
	Iteration 111Q: 3 clusters Score -5048152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -5048177.500000 Penalty: 3476.628174
	Iteration 112Q: 3 clusters Score -5048178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5048186.500000 Penalty: 3476.628174
	Iteration 113Q: 3 clusters Score -5048186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -5048203.000000 Penalty: 3476.628174
	Iteration 114Q: 3 clusters Score -5048203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5048221.000000 Penalty: 3476.628174
	Iteration 115Q: 3 clusters Score -5048221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5048232.000000 Penalty: 3476.628174
	Iteration 116Q: 3 clusters Score -5048232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5048240.000000 Penalty: 3476.628174
	Iteration 117Q: 3 clusters Score -5048240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5048249.000000 Penalty: 3476.628174
	Iteration 118Q: 3 clusters Score -5048249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -5048252.000000 Penalty: 3476.628174
	Iteration 119Q: 3 clusters Score -5048252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5048263.500000 Penalty: 3476.628174
	Iteration 120F: 3 clusters Score -5048264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5048273.000000 Penalty: 3476.628174
	Iteration 121Q: 3 clusters Score -5048273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5048278.000000 Penalty: 3476.628174
	Iteration 122Q: 3 clusters Score -5048278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -5048284.000000 Penalty: 3476.628174
	Iteration 123Q: 3 clusters Score -5048284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5048292.500000 Penalty: 3476.628174
	Iteration 124Q: 3 clusters Score -5048292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -5048306.000000 Penalty: 3476.628174
	Iteration 125Q: 3 clusters Score -5048306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5048308.000000 Penalty: 3476.628174
	Iteration 126Q: 3 clusters Score -5048308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5048322.000000 Penalty: 3476.628174
	Iteration 127Q: 3 clusters Score -5048322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -5048324.000000 Penalty: 3476.628174
	Iteration 128Q: 3 clusters Score -5048324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5048326.000000 Penalty: 3476.628174
	Iteration 129Q: 3 clusters Score -5048326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5048323.000000 Penalty: 3476.628174
	Iteration 130Q: 3 clusters Score -5048323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5048322.000000 Penalty: 3476.628174
	Iteration 131Q: 3 clusters Score -5048322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5048327.000000 Penalty: 3476.628174
	Iteration 132Q: 3 clusters Score -5048327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -5048334.500000 Penalty: 3476.628174
	Iteration 133Q: 3 clusters Score -5048334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5048333.000000 Penalty: 3476.628174
	Iteration 134Q: 3 clusters Score -5048333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5048329.000000 Penalty: 3476.628174
	Iteration 135Q: 3 clusters Score -5048329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5048330.500000 Penalty: 3476.628174
	Iteration 136Q: 3 clusters Score -5048330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -5048327.500000 Penalty: 3476.628174
	Iteration 137Q: 3 clusters Score -5048328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5048328.000000 Penalty: 3476.628174
	Iteration 138Q: 3 clusters Score -5048328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5048328.000000 Penalty: 3476.628174
	Iteration 139F: 3 clusters Score -5048328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Entering Unmasked Estep 
Score: -9653626.000000 Penalty: 1846.969604
	Iteration 0F: 2 clusters Score -9653626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -9595512.000000 Penalty: 3693.939209
	Iteration 0F: 3 clusters Score -9595512 nChanged 41209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -9619284.000000 Penalty: 3693.939209
	Iteration 1F: 3 clusters Score -9619284 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -9619779.000000 Penalty: 3693.939209
	Iteration 2Q: 3 clusters Score -9619779 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -9620363.000000 Penalty: 3693.939209
	Iteration 3Q: 3 clusters Score -9620363 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9621242.000000 Penalty: 3693.939209
	Iteration 4Q: 3 clusters Score -9621242 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9622616.000000 Penalty: 3693.939209
	Iteration 5Q: 3 clusters Score -9622616 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -9624932.000000 Penalty: 3693.939209
	Iteration 6F: 3 clusters Score -9624932 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9628867.000000 Penalty: 3693.939209
	Iteration 7F: 3 clusters Score -9628867 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -9634509.000000 Penalty: 3693.939209
	Iteration 8F: 3 clusters Score -9634509 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -9640963.000000 Penalty: 3693.939209
	Iteration 9F: 3 clusters Score -9640963 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -9646148.000000 Penalty: 3693.939209
	Iteration 10F: 3 clusters Score -9646148 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9649242.000000 Penalty: 3693.939209
	Iteration 11Q: 3 clusters Score -9649242 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9650766.000000 Penalty: 3693.939209
	Iteration 12Q: 3 clusters Score -9650766 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9651427.000000 Penalty: 3693.939209
	Iteration 13Q: 3 clusters Score -9651427 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9651665.000000 Penalty: 3693.939209
	Iteration 14Q: 3 clusters Score -9651665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9651796.000000 Penalty: 3693.939209
	Iteration 15Q: 3 clusters Score -9651796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9651871.000000 Penalty: 3693.939209
	Iteration 16Q: 3 clusters Score -9651871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9651921.000000 Penalty: 3693.939209
	Iteration 17Q: 3 clusters Score -9651921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9651963.000000 Penalty: 3693.939209
	Iteration 18Q: 3 clusters Score -9651963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9651995.000000 Penalty: 3693.939209
	Iteration 19Q: 3 clusters Score -9651995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9651990.000000 Penalty: 3693.939209
	Iteration 20F: 3 clusters Score -9651990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9651996.000000 Penalty: 3693.939209
	Iteration 21Q: 3 clusters Score -9651996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9652001.000000 Penalty: 3693.939209
	Iteration 22Q: 3 clusters Score -9652001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9651997.000000 Penalty: 3693.939209
	Iteration 23Q: 3 clusters Score -9651997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9651998.000000 Penalty: 3693.939209
	Iteration 24Q: 3 clusters Score -9651998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9652001.000000 Penalty: 3693.939209
	Iteration 25Q: 3 clusters Score -9652001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9652002.000000 Penalty: 3693.939209
	Iteration 26Q: 3 clusters Score -9652002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9652002.000000 Penalty: 3693.939209
	Iteration 27F: 3 clusters Score -9652002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Entering Unmasked Estep 
Score: -17012808.000000 Penalty: 1938.165405
	Iteration 0F: 2 clusters Score -1.701281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -16915834.000000 Penalty: 3876.330811
	Iteration 0F: 3 clusters Score -1.691583e+07 nChanged 72722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -16958988.000000 Penalty: 3876.330811
	Iteration 1F: 3 clusters Score -1.695899e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -16961198.000000 Penalty: 3876.330811
	Iteration 2Q: 3 clusters Score -1.69612e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -16964954.000000 Penalty: 3876.330811
	Iteration 3F: 3 clusters Score -1.696495e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -16971514.000000 Penalty: 3876.330811
	Iteration 4F: 3 clusters Score -1.697151e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -16981470.000000 Penalty: 3876.330811
	Iteration 5F: 3 clusters Score -1.698147e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -16993304.000000 Penalty: 3876.330811
	Iteration 6F: 3 clusters Score -1.69933e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -17002480.000000 Penalty: 3876.330811
	Iteration 7F: 3 clusters Score -1.700248e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -17007840.000000 Penalty: 3876.330811
	Iteration 8Q: 3 clusters Score -1.700784e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 144629 members 
Entering Unmasked Estep 
Score: -17010416.000000 Penalty: 3876.330811
	Iteration 9Q: 3 clusters Score -1.701042e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -17011690.000000 Penalty: 3876.330811
	Iteration 10Q: 3 clusters Score -1.701169e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -17012282.000000 Penalty: 3876.330811
	Iteration 11Q: 3 clusters Score -1.701228e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 146860 members 
Entering Unmasked Estep 
Score: -17012490.000000 Penalty: 3876.330811
	Iteration 12Q: 3 clusters Score -1.701249e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -17012590.000000 Penalty: 3876.330811
	Iteration 13Q: 3 clusters Score -1.701259e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -17012598.000000 Penalty: 3876.330811
	Iteration 14Q: 3 clusters Score -1.70126e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -17012640.000000 Penalty: 3876.330811
	Iteration 15Q: 3 clusters Score -1.701264e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -17012648.000000 Penalty: 3876.330811
	Iteration 16Q: 3 clusters Score -1.701265e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 147495 members 
Entering Unmasked Estep 
Score: -17012650.000000 Penalty: 3876.330811
	Iteration 17Q: 3 clusters Score -1.701265e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -17012626.000000 Penalty: 3876.330811
	Iteration 18Q: 3 clusters Score -1.701263e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 147592 members 
Entering Unmasked Estep 
Score: -17012644.000000 Penalty: 3876.330811
	Iteration 19Q: 3 clusters Score -1.701264e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 147642 members 
Entering Unmasked Estep 
Score: -17012636.000000 Penalty: 3876.330811
	Iteration 20F: 3 clusters Score -1.701264e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -17012652.000000 Penalty: 3876.330811
	Iteration 21Q: 3 clusters Score -1.701265e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -17012634.000000 Penalty: 3876.330811
	Iteration 22Q: 3 clusters Score -1.701263e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -17012658.000000 Penalty: 3876.330811
	Iteration 23Q: 3 clusters Score -1.701266e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -17012650.000000 Penalty: 3876.330811
	Iteration 24Q: 3 clusters Score -1.701265e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 147821 members 
Entering Unmasked Estep 
Score: -17012636.000000 Penalty: 3876.330811
	Iteration 25Q: 3 clusters Score -1.701264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -17012646.000000 Penalty: 3876.330811
	Iteration 26Q: 3 clusters Score -1.701265e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -17012664.000000 Penalty: 3876.330811
	Iteration 27Q: 3 clusters Score -1.701266e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -17012652.000000 Penalty: 3876.330811
	Iteration 28Q: 3 clusters Score -1.701265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 147922 members 
Entering Unmasked Estep 
Score: -17012664.000000 Penalty: 3876.330811
	Iteration 29Q: 3 clusters Score -1.701266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 147940 members 
Entering Unmasked Estep 
Score: -17012666.000000 Penalty: 3876.330811
	Iteration 30Q: 3 clusters Score -1.701267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 147952 members 
Entering Unmasked Estep 
Score: -17012658.000000 Penalty: 3876.330811
	Iteration 31Q: 3 clusters Score -1.701266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -17012650.000000 Penalty: 3876.330811
	Iteration 32Q: 3 clusters Score -1.701265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -17012650.000000 Penalty: 3876.330811
	Iteration 33Q: 3 clusters Score -1.701265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -17012664.000000 Penalty: 3876.330811
	Iteration 34Q: 3 clusters Score -1.701266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -17012670.000000 Penalty: 3876.330811
	Iteration 35Q: 3 clusters Score -1.701267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -17012658.000000 Penalty: 3876.330811
	Iteration 36Q: 3 clusters Score -1.701266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -17012658.000000 Penalty: 3876.330811
	Iteration 37Q: 3 clusters Score -1.701266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -17012644.000000 Penalty: 3876.330811
	Iteration 38Q: 3 clusters Score -1.701264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -17012634.000000 Penalty: 3876.330811
	Iteration 39Q: 3 clusters Score -1.701263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -17012644.000000 Penalty: 3876.330811
	Iteration 40F: 3 clusters Score -1.701264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -17012640.000000 Penalty: 3876.330811
	Iteration 41Q: 3 clusters Score -1.701264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -17012650.000000 Penalty: 3876.330811
	Iteration 42Q: 3 clusters Score -1.701265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -17012648.000000 Penalty: 3876.330811
	Iteration 43Q: 3 clusters Score -1.701265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -17012644.000000 Penalty: 3876.330811
	Iteration 44Q: 3 clusters Score -1.701264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -17012644.000000 Penalty: 3876.330811
	Iteration 45Q: 3 clusters Score -1.701264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 148051 members 
Entering Unmasked Estep 
Score: -17012636.000000 Penalty: 3876.330811
	Iteration 46Q: 3 clusters Score -1.701264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -17012642.000000 Penalty: 3876.330811
	Iteration 47Q: 3 clusters Score -1.701264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 148052 members 
Entering Unmasked Estep 
Score: -17012640.000000 Penalty: 3876.330811
	Iteration 48Q: 3 clusters Score -1.701264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -17012640.000000 Penalty: 3876.330811
	Iteration 49Q: 3 clusters Score -1.701264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -17012634.000000 Penalty: 3876.330811
	Iteration 50Q: 3 clusters Score -1.701263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -17012632.000000 Penalty: 3876.330811
	Iteration 51Q: 3 clusters Score -1.701263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -17012632.000000 Penalty: 3876.330811
	Iteration 52F: 3 clusters Score -1.701263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Entering Unmasked Estep 
Score: -5896938.500000 Penalty: 1764.095947
	Iteration 0F: 2 clusters Score -5896938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5862333.500000 Penalty: 3528.191895
	Iteration 0F: 3 clusters Score -5862334 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5876114.500000 Penalty: 3528.191895
	Iteration 1F: 3 clusters Score -5876114 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5876784.000000 Penalty: 3528.191895
	Iteration 2Q: 3 clusters Score -5876784 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5877698.500000 Penalty: 3528.191895
	Iteration 3Q: 3 clusters Score -5877698 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5879116.500000 Penalty: 3528.191895
	Iteration 4F: 3 clusters Score -5879116 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -5881275.000000 Penalty: 3528.191895
	Iteration 5F: 3 clusters Score -5881275 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5884639.000000 Penalty: 3528.191895
	Iteration 6F: 3 clusters Score -5884639 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5888543.000000 Penalty: 3528.191895
	Iteration 7F: 3 clusters Score -5888543 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5891817.500000 Penalty: 3528.191895
	Iteration 8F: 3 clusters Score -5891818 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5893310.500000 Penalty: 3528.191895
	Iteration 9Q: 3 clusters Score -5893310 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5893720.500000 Penalty: 3528.191895
	Iteration 10Q: 3 clusters Score -5893720 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5893897.000000 Penalty: 3528.191895
	Iteration 11Q: 3 clusters Score -5893897 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5893989.500000 Penalty: 3528.191895
	Iteration 12Q: 3 clusters Score -5893990 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -5894101.000000 Penalty: 3528.191895
	Iteration 13Q: 3 clusters Score -5894101 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -5894170.000000 Penalty: 3528.191895
	Iteration 14Q: 3 clusters Score -5894170 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5894260.000000 Penalty: 3528.191895
	Iteration 15Q: 3 clusters Score -5894260 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -5894325.000000 Penalty: 3528.191895
	Iteration 16Q: 3 clusters Score -5894325 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5894412.500000 Penalty: 3528.191895
	Iteration 17Q: 3 clusters Score -5894412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5894468.000000 Penalty: 3528.191895
	Iteration 18Q: 3 clusters Score -5894468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5894526.500000 Penalty: 3528.191895
	Iteration 19Q: 3 clusters Score -5894526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -5894594.000000 Penalty: 3528.191895
	Iteration 20F: 3 clusters Score -5894594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5894607.000000 Penalty: 3528.191895
	Iteration 21Q: 3 clusters Score -5894607 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5894632.500000 Penalty: 3528.191895
	Iteration 22Q: 3 clusters Score -5894632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5894672.500000 Penalty: 3528.191895
	Iteration 23Q: 3 clusters Score -5894672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -5894738.500000 Penalty: 3528.191895
	Iteration 24Q: 3 clusters Score -5894738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -5894780.000000 Penalty: 3528.191895
	Iteration 25Q: 3 clusters Score -5894780 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5894828.000000 Penalty: 3528.191895
	Iteration 26Q: 3 clusters Score -5894828 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5894879.000000 Penalty: 3528.191895
	Iteration 27Q: 3 clusters Score -5894879 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -5894904.000000 Penalty: 3528.191895
	Iteration 28Q: 3 clusters Score -5894904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5894954.500000 Penalty: 3528.191895
	Iteration 29Q: 3 clusters Score -5894954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -5895005.500000 Penalty: 3528.191895
	Iteration 30Q: 3 clusters Score -5895006 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -5895059.000000 Penalty: 3528.191895
	Iteration 31Q: 3 clusters Score -5895059 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -5895114.500000 Penalty: 3528.191895
	Iteration 32Q: 3 clusters Score -5895114 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -5895177.000000 Penalty: 3528.191895
	Iteration 33Q: 3 clusters Score -5895177 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -5895210.500000 Penalty: 3528.191895
	Iteration 34Q: 3 clusters Score -5895210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -5895270.500000 Penalty: 3528.191895
	Iteration 35Q: 3 clusters Score -5895270 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -5895281.500000 Penalty: 3528.191895
	Iteration 36Q: 3 clusters Score -5895282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -5895319.000000 Penalty: 3528.191895
	Iteration 37Q: 3 clusters Score -5895319 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5895368.000000 Penalty: 3528.191895
	Iteration 38Q: 3 clusters Score -5895368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -5895412.500000 Penalty: 3528.191895
	Iteration 39Q: 3 clusters Score -5895412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -5895447.500000 Penalty: 3528.191895
	Iteration 40F: 3 clusters Score -5895448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -5895490.000000 Penalty: 3528.191895
	Iteration 41Q: 3 clusters Score -5895490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5895524.500000 Penalty: 3528.191895
	Iteration 42Q: 3 clusters Score -5895524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5895547.000000 Penalty: 3528.191895
	Iteration 43Q: 3 clusters Score -5895547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5895574.500000 Penalty: 3528.191895
	Iteration 44Q: 3 clusters Score -5895574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -5895583.000000 Penalty: 3528.191895
	Iteration 45Q: 3 clusters Score -5895583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -5895594.500000 Penalty: 3528.191895
	Iteration 46Q: 3 clusters Score -5895594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -5895610.000000 Penalty: 3528.191895
	Iteration 47Q: 3 clusters Score -5895610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -5895615.000000 Penalty: 3528.191895
	Iteration 48Q: 3 clusters Score -5895615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -5895617.000000 Penalty: 3528.191895
	Iteration 49Q: 3 clusters Score -5895617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -5895622.500000 Penalty: 3528.191895
	Iteration 50Q: 3 clusters Score -5895622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -5895629.000000 Penalty: 3528.191895
	Iteration 51Q: 3 clusters Score -5895629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -5895639.500000 Penalty: 3528.191895
	Iteration 52Q: 3 clusters Score -5895640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -5895650.500000 Penalty: 3528.191895
	Iteration 53Q: 3 clusters Score -5895650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -5895655.500000 Penalty: 3528.191895
	Iteration 54Q: 3 clusters Score -5895656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -5895667.500000 Penalty: 3528.191895
	Iteration 55Q: 3 clusters Score -5895668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -5895684.500000 Penalty: 3528.191895
	Iteration 56Q: 3 clusters Score -5895684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5895695.000000 Penalty: 3528.191895
	Iteration 57Q: 3 clusters Score -5895695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -5895693.000000 Penalty: 3528.191895
	Iteration 58Q: 3 clusters Score -5895693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5895683.500000 Penalty: 3528.191895
	Iteration 59Q: 3 clusters Score -5895684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -5895691.000000 Penalty: 3528.191895
	Iteration 60F: 3 clusters Score -5895691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -5895698.500000 Penalty: 3528.191895
	Iteration 61Q: 3 clusters Score -5895698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -5895688.500000 Penalty: 3528.191895
	Iteration 62Q: 3 clusters Score -5895688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -5895695.500000 Penalty: 3528.191895
	Iteration 63Q: 3 clusters Score -5895696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -5895697.500000 Penalty: 3528.191895
	Iteration 64Q: 3 clusters Score -5895698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -5895701.500000 Penalty: 3528.191895
	Iteration 65Q: 3 clusters Score -5895702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -5895702.000000 Penalty: 3528.191895
	Iteration 66Q: 3 clusters Score -5895702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -5895706.500000 Penalty: 3528.191895
	Iteration 67Q: 3 clusters Score -5895706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -5895713.000000 Penalty: 3528.191895
	Iteration 68Q: 3 clusters Score -5895713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5895716.000000 Penalty: 3528.191895
	Iteration 69Q: 3 clusters Score -5895716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -5895720.500000 Penalty: 3528.191895
	Iteration 70Q: 3 clusters Score -5895720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -5895719.000000 Penalty: 3528.191895
	Iteration 71Q: 3 clusters Score -5895719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -5895719.500000 Penalty: 3528.191895
	Iteration 72Q: 3 clusters Score -5895720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -5895727.000000 Penalty: 3528.191895
	Iteration 73Q: 3 clusters Score -5895727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -5895732.500000 Penalty: 3528.191895
	Iteration 74Q: 3 clusters Score -5895732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5895727.500000 Penalty: 3528.191895
	Iteration 75Q: 3 clusters Score -5895728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5895730.500000 Penalty: 3528.191895
	Iteration 76Q: 3 clusters Score -5895730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5895733.000000 Penalty: 3528.191895
	Iteration 77Q: 3 clusters Score -5895733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -5895738.000000 Penalty: 3528.191895
	Iteration 78Q: 3 clusters Score -5895738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -5895739.000000 Penalty: 3528.191895
	Iteration 79Q: 3 clusters Score -5895739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -5895735.500000 Penalty: 3528.191895
	Iteration 80F: 3 clusters Score -5895736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -5895736.500000 Penalty: 3528.191895
	Iteration 81Q: 3 clusters Score -5895736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -5895734.000000 Penalty: 3528.191895
	Iteration 82Q: 3 clusters Score -5895734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -5895729.000000 Penalty: 3528.191895
	Iteration 83Q: 3 clusters Score -5895729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -5895735.000000 Penalty: 3528.191895
	Iteration 84Q: 3 clusters Score -5895735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -5895734.000000 Penalty: 3528.191895
	Iteration 85Q: 3 clusters Score -5895734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -5895731.000000 Penalty: 3528.191895
	Iteration 86Q: 3 clusters Score -5895731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -5895735.000000 Penalty: 3528.191895
	Iteration 87Q: 3 clusters Score -5895735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -5895733.000000 Penalty: 3528.191895
	Iteration 88Q: 3 clusters Score -5895733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -5895727.500000 Penalty: 3528.191895
	Iteration 89Q: 3 clusters Score -5895728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -5895731.000000 Penalty: 3528.191895
	Iteration 90Q: 3 clusters Score -5895731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -5895731.000000 Penalty: 3528.191895
	Iteration 91Q: 3 clusters Score -5895731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5895738.000000 Penalty: 3528.191895
	Iteration 92Q: 3 clusters Score -5895738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -5895742.000000 Penalty: 3528.191895
	Iteration 93Q: 3 clusters Score -5895742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -5895743.500000 Penalty: 3528.191895
	Iteration 94Q: 3 clusters Score -5895744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -5895746.000000 Penalty: 3528.191895
	Iteration 95Q: 3 clusters Score -5895746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -5895751.500000 Penalty: 3528.191895
	Iteration 96Q: 3 clusters Score -5895752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -5895753.000000 Penalty: 3528.191895
	Iteration 97Q: 3 clusters Score -5895753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -5895753.000000 Penalty: 3528.191895
	Iteration 98F: 3 clusters Score -5895753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -115642.421875 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -115642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114168.414062 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -114168.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114455.796875 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -114455.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114561.375000 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -114561.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114628.859375 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -114628.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114667.210938 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -114667.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -114695.992188 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -114696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -114717.570312 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -114717.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114737.140625 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -114737.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -114754.726562 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -114754.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114775.078125 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -114775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -114794.914062 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -114794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -114809.718750 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -114809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114817.375000 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -114817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114818.585938 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -114818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -114819.523438 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -114819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -114820.765625 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -114820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114821.671875 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -114821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -114822.648438 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -114822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -114823.960938 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -114824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -114824.492188 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -114824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114825.593750 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -114825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -114826.335938 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -114826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -114827.250000 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -114827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -114828.546875 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -114828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -114829.625000 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -114829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -114830.632812 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -114830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114831.742188 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -114831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114832.093750 Penalty: 2279.814697
	Iteration 27Q: 3 clusters Score -114832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114832.093750 Penalty: 2279.814697
	Iteration 28F: 3 clusters Score -114832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Entering Unmasked Estep 
Score: -13353946.000000 Penalty: 1898.290894
	Iteration 0F: 2 clusters Score -1.335395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -13276334.000000 Penalty: 3796.581787
	Iteration 0F: 3 clusters Score -1.327633e+07 nChanged 56808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -13310228.000000 Penalty: 3796.581787
	Iteration 1F: 3 clusters Score -1.331023e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -13311614.000000 Penalty: 3796.581787
	Iteration 2Q: 3 clusters Score -1.331161e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -13314152.000000 Penalty: 3796.581787
	Iteration 3Q: 3 clusters Score -1.331415e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -13318246.000000 Penalty: 3796.581787
	Iteration 4F: 3 clusters Score -1.331825e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -13325054.000000 Penalty: 3796.581787
	Iteration 5F: 3 clusters Score -1.332505e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -13334138.000000 Penalty: 3796.581787
	Iteration 6F: 3 clusters Score -1.333414e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -13342441.000000 Penalty: 3796.581787
	Iteration 7F: 3 clusters Score -1.334244e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 113019 members 
Entering Unmasked Estep 
Score: -13347868.000000 Penalty: 3796.581787
	Iteration 8F: 3 clusters Score -1.334787e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -13350445.000000 Penalty: 3796.581787
	Iteration 9Q: 3 clusters Score -1.335044e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -13351545.000000 Penalty: 3796.581787
	Iteration 10Q: 3 clusters Score -1.335154e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 117812 members 
Entering Unmasked Estep 
Score: -13351942.000000 Penalty: 3796.581787
	Iteration 11Q: 3 clusters Score -1.335194e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 117977 members 
Entering Unmasked Estep 
Score: -13352117.000000 Penalty: 3796.581787
	Iteration 12Q: 3 clusters Score -1.335212e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -13352190.000000 Penalty: 3796.581787
	Iteration 13Q: 3 clusters Score -1.335219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -13352237.000000 Penalty: 3796.581787
	Iteration 14Q: 3 clusters Score -1.335224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 118110 members 
Entering Unmasked Estep 
Score: -13352273.000000 Penalty: 3796.581787
	Iteration 15Q: 3 clusters Score -1.335227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -13352298.000000 Penalty: 3796.581787
	Iteration 16Q: 3 clusters Score -1.33523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -13352338.000000 Penalty: 3796.581787
	Iteration 17Q: 3 clusters Score -1.335234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
Score: -13352346.000000 Penalty: 3796.581787
	Iteration 18Q: 3 clusters Score -1.335235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -13352356.000000 Penalty: 3796.581787
	Iteration 19Q: 3 clusters Score -1.335236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -13352369.000000 Penalty: 3796.581787
	Iteration 20F: 3 clusters Score -1.335237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -13352357.000000 Penalty: 3796.581787
	Iteration 21Q: 3 clusters Score -1.335236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -13352359.000000 Penalty: 3796.581787
	Iteration 22Q: 3 clusters Score -1.335236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -13352362.000000 Penalty: 3796.581787
	Iteration 23Q: 3 clusters Score -1.335236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -13352362.000000 Penalty: 3796.581787
	Iteration 24Q: 3 clusters Score -1.335236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118161 members 
Entering Unmasked Estep 
Score: -13352362.000000 Penalty: 3796.581787
	Iteration 25F: 3 clusters Score -1.335236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Entering Unmasked Estep 
Score: -8093000.500000 Penalty: 1815.613892
	Iteration 0F: 2 clusters Score -8093000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -8045334.000000 Penalty: 3631.227783
	Iteration 0F: 3 clusters Score -8045334 nChanged 33631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -8064521.000000 Penalty: 3631.227783
	Iteration 1F: 3 clusters Score -8064521 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8065083.000000 Penalty: 3631.227783
	Iteration 2Q: 3 clusters Score -8065083 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -8065828.500000 Penalty: 3631.227783
	Iteration 3Q: 3 clusters Score -8065828 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -8066942.000000 Penalty: 3631.227783
	Iteration 4Q: 3 clusters Score -8066942 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8068759.000000 Penalty: 3631.227783
	Iteration 5F: 3 clusters Score -8068759 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -8071701.500000 Penalty: 3631.227783
	Iteration 6F: 3 clusters Score -8071702 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -8076046.500000 Penalty: 3631.227783
	Iteration 7F: 3 clusters Score -8076046 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8081180.500000 Penalty: 3631.227783
	Iteration 8F: 3 clusters Score -8081180 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -8085756.000000 Penalty: 3631.227783
	Iteration 9F: 3 clusters Score -8085756 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8088759.500000 Penalty: 3631.227783
	Iteration 10Q: 3 clusters Score -8088760 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8090310.000000 Penalty: 3631.227783
	Iteration 11Q: 3 clusters Score -8090310 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8090967.000000 Penalty: 3631.227783
	Iteration 12Q: 3 clusters Score -8090967 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8091244.000000 Penalty: 3631.227783
	Iteration 13Q: 3 clusters Score -8091244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8091325.000000 Penalty: 3631.227783
	Iteration 14Q: 3 clusters Score -8091325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8091344.000000 Penalty: 3631.227783
	Iteration 15Q: 3 clusters Score -8091344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8091360.000000 Penalty: 3631.227783
	Iteration 16Q: 3 clusters Score -8091360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8091371.500000 Penalty: 3631.227783
	Iteration 17Q: 3 clusters Score -8091372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8091386.500000 Penalty: 3631.227783
	Iteration 18Q: 3 clusters Score -8091386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8091391.000000 Penalty: 3631.227783
	Iteration 19Q: 3 clusters Score -8091391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8091403.000000 Penalty: 3631.227783
	Iteration 20F: 3 clusters Score -8091403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8091406.500000 Penalty: 3631.227783
	Iteration 21Q: 3 clusters Score -8091406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8091408.000000 Penalty: 3631.227783
	Iteration 22Q: 3 clusters Score -8091408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8091409.000000 Penalty: 3631.227783
	Iteration 23Q: 3 clusters Score -8091409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8091409.000000 Penalty: 3631.227783
	Iteration 24F: 3 clusters Score -8091409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -476324.468750 Penalty: 1358.168945
	Iteration 0F: 2 clusters Score -476324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -472822.750000 Penalty: 2716.337891
	Iteration 0F: 3 clusters Score -472822.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -473728.343750 Penalty: 2716.337891
	Iteration 1F: 3 clusters Score -473728.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -473873.218750 Penalty: 2716.337891
	Iteration 2F: 3 clusters Score -473873.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -473974.062500 Penalty: 2716.337891
	Iteration 3Q: 3 clusters Score -473974.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -474036.812500 Penalty: 2716.337891
	Iteration 4Q: 3 clusters Score -474036.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -474082.593750 Penalty: 2716.337891
	Iteration 5Q: 3 clusters Score -474082.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -474121.468750 Penalty: 2716.337891
	Iteration 6Q: 3 clusters Score -474121.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -474151.375000 Penalty: 2716.337891
	Iteration 7Q: 3 clusters Score -474151.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -474181.718750 Penalty: 2716.337891
	Iteration 8Q: 3 clusters Score -474181.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -474215.812500 Penalty: 2716.337891
	Iteration 9Q: 3 clusters Score -474215.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -474253.500000 Penalty: 2716.337891
	Iteration 10Q: 3 clusters Score -474253.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -474292.187500 Penalty: 2716.337891
	Iteration 11Q: 3 clusters Score -474292.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -474328.968750 Penalty: 2716.337891
	Iteration 12Q: 3 clusters Score -474329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -474374.843750 Penalty: 2716.337891
	Iteration 13Q: 3 clusters Score -474374.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -474423.125000 Penalty: 2716.337891
	Iteration 14Q: 3 clusters Score -474423.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -474465.812500 Penalty: 2716.337891
	Iteration 15Q: 3 clusters Score -474465.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -474517.406250 Penalty: 2716.337891
	Iteration 16Q: 3 clusters Score -474517.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -474575.843750 Penalty: 2716.337891
	Iteration 17Q: 3 clusters Score -474575.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -474650.968750 Penalty: 2716.337891
	Iteration 18Q: 3 clusters Score -474651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -474738.250000 Penalty: 2716.337891
	Iteration 19Q: 3 clusters Score -474738.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -474806.343750 Penalty: 2716.337891
	Iteration 20F: 3 clusters Score -474806.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -474866.937500 Penalty: 2716.337891
	Iteration 21Q: 3 clusters Score -474866.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -474933.281250 Penalty: 2716.337891
	Iteration 22Q: 3 clusters Score -474933.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -474982.312500 Penalty: 2716.337891
	Iteration 23Q: 3 clusters Score -474982.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -475013.968750 Penalty: 2716.337891
	Iteration 24Q: 3 clusters Score -475014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -475044.593750 Penalty: 2716.337891
	Iteration 25Q: 3 clusters Score -475044.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -475068.968750 Penalty: 2716.337891
	Iteration 26Q: 3 clusters Score -475069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -475087.500000 Penalty: 2716.337891
	Iteration 27Q: 3 clusters Score -475087.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -475098.593750 Penalty: 2716.337891
	Iteration 28Q: 3 clusters Score -475098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -475104.781250 Penalty: 2716.337891
	Iteration 29Q: 3 clusters Score -475104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -475114.187500 Penalty: 2716.337891
	Iteration 30Q: 3 clusters Score -475114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -475119.562500 Penalty: 2716.337891
	Iteration 31Q: 3 clusters Score -475119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -475126.562500 Penalty: 2716.337891
	Iteration 32Q: 3 clusters Score -475126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -475135.187500 Penalty: 2716.337891
	Iteration 33Q: 3 clusters Score -475135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -475140.000000 Penalty: 2716.337891
	Iteration 34Q: 3 clusters Score -475140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -475143.281250 Penalty: 2716.337891
	Iteration 35Q: 3 clusters Score -475143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -475146.468750 Penalty: 2716.337891
	Iteration 36Q: 3 clusters Score -475146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -475148.125000 Penalty: 2716.337891
	Iteration 37Q: 3 clusters Score -475148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -475149.968750 Penalty: 2716.337891
	Iteration 38Q: 3 clusters Score -475150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -475154.593750 Penalty: 2716.337891
	Iteration 39Q: 3 clusters Score -475154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -475161.000000 Penalty: 2716.337891
	Iteration 40F: 3 clusters Score -475161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -475170.312500 Penalty: 2716.337891
	Iteration 41Q: 3 clusters Score -475170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -475179.343750 Penalty: 2716.337891
	Iteration 42Q: 3 clusters Score -475179.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -475183.218750 Penalty: 2716.337891
	Iteration 43Q: 3 clusters Score -475183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -475188.187500 Penalty: 2716.337891
	Iteration 44Q: 3 clusters Score -475188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -475191.312500 Penalty: 2716.337891
	Iteration 45Q: 3 clusters Score -475191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -475191.312500 Penalty: 2716.337891
	Iteration 46F: 3 clusters Score -475191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -154155.046875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -154155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152410.468750 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -152410.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152731.328125 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -152731.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152814.000000 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -152814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152861.484375 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -152861.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152893.562500 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -152893.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152921.421875 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -152921.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -152935.656250 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -152935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152949.390625 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -152949.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152960.687500 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -152960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152966.546875 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -152966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152969.375000 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -152969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152971.093750 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -152971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152972.828125 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -152972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152974.843750 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -152974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152980.859375 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -152980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152989.140625 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -152989.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152994.875000 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -152994.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153000.921875 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -153000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153005.968750 Penalty: 2365.105469
	Iteration 18Q: 3 clusters Score -153006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153009.265625 Penalty: 2365.105469
	Iteration 19Q: 3 clusters Score -153009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153010.484375 Penalty: 2365.105469
	Iteration 20F: 3 clusters Score -153010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153011.578125 Penalty: 2365.105469
	Iteration 21Q: 3 clusters Score -153011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -153012.812500 Penalty: 2365.105469
	Iteration 22Q: 3 clusters Score -153012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -153013.031250 Penalty: 2365.105469
	Iteration 23Q: 3 clusters Score -153013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -153013.031250 Penalty: 2365.105469
	Iteration 24F: 3 clusters Score -153013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11566.863281 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10973.878906 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -10973.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11040.009766 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11040.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11064.406250 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11064.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11073.591797 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11073.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11073.591797 Penalty: 1617.438477
	Iteration 4F: 3 clusters Score -11073.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Entering Unmasked Estep 
Score: -1027761.187500 Penalty: 1479.197754
	Iteration 0F: 2 clusters Score -1027761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1021146.500000 Penalty: 2958.395508
	Iteration 0F: 3 clusters Score -1021146 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1023223.625000 Penalty: 2958.395508
	Iteration 1F: 3 clusters Score -1023224 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1023472.687500 Penalty: 2958.395508
	Iteration 2F: 3 clusters Score -1023473 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1023676.437500 Penalty: 2958.395508
	Iteration 3F: 3 clusters Score -1023676 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1023854.000000 Penalty: 2958.395508
	Iteration 4Q: 3 clusters Score -1023854 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1024063.500000 Penalty: 2958.395508
	Iteration 5Q: 3 clusters Score -1024064 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1024322.062500 Penalty: 2958.395508
	Iteration 6Q: 3 clusters Score -1024322 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1024616.000000 Penalty: 2958.395508
	Iteration 7Q: 3 clusters Score -1024616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1024907.062500 Penalty: 2958.395508
	Iteration 8Q: 3 clusters Score -1024907 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1025237.437500 Penalty: 2958.395508
	Iteration 9F: 3 clusters Score -1025237 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1025559.625000 Penalty: 2958.395508
	Iteration 10Q: 3 clusters Score -1025560 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1025843.875000 Penalty: 2958.395508
	Iteration 11Q: 3 clusters Score -1025844 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1026019.250000 Penalty: 2958.395508
	Iteration 12Q: 3 clusters Score -1026019 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1026116.437500 Penalty: 2958.395508
	Iteration 13Q: 3 clusters Score -1026116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1026173.625000 Penalty: 2958.395508
	Iteration 14Q: 3 clusters Score -1026174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1026207.187500 Penalty: 2958.395508
	Iteration 15Q: 3 clusters Score -1026207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1026228.875000 Penalty: 2958.395508
	Iteration 16Q: 3 clusters Score -1026229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1026246.687500 Penalty: 2958.395508
	Iteration 17Q: 3 clusters Score -1026247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1026262.937500 Penalty: 2958.395508
	Iteration 18Q: 3 clusters Score -1026263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1026276.562500 Penalty: 2958.395508
	Iteration 19Q: 3 clusters Score -1026277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1026286.750000 Penalty: 2958.395508
	Iteration 20F: 3 clusters Score -1026287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1026301.875000 Penalty: 2958.395508
	Iteration 21Q: 3 clusters Score -1026302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1026318.750000 Penalty: 2958.395508
	Iteration 22Q: 3 clusters Score -1026319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1026336.187500 Penalty: 2958.395508
	Iteration 23Q: 3 clusters Score -1026336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1026351.625000 Penalty: 2958.395508
	Iteration 24Q: 3 clusters Score -1026352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1026364.562500 Penalty: 2958.395508
	Iteration 25Q: 3 clusters Score -1026365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1026373.375000 Penalty: 2958.395508
	Iteration 26Q: 3 clusters Score -1026373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1026382.812500 Penalty: 2958.395508
	Iteration 27Q: 3 clusters Score -1026383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1026390.812500 Penalty: 2958.395508
	Iteration 28Q: 3 clusters Score -1026391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1026403.562500 Penalty: 2958.395508
	Iteration 29Q: 3 clusters Score -1026404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1026411.937500 Penalty: 2958.395508
	Iteration 30Q: 3 clusters Score -1026412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1026420.812500 Penalty: 2958.395508
	Iteration 31Q: 3 clusters Score -1026421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1026430.250000 Penalty: 2958.395508
	Iteration 32Q: 3 clusters Score -1026430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1026432.875000 Penalty: 2958.395508
	Iteration 33Q: 3 clusters Score -1026433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1026438.062500 Penalty: 2958.395508
	Iteration 34Q: 3 clusters Score -1026438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1026442.937500 Penalty: 2958.395508
	Iteration 35Q: 3 clusters Score -1026443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1026448.625000 Penalty: 2958.395508
	Iteration 36Q: 3 clusters Score -1026449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1026450.937500 Penalty: 2958.395508
	Iteration 37Q: 3 clusters Score -1026451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1026452.750000 Penalty: 2958.395508
	Iteration 38Q: 3 clusters Score -1026453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1026457.812500 Penalty: 2958.395508
	Iteration 39Q: 3 clusters Score -1026458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1026461.562500 Penalty: 2958.395508
	Iteration 40F: 3 clusters Score -1026462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1026462.750000 Penalty: 2958.395508
	Iteration 41Q: 3 clusters Score -1026463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1026463.437500 Penalty: 2958.395508
	Iteration 42Q: 3 clusters Score -1026463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1026460.625000 Penalty: 2958.395508
	Iteration 43Q: 3 clusters Score -1026461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1026460.312500 Penalty: 2958.395508
	Iteration 44Q: 3 clusters Score -1026460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1026463.812500 Penalty: 2958.395508
	Iteration 45Q: 3 clusters Score -1026464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1026465.375000 Penalty: 2958.395508
	Iteration 46Q: 3 clusters Score -1026465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1026470.437500 Penalty: 2958.395508
	Iteration 47Q: 3 clusters Score -1026470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1026467.375000 Penalty: 2958.395508
	Iteration 48Q: 3 clusters Score -1026467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1026470.062500 Penalty: 2958.395508
	Iteration 49Q: 3 clusters Score -1026470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1026470.062500 Penalty: 2958.395508
	Iteration 50F: 3 clusters Score -1026470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Entering Unmasked Estep 
Score: -1523372.000000 Penalty: 1551.124756
	Iteration 0F: 2 clusters Score -1523372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1513607.250000 Penalty: 3102.249512
	Iteration 0F: 3 clusters Score -1513607 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1516947.250000 Penalty: 3102.249512
	Iteration 1F: 3 clusters Score -1516947 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1517208.375000 Penalty: 3102.249512
	Iteration 2F: 3 clusters Score -1517208 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1517423.750000 Penalty: 3102.249512
	Iteration 3Q: 3 clusters Score -1517424 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1517618.750000 Penalty: 3102.249512
	Iteration 4Q: 3 clusters Score -1517619 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1517810.750000 Penalty: 3102.249512
	Iteration 5Q: 3 clusters Score -1517811 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1518036.750000 Penalty: 3102.249512
	Iteration 6Q: 3 clusters Score -1518037 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1518336.750000 Penalty: 3102.249512
	Iteration 7Q: 3 clusters Score -1518337 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1518717.250000 Penalty: 3102.249512
	Iteration 8Q: 3 clusters Score -1518717 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1519215.625000 Penalty: 3102.249512
	Iteration 9F: 3 clusters Score -1519216 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1519805.625000 Penalty: 3102.249512
	Iteration 10F: 3 clusters Score -1519806 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1520387.250000 Penalty: 3102.249512
	Iteration 11F: 3 clusters Score -1520387 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1520899.750000 Penalty: 3102.249512
	Iteration 12Q: 3 clusters Score -1520900 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1521235.750000 Penalty: 3102.249512
	Iteration 13Q: 3 clusters Score -1521236 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1521510.375000 Penalty: 3102.249512
	Iteration 14Q: 3 clusters Score -1521510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1521705.625000 Penalty: 3102.249512
	Iteration 15Q: 3 clusters Score -1521706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1521836.250000 Penalty: 3102.249512
	Iteration 16Q: 3 clusters Score -1521836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1521951.625000 Penalty: 3102.249512
	Iteration 17Q: 3 clusters Score -1521952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1522029.125000 Penalty: 3102.249512
	Iteration 18Q: 3 clusters Score -1522029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1522057.625000 Penalty: 3102.249512
	Iteration 19Q: 3 clusters Score -1522058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1522080.500000 Penalty: 3102.249512
	Iteration 20F: 3 clusters Score -1522080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1522091.875000 Penalty: 3102.249512
	Iteration 21Q: 3 clusters Score -1522092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1522102.875000 Penalty: 3102.249512
	Iteration 22Q: 3 clusters Score -1522103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1522109.750000 Penalty: 3102.249512
	Iteration 23Q: 3 clusters Score -1522110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1522111.875000 Penalty: 3102.249512
	Iteration 24Q: 3 clusters Score -1522112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1522114.125000 Penalty: 3102.249512
	Iteration 25Q: 3 clusters Score -1522114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1522120.375000 Penalty: 3102.249512
	Iteration 26Q: 3 clusters Score -1522120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1522125.000000 Penalty: 3102.249512
	Iteration 27Q: 3 clusters Score -1522125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1522125.125000 Penalty: 3102.249512
	Iteration 28Q: 3 clusters Score -1522125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1522127.875000 Penalty: 3102.249512
	Iteration 29Q: 3 clusters Score -1522128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1522129.625000 Penalty: 3102.249512
	Iteration 30Q: 3 clusters Score -1522130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1522129.000000 Penalty: 3102.249512
	Iteration 31Q: 3 clusters Score -1522129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1522129.875000 Penalty: 3102.249512
	Iteration 32Q: 3 clusters Score -1522130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1522136.750000 Penalty: 3102.249512
	Iteration 33Q: 3 clusters Score -1522137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1522135.000000 Penalty: 3102.249512
	Iteration 34Q: 3 clusters Score -1522135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1522138.875000 Penalty: 3102.249512
	Iteration 35Q: 3 clusters Score -1522139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1522142.000000 Penalty: 3102.249512
	Iteration 36Q: 3 clusters Score -1522142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1522146.250000 Penalty: 3102.249512
	Iteration 37Q: 3 clusters Score -1522146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1522149.375000 Penalty: 3102.249512
	Iteration 38Q: 3 clusters Score -1522149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1522149.375000 Penalty: 3102.249512
	Iteration 39Q: 3 clusters Score -1522149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1522150.750000 Penalty: 3102.249512
	Iteration 40F: 3 clusters Score -1522151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1522151.625000 Penalty: 3102.249512
	Iteration 41Q: 3 clusters Score -1522152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1522151.625000 Penalty: 3102.249512
	Iteration 42F: 3 clusters Score -1522152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1077128.625000 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -1077129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1070235.625000 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -1070236 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1072447.625000 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -1072448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1072643.500000 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -1072644 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1072774.875000 Penalty: 2980.668457
	Iteration 3Q: 3 clusters Score -1072775 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1072875.250000 Penalty: 2980.668457
	Iteration 4Q: 3 clusters Score -1072875 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1072976.250000 Penalty: 2980.668457
	Iteration 5Q: 3 clusters Score -1072976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1073096.125000 Penalty: 2980.668457
	Iteration 6Q: 3 clusters Score -1073096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1073218.250000 Penalty: 2980.668457
	Iteration 7Q: 3 clusters Score -1073218 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1073364.375000 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -1073364 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1073535.875000 Penalty: 2980.668457
	Iteration 9Q: 3 clusters Score -1073536 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1073779.750000 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -1073780 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1074082.750000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -1074083 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1074397.625000 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -1074398 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1074661.375000 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -1074661 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1074939.375000 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -1074939 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1075151.250000 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -1075151 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1075316.125000 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -1075316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1075444.125000 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -1075444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1075563.125000 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -1075563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1075641.250000 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -1075641 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1075699.625000 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -1075700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1075739.375000 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -1075739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1075759.500000 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -1075760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1075770.750000 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -1075771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1075779.125000 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -1075779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1075787.375000 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -1075787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1075788.875000 Penalty: 2980.668457
	Iteration 26Q: 3 clusters Score -1075789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1075796.125000 Penalty: 2980.668457
	Iteration 27Q: 3 clusters Score -1075796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1075800.125000 Penalty: 2980.668457
	Iteration 28Q: 3 clusters Score -1075800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1075801.375000 Penalty: 2980.668457
	Iteration 29Q: 3 clusters Score -1075801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1075800.875000 Penalty: 2980.668457
	Iteration 30Q: 3 clusters Score -1075801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1075802.750000 Penalty: 2980.668457
	Iteration 31Q: 3 clusters Score -1075803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1075802.125000 Penalty: 2980.668457
	Iteration 32Q: 3 clusters Score -1075802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1075803.750000 Penalty: 2980.668457
	Iteration 33Q: 3 clusters Score -1075804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1075805.875000 Penalty: 2980.668457
	Iteration 34Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1075806.125000 Penalty: 2980.668457
	Iteration 35Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1075805.500000 Penalty: 2980.668457
	Iteration 36Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1075806.375000 Penalty: 2980.668457
	Iteration 37Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1075806.375000 Penalty: 2980.668457
	Iteration 38Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1075805.875000 Penalty: 2980.668457
	Iteration 39Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1075805.125000 Penalty: 2980.668457
	Iteration 40F: 3 clusters Score -1075805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1075806.125000 Penalty: 2980.668457
	Iteration 41Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1075806.375000 Penalty: 2980.668457
	Iteration 42Q: 3 clusters Score -1075806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1075805.750000 Penalty: 2980.668457
	Iteration 43Q: 3 clusters Score -1075806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1075805.750000 Penalty: 2980.668457
	Iteration 44F: 3 clusters Score -1075806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -129189.796875 Penalty: 1149.543945
	Iteration 0F: 2 clusters Score -129189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127643.289062 Penalty: 2299.087891
	Iteration 0F: 3 clusters Score -127643.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127918.617188 Penalty: 2299.087891
	Iteration 1F: 3 clusters Score -127918.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127989.007812 Penalty: 2299.087891
	Iteration 2F: 3 clusters Score -127989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128030.570312 Penalty: 2299.087891
	Iteration 3Q: 3 clusters Score -128030.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128049.367188 Penalty: 2299.087891
	Iteration 4Q: 3 clusters Score -128049.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128064.843750 Penalty: 2299.087891
	Iteration 5Q: 3 clusters Score -128064.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128074.195312 Penalty: 2299.087891
	Iteration 6Q: 3 clusters Score -128074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128081.437500 Penalty: 2299.087891
	Iteration 7Q: 3 clusters Score -128081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128083.914062 Penalty: 2299.087891
	Iteration 8Q: 3 clusters Score -128083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128086.484375 Penalty: 2299.087891
	Iteration 9Q: 3 clusters Score -128086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128087.328125 Penalty: 2299.087891
	Iteration 10Q: 3 clusters Score -128087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128087.328125 Penalty: 2299.087891
	Iteration 11F: 3 clusters Score -128087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -2004887.250000 Penalty: 1591.190552
	Iteration 0F: 2 clusters Score -2004887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1992714.250000 Penalty: 3182.381104
	Iteration 0F: 3 clusters Score -1992714 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1996789.500000 Penalty: 3182.381104
	Iteration 1F: 3 clusters Score -1996790 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1997059.500000 Penalty: 3182.381104
	Iteration 2Q: 3 clusters Score -1997060 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1997283.875000 Penalty: 3182.381104
	Iteration 3Q: 3 clusters Score -1997284 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1997484.875000 Penalty: 3182.381104
	Iteration 4Q: 3 clusters Score -1997485 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1997636.250000 Penalty: 3182.381104
	Iteration 5Q: 3 clusters Score -1997636 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1997786.250000 Penalty: 3182.381104
	Iteration 6Q: 3 clusters Score -1997786 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1997955.250000 Penalty: 3182.381104
	Iteration 7Q: 3 clusters Score -1997955 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1998202.000000 Penalty: 3182.381104
	Iteration 8Q: 3 clusters Score -1998202 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1998613.375000 Penalty: 3182.381104
	Iteration 9Q: 3 clusters Score -1998613 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1999182.500000 Penalty: 3182.381104
	Iteration 10F: 3 clusters Score -1999182 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1999977.625000 Penalty: 3182.381104
	Iteration 11F: 3 clusters Score -1999978 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2000969.125000 Penalty: 3182.381104
	Iteration 12F: 3 clusters Score -2000969 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2002031.625000 Penalty: 3182.381104
	Iteration 13F: 3 clusters Score -2002032 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2002812.000000 Penalty: 3182.381104
	Iteration 14Q: 3 clusters Score -2002812 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2003168.375000 Penalty: 3182.381104
	Iteration 15Q: 3 clusters Score -2003168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2003336.875000 Penalty: 3182.381104
	Iteration 16Q: 3 clusters Score -2003337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2003432.875000 Penalty: 3182.381104
	Iteration 17Q: 3 clusters Score -2003433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2003474.000000 Penalty: 3182.381104
	Iteration 18Q: 3 clusters Score -2003474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2003489.875000 Penalty: 3182.381104
	Iteration 19Q: 3 clusters Score -2003490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2003511.500000 Penalty: 3182.381104
	Iteration 20F: 3 clusters Score -2003512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2003532.625000 Penalty: 3182.381104
	Iteration 21Q: 3 clusters Score -2003533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2003542.375000 Penalty: 3182.381104
	Iteration 22Q: 3 clusters Score -2003542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2003545.375000 Penalty: 3182.381104
	Iteration 23Q: 3 clusters Score -2003545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2003548.875000 Penalty: 3182.381104
	Iteration 24Q: 3 clusters Score -2003549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2003551.375000 Penalty: 3182.381104
	Iteration 25Q: 3 clusters Score -2003551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2003551.500000 Penalty: 3182.381104
	Iteration 26Q: 3 clusters Score -2003552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2003551.500000 Penalty: 3182.381104
	Iteration 27F: 3 clusters Score -2003552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -184718.500000 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -184718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182827.593750 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -182827.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183296.093750 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -183296.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183426.312500 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -183426.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183506.562500 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -183506.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183562.140625 Penalty: 2418.238525
	Iteration 4Q: 3 clusters Score -183562.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -183600.828125 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -183600.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -183629.218750 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -183629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183659.968750 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -183660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -183692.421875 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -183692.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -183736.015625 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -183736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183777.671875 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -183777.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -183805.437500 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -183805.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -183832.796875 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -183832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -183860.750000 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -183860.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -183879.437500 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -183879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183894.890625 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -183894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -183902.906250 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -183902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -183908.921875 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -183908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -183914.484375 Penalty: 2418.238525
	Iteration 18Q: 3 clusters Score -183914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -183919.000000 Penalty: 2418.238525
	Iteration 19Q: 3 clusters Score -183919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -183919.781250 Penalty: 2418.238525
	Iteration 20F: 3 clusters Score -183919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 51843 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118396 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 279Q: 18 clusters Score -6.475105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44234 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151318 members 
Mstep: Class 5 contains 51851 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118396 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751064.000000 Penalty: 36686.867188
Iteration 280F: 18 clusters Score -6.475106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44231 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151313 members 
Mstep: Class 5 contains 51862 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118393 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751080.000000 Penalty: 36686.867188
Iteration 281Q: 18 clusters Score -6.475108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44229 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151311 members 
Mstep: Class 5 contains 51873 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118387 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 282Q: 18 clusters Score -6.475107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44228 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151303 members 
Mstep: Class 5 contains 51884 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118385 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 283Q: 18 clusters Score -6.47511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151296 members 
Mstep: Class 5 contains 51894 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118381 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 284Q: 18 clusters Score -6.475112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151293 members 
Mstep: Class 5 contains 51904 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118375 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 285Q: 18 clusters Score -6.47511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151291 members 
Mstep: Class 5 contains 51912 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118370 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 286Q: 18 clusters Score -6.475109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151286 members 
Mstep: Class 5 contains 51919 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118366 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 36686.867188
Iteration 287Q: 18 clusters Score -6.47511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151283 members 
Mstep: Class 5 contains 51925 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118362 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 288Q: 18 clusters Score -6.475109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151277 members 
Mstep: Class 5 contains 51929 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118362 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 289Q: 18 clusters Score -6.475112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151274 members 
Mstep: Class 5 contains 51938 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118357 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 290Q: 18 clusters Score -6.47511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151271 members 
Mstep: Class 5 contains 51947 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118352 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 291Q: 18 clusters Score -6.47511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44224 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151271 members 
Mstep: Class 5 contains 51954 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118346 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 292Q: 18 clusters Score -6.47511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151268 members 
Mstep: Class 5 contains 51957 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118343 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751112.000000 Penalty: 36686.867188
Iteration 293Q: 18 clusters Score -6.475111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151266 members 
Mstep: Class 5 contains 51958 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118341 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17890 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 294Q: 18 clusters Score -6.47511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151264 members 
Mstep: Class 5 contains 51959 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118339 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13980 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17893 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 36686.867188
Iteration 295Q: 18 clusters Score -6.47511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151260 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118339 members 
Mstep: Class 8 contains 71184 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13981 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17895 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751108.000000 Penalty: 36686.867188
Iteration 296Q: 18 clusters Score -6.475111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86333 members 
Mstep: Class 4 contains 151260 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118337 members 
Mstep: Class 8 contains 71182 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17897 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751128.000000 Penalty: 36686.867188
Iteration 297Q: 18 clusters Score -6.475113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151260 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118335 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17902 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751152.000000 Penalty: 36686.867188
Iteration 298Q: 18 clusters Score -6.475115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151259 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118334 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17904 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751152.000000 Penalty: 36686.867188
Iteration 299Q: 18 clusters Score -6.475115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151258 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118332 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17907 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751148.000000 Penalty: 36686.867188
Iteration 300F: 18 clusters Score -6.475115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151258 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118329 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17911 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751132.000000 Penalty: 36686.867188
Iteration 301Q: 18 clusters Score -6.475113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151257 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118328 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17913 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 302Q: 18 clusters Score -6.475112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151257 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118327 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751124.000000 Penalty: 36686.867188
Iteration 303Q: 18 clusters Score -6.475112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151255 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118326 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751112.000000 Penalty: 36686.867188
Iteration 304Q: 18 clusters Score -6.475111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51961 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118325 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 17919 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751104.000000 Penalty: 36686.867188
Iteration 305Q: 18 clusters Score -6.47511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44225 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51962 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118321 members 
Mstep: Class 8 contains 71182 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 17922 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 36686.867188
Iteration 306Q: 18 clusters Score -6.475112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44224 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151255 members 
Mstep: Class 5 contains 51964 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118317 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 17924 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751108.000000 Penalty: 36686.867188
Iteration 307Q: 18 clusters Score -6.475111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151255 members 
Mstep: Class 5 contains 51968 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118310 members 
Mstep: Class 8 contains 71185 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17926 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 36686.867188
Iteration 308Q: 18 clusters Score -6.475109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151256 members 
Mstep: Class 5 contains 51970 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118305 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17928 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751040.000000 Penalty: 36686.867188
Iteration 309Q: 18 clusters Score -6.475104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151256 members 
Mstep: Class 5 contains 51970 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 118300 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751052.000000 Penalty: 36686.867188
Iteration 310Q: 18 clusters Score -6.475105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44223 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151256 members 
Mstep: Class 5 contains 51970 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118296 members 
Mstep: Class 8 contains 71186 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13982 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751068.000000 Penalty: 36686.867188
Iteration 311Q: 18 clusters Score -6.475107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44224 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51970 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118294 members 
Mstep: Class 8 contains 71187 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751064.000000 Penalty: 36686.867188
Iteration 312Q: 18 clusters Score -6.475106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151253 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118290 members 
Mstep: Class 8 contains 71187 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9616 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17941 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 36686.867188
Iteration 313Q: 18 clusters Score -6.475109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151253 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118288 members 
Mstep: Class 8 contains 71187 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17942 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 36686.867188
Iteration 314Q: 18 clusters Score -6.475107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118288 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751068.000000 Penalty: 36686.867188
Iteration 315Q: 18 clusters Score -6.475107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118286 members 
Mstep: Class 8 contains 71189 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751068.000000 Penalty: 36686.867188
Iteration 316Q: 18 clusters Score -6.475107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151254 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118284 members 
Mstep: Class 8 contains 71190 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751048.000000 Penalty: 36686.867188
Iteration 317Q: 18 clusters Score -6.475105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151256 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118281 members 
Mstep: Class 8 contains 71190 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751036.000000 Penalty: 36686.867188
Iteration 318Q: 18 clusters Score -6.475104e+07 nChanged 6
Entering ConstructFrom: 
Score: -64751036.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -204207.125000 Penalty: 1227.238647
	Iteration 0F: 2 clusters Score -204207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -202188.140625 Penalty: 2454.477295
	Iteration 0F: 3 clusters Score -202188.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -202621.796875 Penalty: 2454.477295
	Iteration 1F: 3 clusters Score -202621.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202731.531250 Penalty: 2454.477295
	Iteration 2F: 3 clusters Score -202731.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202791.671875 Penalty: 2454.477295
	Iteration 3Q: 3 clusters Score -202791.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -202831.390625 Penalty: 2454.477295
	Iteration 4Q: 3 clusters Score -202831.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202865.953125 Penalty: 2454.477295
	Iteration 5Q: 3 clusters Score -202866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -202890.187500 Penalty: 2454.477295
	Iteration 6Q: 3 clusters Score -202890.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202910.984375 Penalty: 2454.477295
	Iteration 7Q: 3 clusters Score -202911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -202927.078125 Penalty: 2454.477295
	Iteration 8Q: 3 clusters Score -202927.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -202941.093750 Penalty: 2454.477295
	Iteration 9Q: 3 clusters Score -202941.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -202956.625000 Penalty: 2454.477295
	Iteration 10Q: 3 clusters Score -202956.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -202974.968750 Penalty: 2454.477295
	Iteration 11Q: 3 clusters Score -202975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -202991.250000 Penalty: 2454.477295
	Iteration 12Q: 3 clusters Score -202991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -203011.234375 Penalty: 2454.477295
	Iteration 13Q: 3 clusters Score -203011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203030.312500 Penalty: 2454.477295
	Iteration 14Q: 3 clusters Score -203030.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203046.921875 Penalty: 2454.477295
	Iteration 15Q: 3 clusters Score -203046.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203060.703125 Penalty: 2454.477295
	Iteration 16Q: 3 clusters Score -203060.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -203073.796875 Penalty: 2454.477295
	Iteration 17Q: 3 clusters Score -203073.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -203085.468750 Penalty: 2454.477295
	Iteration 18Q: 3 clusters Score -203085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -203094.062500 Penalty: 2454.477295
	Iteration 19Q: 3 clusters Score -203094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -203102.640625 Penalty: 2454.477295
	Iteration 20F: 3 clusters Score -203102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -203109.984375 Penalty: 2454.477295
	Iteration 21Q: 3 clusters Score -203110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203118.562500 Penalty: 2454.477295
	Iteration 22Q: 3 clusters Score -203118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -203122.109375 Penalty: 2454.477295
	Iteration 23Q: 3 clusters Score -203122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -203125.250000 Penalty: 2454.477295
	Iteration 24Q: 3 clusters Score -203125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -203126.734375 Penalty: 2454.477295
	Iteration 25Q: 3 clusters Score -203126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -203128.562500 Penalty: 2454.477295
	Iteration 26Q: 3 clusters Score -203128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -203129.812500 Penalty: 2454.477295
	Iteration 27Q: 3 clusters Score -203129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -203130.468750 Penalty: 2454.477295
	Iteration 28Q: 3 clusters Score -203130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -203130.718750 Penalty: 2454.477295
	Iteration 29Q: 3 clusters Score -203130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -203131.062500 Penalty: 2454.477295
	Iteration 30Q: 3 clusters Score -203131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -203131.062500 Penalty: 2454.477295
	Iteration 31F: 3 clusters Score -203131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Entering Unmasked Estep 
Score: -5048155.000000 Penalty: 1738.273560
	Iteration 0F: 2 clusters Score -5048155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5018498.000000 Penalty: 3476.547119
	Iteration 0F: 3 clusters Score -5018498 nChanged 20659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5030567.000000 Penalty: 3476.547119
	Iteration 1F: 3 clusters Score -5030567 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5031167.500000 Penalty: 3476.547119
	Iteration 2Q: 3 clusters Score -5031168 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5031807.000000 Penalty: 3476.547119
	Iteration 3Q: 3 clusters Score -5031807 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5032522.500000 Penalty: 3476.547119
	Iteration 4Q: 3 clusters Score -5032522 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5033446.500000 Penalty: 3476.547119
	Iteration 5Q: 3 clusters Score -5033446 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5034636.000000 Penalty: 3476.547119
	Iteration 6F: 3 clusters Score -5034636 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5036100.500000 Penalty: 3476.547119
	Iteration 7F: 3 clusters Score -5036100 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -5037770.500000 Penalty: 3476.547119
	Iteration 8F: 3 clusters Score -5037770 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5039350.500000 Penalty: 3476.547119
	Iteration 9F: 3 clusters Score -5039350 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5040546.000000 Penalty: 3476.547119
	Iteration 10Q: 3 clusters Score -5040546 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -5041377.500000 Penalty: 3476.547119
	Iteration 11Q: 3 clusters Score -5041378 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5041844.000000 Penalty: 3476.547119
	Iteration 12Q: 3 clusters Score -5041844 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5042183.500000 Penalty: 3476.547119
	Iteration 13Q: 3 clusters Score -5042184 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5042515.500000 Penalty: 3476.547119
	Iteration 14Q: 3 clusters Score -5042516 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5042805.500000 Penalty: 3476.547119
	Iteration 15Q: 3 clusters Score -5042806 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5043077.000000 Penalty: 3476.547119
	Iteration 16Q: 3 clusters Score -5043077 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -5043366.000000 Penalty: 3476.547119
	Iteration 17Q: 3 clusters Score -5043366 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5043632.000000 Penalty: 3476.547119
	Iteration 18Q: 3 clusters Score -5043632 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5043871.500000 Penalty: 3476.547119
	Iteration 19Q: 3 clusters Score -5043872 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5044103.500000 Penalty: 3476.547119
	Iteration 20F: 3 clusters Score -5044104 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -5044306.000000 Penalty: 3476.547119
	Iteration 21Q: 3 clusters Score -5044306 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -5044484.000000 Penalty: 3476.547119
	Iteration 22Q: 3 clusters Score -5044484 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -5044629.500000 Penalty: 3476.547119
	Iteration 23Q: 3 clusters Score -5044630 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5044772.500000 Penalty: 3476.547119
	Iteration 24Q: 3 clusters Score -5044772 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5044897.000000 Penalty: 3476.547119
	Iteration 25Q: 3 clusters Score -5044897 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5045036.000000 Penalty: 3476.547119
	Iteration 26Q: 3 clusters Score -5045036 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5045141.500000 Penalty: 3476.547119
	Iteration 27Q: 3 clusters Score -5045142 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5045251.500000 Penalty: 3476.547119
	Iteration 28Q: 3 clusters Score -5045252 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5045341.000000 Penalty: 3476.547119
	Iteration 29Q: 3 clusters Score -5045341 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5045443.000000 Penalty: 3476.547119
	Iteration 30Q: 3 clusters Score -5045443 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5045551.000000 Penalty: 3476.547119
	Iteration 31Q: 3 clusters Score -5045551 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5045656.000000 Penalty: 3476.547119
	Iteration 32Q: 3 clusters Score -5045656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5045779.500000 Penalty: 3476.547119
	Iteration 33Q: 3 clusters Score -5045780 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -5045894.500000 Penalty: 3476.547119
	Iteration 34Q: 3 clusters Score -5045894 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5046002.000000 Penalty: 3476.547119
	Iteration 35Q: 3 clusters Score -5046002 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5046104.500000 Penalty: 3476.547119
	Iteration 36Q: 3 clusters Score -5046104 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5046191.500000 Penalty: 3476.547119
	Iteration 37Q: 3 clusters Score -5046192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5046312.000000 Penalty: 3476.547119
	Iteration 38Q: 3 clusters Score -5046312 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5046400.500000 Penalty: 3476.547119
	Iteration 39Q: 3 clusters Score -5046400 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5046497.500000 Penalty: 3476.547119
	Iteration 40F: 3 clusters Score -5046498 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5046595.500000 Penalty: 3476.547119
	Iteration 41Q: 3 clusters Score -5046596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5046644.500000 Penalty: 3476.547119
	Iteration 42Q: 3 clusters Score -5046644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5046696.000000 Penalty: 3476.547119
	Iteration 43Q: 3 clusters Score -5046696 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5046725.000000 Penalty: 3476.547119
	Iteration 44Q: 3 clusters Score -5046725 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5046774.500000 Penalty: 3476.547119
	Iteration 45Q: 3 clusters Score -5046774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5046802.000000 Penalty: 3476.547119
	Iteration 46Q: 3 clusters Score -5046802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5046836.000000 Penalty: 3476.547119
	Iteration 47Q: 3 clusters Score -5046836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5046853.500000 Penalty: 3476.547119
	Iteration 48Q: 3 clusters Score -5046854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5046887.500000 Penalty: 3476.547119
	Iteration 49Q: 3 clusters Score -5046888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5046921.500000 Penalty: 3476.547119
	Iteration 50Q: 3 clusters Score -5046922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5046938.500000 Penalty: 3476.547119
	Iteration 51Q: 3 clusters Score -5046938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5046953.500000 Penalty: 3476.547119
	Iteration 52Q: 3 clusters Score -5046954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5046977.500000 Penalty: 3476.547119
	Iteration 53Q: 3 clusters Score -5046978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5046986.000000 Penalty: 3476.547119
	Iteration 54Q: 3 clusters Score -5046986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5047002.500000 Penalty: 3476.547119
	Iteration 55Q: 3 clusters Score -5047002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5047015.500000 Penalty: 3476.547119
	Iteration 56Q: 3 clusters Score -5047016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5047023.000000 Penalty: 3476.547119
	Iteration 57Q: 3 clusters Score -5047023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5047037.000000 Penalty: 3476.547119
	Iteration 58Q: 3 clusters Score -5047037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5047037.000000 Penalty: 3476.547119
	Iteration 59Q: 3 clusters Score -5047037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5047047.000000 Penalty: 3476.547119
	Iteration 60F: 3 clusters Score -5047047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5047061.500000 Penalty: 3476.547119
	Iteration 61Q: 3 clusters Score -5047062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5047059.000000 Penalty: 3476.547119
	Iteration 62Q: 3 clusters Score -5047059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5047064.500000 Penalty: 3476.547119
	Iteration 63Q: 3 clusters Score -5047064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5047072.500000 Penalty: 3476.547119
	Iteration 64Q: 3 clusters Score -5047072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5047078.000000 Penalty: 3476.547119
	Iteration 65Q: 3 clusters Score -5047078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5047077.500000 Penalty: 3476.547119
	Iteration 66Q: 3 clusters Score -5047078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5047081.500000 Penalty: 3476.547119
	Iteration 67Q: 3 clusters Score -5047082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5047083.500000 Penalty: 3476.547119
	Iteration 68Q: 3 clusters Score -5047084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5047088.000000 Penalty: 3476.547119
	Iteration 69Q: 3 clusters Score -5047088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5047088.000000 Penalty: 3476.547119
	Iteration 70Q: 3 clusters Score -5047088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5047099.500000 Penalty: 3476.547119
	Iteration 71Q: 3 clusters Score -5047100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5047100.500000 Penalty: 3476.547119
	Iteration 72Q: 3 clusters Score -5047100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5047102.000000 Penalty: 3476.547119
	Iteration 73Q: 3 clusters Score -5047102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5047100.500000 Penalty: 3476.547119
	Iteration 74Q: 3 clusters Score -5047100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5047100.500000 Penalty: 3476.547119
	Iteration 75F: 3 clusters Score -5047100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Entering Unmasked Estep 
Score: -9653513.000000 Penalty: 1846.967773
	Iteration 0F: 2 clusters Score -9653513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -9595893.000000 Penalty: 3693.935547
	Iteration 0F: 3 clusters Score -9595893 nChanged 41151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -9619450.000000 Penalty: 3693.935547
	Iteration 1F: 3 clusters Score -9619450 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -9619981.000000 Penalty: 3693.935547
	Iteration 2Q: 3 clusters Score -9619981 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9620534.000000 Penalty: 3693.935547
	Iteration 3Q: 3 clusters Score -9620534 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9621142.000000 Penalty: 3693.935547
	Iteration 4Q: 3 clusters Score -9621142 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -9622048.000000 Penalty: 3693.935547
	Iteration 5Q: 3 clusters Score -9622048 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -9623348.000000 Penalty: 3693.935547
	Iteration 6Q: 3 clusters Score -9623348 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9625571.000000 Penalty: 3693.935547
	Iteration 7Q: 3 clusters Score -9625571 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -9628952.000000 Penalty: 3693.935547
	Iteration 8F: 3 clusters Score -9628952 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -9633147.000000 Penalty: 3693.935547
	Iteration 9F: 3 clusters Score -9633147 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -9636630.000000 Penalty: 3693.935547
	Iteration 10F: 3 clusters Score -9636630 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -9638516.000000 Penalty: 3693.935547
	Iteration 11Q: 3 clusters Score -9638516 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -9639460.000000 Penalty: 3693.935547
	Iteration 12Q: 3 clusters Score -9639460 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -9640172.000000 Penalty: 3693.935547
	Iteration 13Q: 3 clusters Score -9640172 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -9640869.000000 Penalty: 3693.935547
	Iteration 14Q: 3 clusters Score -9640869 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -9641558.000000 Penalty: 3693.935547
	Iteration 15Q: 3 clusters Score -9641558 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -9642252.000000 Penalty: 3693.935547
	Iteration 16Q: 3 clusters Score -9642252 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -9642962.000000 Penalty: 3693.935547
	Iteration 17Q: 3 clusters Score -9642962 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -9643701.000000 Penalty: 3693.935547
	Iteration 18Q: 3 clusters Score -9643701 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -9644546.000000 Penalty: 3693.935547
	Iteration 19Q: 3 clusters Score -9644546 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -9645369.000000 Penalty: 3693.935547
	Iteration 20F: 3 clusters Score -9645369 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -9646280.000000 Penalty: 3693.935547
	Iteration 21Q: 3 clusters Score -9646280 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -9647158.000000 Penalty: 3693.935547
	Iteration 22Q: 3 clusters Score -9647158 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -9648018.000000 Penalty: 3693.935547
	Iteration 23Q: 3 clusters Score -9648018 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -9648877.000000 Penalty: 3693.935547
	Iteration 24Q: 3 clusters Score -9648877 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -9649637.000000 Penalty: 3693.935547
	Iteration 25Q: 3 clusters Score -9649637 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9650306.000000 Penalty: 3693.935547
	Iteration 26Q: 3 clusters Score -9650306 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9650749.000000 Penalty: 3693.935547
	Iteration 27Q: 3 clusters Score -9650749 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9651093.000000 Penalty: 3693.935547
	Iteration 28Q: 3 clusters Score -9651093 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9651358.000000 Penalty: 3693.935547
	Iteration 29Q: 3 clusters Score -9651358 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9651536.000000 Penalty: 3693.935547
	Iteration 30Q: 3 clusters Score -9651536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9651668.000000 Penalty: 3693.935547
	Iteration 31Q: 3 clusters Score -9651668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9651746.000000 Penalty: 3693.935547
	Iteration 32Q: 3 clusters Score -9651746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9651818.000000 Penalty: 3693.935547
	Iteration 33Q: 3 clusters Score -9651818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9651851.000000 Penalty: 3693.935547
	Iteration 34Q: 3 clusters Score -9651851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9651883.000000 Penalty: 3693.935547
	Iteration 35Q: 3 clusters Score -9651883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9651901.000000 Penalty: 3693.935547
	Iteration 36Q: 3 clusters Score -9651901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9651907.000000 Penalty: 3693.935547
	Iteration 37Q: 3 clusters Score -9651907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9651912.000000 Penalty: 3693.935547
	Iteration 38Q: 3 clusters Score -9651912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9651909.000000 Penalty: 3693.935547
	Iteration 39Q: 3 clusters Score -9651909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9651915.000000 Penalty: 3693.935547
	Iteration 40F: 3 clusters Score -9651915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9651916.000000 Penalty: 3693.935547
	Iteration 41Q: 3 clusters Score -9651916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9651925.000000 Penalty: 3693.935547
	Iteration 42Q: 3 clusters Score -9651925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9651923.000000 Penalty: 3693.935547
	Iteration 43Q: 3 clusters Score -9651923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9651923.000000 Penalty: 3693.935547
	Iteration 44F: 3 clusters Score -9651923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Entering Unmasked Estep 
Score: -17005774.000000 Penalty: 1938.097778
	Iteration 0F: 2 clusters Score -1.700577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -16909064.000000 Penalty: 3876.195557
	Iteration 0F: 3 clusters Score -1.690906e+07 nChanged 72921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -16951904.000000 Penalty: 3876.195557
	Iteration 1F: 3 clusters Score -1.69519e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -16952952.000000 Penalty: 3876.195557
	Iteration 2Q: 3 clusters Score -1.695295e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -16954416.000000 Penalty: 3876.195557
	Iteration 3Q: 3 clusters Score -1.695442e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -16956934.000000 Penalty: 3876.195557
	Iteration 4Q: 3 clusters Score -1.695693e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -16961182.000000 Penalty: 3876.195557
	Iteration 5F: 3 clusters Score -1.696118e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -16967942.000000 Penalty: 3876.195557
	Iteration 6F: 3 clusters Score -1.696794e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -16975932.000000 Penalty: 3876.195557
	Iteration 7F: 3 clusters Score -1.697593e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -16983342.000000 Penalty: 3876.195557
	Iteration 8F: 3 clusters Score -1.698334e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -16988400.000000 Penalty: 3876.195557
	Iteration 9F: 3 clusters Score -1.69884e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -16990914.000000 Penalty: 3876.195557
	Iteration 10Q: 3 clusters Score -1.699091e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -16992422.000000 Penalty: 3876.195557
	Iteration 11Q: 3 clusters Score -1.699242e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -16993574.000000 Penalty: 3876.195557
	Iteration 12Q: 3 clusters Score -1.699357e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 127540 members 
Entering Unmasked Estep 
Score: -16994748.000000 Penalty: 3876.195557
	Iteration 13Q: 3 clusters Score -1.699475e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 130267 members 
Entering Unmasked Estep 
Score: -16995682.000000 Penalty: 3876.195557
	Iteration 14Q: 3 clusters Score -1.699568e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 132868 members 
Entering Unmasked Estep 
Score: -16996832.000000 Penalty: 3876.195557
	Iteration 15Q: 3 clusters Score -1.699683e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 135242 members 
Entering Unmasked Estep 
Score: -16997854.000000 Penalty: 3876.195557
	Iteration 16Q: 3 clusters Score -1.699785e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -16998806.000000 Penalty: 3876.195557
	Iteration 17Q: 3 clusters Score -1.699881e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -16999666.000000 Penalty: 3876.195557
	Iteration 18Q: 3 clusters Score -1.699967e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -17000442.000000 Penalty: 3876.195557
	Iteration 19Q: 3 clusters Score -1.700044e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -17001098.000000 Penalty: 3876.195557
	Iteration 20F: 3 clusters Score -1.70011e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 143750 members 
Entering Unmasked Estep 
Score: -17001604.000000 Penalty: 3876.195557
	Iteration 21Q: 3 clusters Score -1.70016e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 144849 members 
Entering Unmasked Estep 
Score: -17002140.000000 Penalty: 3876.195557
	Iteration 22Q: 3 clusters Score -1.700214e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -17002506.000000 Penalty: 3876.195557
	Iteration 23Q: 3 clusters Score -1.700251e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 146707 members 
Entering Unmasked Estep 
Score: -17002800.000000 Penalty: 3876.195557
	Iteration 24Q: 3 clusters Score -1.70028e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -17002998.000000 Penalty: 3876.195557
	Iteration 25Q: 3 clusters Score -1.7003e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -17003236.000000 Penalty: 3876.195557
	Iteration 26Q: 3 clusters Score -1.700324e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -17003372.000000 Penalty: 3876.195557
	Iteration 27Q: 3 clusters Score -1.700337e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -17003494.000000 Penalty: 3876.195557
	Iteration 28Q: 3 clusters Score -1.700349e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -17003588.000000 Penalty: 3876.195557
	Iteration 29Q: 3 clusters Score -1.700359e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -17003718.000000 Penalty: 3876.195557
	Iteration 30Q: 3 clusters Score -1.700372e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 150032 members 
Entering Unmasked Estep 
Score: -17003806.000000 Penalty: 3876.195557
	Iteration 31Q: 3 clusters Score -1.700381e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -17003854.000000 Penalty: 3876.195557
	Iteration 32Q: 3 clusters Score -1.700385e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 150363 members 
Entering Unmasked Estep 
Score: -17003924.000000 Penalty: 3876.195557
	Iteration 33Q: 3 clusters Score -1.700392e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 150490 members 
Entering Unmasked Estep 
Score: -17004000.000000 Penalty: 3876.195557
	Iteration 34Q: 3 clusters Score -1.7004e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -17004012.000000 Penalty: 3876.195557
	Iteration 35Q: 3 clusters Score -1.700401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -17004070.000000 Penalty: 3876.195557
	Iteration 36Q: 3 clusters Score -1.700407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -17004076.000000 Penalty: 3876.195557
	Iteration 37Q: 3 clusters Score -1.700408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -17004080.000000 Penalty: 3876.195557
	Iteration 38Q: 3 clusters Score -1.700408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -17004090.000000 Penalty: 3876.195557
	Iteration 39Q: 3 clusters Score -1.700409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 150759 members 
Entering Unmasked Estep 
Score: -17004108.000000 Penalty: 3876.195557
	Iteration 40F: 3 clusters Score -1.700411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 150770 members 
Entering Unmasked Estep 
Score: -17004104.000000 Penalty: 3876.195557
	Iteration 41Q: 3 clusters Score -1.70041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 150777 members 
Entering Unmasked Estep 
Score: -17004116.000000 Penalty: 3876.195557
	Iteration 42Q: 3 clusters Score -1.700412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -17004136.000000 Penalty: 3876.195557
	Iteration 43Q: 3 clusters Score -1.700414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -17004160.000000 Penalty: 3876.195557
	Iteration 44Q: 3 clusters Score -1.700416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -17004166.000000 Penalty: 3876.195557
	Iteration 45Q: 3 clusters Score -1.700417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 150811 members 
Entering Unmasked Estep 
Score: -17004170.000000 Penalty: 3876.195557
	Iteration 46Q: 3 clusters Score -1.700417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -17004184.000000 Penalty: 3876.195557
	Iteration 47Q: 3 clusters Score -1.700418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 150826 members 
Entering Unmasked Estep 
Score: -17004178.000000 Penalty: 3876.195557
	Iteration 48Q: 3 clusters Score -1.700418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -17004178.000000 Penalty: 3876.195557
	Iteration 49Q: 3 clusters Score -1.700418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -17004176.000000 Penalty: 3876.195557
	Iteration 50Q: 3 clusters Score -1.700418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -17004188.000000 Penalty: 3876.195557
	Iteration 51Q: 3 clusters Score -1.700419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -17004188.000000 Penalty: 3876.195557
	Iteration 52Q: 3 clusters Score -1.700419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -17004204.000000 Penalty: 3876.195557
	Iteration 53Q: 3 clusters Score -1.70042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -17004206.000000 Penalty: 3876.195557
	Iteration 54Q: 3 clusters Score -1.700421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -17004206.000000 Penalty: 3876.195557
	Iteration 55F: 3 clusters Score -1.700421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Entering Unmasked Estep 
Score: -5911566.500000 Penalty: 1764.502930
	Iteration 0F: 2 clusters Score -5911566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5876585.000000 Penalty: 3529.005859
	Iteration 0F: 3 clusters Score -5876585 nChanged 24596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5890477.500000 Penalty: 3529.005859
	Iteration 1F: 3 clusters Score -5890478 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -5891034.500000 Penalty: 3529.005859
	Iteration 2Q: 3 clusters Score -5891034 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5891796.500000 Penalty: 3529.005859
	Iteration 3Q: 3 clusters Score -5891796 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5892957.500000 Penalty: 3529.005859
	Iteration 4Q: 3 clusters Score -5892958 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5894810.000000 Penalty: 3529.005859
	Iteration 5F: 3 clusters Score -5894810 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5897500.000000 Penalty: 3529.005859
	Iteration 6F: 3 clusters Score -5897500 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5901102.000000 Penalty: 3529.005859
	Iteration 7F: 3 clusters Score -5901102 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5904534.500000 Penalty: 3529.005859
	Iteration 8F: 3 clusters Score -5904534 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5906688.000000 Penalty: 3529.005859
	Iteration 9Q: 3 clusters Score -5906688 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5907597.000000 Penalty: 3529.005859
	Iteration 10Q: 3 clusters Score -5907597 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5908086.000000 Penalty: 3529.005859
	Iteration 11Q: 3 clusters Score -5908086 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5908376.500000 Penalty: 3529.005859
	Iteration 12Q: 3 clusters Score -5908376 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5908557.500000 Penalty: 3529.005859
	Iteration 13Q: 3 clusters Score -5908558 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -5908700.000000 Penalty: 3529.005859
	Iteration 14Q: 3 clusters Score -5908700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5908785.500000 Penalty: 3529.005859
	Iteration 15Q: 3 clusters Score -5908786 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5908900.500000 Penalty: 3529.005859
	Iteration 16Q: 3 clusters Score -5908900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5909008.500000 Penalty: 3529.005859
	Iteration 17Q: 3 clusters Score -5909008 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5909101.000000 Penalty: 3529.005859
	Iteration 18Q: 3 clusters Score -5909101 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -5909184.500000 Penalty: 3529.005859
	Iteration 19Q: 3 clusters Score -5909184 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -5909238.500000 Penalty: 3529.005859
	Iteration 20F: 3 clusters Score -5909238 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5909315.000000 Penalty: 3529.005859
	Iteration 21Q: 3 clusters Score -5909315 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -5909379.000000 Penalty: 3529.005859
	Iteration 22Q: 3 clusters Score -5909379 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -5909410.500000 Penalty: 3529.005859
	Iteration 23Q: 3 clusters Score -5909410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5909486.000000 Penalty: 3529.005859
	Iteration 24Q: 3 clusters Score -5909486 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5909520.500000 Penalty: 3529.005859
	Iteration 25Q: 3 clusters Score -5909520 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5909569.000000 Penalty: 3529.005859
	Iteration 26Q: 3 clusters Score -5909569 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5909631.000000 Penalty: 3529.005859
	Iteration 27Q: 3 clusters Score -5909631 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -5909686.500000 Penalty: 3529.005859
	Iteration 28Q: 3 clusters Score -5909686 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5909721.500000 Penalty: 3529.005859
	Iteration 29Q: 3 clusters Score -5909722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5909777.500000 Penalty: 3529.005859
	Iteration 30Q: 3 clusters Score -5909778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5909839.000000 Penalty: 3529.005859
	Iteration 31Q: 3 clusters Score -5909839 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -5909886.000000 Penalty: 3529.005859
	Iteration 32Q: 3 clusters Score -5909886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5909903.500000 Penalty: 3529.005859
	Iteration 33Q: 3 clusters Score -5909904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -5909932.500000 Penalty: 3529.005859
	Iteration 34Q: 3 clusters Score -5909932 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -5909958.500000 Penalty: 3529.005859
	Iteration 35Q: 3 clusters Score -5909958 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -5910027.500000 Penalty: 3529.005859
	Iteration 36Q: 3 clusters Score -5910028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -5910059.500000 Penalty: 3529.005859
	Iteration 37Q: 3 clusters Score -5910060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -5910093.000000 Penalty: 3529.005859
	Iteration 38Q: 3 clusters Score -5910093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -5910149.500000 Penalty: 3529.005859
	Iteration 39Q: 3 clusters Score -5910150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -5910163.000000 Penalty: 3529.005859
	Iteration 40F: 3 clusters Score -5910163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -5910192.000000 Penalty: 3529.005859
	Iteration 41Q: 3 clusters Score -5910192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -5910202.000000 Penalty: 3529.005859
	Iteration 42Q: 3 clusters Score -5910202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -5910216.000000 Penalty: 3529.005859
	Iteration 43Q: 3 clusters Score -5910216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -5910232.000000 Penalty: 3529.005859
	Iteration 44Q: 3 clusters Score -5910232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -5910228.500000 Penalty: 3529.005859
	Iteration 45Q: 3 clusters Score -5910228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -5910243.000000 Penalty: 3529.005859
	Iteration 46Q: 3 clusters Score -5910243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5910249.500000 Penalty: 3529.005859
	Iteration 47Q: 3 clusters Score -5910250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -5910259.500000 Penalty: 3529.005859
	Iteration 48Q: 3 clusters Score -5910260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -5910256.500000 Penalty: 3529.005859
	Iteration 49Q: 3 clusters Score -5910256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -5910270.000000 Penalty: 3529.005859
	Iteration 50Q: 3 clusters Score -5910270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -5910281.500000 Penalty: 3529.005859
	Iteration 51Q: 3 clusters Score -5910282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -5910287.000000 Penalty: 3529.005859
	Iteration 52Q: 3 clusters Score -5910287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -5910291.000000 Penalty: 3529.005859
	Iteration 53Q: 3 clusters Score -5910291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -5910298.000000 Penalty: 3529.005859
	Iteration 54Q: 3 clusters Score -5910298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -5910298.000000 Penalty: 3529.005859
	Iteration 55Q: 3 clusters Score -5910298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -5910293.500000 Penalty: 3529.005859
	Iteration 56Q: 3 clusters Score -5910294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -5910291.500000 Penalty: 3529.005859
	Iteration 57Q: 3 clusters Score -5910292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -5910297.500000 Penalty: 3529.005859
	Iteration 58Q: 3 clusters Score -5910298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -5910307.000000 Penalty: 3529.005859
	Iteration 59Q: 3 clusters Score -5910307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -5910313.500000 Penalty: 3529.005859
	Iteration 60F: 3 clusters Score -5910314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5910318.500000 Penalty: 3529.005859
	Iteration 61Q: 3 clusters Score -5910318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -5910326.000000 Penalty: 3529.005859
	Iteration 62Q: 3 clusters Score -5910326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5910330.500000 Penalty: 3529.005859
	Iteration 63Q: 3 clusters Score -5910330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -5910334.000000 Penalty: 3529.005859
	Iteration 64Q: 3 clusters Score -5910334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -5910336.500000 Penalty: 3529.005859
	Iteration 65Q: 3 clusters Score -5910336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -5910330.500000 Penalty: 3529.005859
	Iteration 66Q: 3 clusters Score -5910330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -5910330.000000 Penalty: 3529.005859
	Iteration 67Q: 3 clusters Score -5910330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -5910342.500000 Penalty: 3529.005859
	Iteration 68Q: 3 clusters Score -5910342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -5910334.000000 Penalty: 3529.005859
	Iteration 69Q: 3 clusters Score -5910334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -5910332.000000 Penalty: 3529.005859
	Iteration 70Q: 3 clusters Score -5910332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -5910332.500000 Penalty: 3529.005859
	Iteration 71Q: 3 clusters Score -5910332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5910343.000000 Penalty: 3529.005859
	Iteration 72Q: 3 clusters Score -5910343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -5910340.000000 Penalty: 3529.005859
	Iteration 73Q: 3 clusters Score -5910340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5910346.500000 Penalty: 3529.005859
	Iteration 74Q: 3 clusters Score -5910346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -5910342.500000 Penalty: 3529.005859
	Iteration 75Q: 3 clusters Score -5910342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -5910345.000000 Penalty: 3529.005859
	Iteration 76Q: 3 clusters Score -5910345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -5910351.500000 Penalty: 3529.005859
	Iteration 77Q: 3 clusters Score -5910352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -5910358.500000 Penalty: 3529.005859
	Iteration 78Q: 3 clusters Score -5910358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -5910354.500000 Penalty: 3529.005859
	Iteration 79Q: 3 clusters Score -5910354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5910350.500000 Penalty: 3529.005859
	Iteration 80F: 3 clusters Score -5910350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -5910356.000000 Penalty: 3529.005859
	Iteration 81Q: 3 clusters Score -5910356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -5910351.000000 Penalty: 3529.005859
	Iteration 82Q: 3 clusters Score -5910351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5910346.000000 Penalty: 3529.005859
	Iteration 83Q: 3 clusters Score -5910346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -5910349.000000 Penalty: 3529.005859
	Iteration 84Q: 3 clusters Score -5910349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -5910343.500000 Penalty: 3529.005859
	Iteration 85Q: 3 clusters Score -5910344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -5910354.000000 Penalty: 3529.005859
	Iteration 86Q: 3 clusters Score -5910354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -5910359.000000 Penalty: 3529.005859
	Iteration 87Q: 3 clusters Score -5910359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -5910355.500000 Penalty: 3529.005859
	Iteration 88Q: 3 clusters Score -5910356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5910354.000000 Penalty: 3529.005859
	Iteration 89Q: 3 clusters Score -5910354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -5910362.500000 Penalty: 3529.005859
	Iteration 90Q: 3 clusters Score -5910362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -5910359.500000 Penalty: 3529.005859
	Iteration 91Q: 3 clusters Score -5910360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -5910360.000000 Penalty: 3529.005859
	Iteration 92Q: 3 clusters Score -5910360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -5910360.500000 Penalty: 3529.005859
	Iteration 93Q: 3 clusters Score -5910360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -5910366.000000 Penalty: 3529.005859
	Iteration 94Q: 3 clusters Score -5910366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -5910367.000000 Penalty: 3529.005859
	Iteration 95Q: 3 clusters Score -5910367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -5910357.500000 Penalty: 3529.005859
	Iteration 96Q: 3 clusters Score -5910358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5910362.000000 Penalty: 3529.005859
	Iteration 97Q: 3 clusters Score -5910362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -5910359.000000 Penalty: 3529.005859
	Iteration 98Q: 3 clusters Score -5910359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -5910362.500000 Penalty: 3529.005859
	Iteration 99Q: 3 clusters Score -5910362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -5910365.000000 Penalty: 3529.005859
	Iteration 100F: 3 clusters Score -5910365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -5910367.000000 Penalty: 3529.005859
	Iteration 101Q: 3 clusters Score -5910367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -5910365.500000 Penalty: 3529.005859
	Iteration 102Q: 3 clusters Score -5910366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -5910366.000000 Penalty: 3529.005859
	Iteration 103Q: 3 clusters Score -5910366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -5910364.000000 Penalty: 3529.005859
	Iteration 104Q: 3 clusters Score -5910364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5910367.500000 Penalty: 3529.005859
	Iteration 105Q: 3 clusters Score -5910368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5910367.000000 Penalty: 3529.005859
	Iteration 106Q: 3 clusters Score -5910367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5910369.500000 Penalty: 3529.005859
	Iteration 107Q: 3 clusters Score -5910370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -5910369.500000 Penalty: 3529.005859
	Iteration 108Q: 3 clusters Score -5910370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -5910370.000000 Penalty: 3529.005859
	Iteration 109Q: 3 clusters Score -5910370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -5910366.500000 Penalty: 3529.005859
	Iteration 110Q: 3 clusters Score -5910366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -5910368.000000 Penalty: 3529.005859
	Iteration 111Q: 3 clusters Score -5910368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -5910372.000000 Penalty: 3529.005859
	Iteration 112Q: 3 clusters Score -5910372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -5910372.000000 Penalty: 3529.005859
	Iteration 113F: 3 clusters Score -5910372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -115742.640625 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -115742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114244.273438 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -114244.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114517.398438 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -114517.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114587.312500 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -114587.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114618.632812 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -114618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -114640.921875 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -114640.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -114663.835938 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -114663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114676.023438 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -114676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114687.187500 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -114687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -114697.734375 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -114697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114699.921875 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -114699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114701.843750 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -114701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114702.578125 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -114702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114705.109375 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -114705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114709.109375 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -114709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114712.148438 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -114712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114715.851562 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -114715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114718.742188 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -114718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114722.250000 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -114722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114727.664062 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -114727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114729.835938 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -114729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114733.414062 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -114733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -114735.750000 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -114735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114737.757812 Penalty: 2280.106445
	Iteration 22Q: 3 clusters Score -114737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114738.039062 Penalty: 2280.106445
	Iteration 23Q: 3 clusters Score -114738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114738.039062 Penalty: 2280.106445
	Iteration 24F: 3 clusters Score -114738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118280 members 
Entering Unmasked Estep 
Score: -13341033.000000 Penalty: 1898.131592
	Iteration 0F: 2 clusters Score -1.334103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -13263493.000000 Penalty: 3796.263184
	Iteration 0F: 3 clusters Score -1.326349e+07 nChanged 56778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -13296737.000000 Penalty: 3796.263184
	Iteration 1F: 3 clusters Score -1.329674e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -13297560.000000 Penalty: 3796.263184
	Iteration 2Q: 3 clusters Score -1.329756e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -13298563.000000 Penalty: 3796.263184
	Iteration 3Q: 3 clusters Score -1.329856e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -13299848.000000 Penalty: 3796.263184
	Iteration 4Q: 3 clusters Score -1.329985e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -13301363.000000 Penalty: 3796.263184
	Iteration 5Q: 3 clusters Score -1.330136e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -13303613.000000 Penalty: 3796.263184
	Iteration 6Q: 3 clusters Score -1.330361e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13306895.000000 Penalty: 3796.263184
	Iteration 7Q: 3 clusters Score -1.33069e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -13311719.000000 Penalty: 3796.263184
	Iteration 8F: 3 clusters Score -1.331172e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -13316523.000000 Penalty: 3796.263184
	Iteration 9F: 3 clusters Score -1.331652e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -13319634.000000 Penalty: 3796.263184
	Iteration 10F: 3 clusters Score -1.331963e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -13320834.000000 Penalty: 3796.263184
	Iteration 11Q: 3 clusters Score -1.332083e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -13321204.000000 Penalty: 3796.263184
	Iteration 12Q: 3 clusters Score -1.33212e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -13321329.000000 Penalty: 3796.263184
	Iteration 13Q: 3 clusters Score -1.332133e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -13321450.000000 Penalty: 3796.263184
	Iteration 14Q: 3 clusters Score -1.332145e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -13321586.000000 Penalty: 3796.263184
	Iteration 15Q: 3 clusters Score -1.332159e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -13321734.000000 Penalty: 3796.263184
	Iteration 16Q: 3 clusters Score -1.332173e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -13321832.000000 Penalty: 3796.263184
	Iteration 17Q: 3 clusters Score -1.332183e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -13321974.000000 Penalty: 3796.263184
	Iteration 18Q: 3 clusters Score -1.332197e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -13322030.000000 Penalty: 3796.263184
	Iteration 19Q: 3 clusters Score -1.332203e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -13322127.000000 Penalty: 3796.263184
	Iteration 20F: 3 clusters Score -1.332213e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -13322228.000000 Penalty: 3796.263184
	Iteration 21Q: 3 clusters Score -1.332223e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -13322357.000000 Penalty: 3796.263184
	Iteration 22Q: 3 clusters Score -1.332236e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -13322500.000000 Penalty: 3796.263184
	Iteration 23Q: 3 clusters Score -1.33225e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -13322640.000000 Penalty: 3796.263184
	Iteration 24Q: 3 clusters Score -1.332264e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -13322796.000000 Penalty: 3796.263184
	Iteration 25Q: 3 clusters Score -1.33228e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -13322921.000000 Penalty: 3796.263184
	Iteration 26Q: 3 clusters Score -1.332292e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -13323030.000000 Penalty: 3796.263184
	Iteration 27Q: 3 clusters Score -1.332303e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -13323117.000000 Penalty: 3796.263184
	Iteration 28Q: 3 clusters Score -1.332312e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -13323248.000000 Penalty: 3796.263184
	Iteration 29Q: 3 clusters Score -1.332325e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -13323355.000000 Penalty: 3796.263184
	Iteration 30Q: 3 clusters Score -1.332336e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -13323579.000000 Penalty: 3796.263184
	Iteration 31Q: 3 clusters Score -1.332358e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -13323732.000000 Penalty: 3796.263184
	Iteration 32Q: 3 clusters Score -1.332373e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -13323878.000000 Penalty: 3796.263184
	Iteration 33Q: 3 clusters Score -1.332388e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -13324040.000000 Penalty: 3796.263184
	Iteration 34Q: 3 clusters Score -1.332404e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -13324196.000000 Penalty: 3796.263184
	Iteration 35Q: 3 clusters Score -1.33242e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -13324312.000000 Penalty: 3796.263184
	Iteration 36Q: 3 clusters Score -1.332431e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -13324390.000000 Penalty: 3796.263184
	Iteration 37Q: 3 clusters Score -1.332439e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -13324509.000000 Penalty: 3796.263184
	Iteration 38Q: 3 clusters Score -1.332451e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -13324621.000000 Penalty: 3796.263184
	Iteration 39Q: 3 clusters Score -1.332462e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -13324692.000000 Penalty: 3796.263184
	Iteration 40F: 3 clusters Score -1.332469e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -13324843.000000 Penalty: 3796.263184
	Iteration 41Q: 3 clusters Score -1.332484e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -13324948.000000 Penalty: 3796.263184
	Iteration 42Q: 3 clusters Score -1.332495e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -13325128.000000 Penalty: 3796.263184
	Iteration 43Q: 3 clusters Score -1.332513e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -13325318.000000 Penalty: 3796.263184
	Iteration 44Q: 3 clusters Score -1.332532e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -13325514.000000 Penalty: 3796.263184
	Iteration 45Q: 3 clusters Score -1.332551e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -13325728.000000 Penalty: 3796.263184
	Iteration 46Q: 3 clusters Score -1.332573e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -13325931.000000 Penalty: 3796.263184
	Iteration 47Q: 3 clusters Score -1.332593e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -13326064.000000 Penalty: 3796.263184
	Iteration 48Q: 3 clusters Score -1.332606e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -13326354.000000 Penalty: 3796.263184
	Iteration 49Q: 3 clusters Score -1.332635e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -13326489.000000 Penalty: 3796.263184
	Iteration 50Q: 3 clusters Score -1.332649e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -13326710.000000 Penalty: 3796.263184
	Iteration 51Q: 3 clusters Score -1.332671e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -13326859.000000 Penalty: 3796.263184
	Iteration 52Q: 3 clusters Score -1.332686e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -13327151.000000 Penalty: 3796.263184
	Iteration 53Q: 3 clusters Score -1.332715e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -13327380.000000 Penalty: 3796.263184
	Iteration 54Q: 3 clusters Score -1.332738e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -13327573.000000 Penalty: 3796.263184
	Iteration 55Q: 3 clusters Score -1.332757e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -13327679.000000 Penalty: 3796.263184
	Iteration 56Q: 3 clusters Score -1.332768e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -13327940.000000 Penalty: 3796.263184
	Iteration 57Q: 3 clusters Score -1.332794e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -13328091.000000 Penalty: 3796.263184
	Iteration 58Q: 3 clusters Score -1.332809e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -13328331.000000 Penalty: 3796.263184
	Iteration 59Q: 3 clusters Score -1.332833e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -13328518.000000 Penalty: 3796.263184
	Iteration 60F: 3 clusters Score -1.332852e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -13328700.000000 Penalty: 3796.263184
	Iteration 61Q: 3 clusters Score -1.33287e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -13328851.000000 Penalty: 3796.263184
	Iteration 62Q: 3 clusters Score -1.332885e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -13329036.000000 Penalty: 3796.263184
	Iteration 63Q: 3 clusters Score -1.332904e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13329197.000000 Penalty: 3796.263184
	Iteration 64Q: 3 clusters Score -1.33292e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -13329395.000000 Penalty: 3796.263184
	Iteration 65Q: 3 clusters Score -1.33294e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -13329626.000000 Penalty: 3796.263184
	Iteration 66Q: 3 clusters Score -1.332963e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -13329795.000000 Penalty: 3796.263184
	Iteration 67Q: 3 clusters Score -1.33298e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -13329958.000000 Penalty: 3796.263184
	Iteration 68Q: 3 clusters Score -1.332996e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -13330159.000000 Penalty: 3796.263184
	Iteration 69Q: 3 clusters Score -1.333016e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -13330439.000000 Penalty: 3796.263184
	Iteration 70Q: 3 clusters Score -1.333044e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -13330715.000000 Penalty: 3796.263184
	Iteration 71Q: 3 clusters Score -1.333072e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92721 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -13331060.000000 Penalty: 3796.263184
	Iteration 72Q: 3 clusters Score -1.333106e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -13331379.000000 Penalty: 3796.263184
	Iteration 73Q: 3 clusters Score -1.333138e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -13331834.000000 Penalty: 3796.263184
	Iteration 74Q: 3 clusters Score -1.333183e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -13332154.000000 Penalty: 3796.263184
	Iteration 75Q: 3 clusters Score -1.333215e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -13332540.000000 Penalty: 3796.263184
	Iteration 76Q: 3 clusters Score -1.333254e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -13332964.000000 Penalty: 3796.263184
	Iteration 77Q: 3 clusters Score -1.333296e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -13333352.000000 Penalty: 3796.263184
	Iteration 78Q: 3 clusters Score -1.333335e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -13333737.000000 Penalty: 3796.263184
	Iteration 79Q: 3 clusters Score -1.333374e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -13334132.000000 Penalty: 3796.263184
	Iteration 80F: 3 clusters Score -1.333413e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -13334621.000000 Penalty: 3796.263184
	Iteration 81Q: 3 clusters Score -1.333462e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -13335025.000000 Penalty: 3796.263184
	Iteration 82Q: 3 clusters Score -1.333502e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -13335444.000000 Penalty: 3796.263184
	Iteration 83Q: 3 clusters Score -1.333544e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -13335914.000000 Penalty: 3796.263184
	Iteration 84Q: 3 clusters Score -1.333591e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -13336275.000000 Penalty: 3796.263184
	Iteration 85Q: 3 clusters Score -1.333628e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -13336651.000000 Penalty: 3796.263184
	Iteration 86Q: 3 clusters Score -1.333665e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111499 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -13336982.000000 Penalty: 3796.263184
	Iteration 87Q: 3 clusters Score -1.333698e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112308 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -13337230.000000 Penalty: 3796.263184
	Iteration 88Q: 3 clusters Score -1.333723e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13337551.000000 Penalty: 3796.263184
	Iteration 89Q: 3 clusters Score -1.333755e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113717 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -13337884.000000 Penalty: 3796.263184
	Iteration 90Q: 3 clusters Score -1.333788e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -13338176.000000 Penalty: 3796.263184
	Iteration 91Q: 3 clusters Score -1.333818e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -13338448.000000 Penalty: 3796.263184
	Iteration 92Q: 3 clusters Score -1.333845e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -13338600.000000 Penalty: 3796.263184
	Iteration 93Q: 3 clusters Score -1.33386e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13338734.000000 Penalty: 3796.263184
	Iteration 94Q: 3 clusters Score -1.333873e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13338844.000000 Penalty: 3796.263184
	Iteration 95Q: 3 clusters Score -1.333884e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -13338937.000000 Penalty: 3796.263184
	Iteration 96Q: 3 clusters Score -1.333894e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13339017.000000 Penalty: 3796.263184
	Iteration 97Q: 3 clusters Score -1.333902e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13339100.000000 Penalty: 3796.263184
	Iteration 98Q: 3 clusters Score -1.33391e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13339191.000000 Penalty: 3796.263184
	Iteration 99Q: 3 clusters Score -1.333919e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13339259.000000 Penalty: 3796.263184
	Iteration 100F: 3 clusters Score -1.333926e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -13339303.000000 Penalty: 3796.263184
	Iteration 101Q: 3 clusters Score -1.33393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13339337.000000 Penalty: 3796.263184
	Iteration 102Q: 3 clusters Score -1.333934e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117113 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13339375.000000 Penalty: 3796.263184
	Iteration 103Q: 3 clusters Score -1.333938e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13339380.000000 Penalty: 3796.263184
	Iteration 104Q: 3 clusters Score -1.333938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13339399.000000 Penalty: 3796.263184
	Iteration 105Q: 3 clusters Score -1.33394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13339399.000000 Penalty: 3796.263184
	Iteration 106Q: 3 clusters Score -1.33394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13339409.000000 Penalty: 3796.263184
	Iteration 107Q: 3 clusters Score -1.333941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13339423.000000 Penalty: 3796.263184
	Iteration 108Q: 3 clusters Score -1.333942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13339436.000000 Penalty: 3796.263184
	Iteration 109Q: 3 clusters Score -1.333944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13339454.000000 Penalty: 3796.263184
	Iteration 110Q: 3 clusters Score -1.333945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117325 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13339463.000000 Penalty: 3796.263184
	Iteration 111Q: 3 clusters Score -1.333946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13339452.000000 Penalty: 3796.263184
	Iteration 112Q: 3 clusters Score -1.333945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13339453.000000 Penalty: 3796.263184
	Iteration 113Q: 3 clusters Score -1.333945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13339444.000000 Penalty: 3796.263184
	Iteration 114Q: 3 clusters Score -1.333944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117353 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13339450.000000 Penalty: 3796.263184
	Iteration 115Q: 3 clusters Score -1.333945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13339459.000000 Penalty: 3796.263184
	Iteration 116Q: 3 clusters Score -1.333946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13339468.000000 Penalty: 3796.263184
	Iteration 117Q: 3 clusters Score -1.333947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13339470.000000 Penalty: 3796.263184
	Iteration 118Q: 3 clusters Score -1.333947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13339467.000000 Penalty: 3796.263184
	Iteration 119Q: 3 clusters Score -1.333947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13339482.000000 Penalty: 3796.263184
	Iteration 120F: 3 clusters Score -1.333948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13339475.000000 Penalty: 3796.263184
	Iteration 121Q: 3 clusters Score -1.333948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117391 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13339477.000000 Penalty: 3796.263184
	Iteration 122Q: 3 clusters Score -1.333948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13339482.000000 Penalty: 3796.263184
	Iteration 123Q: 3 clusters Score -1.333948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117395 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13339483.000000 Penalty: 3796.263184
	Iteration 124Q: 3 clusters Score -1.333948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13339478.000000 Penalty: 3796.263184
	Iteration 125Q: 3 clusters Score -1.333948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13339478.000000 Penalty: 3796.263184
	Iteration 126F: 3 clusters Score -1.333948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Entering Unmasked Estep 
Score: -8093647.500000 Penalty: 1815.627686
	Iteration 0F: 2 clusters Score -8093648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8046265.500000 Penalty: 3631.255371
	Iteration 0F: 3 clusters Score -8046266 nChanged 33497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -8065629.500000 Penalty: 3631.255371
	Iteration 1F: 3 clusters Score -8065630 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -8066070.500000 Penalty: 3631.255371
	Iteration 2Q: 3 clusters Score -8066070 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -8066564.000000 Penalty: 3631.255371
	Iteration 3Q: 3 clusters Score -8066564 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -8067134.000000 Penalty: 3631.255371
	Iteration 4Q: 3 clusters Score -8067134 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8067797.500000 Penalty: 3631.255371
	Iteration 5Q: 3 clusters Score -8067798 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -8068853.000000 Penalty: 3631.255371
	Iteration 6Q: 3 clusters Score -8068853 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8070433.500000 Penalty: 3631.255371
	Iteration 7Q: 3 clusters Score -8070434 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8072861.000000 Penalty: 3631.255371
	Iteration 8F: 3 clusters Score -8072861 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -8076168.000000 Penalty: 3631.255371
	Iteration 9F: 3 clusters Score -8076168 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -8079829.000000 Penalty: 3631.255371
	Iteration 10F: 3 clusters Score -8079829 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8083381.500000 Penalty: 3631.255371
	Iteration 11F: 3 clusters Score -8083382 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8086183.500000 Penalty: 3631.255371
	Iteration 12Q: 3 clusters Score -8086184 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -8088249.000000 Penalty: 3631.255371
	Iteration 13Q: 3 clusters Score -8088249 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -8089707.000000 Penalty: 3631.255371
	Iteration 14Q: 3 clusters Score -8089707 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8090685.000000 Penalty: 3631.255371
	Iteration 15Q: 3 clusters Score -8090685 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -8091351.000000 Penalty: 3631.255371
	Iteration 16Q: 3 clusters Score -8091351 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -8091708.000000 Penalty: 3631.255371
	Iteration 17Q: 3 clusters Score -8091708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -8091966.000000 Penalty: 3631.255371
	Iteration 18Q: 3 clusters Score -8091966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -8092138.000000 Penalty: 3631.255371
	Iteration 19Q: 3 clusters Score -8092138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -8092234.500000 Penalty: 3631.255371
	Iteration 20F: 3 clusters Score -8092234 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -8092292.500000 Penalty: 3631.255371
	Iteration 21Q: 3 clusters Score -8092292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -8092322.000000 Penalty: 3631.255371
	Iteration 22Q: 3 clusters Score -8092322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -8092328.000000 Penalty: 3631.255371
	Iteration 23Q: 3 clusters Score -8092328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -8092338.000000 Penalty: 3631.255371
	Iteration 24Q: 3 clusters Score -8092338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -8092346.500000 Penalty: 3631.255371
	Iteration 25Q: 3 clusters Score -8092346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -8092349.000000 Penalty: 3631.255371
	Iteration 26Q: 3 clusters Score -8092349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -8092352.000000 Penalty: 3631.255371
	Iteration 27Q: 3 clusters Score -8092352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -8092352.000000 Penalty: 3631.255371
	Iteration 28Q: 3 clusters Score -8092352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -8092350.000000 Penalty: 3631.255371
	Iteration 29Q: 3 clusters Score -8092350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -8092356.500000 Penalty: 3631.255371
	Iteration 30Q: 3 clusters Score -8092356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8092361.500000 Penalty: 3631.255371
	Iteration 31Q: 3 clusters Score -8092362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -8092359.500000 Penalty: 3631.255371
	Iteration 32Q: 3 clusters Score -8092360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -8092359.500000 Penalty: 3631.255371
	Iteration 33Q: 3 clusters Score -8092360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8092363.500000 Penalty: 3631.255371
	Iteration 34Q: 3 clusters Score -8092364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8092363.500000 Penalty: 3631.255371
	Iteration 35F: 3 clusters Score -8092364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -476324.468750 Penalty: 1358.168945
	Iteration 0F: 2 clusters Score -476324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -472783.531250 Penalty: 2716.337891
	Iteration 0F: 3 clusters Score -472783.5 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473710.093750 Penalty: 2716.337891
	Iteration 1F: 3 clusters Score -473710.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -473846.062500 Penalty: 2716.337891
	Iteration 2F: 3 clusters Score -473846.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -473943.843750 Penalty: 2716.337891
	Iteration 3Q: 3 clusters Score -473943.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -474017.750000 Penalty: 2716.337891
	Iteration 4Q: 3 clusters Score -474017.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -474070.375000 Penalty: 2716.337891
	Iteration 5Q: 3 clusters Score -474070.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -474112.406250 Penalty: 2716.337891
	Iteration 6Q: 3 clusters Score -474112.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -474146.906250 Penalty: 2716.337891
	Iteration 7Q: 3 clusters Score -474146.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -474180.468750 Penalty: 2716.337891
	Iteration 8Q: 3 clusters Score -474180.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -474215.187500 Penalty: 2716.337891
	Iteration 9Q: 3 clusters Score -474215.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -474252.125000 Penalty: 2716.337891
	Iteration 10Q: 3 clusters Score -474252.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -474286.125000 Penalty: 2716.337891
	Iteration 11Q: 3 clusters Score -474286.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -474316.468750 Penalty: 2716.337891
	Iteration 12Q: 3 clusters Score -474316.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -474355.843750 Penalty: 2716.337891
	Iteration 13Q: 3 clusters Score -474355.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -474399.187500 Penalty: 2716.337891
	Iteration 14Q: 3 clusters Score -474399.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -474443.250000 Penalty: 2716.337891
	Iteration 15Q: 3 clusters Score -474443.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -474491.031250 Penalty: 2716.337891
	Iteration 16Q: 3 clusters Score -474491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -474534.968750 Penalty: 2716.337891
	Iteration 17Q: 3 clusters Score -474535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -474570.531250 Penalty: 2716.337891
	Iteration 18Q: 3 clusters Score -474570.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -474620.093750 Penalty: 2716.337891
	Iteration 19Q: 3 clusters Score -474620.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -474669.125000 Penalty: 2716.337891
	Iteration 20F: 3 clusters Score -474669.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -474713.406250 Penalty: 2716.337891
	Iteration 21Q: 3 clusters Score -474713.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -474771.718750 Penalty: 2716.337891
	Iteration 22Q: 3 clusters Score -474771.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -474835.281250 Penalty: 2716.337891
	Iteration 23Q: 3 clusters Score -474835.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -474892.281250 Penalty: 2716.337891
	Iteration 24Q: 3 clusters Score -474892.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -474945.187500 Penalty: 2716.337891
	Iteration 25Q: 3 clusters Score -474945.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -474989.531250 Penalty: 2716.337891
	Iteration 26Q: 3 clusters Score -474989.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -475018.093750 Penalty: 2716.337891
	Iteration 27Q: 3 clusters Score -475018.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -475038.875000 Penalty: 2716.337891
	Iteration 28Q: 3 clusters Score -475038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -475051.156250 Penalty: 2716.337891
	Iteration 29Q: 3 clusters Score -475051.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -475062.406250 Penalty: 2716.337891
	Iteration 30Q: 3 clusters Score -475062.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -475068.500000 Penalty: 2716.337891
	Iteration 31Q: 3 clusters Score -475068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -475069.968750 Penalty: 2716.337891
	Iteration 32Q: 3 clusters Score -475070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -475072.812500 Penalty: 2716.337891
	Iteration 33Q: 3 clusters Score -475072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -475073.937500 Penalty: 2716.337891
	Iteration 34Q: 3 clusters Score -475073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -475075.187500 Penalty: 2716.337891
	Iteration 35Q: 3 clusters Score -475075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -475077.937500 Penalty: 2716.337891
	Iteration 36Q: 3 clusters Score -475077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -475079.906250 Penalty: 2716.337891
	Iteration 37Q: 3 clusters Score -475079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -475084.406250 Penalty: 2716.337891
	Iteration 38Q: 3 clusters Score -475084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -475089.000000 Penalty: 2716.337891
	Iteration 39Q: 3 clusters Score -475089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -475091.531250 Penalty: 2716.337891
	Iteration 40F: 3 clusters Score -475091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -475094.187500 Penalty: 2716.337891
	Iteration 41Q: 3 clusters Score -475094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -475096.312500 Penalty: 2716.337891
	Iteration 42Q: 3 clusters Score -475096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -475096.281250 Penalty: 2716.337891
	Iteration 43Q: 3 clusters Score -475096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -475097.500000 Penalty: 2716.337891
	Iteration 44Q: 3 clusters Score -475097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -475097.500000 Penalty: 2716.337891
	Iteration 45F: 3 clusters Score -475097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -154155.046875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -154155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152401.875000 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -152401.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152787.796875 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -152787.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -152870.843750 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -152870.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152930.437500 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -152930.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152976.156250 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -152976.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153010.125000 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -153010.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153034.734375 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -153034.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -153049.140625 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -153049.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -153061.953125 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -153062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -153083.000000 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -153083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -153106.546875 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -153106.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153122.109375 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -153122.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153141.500000 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -153141.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153158.812500 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -153158.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -153176.171875 Penalty: 2365.105469
	Iteration 14Q: 3 clusters Score -153176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -153187.890625 Penalty: 2365.105469
	Iteration 15Q: 3 clusters Score -153187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -153192.187500 Penalty: 2365.105469
	Iteration 16Q: 3 clusters Score -153192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153193.390625 Penalty: 2365.105469
	Iteration 17Q: 3 clusters Score -153193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153193.390625 Penalty: 2365.105469
	Iteration 18F: 3 clusters Score -153193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11566.863281 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10951.817383 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -10951.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11005.028320 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11005.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11025.684570 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11025.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11040.222656 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11040.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11045.783203 Penalty: 1617.438477
	Iteration 4Q: 3 clusters Score -11045.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11045.783203 Penalty: 1617.438477
	Iteration 5F: 3 clusters Score -11045.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Entering Unmasked Estep 
Score: -1028710.187500 Penalty: 1479.342407
	Iteration 0F: 2 clusters Score -1028710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1022211.187500 Penalty: 2958.684814
	Iteration 0F: 3 clusters Score -1022211 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1024234.562500 Penalty: 2958.684814
	Iteration 1F: 3 clusters Score -1024235 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1024439.187500 Penalty: 2958.684814
	Iteration 2F: 3 clusters Score -1024439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1024585.500000 Penalty: 2958.684814
	Iteration 3Q: 3 clusters Score -1024586 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1024701.625000 Penalty: 2958.684814
	Iteration 4Q: 3 clusters Score -1024702 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1024784.500000 Penalty: 2958.684814
	Iteration 5Q: 3 clusters Score -1024784 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1024877.000000 Penalty: 2958.684814
	Iteration 6Q: 3 clusters Score -1024877 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1024975.312500 Penalty: 2958.684814
	Iteration 7Q: 3 clusters Score -1024975 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1025072.812500 Penalty: 2958.684814
	Iteration 8Q: 3 clusters Score -1025073 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1025177.750000 Penalty: 2958.684814
	Iteration 9Q: 3 clusters Score -1025178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1025285.812500 Penalty: 2958.684814
	Iteration 10Q: 3 clusters Score -1025286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1025390.125000 Penalty: 2958.684814
	Iteration 11Q: 3 clusters Score -1025390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1025494.562500 Penalty: 2958.684814
	Iteration 12Q: 3 clusters Score -1025495 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1025610.437500 Penalty: 2958.684814
	Iteration 13Q: 3 clusters Score -1025610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1025735.062500 Penalty: 2958.684814
	Iteration 14Q: 3 clusters Score -1025735 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1025874.687500 Penalty: 2958.684814
	Iteration 15Q: 3 clusters Score -1025875 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1026022.000000 Penalty: 2958.684814
	Iteration 16Q: 3 clusters Score -1026022 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1026167.937500 Penalty: 2958.684814
	Iteration 17Q: 3 clusters Score -1026168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1026314.812500 Penalty: 2958.684814
	Iteration 18Q: 3 clusters Score -1026315 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1026443.000000 Penalty: 2958.684814
	Iteration 19Q: 3 clusters Score -1026443 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1026561.750000 Penalty: 2958.684814
	Iteration 20F: 3 clusters Score -1026562 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1026662.125000 Penalty: 2958.684814
	Iteration 21Q: 3 clusters Score -1026662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1026755.000000 Penalty: 2958.684814
	Iteration 22Q: 3 clusters Score -1026755 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1026826.562500 Penalty: 2958.684814
	Iteration 23Q: 3 clusters Score -1026827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1026884.187500 Penalty: 2958.684814
	Iteration 24Q: 3 clusters Score -1026884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1026935.000000 Penalty: 2958.684814
	Iteration 25Q: 3 clusters Score -1026935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1026973.437500 Penalty: 2958.684814
	Iteration 26Q: 3 clusters Score -1026973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1027016.250000 Penalty: 2958.684814
	Iteration 27Q: 3 clusters Score -1027016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1027065.937500 Penalty: 2958.684814
	Iteration 28Q: 3 clusters Score -1027066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1027118.937500 Penalty: 2958.684814
	Iteration 29Q: 3 clusters Score -1027119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1027154.500000 Penalty: 2958.684814
	Iteration 30Q: 3 clusters Score -1027154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1027184.625000 Penalty: 2958.684814
	Iteration 31Q: 3 clusters Score -1027185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1027210.625000 Penalty: 2958.684814
	Iteration 32Q: 3 clusters Score -1027211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1027227.437500 Penalty: 2958.684814
	Iteration 33Q: 3 clusters Score -1027227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1027239.187500 Penalty: 2958.684814
	Iteration 34Q: 3 clusters Score -1027239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1027255.437500 Penalty: 2958.684814
	Iteration 35Q: 3 clusters Score -1027255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1027269.937500 Penalty: 2958.684814
	Iteration 36Q: 3 clusters Score -1027270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1027280.437500 Penalty: 2958.684814
	Iteration 37Q: 3 clusters Score -1027280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1027286.750000 Penalty: 2958.684814
	Iteration 38Q: 3 clusters Score -1027287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1027291.062500 Penalty: 2958.684814
	Iteration 39Q: 3 clusters Score -1027291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1027299.187500 Penalty: 2958.684814
	Iteration 40F: 3 clusters Score -1027299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1027306.062500 Penalty: 2958.684814
	Iteration 41Q: 3 clusters Score -1027306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1027307.750000 Penalty: 2958.684814
	Iteration 42Q: 3 clusters Score -1027308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1027312.375000 Penalty: 2958.684814
	Iteration 43Q: 3 clusters Score -1027312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1027314.687500 Penalty: 2958.684814
	Iteration 44Q: 3 clusters Score -1027315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1027317.625000 Penalty: 2958.684814
	Iteration 45Q: 3 clusters Score -1027318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1027322.625000 Penalty: 2958.684814
	Iteration 46Q: 3 clusters Score -1027323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1027326.250000 Penalty: 2958.684814
	Iteration 47Q: 3 clusters Score -1027326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1027334.125000 Penalty: 2958.684814
	Iteration 48Q: 3 clusters Score -1027334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1027342.250000 Penalty: 2958.684814
	Iteration 49Q: 3 clusters Score -1027342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1027346.187500 Penalty: 2958.684814
	Iteration 50Q: 3 clusters Score -1027346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1027347.437500 Penalty: 2958.684814
	Iteration 51Q: 3 clusters Score -1027347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1027349.437500 Penalty: 2958.684814
	Iteration 52Q: 3 clusters Score -1027349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1027350.125000 Penalty: 2958.684814
	Iteration 53Q: 3 clusters Score -1027350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1027354.687500 Penalty: 2958.684814
	Iteration 54Q: 3 clusters Score -1027355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1027358.125000 Penalty: 2958.684814
	Iteration 55Q: 3 clusters Score -1027358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1027361.375000 Penalty: 2958.684814
	Iteration 56Q: 3 clusters Score -1027361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1027365.125000 Penalty: 2958.684814
	Iteration 57Q: 3 clusters Score -1027365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1027369.500000 Penalty: 2958.684814
	Iteration 58Q: 3 clusters Score -1027370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1027373.812500 Penalty: 2958.684814
	Iteration 59Q: 3 clusters Score -1027374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1027375.375000 Penalty: 2958.684814
	Iteration 60F: 3 clusters Score -1027375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1027376.750000 Penalty: 2958.684814
	Iteration 61Q: 3 clusters Score -1027377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1027380.875000 Penalty: 2958.684814
	Iteration 62Q: 3 clusters Score -1027381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1027384.125000 Penalty: 2958.684814
	Iteration 63Q: 3 clusters Score -1027384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1027390.125000 Penalty: 2958.684814
	Iteration 64Q: 3 clusters Score -1027390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1027390.875000 Penalty: 2958.684814
	Iteration 65Q: 3 clusters Score -1027391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1027392.937500 Penalty: 2958.684814
	Iteration 66Q: 3 clusters Score -1027393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1027399.062500 Penalty: 2958.684814
	Iteration 67Q: 3 clusters Score -1027399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1027404.687500 Penalty: 2958.684814
	Iteration 68Q: 3 clusters Score -1027405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1027406.500000 Penalty: 2958.684814
	Iteration 69Q: 3 clusters Score -1027406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1027410.875000 Penalty: 2958.684814
	Iteration 70Q: 3 clusters Score -1027411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1027413.687500 Penalty: 2958.684814
	Iteration 71Q: 3 clusters Score -1027414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1027414.437500 Penalty: 2958.684814
	Iteration 72Q: 3 clusters Score -1027414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1027417.437500 Penalty: 2958.684814
	Iteration 73Q: 3 clusters Score -1027417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1027418.062500 Penalty: 2958.684814
	Iteration 74Q: 3 clusters Score -1027418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1027418.937500 Penalty: 2958.684814
	Iteration 75Q: 3 clusters Score -1027419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1027420.187500 Penalty: 2958.684814
	Iteration 76Q: 3 clusters Score -1027420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1027421.812500 Penalty: 2958.684814
	Iteration 77Q: 3 clusters Score -1027422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1027421.500000 Penalty: 2958.684814
	Iteration 78Q: 3 clusters Score -1027422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1027421.937500 Penalty: 2958.684814
	Iteration 79Q: 3 clusters Score -1027422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1027422.625000 Penalty: 2958.684814
	Iteration 80F: 3 clusters Score -1027423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -1523704.250000 Penalty: 1551.159668
	Iteration 0F: 2 clusters Score -1523704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1513864.000000 Penalty: 3102.319336
	Iteration 0F: 3 clusters Score -1513864 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1517289.750000 Penalty: 3102.319336
	Iteration 1F: 3 clusters Score -1517290 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1517589.000000 Penalty: 3102.319336
	Iteration 2F: 3 clusters Score -1517589 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1517915.375000 Penalty: 3102.319336
	Iteration 3Q: 3 clusters Score -1517915 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1518268.750000 Penalty: 3102.319336
	Iteration 4Q: 3 clusters Score -1518269 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1518651.125000 Penalty: 3102.319336
	Iteration 5Q: 3 clusters Score -1518651 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1519038.125000 Penalty: 3102.319336
	Iteration 6Q: 3 clusters Score -1519038 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1519333.750000 Penalty: 3102.319336
	Iteration 7Q: 3 clusters Score -1519334 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1519541.375000 Penalty: 3102.319336
	Iteration 8Q: 3 clusters Score -1519541 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1519735.125000 Penalty: 3102.319336
	Iteration 9Q: 3 clusters Score -1519735 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1519926.000000 Penalty: 3102.319336
	Iteration 10Q: 3 clusters Score -1519926 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1520101.250000 Penalty: 3102.319336
	Iteration 11Q: 3 clusters Score -1520101 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1520259.375000 Penalty: 3102.319336
	Iteration 12Q: 3 clusters Score -1520259 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1520429.000000 Penalty: 3102.319336
	Iteration 13Q: 3 clusters Score -1520429 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1520616.875000 Penalty: 3102.319336
	Iteration 14Q: 3 clusters Score -1520617 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1520834.375000 Penalty: 3102.319336
	Iteration 15Q: 3 clusters Score -1520834 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1521062.375000 Penalty: 3102.319336
	Iteration 16Q: 3 clusters Score -1521062 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1521291.375000 Penalty: 3102.319336
	Iteration 17Q: 3 clusters Score -1521291 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1521513.750000 Penalty: 3102.319336
	Iteration 18Q: 3 clusters Score -1521514 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1521705.125000 Penalty: 3102.319336
	Iteration 19Q: 3 clusters Score -1521705 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1521878.875000 Penalty: 3102.319336
	Iteration 20F: 3 clusters Score -1521879 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1522026.625000 Penalty: 3102.319336
	Iteration 21Q: 3 clusters Score -1522027 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1522136.875000 Penalty: 3102.319336
	Iteration 22Q: 3 clusters Score -1522137 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1522206.625000 Penalty: 3102.319336
	Iteration 23Q: 3 clusters Score -1522207 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1522267.000000 Penalty: 3102.319336
	Iteration 24Q: 3 clusters Score -1522267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1522312.625000 Penalty: 3102.319336
	Iteration 25Q: 3 clusters Score -1522313 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1522347.125000 Penalty: 3102.319336
	Iteration 26Q: 3 clusters Score -1522347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1522378.750000 Penalty: 3102.319336
	Iteration 27Q: 3 clusters Score -1522379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1522396.375000 Penalty: 3102.319336
	Iteration 28Q: 3 clusters Score -1522396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1522420.625000 Penalty: 3102.319336
	Iteration 29Q: 3 clusters Score -1522421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1522440.875000 Penalty: 3102.319336
	Iteration 30Q: 3 clusters Score -1522441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1522466.000000 Penalty: 3102.319336
	Iteration 31Q: 3 clusters Score -1522466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1522485.500000 Penalty: 3102.319336
	Iteration 32Q: 3 clusters Score -1522486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1522489.875000 Penalty: 3102.319336
	Iteration 33Q: 3 clusters Score -1522490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1522505.750000 Penalty: 3102.319336
	Iteration 34Q: 3 clusters Score -1522506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1522517.750000 Penalty: 3102.319336
	Iteration 35Q: 3 clusters Score -1522518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1522532.625000 Penalty: 3102.319336
	Iteration 36Q: 3 clusters Score -1522533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1522546.625000 Penalty: 3102.319336
	Iteration 37Q: 3 clusters Score -1522547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1522553.000000 Penalty: 3102.319336
	Iteration 38Q: 3 clusters Score -1522553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1522559.250000 Penalty: 3102.319336
	Iteration 39Q: 3 clusters Score -1522559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1522567.375000 Penalty: 3102.319336
	Iteration 40F: 3 clusters Score -1522567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1522571.125000 Penalty: 3102.319336
	Iteration 41Q: 3 clusters Score -1522571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1522572.375000 Penalty: 3102.319336
	Iteration 42Q: 3 clusters Score -1522572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1522576.625000 Penalty: 3102.319336
	Iteration 43Q: 3 clusters Score -1522577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1522577.875000 Penalty: 3102.319336
	Iteration 44Q: 3 clusters Score -1522578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1522579.250000 Penalty: 3102.319336
	Iteration 45Q: 3 clusters Score -1522579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1522577.375000 Penalty: 3102.319336
	Iteration 46Q: 3 clusters Score -1522577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1522581.500000 Penalty: 3102.319336
	Iteration 47Q: 3 clusters Score -1522582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1522582.750000 Penalty: 3102.319336
	Iteration 48Q: 3 clusters Score -1522583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1522583.750000 Penalty: 3102.319336
	Iteration 49Q: 3 clusters Score -1522584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1522586.875000 Penalty: 3102.319336
	Iteration 50Q: 3 clusters Score -1522587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1522587.000000 Penalty: 3102.319336
	Iteration 51Q: 3 clusters Score -1522587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1522587.375000 Penalty: 3102.319336
	Iteration 52Q: 3 clusters Score -1522587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1522584.250000 Penalty: 3102.319336
	Iteration 53Q: 3 clusters Score -1522584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1522584.250000 Penalty: 3102.319336
	Iteration 54F: 3 clusters Score -1522584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -1076777.875000 Penalty: 1490.283569
	Iteration 0F: 2 clusters Score -1076778 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 4785 members 
Entering Unmasked Estep 
Score: -1069909.875000 Penalty: 2980.567139
	Iteration 0F: 3 clusters Score -1069910 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1071917.500000 Penalty: 2980.567139
	Iteration 1F: 3 clusters Score -1071918 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1072117.500000 Penalty: 2980.567139
	Iteration 2F: 3 clusters Score -1072118 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1072260.750000 Penalty: 2980.567139
	Iteration 3Q: 3 clusters Score -1072261 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1072376.750000 Penalty: 2980.567139
	Iteration 4Q: 3 clusters Score -1072377 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1072483.375000 Penalty: 2980.567139
	Iteration 5Q: 3 clusters Score -1072483 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1072602.000000 Penalty: 2980.567139
	Iteration 6Q: 3 clusters Score -1072602 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1072752.500000 Penalty: 2980.567139
	Iteration 7Q: 3 clusters Score -1072752 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1072963.125000 Penalty: 2980.567139
	Iteration 8Q: 3 clusters Score -1072963 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1073247.625000 Penalty: 2980.567139
	Iteration 9Q: 3 clusters Score -1073248 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1073588.500000 Penalty: 2980.567139
	Iteration 10F: 3 clusters Score -1073588 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1073994.375000 Penalty: 2980.567139
	Iteration 11F: 3 clusters Score -1073994 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1074435.750000 Penalty: 2980.567139
	Iteration 12F: 3 clusters Score -1074436 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1074820.250000 Penalty: 2980.567139
	Iteration 13Q: 3 clusters Score -1074820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1075061.625000 Penalty: 2980.567139
	Iteration 14Q: 3 clusters Score -1075062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1075202.750000 Penalty: 2980.567139
	Iteration 15Q: 3 clusters Score -1075203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1075283.250000 Penalty: 2980.567139
	Iteration 16Q: 3 clusters Score -1075283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1075353.750000 Penalty: 2980.567139
	Iteration 17Q: 3 clusters Score -1075354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1075400.750000 Penalty: 2980.567139
	Iteration 18Q: 3 clusters Score -1075401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1075420.875000 Penalty: 2980.567139
	Iteration 19Q: 3 clusters Score -1075421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1075443.625000 Penalty: 2980.567139
	Iteration 20F: 3 clusters Score -1075444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1075457.250000 Penalty: 2980.567139
	Iteration 21Q: 3 clusters Score -1075457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1075466.500000 Penalty: 2980.567139
	Iteration 22Q: 3 clusters Score -1075466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1075471.000000 Penalty: 2980.567139
	Iteration 23Q: 3 clusters Score -1075471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1075474.375000 Penalty: 2980.567139
	Iteration 24Q: 3 clusters Score -1075474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1075476.750000 Penalty: 2980.567139
	Iteration 25Q: 3 clusters Score -1075477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1075479.375000 Penalty: 2980.567139
	Iteration 26Q: 3 clusters Score -1075479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1075482.000000 Penalty: 2980.567139
	Iteration 27Q: 3 clusters Score -1075482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1075484.000000 Penalty: 2980.567139
	Iteration 28Q: 3 clusters Score -1075484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1075484.375000 Penalty: 2980.567139
	Iteration 29Q: 3 clusters Score -1075484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1075484.625000 Penalty: 2980.567139
	Iteration 30Q: 3 clusters Score -1075485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1075484.625000 Penalty: 2980.567139
	Iteration 31F: 3 clusters Score -1075485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -128631.781250 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -128631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127059.500000 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -127059.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127299.312500 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -127299.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127373.757812 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -127373.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127427.257812 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -127427.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127453.656250 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -127453.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127469.867188 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -127469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127479.054688 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -127479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127488.367188 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -127488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127492.382812 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -127492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127496.304688 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -127496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127498.953125 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -127499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127501.851562 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -127501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127502.953125 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -127503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127504.007812 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -127504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127504.726562 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -127504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127505.429688 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -127505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127506.007812 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -127506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127506.406250 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -127506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127506.820312 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -127506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127507.265625 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -127507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -127509.031250 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -127509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127509.437500 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -127509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127510.000000 Penalty: 2297.709229
	Iteration 22Q: 3 clusters Score -127510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127510.867188 Penalty: 2297.709229
	Iteration 23Q: 3 clusters Score -127510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127512.250000 Penalty: 2297.709229
	Iteration 24Q: 3 clusters Score -127512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127512.250000 Penalty: 2297.709229
	Iteration 25F: 3 clusters Score -127512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Entering Unmasked Estep 
Score: -2010981.125000 Penalty: 1591.680176
	Iteration 0F: 2 clusters Score -2010981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1998696.375000 Penalty: 3183.360352
	Iteration 0F: 3 clusters Score -1998696 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2002972.625000 Penalty: 3183.360352
	Iteration 1F: 3 clusters Score -2002973 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2003235.375000 Penalty: 3183.360352
	Iteration 2Q: 3 clusters Score -2003235 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2003506.875000 Penalty: 3183.360352
	Iteration 3Q: 3 clusters Score -2003507 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2003800.250000 Penalty: 3183.360352
	Iteration 4Q: 3 clusters Score -2003800 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2004112.250000 Penalty: 3183.360352
	Iteration 5Q: 3 clusters Score -2004112 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2004467.750000 Penalty: 3183.360352
	Iteration 6Q: 3 clusters Score -2004468 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2004889.625000 Penalty: 3183.360352
	Iteration 7Q: 3 clusters Score -2004890 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2005451.000000 Penalty: 3183.360352
	Iteration 8F: 3 clusters Score -2005451 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2006203.625000 Penalty: 3183.360352
	Iteration 9F: 3 clusters Score -2006204 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2007032.375000 Penalty: 3183.360352
	Iteration 10F: 3 clusters Score -2007032 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2007663.000000 Penalty: 3183.360352
	Iteration 11Q: 3 clusters Score -2007663 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2008026.000000 Penalty: 3183.360352
	Iteration 12Q: 3 clusters Score -2008026 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2008248.750000 Penalty: 3183.360352
	Iteration 13Q: 3 clusters Score -2008249 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2008461.000000 Penalty: 3183.360352
	Iteration 14Q: 3 clusters Score -2008461 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2008635.500000 Penalty: 3183.360352
	Iteration 15Q: 3 clusters Score -2008636 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2008787.375000 Penalty: 3183.360352
	Iteration 16Q: 3 clusters Score -2008787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2008902.125000 Penalty: 3183.360352
	Iteration 17Q: 3 clusters Score -2008902 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2008987.750000 Penalty: 3183.360352
	Iteration 18Q: 3 clusters Score -2008988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2009070.625000 Penalty: 3183.360352
	Iteration 19Q: 3 clusters Score -2009071 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2009150.875000 Penalty: 3183.360352
	Iteration 20F: 3 clusters Score -2009151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2009208.000000 Penalty: 3183.360352
	Iteration 21Q: 3 clusters Score -2009208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2009243.250000 Penalty: 3183.360352
	Iteration 22Q: 3 clusters Score -2009243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2009280.375000 Penalty: 3183.360352
	Iteration 23Q: 3 clusters Score -2009280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2009312.750000 Penalty: 3183.360352
	Iteration 24Q: 3 clusters Score -2009313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2009339.125000 Penalty: 3183.360352
	Iteration 25Q: 3 clusters Score -2009339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2009357.125000 Penalty: 3183.360352
	Iteration 26Q: 3 clusters Score -2009357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2009392.125000 Penalty: 3183.360352
	Iteration 27Q: 3 clusters Score -2009392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2009407.625000 Penalty: 3183.360352
	Iteration 28Q: 3 clusters Score -2009408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2009431.875000 Penalty: 3183.360352
	Iteration 29Q: 3 clusters Score -2009432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2009452.125000 Penalty: 3183.360352
	Iteration 30Q: 3 clusters Score -2009452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2009466.750000 Penalty: 3183.360352
	Iteration 31Q: 3 clusters Score -2009467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2009473.625000 Penalty: 3183.360352
	Iteration 32Q: 3 clusters Score -2009474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2009478.875000 Penalty: 3183.360352
	Iteration 33Q: 3 clusters Score -2009479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2009485.125000 Penalty: 3183.360352
	Iteration 34Q: 3 clusters Score -2009485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2009488.875000 Penalty: 3183.360352
	Iteration 35Q: 3 clusters Score -2009489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2009495.375000 Penalty: 3183.360352
	Iteration 36Q: 3 clusters Score -2009495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2009503.125000 Penalty: 3183.360352
	Iteration 37Q: 3 clusters Score -2009503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2009502.125000 Penalty: 3183.360352
	Iteration 38Q: 3 clusters Score -2009502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2009500.375000 Penalty: 3183.360352
	Iteration 39Q: 3 clusters Score -2009500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2009503.375000 Penalty: 3183.360352
	Iteration 40F: 3 clusters Score -2009503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2009502.875000 Penalty: 3183.360352
	Iteration 41Q: 3 clusters Score -2009503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2009503.000000 Penalty: 3183.360352
	Iteration 42Q: 3 clusters Score -2009503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2009502.125000 Penalty: 3183.360352
	Iteration 43Q: 3 clusters Score -2009502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2009507.500000 Penalty: 3183.360352
	Iteration 44Q: 3 clusters Score -2009508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2009514.500000 Penalty: 3183.360352
	Iteration 45Q: 3 clusters Score -2009514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2009511.625000 Penalty: 3183.360352
	Iteration 46Q: 3 clusters Score -2009512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2009517.625000 Penalty: 3183.360352
	Iteration 47Q: 3 clusters Score -2009518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2009516.875000 Penalty: 3183.360352
	Iteration 48Q: 3 clusters Score -2009517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2009518.000000 Penalty: 3183.360352
	Iteration 49Q: 3 clusters Score -2009518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2009518.875000 Penalty: 3183.360352
	Iteration 50Q: 3 clusters Score -2009519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2009518.250000 Penalty: 3183.360352
	Iteration 51Q: 3 clusters Score -2009518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2009518.250000 Penalty: 3183.360352
	Iteration 52F: 3 clusters Score -2009518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -184611.187500 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -184611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182683.343750 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -182683.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183124.687500 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -183124.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183262.703125 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -183262.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183351.156250 Penalty: 2418.047607
	Iteration 3F: 3 clusters Score -183351.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183405.531250 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -183405.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183451.031250 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -183451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -183477.859375 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -183477.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -183501.078125 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -183501.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183513.812500 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -183513.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -183523.328125 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -183523.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183529.296875 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -183529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183534.140625 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -183534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183537.140625 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -183537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183540.500000 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -183540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -183545.046875 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -183545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -183547.968750 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -183548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -183550.343750 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -183550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -183552.765625 Penalty: 2418.047607
	Iteration 17Q: 3 clusters Score -183552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -183555.187500 Penalty: 2418.047607
	Iteration 18Q: 3 clusters Score -183555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -183559.218750 Penalty: 2418.047607
	Iteration 19Q: 3 clusters Score -183559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -183562.453125 Penalty: 2418.047607
	Iteration 20F: 3 clusters Score -183562.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -183566.093750 Penalty: 2418.047607
	Iteration 21Q: 3 clusters Score -183566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -183569.140625 Penalty: 2418.047607
	Iteration 22Q: 3 clusters Score -183569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -183575.234375 Penalty: 2418.047607
	Iteration 23Q: 3 clusters Score -183575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -183581.796875 Penalty: 2418.047607
	Iteration 24Q: 3 clusters Score -183581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -183585.609375 Penalty: 2418.047607
	Iteration 25Q: 3 clusters Score -183585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -183591.500000 Penalty: 2418.047607
	Iteration 26Q: 3 clusters Score -183591.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183595.062500 Penalty: 2418.047607
	Iteration 27Q: 3 clusters Score -183595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -183599.640625 Penalty: 2418.047607
	Iteration 28Q: 3 clusters Score -183599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183603.531250 Penalty: 2418.047607
	Iteration 29Q: 3 clusters Score -183603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -183613.640625 Penalty: 2418.047607
	Iteration 30Q: 3 clusters Score -183613.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -183622.078125 Penalty: 2418.047607
	Iteration 31Q: 3 clusters Score -183622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -183631.109375 Penalty: 2418.047607
	Iteration 32Q: 3 clusters Score -183631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -183637.187500 Penalty: 2418.047607
	Iteration 33Q: 3 clusters Score -183637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -183643.781250 Penalty: 2418.047607
	Iteration 34Q: 3 clusters Score -183643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -183652.109375 Penalty: 2418.047607
	Iteration 35Q: 3 clusters Score -183652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -183657.796875 Penalty: 2418.047607
	Iteration 36Q: 3 clusters Score -183657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -183664.734375 Penalty: 2418.047607
	Iteration 37Q: 3 clusters Score -183664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -183670.328125 Penalty: 2418.047607
	Iteration 38Q: 3 clusters Score -183670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -183673.656250 Penalty: 2418.047607
	Iteration 39Q: 3 clusters Score -183673.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -183675.765625 Penalty: 2418.047607
	Iteration 40F: 3 clusters Score -183675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183676.250000 Penalty: 2418.047607
	Iteration 41Q: 3 clusters Score -183676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -183676.250000 Penalty: 2418.047607
	Iteration 42F: 3 clusters Score -183676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151260 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118280 members 
Mstep: Class 8 contains 71189 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751040.000000 Penalty: 36686.867188
Iteration 319Q: 18 clusters Score -6.475104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151263 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118277 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751028.000000 Penalty: 36686.867188
Iteration 320F: 18 clusters Score -6.475103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44226 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151265 members 
Mstep: Class 5 contains 51974 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118274 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751044.000000 Penalty: 36686.867188
Iteration 321Q: 18 clusters Score -6.475104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151262 members 
Mstep: Class 5 contains 51975 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118274 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 36686.867188
Iteration 322Q: 18 clusters Score -6.475108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151263 members 
Mstep: Class 5 contains 51977 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118271 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 36686.867188
Iteration 323Q: 18 clusters Score -6.475108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 86332 members 
Mstep: Class 4 contains 151263 members 
Mstep: Class 5 contains 51977 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 118271 members 
Mstep: Class 8 contains 71188 members 
Mstep: Class 9 contains 4264 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 17944 members 
Mstep: Class 21 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 36686.867188
Iteration 324F: 18 clusters Score -6.475108e+07 nChanged 0
Entering ConstructFrom: 
Score: -64751084.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -204207.125000 Penalty: 1227.238647
	Iteration 0F: 2 clusters Score -204207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202182.046875 Penalty: 2454.477295
	Iteration 0F: 3 clusters Score -202182 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202679.546875 Penalty: 2454.477295
	Iteration 1F: 3 clusters Score -202679.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -202800.781250 Penalty: 2454.477295
	Iteration 2F: 3 clusters Score -202800.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202878.890625 Penalty: 2454.477295
	Iteration 3Q: 3 clusters Score -202878.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -202968.265625 Penalty: 2454.477295
	Iteration 4Q: 3 clusters Score -202968.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203054.593750 Penalty: 2454.477295
	Iteration 5Q: 3 clusters Score -203054.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -203134.734375 Penalty: 2454.477295
	Iteration 6Q: 3 clusters Score -203134.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203211.328125 Penalty: 2454.477295
	Iteration 7Q: 3 clusters Score -203211.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203253.875000 Penalty: 2454.477295
	Iteration 8Q: 3 clusters Score -203253.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203295.296875 Penalty: 2454.477295
	Iteration 9Q: 3 clusters Score -203295.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203326.218750 Penalty: 2454.477295
	Iteration 10Q: 3 clusters Score -203326.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203357.828125 Penalty: 2454.477295
	Iteration 11Q: 3 clusters Score -203357.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203375.515625 Penalty: 2454.477295
	Iteration 12Q: 3 clusters Score -203375.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -203386.453125 Penalty: 2454.477295
	Iteration 13Q: 3 clusters Score -203386.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -203394.140625 Penalty: 2454.477295
	Iteration 14Q: 3 clusters Score -203394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -203398.750000 Penalty: 2454.477295
	Iteration 15Q: 3 clusters Score -203398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -203401.234375 Penalty: 2454.477295
	Iteration 16Q: 3 clusters Score -203401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203404.140625 Penalty: 2454.477295
	Iteration 17Q: 3 clusters Score -203404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -203405.609375 Penalty: 2454.477295
	Iteration 18Q: 3 clusters Score -203405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203407.234375 Penalty: 2454.477295
	Iteration 19Q: 3 clusters Score -203407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -203408.000000 Penalty: 2454.477295
	Iteration 20F: 3 clusters Score -203408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Entering Unmasked Estep 
Score: -5048265.500000 Penalty: 1738.277344
	Iteration 0F: 2 clusters Score -5048266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5018784.000000 Penalty: 3476.554688
	Iteration 0F: 3 clusters Score -5018784 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5030467.500000 Penalty: 3476.554688
	Iteration 1F: 3 clusters Score -5030468 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5031311.000000 Penalty: 3476.554688
	Iteration 2Q: 3 clusters Score -5031311 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5032425.500000 Penalty: 3476.554688
	Iteration 3F: 3 clusters Score -5032426 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5034099.500000 Penalty: 3476.554688
	Iteration 4F: 3 clusters Score -5034100 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5036503.500000 Penalty: 3476.554688
	Iteration 5F: 3 clusters Score -5036504 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5039406.000000 Penalty: 3476.554688
	Iteration 6F: 3 clusters Score -5039406 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -5042183.000000 Penalty: 3476.554688
	Iteration 7F: 3 clusters Score -5042183 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -5043970.000000 Penalty: 3476.554688
	Iteration 8Q: 3 clusters Score -5043970 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5044759.000000 Penalty: 3476.554688
	Iteration 9Q: 3 clusters Score -5044759 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -5045125.500000 Penalty: 3476.554688
	Iteration 10Q: 3 clusters Score -5045126 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -5045340.500000 Penalty: 3476.554688
	Iteration 11Q: 3 clusters Score -5045340 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5045486.500000 Penalty: 3476.554688
	Iteration 12Q: 3 clusters Score -5045486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5045651.000000 Penalty: 3476.554688
	Iteration 13Q: 3 clusters Score -5045651 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5045758.500000 Penalty: 3476.554688
	Iteration 14Q: 3 clusters Score -5045758 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5045900.500000 Penalty: 3476.554688
	Iteration 15Q: 3 clusters Score -5045900 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5046031.000000 Penalty: 3476.554688
	Iteration 16Q: 3 clusters Score -5046031 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5046160.500000 Penalty: 3476.554688
	Iteration 17Q: 3 clusters Score -5046160 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5046284.500000 Penalty: 3476.554688
	Iteration 18Q: 3 clusters Score -5046284 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5046389.500000 Penalty: 3476.554688
	Iteration 19Q: 3 clusters Score -5046390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5046512.500000 Penalty: 3476.554688
	Iteration 20F: 3 clusters Score -5046512 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5046588.000000 Penalty: 3476.554688
	Iteration 21Q: 3 clusters Score -5046588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5046655.000000 Penalty: 3476.554688
	Iteration 22Q: 3 clusters Score -5046655 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5046737.500000 Penalty: 3476.554688
	Iteration 23Q: 3 clusters Score -5046738 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5046782.500000 Penalty: 3476.554688
	Iteration 24Q: 3 clusters Score -5046782 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5046832.500000 Penalty: 3476.554688
	Iteration 25Q: 3 clusters Score -5046832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5046848.500000 Penalty: 3476.554688
	Iteration 26Q: 3 clusters Score -5046848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5046892.000000 Penalty: 3476.554688
	Iteration 27Q: 3 clusters Score -5046892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5046928.000000 Penalty: 3476.554688
	Iteration 28Q: 3 clusters Score -5046928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5046957.000000 Penalty: 3476.554688
	Iteration 29Q: 3 clusters Score -5046957 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5046988.000000 Penalty: 3476.554688
	Iteration 30Q: 3 clusters Score -5046988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5047027.000000 Penalty: 3476.554688
	Iteration 31Q: 3 clusters Score -5047027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5047035.500000 Penalty: 3476.554688
	Iteration 32Q: 3 clusters Score -5047036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5047042.000000 Penalty: 3476.554688
	Iteration 33Q: 3 clusters Score -5047042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5047049.000000 Penalty: 3476.554688
	Iteration 34Q: 3 clusters Score -5047049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5047068.500000 Penalty: 3476.554688
	Iteration 35Q: 3 clusters Score -5047068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5047090.500000 Penalty: 3476.554688
	Iteration 36Q: 3 clusters Score -5047090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5047105.000000 Penalty: 3476.554688
	Iteration 37Q: 3 clusters Score -5047105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5047116.000000 Penalty: 3476.554688
	Iteration 38Q: 3 clusters Score -5047116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5047122.500000 Penalty: 3476.554688
	Iteration 39Q: 3 clusters Score -5047122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5047128.000000 Penalty: 3476.554688
	Iteration 40F: 3 clusters Score -5047128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5047133.000000 Penalty: 3476.554688
	Iteration 41Q: 3 clusters Score -5047133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5047137.500000 Penalty: 3476.554688
	Iteration 42Q: 3 clusters Score -5047138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5047144.000000 Penalty: 3476.554688
	Iteration 43Q: 3 clusters Score -5047144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5047146.000000 Penalty: 3476.554688
	Iteration 44Q: 3 clusters Score -5047146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5047151.500000 Penalty: 3476.554688
	Iteration 45Q: 3 clusters Score -5047152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5047161.500000 Penalty: 3476.554688
	Iteration 46Q: 3 clusters Score -5047162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5047178.500000 Penalty: 3476.554688
	Iteration 47Q: 3 clusters Score -5047178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5047185.500000 Penalty: 3476.554688
	Iteration 48Q: 3 clusters Score -5047186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5047190.500000 Penalty: 3476.554688
	Iteration 49Q: 3 clusters Score -5047190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5047193.000000 Penalty: 3476.554688
	Iteration 50Q: 3 clusters Score -5047193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5047192.000000 Penalty: 3476.554688
	Iteration 51Q: 3 clusters Score -5047192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5047193.500000 Penalty: 3476.554688
	Iteration 52Q: 3 clusters Score -5047194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5047202.000000 Penalty: 3476.554688
	Iteration 53Q: 3 clusters Score -5047202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5047210.000000 Penalty: 3476.554688
	Iteration 54Q: 3 clusters Score -5047210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5047206.500000 Penalty: 3476.554688
	Iteration 55Q: 3 clusters Score -5047206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5047210.000000 Penalty: 3476.554688
	Iteration 56Q: 3 clusters Score -5047210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5047212.000000 Penalty: 3476.554688
	Iteration 57Q: 3 clusters Score -5047212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5047207.500000 Penalty: 3476.554688
	Iteration 58Q: 3 clusters Score -5047208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5047210.500000 Penalty: 3476.554688
	Iteration 59Q: 3 clusters Score -5047210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5047213.500000 Penalty: 3476.554688
	Iteration 60F: 3 clusters Score -5047214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5047218.000000 Penalty: 3476.554688
	Iteration 61Q: 3 clusters Score -5047218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5047214.000000 Penalty: 3476.554688
	Iteration 62Q: 3 clusters Score -5047214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5047213.500000 Penalty: 3476.554688
	Iteration 63Q: 3 clusters Score -5047214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5047215.000000 Penalty: 3476.554688
	Iteration 64Q: 3 clusters Score -5047215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5047215.000000 Penalty: 3476.554688
	Iteration 65F: 3 clusters Score -5047215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Entering Unmasked Estep 
Score: -9653513.000000 Penalty: 1846.967773
	Iteration 0F: 2 clusters Score -9653513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9595724.000000 Penalty: 3693.935547
	Iteration 0F: 3 clusters Score -9595724 nChanged 41057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -9619725.000000 Penalty: 3693.935547
	Iteration 1F: 3 clusters Score -9619725 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -9620462.000000 Penalty: 3693.935547
	Iteration 2Q: 3 clusters Score -9620462 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -9621819.000000 Penalty: 3693.935547
	Iteration 3Q: 3 clusters Score -9621819 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -9623988.000000 Penalty: 3693.935547
	Iteration 4F: 3 clusters Score -9623988 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -9627723.000000 Penalty: 3693.935547
	Iteration 5F: 3 clusters Score -9627723 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -9633605.000000 Penalty: 3693.935547
	Iteration 6F: 3 clusters Score -9633605 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -9640955.000000 Penalty: 3693.935547
	Iteration 7F: 3 clusters Score -9640955 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -9646958.000000 Penalty: 3693.935547
	Iteration 8F: 3 clusters Score -9646958 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -9649984.000000 Penalty: 3693.935547
	Iteration 9Q: 3 clusters Score -9649984 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -9651097.000000 Penalty: 3693.935547
	Iteration 10Q: 3 clusters Score -9651097 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -9651570.000000 Penalty: 3693.935547
	Iteration 11Q: 3 clusters Score -9651570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -9651725.000000 Penalty: 3693.935547
	Iteration 12Q: 3 clusters Score -9651725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -9651801.000000 Penalty: 3693.935547
	Iteration 13Q: 3 clusters Score -9651801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -9651821.000000 Penalty: 3693.935547
	Iteration 14Q: 3 clusters Score -9651821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -9651838.000000 Penalty: 3693.935547
	Iteration 15Q: 3 clusters Score -9651838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -9651849.000000 Penalty: 3693.935547
	Iteration 16Q: 3 clusters Score -9651849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -9651858.000000 Penalty: 3693.935547
	Iteration 17Q: 3 clusters Score -9651858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -9651865.000000 Penalty: 3693.935547
	Iteration 18Q: 3 clusters Score -9651865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -9651875.000000 Penalty: 3693.935547
	Iteration 19Q: 3 clusters Score -9651875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -9651875.000000 Penalty: 3693.935547
	Iteration 20F: 3 clusters Score -9651875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Entering Unmasked Estep 
Score: -17006114.000000 Penalty: 1938.100952
	Iteration 0F: 2 clusters Score -1.700611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -16909268.000000 Penalty: 3876.201904
	Iteration 0F: 3 clusters Score -1.690927e+07 nChanged 72757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -16952264.000000 Penalty: 3876.201904
	Iteration 1F: 3 clusters Score -1.695226e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -16954178.000000 Penalty: 3876.201904
	Iteration 2Q: 3 clusters Score -1.695418e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -16956846.000000 Penalty: 3876.201904
	Iteration 3Q: 3 clusters Score -1.695685e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -16960850.000000 Penalty: 3876.201904
	Iteration 4F: 3 clusters Score -1.696085e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -16966286.000000 Penalty: 3876.201904
	Iteration 5F: 3 clusters Score -1.696629e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -16973560.000000 Penalty: 3876.201904
	Iteration 6F: 3 clusters Score -1.697356e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -16981796.000000 Penalty: 3876.201904
	Iteration 7F: 3 clusters Score -1.69818e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -16987900.000000 Penalty: 3876.201904
	Iteration 8F: 3 clusters Score -1.69879e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -16990786.000000 Penalty: 3876.201904
	Iteration 9Q: 3 clusters Score -1.699079e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -16992212.000000 Penalty: 3876.201904
	Iteration 10Q: 3 clusters Score -1.699221e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -16993434.000000 Penalty: 3876.201904
	Iteration 11Q: 3 clusters Score -1.699343e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -16994618.000000 Penalty: 3876.201904
	Iteration 12Q: 3 clusters Score -1.699462e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 108812 members 
Entering Unmasked Estep 
Score: -16995772.000000 Penalty: 3876.201904
	Iteration 13Q: 3 clusters Score -1.699577e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -16996922.000000 Penalty: 3876.201904
	Iteration 14Q: 3 clusters Score -1.699692e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -16998246.000000 Penalty: 3876.201904
	Iteration 15Q: 3 clusters Score -1.699825e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 118886 members 
Entering Unmasked Estep 
Score: -16999450.000000 Penalty: 3876.201904
	Iteration 16Q: 3 clusters Score -1.699945e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -17000590.000000 Penalty: 3876.201904
	Iteration 17Q: 3 clusters Score -1.700059e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -17001468.000000 Penalty: 3876.201904
	Iteration 18Q: 3 clusters Score -1.700147e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -17002412.000000 Penalty: 3876.201904
	Iteration 19Q: 3 clusters Score -1.700241e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -17003150.000000 Penalty: 3876.201904
	Iteration 20F: 3 clusters Score -1.700315e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -17003792.000000 Penalty: 3876.201904
	Iteration 21Q: 3 clusters Score -1.700379e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 133069 members 
Entering Unmasked Estep 
Score: -17004250.000000 Penalty: 3876.201904
	Iteration 22Q: 3 clusters Score -1.700425e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -17004702.000000 Penalty: 3876.201904
	Iteration 23Q: 3 clusters Score -1.70047e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -17004882.000000 Penalty: 3876.201904
	Iteration 24Q: 3 clusters Score -1.700488e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 136998 members 
Entering Unmasked Estep 
Score: -17005200.000000 Penalty: 3876.201904
	Iteration 25Q: 3 clusters Score -1.70052e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 138013 members 
Entering Unmasked Estep 
Score: -17005392.000000 Penalty: 3876.201904
	Iteration 26Q: 3 clusters Score -1.700539e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 138923 members 
Entering Unmasked Estep 
Score: -17005494.000000 Penalty: 3876.201904
	Iteration 27Q: 3 clusters Score -1.700549e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 139732 members 
Entering Unmasked Estep 
Score: -17005690.000000 Penalty: 3876.201904
	Iteration 28Q: 3 clusters Score -1.700569e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -17005744.000000 Penalty: 3876.201904
	Iteration 29Q: 3 clusters Score -1.700574e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -17005800.000000 Penalty: 3876.201904
	Iteration 30Q: 3 clusters Score -1.70058e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 141700 members 
Entering Unmasked Estep 
Score: -17005812.000000 Penalty: 3876.201904
	Iteration 31Q: 3 clusters Score -1.700581e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -17005856.000000 Penalty: 3876.201904
	Iteration 32Q: 3 clusters Score -1.700586e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -17005900.000000 Penalty: 3876.201904
	Iteration 33Q: 3 clusters Score -1.70059e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -17005884.000000 Penalty: 3876.201904
	Iteration 34Q: 3 clusters Score -1.700588e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -17005952.000000 Penalty: 3876.201904
	Iteration 35Q: 3 clusters Score -1.700595e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 143737 members 
Entering Unmasked Estep 
Score: -17005968.000000 Penalty: 3876.201904
	Iteration 36Q: 3 clusters Score -1.700597e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -17006008.000000 Penalty: 3876.201904
	Iteration 37Q: 3 clusters Score -1.700601e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 144346 members 
Entering Unmasked Estep 
Score: -17006042.000000 Penalty: 3876.201904
	Iteration 38Q: 3 clusters Score -1.700604e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -17006052.000000 Penalty: 3876.201904
	Iteration 39Q: 3 clusters Score -1.700605e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -17006062.000000 Penalty: 3876.201904
	Iteration 40F: 3 clusters Score -1.700606e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 145042 members 
Entering Unmasked Estep 
Score: -17006076.000000 Penalty: 3876.201904
	Iteration 41Q: 3 clusters Score -1.700608e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -17006080.000000 Penalty: 3876.201904
	Iteration 42Q: 3 clusters Score -1.700608e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 145368 members 
Entering Unmasked Estep 
Score: -17006052.000000 Penalty: 3876.201904
	Iteration 43Q: 3 clusters Score -1.700605e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -17006042.000000 Penalty: 3876.201904
	Iteration 44Q: 3 clusters Score -1.700604e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -17006044.000000 Penalty: 3876.201904
	Iteration 45Q: 3 clusters Score -1.700604e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -17006024.000000 Penalty: 3876.201904
	Iteration 46Q: 3 clusters Score -1.700602e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 145938 members 
Entering Unmasked Estep 
Score: -17006030.000000 Penalty: 3876.201904
	Iteration 47Q: 3 clusters Score -1.700603e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -17006024.000000 Penalty: 3876.201904
	Iteration 48Q: 3 clusters Score -1.700602e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -17006014.000000 Penalty: 3876.201904
	Iteration 49Q: 3 clusters Score -1.700601e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -17006018.000000 Penalty: 3876.201904
	Iteration 50Q: 3 clusters Score -1.700602e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -17006012.000000 Penalty: 3876.201904
	Iteration 51Q: 3 clusters Score -1.700601e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -17006002.000000 Penalty: 3876.201904
	Iteration 52Q: 3 clusters Score -1.7006e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -17006002.000000 Penalty: 3876.201904
	Iteration 53Q: 3 clusters Score -1.7006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -17005990.000000 Penalty: 3876.201904
	Iteration 54Q: 3 clusters Score -1.700599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -17005978.000000 Penalty: 3876.201904
	Iteration 55Q: 3 clusters Score -1.700598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -17005976.000000 Penalty: 3876.201904
	Iteration 56Q: 3 clusters Score -1.700598e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -17005952.000000 Penalty: 3876.201904
	Iteration 57Q: 3 clusters Score -1.700595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -17005972.000000 Penalty: 3876.201904
	Iteration 58Q: 3 clusters Score -1.700597e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -17005962.000000 Penalty: 3876.201904
	Iteration 59Q: 3 clusters Score -1.700596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -17005978.000000 Penalty: 3876.201904
	Iteration 60F: 3 clusters Score -1.700598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -17005982.000000 Penalty: 3876.201904
	Iteration 61Q: 3 clusters Score -1.700598e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 146899 members 
Entering Unmasked Estep 
Score: -17005984.000000 Penalty: 3876.201904
	Iteration 62Q: 3 clusters Score -1.700598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -17005974.000000 Penalty: 3876.201904
	Iteration 63Q: 3 clusters Score -1.700597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -17005986.000000 Penalty: 3876.201904
	Iteration 64Q: 3 clusters Score -1.700599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -17005980.000000 Penalty: 3876.201904
	Iteration 65Q: 3 clusters Score -1.700598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 146971 members 
Entering Unmasked Estep 
Score: -17005976.000000 Penalty: 3876.201904
	Iteration 66Q: 3 clusters Score -1.700598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 146986 members 
Entering Unmasked Estep 
Score: -17005988.000000 Penalty: 3876.201904
	Iteration 67Q: 3 clusters Score -1.700599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -17005998.000000 Penalty: 3876.201904
	Iteration 68Q: 3 clusters Score -1.7006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 147015 members 
Entering Unmasked Estep 
Score: -17006028.000000 Penalty: 3876.201904
	Iteration 69Q: 3 clusters Score -1.700603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -17006020.000000 Penalty: 3876.201904
	Iteration 70Q: 3 clusters Score -1.700602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -17006016.000000 Penalty: 3876.201904
	Iteration 71Q: 3 clusters Score -1.700602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -17006004.000000 Penalty: 3876.201904
	Iteration 72Q: 3 clusters Score -1.7006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -17005992.000000 Penalty: 3876.201904
	Iteration 73Q: 3 clusters Score -1.700599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -17006008.000000 Penalty: 3876.201904
	Iteration 74Q: 3 clusters Score -1.700601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -17006004.000000 Penalty: 3876.201904
	Iteration 75Q: 3 clusters Score -1.7006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 147137 members 
Entering Unmasked Estep 
Score: -17005994.000000 Penalty: 3876.201904
	Iteration 76Q: 3 clusters Score -1.700599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -17005988.000000 Penalty: 3876.201904
	Iteration 77Q: 3 clusters Score -1.700599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -17005988.000000 Penalty: 3876.201904
	Iteration 78Q: 3 clusters Score -1.700599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -17005994.000000 Penalty: 3876.201904
	Iteration 79Q: 3 clusters Score -1.700599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 147169 members 
Entering Unmasked Estep 
Score: -17005992.000000 Penalty: 3876.201904
	Iteration 80F: 3 clusters Score -1.700599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -17005988.000000 Penalty: 3876.201904
	Iteration 81Q: 3 clusters Score -1.700599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 147182 members 
Entering Unmasked Estep 
Score: -17005976.000000 Penalty: 3876.201904
	Iteration 82Q: 3 clusters Score -1.700598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 147189 members 
Entering Unmasked Estep 
Score: -17005972.000000 Penalty: 3876.201904
	Iteration 83Q: 3 clusters Score -1.700597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 147194 members 
Entering Unmasked Estep 
Score: -17005980.000000 Penalty: 3876.201904
	Iteration 84Q: 3 clusters Score -1.700598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -17005990.000000 Penalty: 3876.201904
	Iteration 85Q: 3 clusters Score -1.700599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -17005990.000000 Penalty: 3876.201904
	Iteration 86Q: 3 clusters Score -1.700599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -17005990.000000 Penalty: 3876.201904
	Iteration 87F: 3 clusters Score -1.700599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Entering Unmasked Estep 
Score: -5912022.000000 Penalty: 1764.515503
	Iteration 0F: 2 clusters Score -5912022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5877216.000000 Penalty: 3529.031006
	Iteration 0F: 3 clusters Score -5877216 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5891374.000000 Penalty: 3529.031006
	Iteration 1F: 3 clusters Score -5891374 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5892004.000000 Penalty: 3529.031006
	Iteration 2Q: 3 clusters Score -5892004 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5892885.000000 Penalty: 3529.031006
	Iteration 3Q: 3 clusters Score -5892885 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5893973.500000 Penalty: 3529.031006
	Iteration 4Q: 3 clusters Score -5893974 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5895557.500000 Penalty: 3529.031006
	Iteration 5F: 3 clusters Score -5895558 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5897764.000000 Penalty: 3529.031006
	Iteration 6F: 3 clusters Score -5897764 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5900729.000000 Penalty: 3529.031006
	Iteration 7F: 3 clusters Score -5900729 nChanged 3560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5903795.500000 Penalty: 3529.031006
	Iteration 8F: 3 clusters Score -5903796 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -5905555.500000 Penalty: 3529.031006
	Iteration 9F: 3 clusters Score -5905556 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5906264.000000 Penalty: 3529.031006
	Iteration 10Q: 3 clusters Score -5906264 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5906608 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5906874 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5907062 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -5907214.000000 Penalty: 3529.031006
	Iteration 14Q: 3 clusters Score -5907214 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5907364 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5907459.500000 Penalty: 3529.031006
	Iteration 16Q: 3 clusters Score -5907460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5907517.500000 Penalty: 3529.031006
	Iteration 17Q: 3 clusters Score -5907518 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5907598.000000 Penalty: 3529.031006
	Iteration 18Q: 3 clusters Score -5907598 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5907663 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5907747.000000 Penalty: 3529.031006
	Iteration 20F: 3 clusters Score -5907747 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5907826.500000 Penalty: 3529.031006
	Iteration 21Q: 3 clusters Score -5907826 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5907891.000000 Penalty: 3529.031006
	Iteration 22Q: 3 clusters Score -5907891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5907933.000000 Penalty: 3529.031006
	Iteration 23Q: 3 clusters Score -5907933 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5908014.000000 Penalty: 3529.031006
	Iteration 24Q: 3 clusters Score -5908014 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5908116.000000 Penalty: 3529.031006
	Iteration 25Q: 3 clusters Score -5908116 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5908165.500000 Penalty: 3529.031006
	Iteration 26Q: 3 clusters Score -5908166 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5908224.500000 Penalty: 3529.031006
	Iteration 27Q: 3 clusters Score -5908224 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5908317.000000 Penalty: 3529.031006
	Iteration 28Q: 3 clusters Score -5908317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5908368.000000 Penalty: 3529.031006
	Iteration 29Q: 3 clusters Score -5908368 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -5908422.000000 Penalty: 3529.031006
	Iteration 30Q: 3 clusters Score -5908422 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5908466.500000 Penalty: 3529.031006
	Iteration 31Q: 3 clusters Score -5908466 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5908524 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5908561.500000 Penalty: 3529.031006
	Iteration 33Q: 3 clusters Score -5908562 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5908628 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5908688.500000 Penalty: 3529.031006
	Iteration 35Q: 3 clusters Score -5908688 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5908723.000000 Penalty: 3529.031006
	Iteration 36Q: 3 clusters Score -5908723 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5908785 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -5908872.500000 Penalty: 3529.031006
	Iteration 38Q: 3 clusters Score -5908872 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -5908908.500000 Penalty: 3529.031006
	Iteration 39Q: 3 clusters Score -5908908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5908969.500000 Penalty: 3529.031006
	Iteration 40F: 3 clusters Score -5908970 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -5909026.000000 Penalty: 3529.031006
	Iteration 41Q: 3 clusters Score -5909026 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5909069 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5909115.000000 Penalty: 3529.031006
	Iteration 43Q: 3 clusters Score -5909115 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5909176.000000 Penalty: 3529.031006
	Iteration 44Q: 3 clusters Score -5909176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -5909223.500000 Penalty: 3529.031006
	Iteration 45Q: 3 clusters Score -5909224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5909299 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -5909365.500000 Penalty: 3529.031006
	Iteration 47Q: 3 clusters Score -5909366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5909440.000000 Penalty: 3529.031006
	Iteration 48Q: 3 clusters Score -5909440 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -5909466.000000 Penalty: 3529.031006
	Iteration 49Q: 3 clusters Score -5909466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5909504.500000 Penalty: 3529.031006
	Iteration 50Q: 3 clusters Score -5909504 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -5909557.000000 Penalty: 3529.031006
	Iteration 51Q: 3 clusters Score -5909557 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5909607.500000 Penalty: 3529.031006
	Iteration 52Q: 3 clusters Score -5909608 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5909658 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5909698.500000 Penalty: 3529.031006
	Iteration 54Q: 3 clusters Score -5909698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5909752.000000 Penalty: 3529.031006
	Iteration 55Q: 3 clusters Score -5909752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5909787.500000 Penalty: 3529.031006
	Iteration 56Q: 3 clusters Score -5909788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5909830.500000 Penalty: 3529.031006
	Iteration 57Q: 3 clusters Score -5909830 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -5909858.500000 Penalty: 3529.031006
	Iteration 58Q: 3 clusters Score -5909858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5909903.500000 Penalty: 3529.031006
	Iteration 59Q: 3 clusters Score -5909904 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5909941.000000 Penalty: 3529.031006
	Iteration 60F: 3 clusters Score -5909941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5910009.000000 Penalty: 3529.031006
	Iteration 61Q: 3 clusters Score -5910009 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5910035.000000 Penalty: 3529.031006
	Iteration 62Q: 3 clusters Score -5910035 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5910108.000000 Penalty: 3529.031006
	Iteration 63Q: 3 clusters Score -5910108 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5910158.000000 Penalty: 3529.031006
	Iteration 64Q: 3 clusters Score -5910158 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5910219.500000 Penalty: 3529.031006
	Iteration 65Q: 3 clusters Score -5910220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5910272.000000 Penalty: 3529.031006
	Iteration 66Q: 3 clusters Score -5910272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5910291.000000 Penalty: 3529.031006
	Iteration 67Q: 3 clusters Score -5910291 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5910346.500000 Penalty: 3529.031006
	Iteration 68Q: 3 clusters Score -5910346 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5910376.500000 Penalty: 3529.031006
	Iteration 69Q: 3 clusters Score -5910376 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5910403.500000 Penalty: 3529.031006
	Iteration 70Q: 3 clusters Score -5910404 nChanged 153
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Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5910456.500000 Penalty: 3529.031006
	Iteration 71Q: 3 clusters Score -5910456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5910503.000000 Penalty: 3529.031006
	Iteration 72Q: 3 clusters Score -5910503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5910534.500000 Penalty: 3529.031006
	Iteration 73Q: 3 clusters Score -5910534 nChanged 140
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Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5910583.000000 Penalty: 3529.031006
	Iteration 74Q: 3 clusters Score -5910583 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5910611.500000 Penalty: 3529.031006
	Iteration 75Q: 3 clusters Score -5910612 nChanged 91
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Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5910621.500000 Penalty: 3529.031006
	Iteration 76Q: 3 clusters Score -5910622 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5910643.000000 Penalty: 3529.031006
	Iteration 77Q: 3 clusters Score -5910643 nChanged 69
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Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5910660 nChanged 57
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Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5910677.500000 Penalty: 3529.031006
	Iteration 79Q: 3 clusters Score -5910678 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5910684.500000 Penalty: 3529.031006
	Iteration 80F: 3 clusters Score -5910684 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5910699.000000 Penalty: 3529.031006
	Iteration 81Q: 3 clusters Score -5910699 nChanged 50
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Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5910703.000000 Penalty: 3529.031006
	Iteration 82Q: 3 clusters Score -5910703 nChanged 44
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Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5910717.000000 Penalty: 3529.031006
	Iteration 83Q: 3 clusters Score -5910717 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5910720.500000 Penalty: 3529.031006
	Iteration 84Q: 3 clusters Score -5910720 nChanged 24
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Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5910736.000000 Penalty: 3529.031006
	Iteration 85Q: 3 clusters Score -5910736 nChanged 25
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Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5910739.000000 Penalty: 3529.031006
	Iteration 86Q: 3 clusters Score -5910739 nChanged 20
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Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5910745 nChanged 26
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Mstep: Class 1 contains 49561 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5910736 nChanged 26
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Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5910746 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5910754.000000 Penalty: 3529.031006
	Iteration 90Q: 3 clusters Score -5910754 nChanged 30
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Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5910762.000000 Penalty: 3529.031006
	Iteration 91Q: 3 clusters Score -5910762 nChanged 39
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Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5910764.500000 Penalty: 3529.031006
	Iteration 92Q: 3 clusters Score -5910764 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5910774.000000 Penalty: 3529.031006
	Iteration 93Q: 3 clusters Score -5910774 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5910757.500000 Penalty: 3529.031006
	Iteration 94Q: 3 clusters Score -5910758 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5910749.500000 Penalty: 3529.031006
	Iteration 95Q: 3 clusters Score -5910750 nChanged 24
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Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5910752.500000 Penalty: 3529.031006
	Iteration 96Q: 3 clusters Score -5910752 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5910753.000000 Penalty: 3529.031006
	Iteration 97Q: 3 clusters Score -5910753 nChanged 33
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Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5910772.000000 Penalty: 3529.031006
	Iteration 98Q: 3 clusters Score -5910772 nChanged 30
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Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5910776.500000 Penalty: 3529.031006
	Iteration 99Q: 3 clusters Score -5910776 nChanged 27
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Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5910787.500000 Penalty: 3529.031006
	Iteration 100F: 3 clusters Score -5910788 nChanged 18
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Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5910791.500000 Penalty: 3529.031006
	Iteration 101Q: 3 clusters Score -5910792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5910796.500000 Penalty: 3529.031006
	Iteration 102Q: 3 clusters Score -5910796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5910801.000000 Penalty: 3529.031006
	Iteration 103Q: 3 clusters Score -5910801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5910793.000000 Penalty: 3529.031006
	Iteration 104Q: 3 clusters Score -5910793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5910796.500000 Penalty: 3529.031006
	Iteration 105Q: 3 clusters Score -5910796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5910795.000000 Penalty: 3529.031006
	Iteration 106Q: 3 clusters Score -5910795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5910794.500000 Penalty: 3529.031006
	Iteration 107Q: 3 clusters Score -5910794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5910794.500000 Penalty: 3529.031006
	Iteration 108Q: 3 clusters Score -5910794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5910800.500000 Penalty: 3529.031006
	Iteration 109Q: 3 clusters Score -5910800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5910805.500000 Penalty: 3529.031006
	Iteration 110Q: 3 clusters Score -5910806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5910814.000000 Penalty: 3529.031006
	Iteration 111Q: 3 clusters Score -5910814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5910817.000000 Penalty: 3529.031006
	Iteration 112Q: 3 clusters Score -5910817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5910817.000000 Penalty: 3529.031006
	Iteration 113Q: 3 clusters Score -5910817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5910816.000000 Penalty: 3529.031006
	Iteration 114Q: 3 clusters Score -5910816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5910810.500000 Penalty: 3529.031006
	Iteration 115Q: 3 clusters Score -5910810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5910808.000000 Penalty: 3529.031006
	Iteration 116Q: 3 clusters Score -5910808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5910812.000000 Penalty: 3529.031006
	Iteration 117Q: 3 clusters Score -5910812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5910810.000000 Penalty: 3529.031006
	Iteration 118Q: 3 clusters Score -5910810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5910808.000000 Penalty: 3529.031006
	Iteration 119Q: 3 clusters Score -5910808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5910804.000000 Penalty: 3529.031006
	Iteration 120F: 3 clusters Score -5910804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -115742.640625 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -115742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114230.632812 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -114230.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114542.093750 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -114542.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114668.390625 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -114668.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114759.796875 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -114759.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114838.234375 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -114838.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114890.257812 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -114890.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114922.468750 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -114922.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114962.640625 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -114962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114988.835938 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -114988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115006.835938 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -115006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115023.351562 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -115023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115030.539062 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -115030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -115040.101562 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -115040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115052.992188 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -115053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -115062.968750 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -115063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -115069.140625 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -115069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -115073.921875 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -115073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115076.796875 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -115076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115080.289062 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -115080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115080.289062 Penalty: 2280.106445
	Iteration 19F: 3 clusters Score -115080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (118271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Entering Unmasked Estep 
Score: -13340036.000000 Penalty: 1898.119263
	Iteration 0F: 2 clusters Score -1.334004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -13262541.000000 Penalty: 3796.238525
	Iteration 0F: 3 clusters Score -1.326254e+07 nChanged 56957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -13296425.000000 Penalty: 3796.238525
	Iteration 1F: 3 clusters Score -1.329642e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -13298257.000000 Penalty: 3796.238525
	Iteration 2Q: 3 clusters Score -1.329826e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69151 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -13301183.000000 Penalty: 3796.238525
	Iteration 3F: 3 clusters Score -1.330118e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -13306037.000000 Penalty: 3796.238525
	Iteration 4F: 3 clusters Score -1.330604e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -13313164.000000 Penalty: 3796.238525
	Iteration 5F: 3 clusters Score -1.331316e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -13321178.000000 Penalty: 3796.238525
	Iteration 6F: 3 clusters Score -1.332118e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -13327786.000000 Penalty: 3796.238525
	Iteration 7F: 3 clusters Score -1.332779e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -13331343.000000 Penalty: 3796.238525
	Iteration 8Q: 3 clusters Score -1.333134e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -13333213.000000 Penalty: 3796.238525
	Iteration 9Q: 3 clusters Score -1.333321e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -13334257.000000 Penalty: 3796.238525
	Iteration 10Q: 3 clusters Score -1.333426e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -13335026.000000 Penalty: 3796.238525
	Iteration 11Q: 3 clusters Score -1.333503e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -13335613.000000 Penalty: 3796.238525
	Iteration 12Q: 3 clusters Score -1.333561e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -13336098.000000 Penalty: 3796.238525
	Iteration 13Q: 3 clusters Score -1.33361e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -13336465.000000 Penalty: 3796.238525
	Iteration 14Q: 3 clusters Score -1.333646e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -13336760.000000 Penalty: 3796.238525
	Iteration 15Q: 3 clusters Score -1.333676e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -13336947.000000 Penalty: 3796.238525
	Iteration 16Q: 3 clusters Score -1.333695e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -13337066.000000 Penalty: 3796.238525
	Iteration 17Q: 3 clusters Score -1.333707e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -13337200.000000 Penalty: 3796.238525
	Iteration 18Q: 3 clusters Score -1.33372e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -13337315.000000 Penalty: 3796.238525
	Iteration 19Q: 3 clusters Score -1.333732e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -13337438.000000 Penalty: 3796.238525
	Iteration 20F: 3 clusters Score -1.333744e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -13337468.000000 Penalty: 3796.238525
	Iteration 21Q: 3 clusters Score -1.333747e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -13337511.000000 Penalty: 3796.238525
	Iteration 22Q: 3 clusters Score -1.333751e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -13337592.000000 Penalty: 3796.238525
	Iteration 23Q: 3 clusters Score -1.333759e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -13337621.000000 Penalty: 3796.238525
	Iteration 24Q: 3 clusters Score -1.333762e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -13337687.000000 Penalty: 3796.238525
	Iteration 25Q: 3 clusters Score -1.333769e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -13337755.000000 Penalty: 3796.238525
	Iteration 26Q: 3 clusters Score -1.333776e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -13337828.000000 Penalty: 3796.238525
	Iteration 27Q: 3 clusters Score -1.333783e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -13337855.000000 Penalty: 3796.238525
	Iteration 28Q: 3 clusters Score -1.333786e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -13337892.000000 Penalty: 3796.238525
	Iteration 29Q: 3 clusters Score -1.333789e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -13337939.000000 Penalty: 3796.238525
	Iteration 30Q: 3 clusters Score -1.333794e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -13337975.000000 Penalty: 3796.238525
	Iteration 31Q: 3 clusters Score -1.333798e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -13338034.000000 Penalty: 3796.238525
	Iteration 32Q: 3 clusters Score -1.333803e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -13338113.000000 Penalty: 3796.238525
	Iteration 33Q: 3 clusters Score -1.333811e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -13338158.000000 Penalty: 3796.238525
	Iteration 34Q: 3 clusters Score -1.333816e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -13338231.000000 Penalty: 3796.238525
	Iteration 35Q: 3 clusters Score -1.333823e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -13338236.000000 Penalty: 3796.238525
	Iteration 36Q: 3 clusters Score -1.333824e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113820 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -13338278.000000 Penalty: 3796.238525
	Iteration 37Q: 3 clusters Score -1.333828e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -13338309.000000 Penalty: 3796.238525
	Iteration 38Q: 3 clusters Score -1.333831e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -13338353.000000 Penalty: 3796.238525
	Iteration 39Q: 3 clusters Score -1.333835e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -13338376.000000 Penalty: 3796.238525
	Iteration 40F: 3 clusters Score -1.333838e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -13338365.000000 Penalty: 3796.238525
	Iteration 41Q: 3 clusters Score -1.333836e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -13338403.000000 Penalty: 3796.238525
	Iteration 42Q: 3 clusters Score -1.33384e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13338439.000000 Penalty: 3796.238525
	Iteration 43Q: 3 clusters Score -1.333844e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13338440.000000 Penalty: 3796.238525
	Iteration 44Q: 3 clusters Score -1.333844e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13338476.000000 Penalty: 3796.238525
	Iteration 45Q: 3 clusters Score -1.333848e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -13338488.000000 Penalty: 3796.238525
	Iteration 46Q: 3 clusters Score -1.333849e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115170 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -13338497.000000 Penalty: 3796.238525
	Iteration 47Q: 3 clusters Score -1.33385e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115254 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -13338513.000000 Penalty: 3796.238525
	Iteration 48Q: 3 clusters Score -1.333851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -13338562.000000 Penalty: 3796.238525
	Iteration 49Q: 3 clusters Score -1.333856e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -13338593.000000 Penalty: 3796.238525
	Iteration 50Q: 3 clusters Score -1.333859e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -13338603.000000 Penalty: 3796.238525
	Iteration 51Q: 3 clusters Score -1.33386e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -13338631.000000 Penalty: 3796.238525
	Iteration 52Q: 3 clusters Score -1.333863e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -13338647.000000 Penalty: 3796.238525
	Iteration 53Q: 3 clusters Score -1.333865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13338667.000000 Penalty: 3796.238525
	Iteration 54Q: 3 clusters Score -1.333867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -13338675.000000 Penalty: 3796.238525
	Iteration 55Q: 3 clusters Score -1.333868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115797 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -13338672.000000 Penalty: 3796.238525
	Iteration 56Q: 3 clusters Score -1.333867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13338680.000000 Penalty: 3796.238525
	Iteration 57Q: 3 clusters Score -1.333868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115901 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13338675.000000 Penalty: 3796.238525
	Iteration 58Q: 3 clusters Score -1.333868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13338671.000000 Penalty: 3796.238525
	Iteration 59Q: 3 clusters Score -1.333867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -13338681.000000 Penalty: 3796.238525
	Iteration 60F: 3 clusters Score -1.333868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116005 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13338696.000000 Penalty: 3796.238525
	Iteration 61Q: 3 clusters Score -1.33387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13338695.000000 Penalty: 3796.238525
	Iteration 62Q: 3 clusters Score -1.33387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13338689.000000 Penalty: 3796.238525
	Iteration 63Q: 3 clusters Score -1.333869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -13338697.000000 Penalty: 3796.238525
	Iteration 64Q: 3 clusters Score -1.33387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -13338692.000000 Penalty: 3796.238525
	Iteration 65Q: 3 clusters Score -1.333869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116074 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13338699.000000 Penalty: 3796.238525
	Iteration 66Q: 3 clusters Score -1.33387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -13338681.000000 Penalty: 3796.238525
	Iteration 67Q: 3 clusters Score -1.333868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13338689.000000 Penalty: 3796.238525
	Iteration 68Q: 3 clusters Score -1.333869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13338695.000000 Penalty: 3796.238525
	Iteration 69Q: 3 clusters Score -1.33387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -13338682.000000 Penalty: 3796.238525
	Iteration 70Q: 3 clusters Score -1.333868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -13338680.000000 Penalty: 3796.238525
	Iteration 71Q: 3 clusters Score -1.333868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13338689.000000 Penalty: 3796.238525
	Iteration 72Q: 3 clusters Score -1.333869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116141 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13338686.000000 Penalty: 3796.238525
	Iteration 73Q: 3 clusters Score -1.333869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13338680.000000 Penalty: 3796.238525
	Iteration 74Q: 3 clusters Score -1.333868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13338685.000000 Penalty: 3796.238525
	Iteration 75Q: 3 clusters Score -1.333868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116155 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -13338682.000000 Penalty: 3796.238525
	Iteration 76Q: 3 clusters Score -1.333868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13338687.000000 Penalty: 3796.238525
	Iteration 77Q: 3 clusters Score -1.333869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13338675.000000 Penalty: 3796.238525
	Iteration 78Q: 3 clusters Score -1.333868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13338667.000000 Penalty: 3796.238525
	Iteration 79Q: 3 clusters Score -1.333867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13338693.000000 Penalty: 3796.238525
	Iteration 80F: 3 clusters Score -1.333869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13338681.000000 Penalty: 3796.238525
	Iteration 81Q: 3 clusters Score -1.333868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13338683.000000 Penalty: 3796.238525
	Iteration 82Q: 3 clusters Score -1.333868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13338672.000000 Penalty: 3796.238525
	Iteration 83Q: 3 clusters Score -1.333867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -13338673.000000 Penalty: 3796.238525
	Iteration 84Q: 3 clusters Score -1.333867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13338662.000000 Penalty: 3796.238525
	Iteration 85Q: 3 clusters Score -1.333866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13338648.000000 Penalty: 3796.238525
	Iteration 86Q: 3 clusters Score -1.333865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -13338662.000000 Penalty: 3796.238525
	Iteration 87Q: 3 clusters Score -1.333866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13338675.000000 Penalty: 3796.238525
	Iteration 88Q: 3 clusters Score -1.333868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13338686.000000 Penalty: 3796.238525
	Iteration 89Q: 3 clusters Score -1.333869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116277 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13338695.000000 Penalty: 3796.238525
	Iteration 90Q: 3 clusters Score -1.33387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13338684.000000 Penalty: 3796.238525
	Iteration 91Q: 3 clusters Score -1.333868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13338695.000000 Penalty: 3796.238525
	Iteration 92Q: 3 clusters Score -1.33387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13338705.000000 Penalty: 3796.238525
	Iteration 93Q: 3 clusters Score -1.33387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13338703.000000 Penalty: 3796.238525
	Iteration 94Q: 3 clusters Score -1.33387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13338704.000000 Penalty: 3796.238525
	Iteration 95Q: 3 clusters Score -1.33387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13338706.000000 Penalty: 3796.238525
	Iteration 96Q: 3 clusters Score -1.333871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13338690.000000 Penalty: 3796.238525
	Iteration 97Q: 3 clusters Score -1.333869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13338692.000000 Penalty: 3796.238525
	Iteration 98Q: 3 clusters Score -1.333869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13338696.000000 Penalty: 3796.238525
	Iteration 99Q: 3 clusters Score -1.33387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116360 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13338702.000000 Penalty: 3796.238525
	Iteration 100F: 3 clusters Score -1.33387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -13338711.000000 Penalty: 3796.238525
	Iteration 101Q: 3 clusters Score -1.333871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13338714.000000 Penalty: 3796.238525
	Iteration 102Q: 3 clusters Score -1.333871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13338711.000000 Penalty: 3796.238525
	Iteration 103Q: 3 clusters Score -1.333871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13338708.000000 Penalty: 3796.238525
	Iteration 104Q: 3 clusters Score -1.333871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13338722.000000 Penalty: 3796.238525
	Iteration 105Q: 3 clusters Score -1.333872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13338713.000000 Penalty: 3796.238525
	Iteration 106Q: 3 clusters Score -1.333871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13338721.000000 Penalty: 3796.238525
	Iteration 107Q: 3 clusters Score -1.333872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13338722.000000 Penalty: 3796.238525
	Iteration 108Q: 3 clusters Score -1.333872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -13338719.000000 Penalty: 3796.238525
	Iteration 109Q: 3 clusters Score -1.333872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13338725.000000 Penalty: 3796.238525
	Iteration 110Q: 3 clusters Score -1.333872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13338727.000000 Penalty: 3796.238525
	Iteration 111Q: 3 clusters Score -1.333873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13338727.000000 Penalty: 3796.238525
	Iteration 112F: 3 clusters Score -1.333873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Entering Unmasked Estep 
Score: -8093536.500000 Penalty: 1815.625366
	Iteration 0F: 2 clusters Score -8093536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -8045896.500000 Penalty: 3631.250732
	Iteration 0F: 3 clusters Score -8045896 nChanged 33741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -8065098.500000 Penalty: 3631.250732
	Iteration 1F: 3 clusters Score -8065098 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -8065486.000000 Penalty: 3631.250732
	Iteration 2Q: 3 clusters Score -8065486 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -8066112.500000 Penalty: 3631.250732
	Iteration 3Q: 3 clusters Score -8066112 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -8066926.000000 Penalty: 3631.250732
	Iteration 4Q: 3 clusters Score -8066926 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8067838.500000 Penalty: 3631.250732
	Iteration 5Q: 3 clusters Score -8067838 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -8069526.500000 Penalty: 3631.250732
	Iteration 6Q: 3 clusters Score -8069526 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8072109.500000 Penalty: 3631.250732
	Iteration 7F: 3 clusters Score -8072110 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -8075795.500000 Penalty: 3631.250732
	Iteration 8F: 3 clusters Score -8075796 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -8080239.000000 Penalty: 3631.250732
	Iteration 9F: 3 clusters Score -8080239 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8084601.500000 Penalty: 3631.250732
	Iteration 10F: 3 clusters Score -8084602 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8087756.000000 Penalty: 3631.250732
	Iteration 11Q: 3 clusters Score -8087756 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8089831.500000 Penalty: 3631.250732
	Iteration 12Q: 3 clusters Score -8089832 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8090896.500000 Penalty: 3631.250732
	Iteration 13Q: 3 clusters Score -8090896 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8091465.500000 Penalty: 3631.250732
	Iteration 14Q: 3 clusters Score -8091466 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8091811.500000 Penalty: 3631.250732
	Iteration 15Q: 3 clusters Score -8091812 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8091986.500000 Penalty: 3631.250732
	Iteration 16Q: 3 clusters Score -8091986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8092095.500000 Penalty: 3631.250732
	Iteration 17Q: 3 clusters Score -8092096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8092158.500000 Penalty: 3631.250732
	Iteration 18Q: 3 clusters Score -8092158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8092177.500000 Penalty: 3631.250732
	Iteration 19Q: 3 clusters Score -8092178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8092206.000000 Penalty: 3631.250732
	Iteration 20F: 3 clusters Score -8092206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8092212.500000 Penalty: 3631.250732
	Iteration 21Q: 3 clusters Score -8092212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8092221.000000 Penalty: 3631.250732
	Iteration 22Q: 3 clusters Score -8092221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8092224.500000 Penalty: 3631.250732
	Iteration 23Q: 3 clusters Score -8092224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8092228.000000 Penalty: 3631.250732
	Iteration 24Q: 3 clusters Score -8092228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8092228.500000 Penalty: 3631.250732
	Iteration 25Q: 3 clusters Score -8092228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8092234.000000 Penalty: 3631.250732
	Iteration 26Q: 3 clusters Score -8092234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8092231.500000 Penalty: 3631.250732
	Iteration 27Q: 3 clusters Score -8092232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8092226.500000 Penalty: 3631.250732
	Iteration 28Q: 3 clusters Score -8092226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8092238.500000 Penalty: 3631.250732
	Iteration 29Q: 3 clusters Score -8092238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8092235.500000 Penalty: 3631.250732
	Iteration 30Q: 3 clusters Score -8092236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8092242.000000 Penalty: 3631.250732
	Iteration 31Q: 3 clusters Score -8092242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8092238.500000 Penalty: 3631.250732
	Iteration 32Q: 3 clusters Score -8092238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8092238.500000 Penalty: 3631.250732
	Iteration 33F: 3 clusters Score -8092238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -476324.468750 Penalty: 1358.168945
	Iteration 0F: 2 clusters Score -476324.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -472805.312500 Penalty: 2716.337891
	Iteration 0F: 3 clusters Score -472805.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -473691.250000 Penalty: 2716.337891
	Iteration 1F: 3 clusters Score -473691.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -473838.875000 Penalty: 2716.337891
	Iteration 2F: 3 clusters Score -473838.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -473915.843750 Penalty: 2716.337891
	Iteration 3Q: 3 clusters Score -473915.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -473971.718750 Penalty: 2716.337891
	Iteration 4Q: 3 clusters Score -473971.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -474017.468750 Penalty: 2716.337891
	Iteration 5Q: 3 clusters Score -474017.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -474050.812500 Penalty: 2716.337891
	Iteration 6Q: 3 clusters Score -474050.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -474080.062500 Penalty: 2716.337891
	Iteration 7Q: 3 clusters Score -474080.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -474102.843750 Penalty: 2716.337891
	Iteration 8Q: 3 clusters Score -474102.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -474121.437500 Penalty: 2716.337891
	Iteration 9Q: 3 clusters Score -474121.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -474139.531250 Penalty: 2716.337891
	Iteration 10Q: 3 clusters Score -474139.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -474154.000000 Penalty: 2716.337891
	Iteration 11Q: 3 clusters Score -474154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -474165.843750 Penalty: 2716.337891
	Iteration 12Q: 3 clusters Score -474165.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -474178.093750 Penalty: 2716.337891
	Iteration 13Q: 3 clusters Score -474178.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -474188.531250 Penalty: 2716.337891
	Iteration 14Q: 3 clusters Score -474188.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -474203.031250 Penalty: 2716.337891
	Iteration 15Q: 3 clusters Score -474203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -474215.281250 Penalty: 2716.337891
	Iteration 16Q: 3 clusters Score -474215.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -474229.687500 Penalty: 2716.337891
	Iteration 17Q: 3 clusters Score -474229.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -474246.875000 Penalty: 2716.337891
	Iteration 18Q: 3 clusters Score -474246.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -474261.718750 Penalty: 2716.337891
	Iteration 19Q: 3 clusters Score -474261.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -474286.468750 Penalty: 2716.337891
	Iteration 20F: 3 clusters Score -474286.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -474305.500000 Penalty: 2716.337891
	Iteration 21Q: 3 clusters Score -474305.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -474327.812500 Penalty: 2716.337891
	Iteration 22Q: 3 clusters Score -474327.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -474364.906250 Penalty: 2716.337891
	Iteration 23Q: 3 clusters Score -474364.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -474403.375000 Penalty: 2716.337891
	Iteration 24Q: 3 clusters Score -474403.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -474441.187500 Penalty: 2716.337891
	Iteration 25Q: 3 clusters Score -474441.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -474479.031250 Penalty: 2716.337891
	Iteration 26Q: 3 clusters Score -474479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -474515.218750 Penalty: 2716.337891
	Iteration 27Q: 3 clusters Score -474515.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -474546.000000 Penalty: 2716.337891
	Iteration 28Q: 3 clusters Score -474546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -474577.625000 Penalty: 2716.337891
	Iteration 29Q: 3 clusters Score -474577.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -474615.718750 Penalty: 2716.337891
	Iteration 30Q: 3 clusters Score -474615.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -474648.156250 Penalty: 2716.337891
	Iteration 31Q: 3 clusters Score -474648.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -474675.562500 Penalty: 2716.337891
	Iteration 32Q: 3 clusters Score -474675.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -474704.437500 Penalty: 2716.337891
	Iteration 33Q: 3 clusters Score -474704.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -474739.312500 Penalty: 2716.337891
	Iteration 34Q: 3 clusters Score -474739.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -474771.468750 Penalty: 2716.337891
	Iteration 35Q: 3 clusters Score -474771.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -474805.343750 Penalty: 2716.337891
	Iteration 36Q: 3 clusters Score -474805.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -474843.250000 Penalty: 2716.337891
	Iteration 37Q: 3 clusters Score -474843.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -474888.156250 Penalty: 2716.337891
	Iteration 38Q: 3 clusters Score -474888.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -474925.000000 Penalty: 2716.337891
	Iteration 39Q: 3 clusters Score -474925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -474953.937500 Penalty: 2716.337891
	Iteration 40F: 3 clusters Score -474953.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -474987.375000 Penalty: 2716.337891
	Iteration 41Q: 3 clusters Score -474987.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -475013.437500 Penalty: 2716.337891
	Iteration 42Q: 3 clusters Score -475013.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -475032.218750 Penalty: 2716.337891
	Iteration 43Q: 3 clusters Score -475032.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -475045.906250 Penalty: 2716.337891
	Iteration 44Q: 3 clusters Score -475045.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -475057.468750 Penalty: 2716.337891
	Iteration 45Q: 3 clusters Score -475057.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -475070.406250 Penalty: 2716.337891
	Iteration 46Q: 3 clusters Score -475070.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -475081.656250 Penalty: 2716.337891
	Iteration 47Q: 3 clusters Score -475081.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -475090.312500 Penalty: 2716.337891
	Iteration 48Q: 3 clusters Score -475090.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -475096.156250 Penalty: 2716.337891
	Iteration 49Q: 3 clusters Score -475096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -475102.593750 Penalty: 2716.337891
	Iteration 50Q: 3 clusters Score -475102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -475109.593750 Penalty: 2716.337891
	Iteration 51Q: 3 clusters Score -475109.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -475115.906250 Penalty: 2716.337891
	Iteration 52Q: 3 clusters Score -475115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -475122.968750 Penalty: 2716.337891
	Iteration 53Q: 3 clusters Score -475123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -475124.593750 Penalty: 2716.337891
	Iteration 54Q: 3 clusters Score -475124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -475125.750000 Penalty: 2716.337891
	Iteration 55Q: 3 clusters Score -475125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -475125.906250 Penalty: 2716.337891
	Iteration 56Q: 3 clusters Score -475125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -475125.968750 Penalty: 2716.337891
	Iteration 57Q: 3 clusters Score -475126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -475126.343750 Penalty: 2716.337891
	Iteration 58Q: 3 clusters Score -475126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -475126.531250 Penalty: 2716.337891
	Iteration 59Q: 3 clusters Score -475126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -475126.531250 Penalty: 2716.337891
	Iteration 60F: 3 clusters Score -475126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -154155.046875 Penalty: 1182.552734
	Iteration 0F: 2 clusters Score -154155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152403.593750 Penalty: 2365.105469
	Iteration 0F: 3 clusters Score -152403.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152778.140625 Penalty: 2365.105469
	Iteration 1F: 3 clusters Score -152778.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -152881.312500 Penalty: 2365.105469
	Iteration 2F: 3 clusters Score -152881.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152936.187500 Penalty: 2365.105469
	Iteration 3Q: 3 clusters Score -152936.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -152969.250000 Penalty: 2365.105469
	Iteration 4Q: 3 clusters Score -152969.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152994.578125 Penalty: 2365.105469
	Iteration 5Q: 3 clusters Score -152994.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153005.484375 Penalty: 2365.105469
	Iteration 6Q: 3 clusters Score -153005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153009.921875 Penalty: 2365.105469
	Iteration 7Q: 3 clusters Score -153009.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153015.500000 Penalty: 2365.105469
	Iteration 8Q: 3 clusters Score -153015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -153020.718750 Penalty: 2365.105469
	Iteration 9Q: 3 clusters Score -153020.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153026.625000 Penalty: 2365.105469
	Iteration 10Q: 3 clusters Score -153026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153029.546875 Penalty: 2365.105469
	Iteration 11Q: 3 clusters Score -153029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -153030.640625 Penalty: 2365.105469
	Iteration 12Q: 3 clusters Score -153030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153031.218750 Penalty: 2365.105469
	Iteration 13Q: 3 clusters Score -153031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153031.218750 Penalty: 2365.105469
	Iteration 14F: 3 clusters Score -153031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11566.863281 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11566.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11015.472656 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -11015.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11077.468750 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11077.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11085.232422 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11085.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11090.028320 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11090.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11097.675781 Penalty: 1617.438477
	Iteration 4Q: 3 clusters Score -11097.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11108.823242 Penalty: 1617.438477
	Iteration 5Q: 3 clusters Score -11108.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11108.823242 Penalty: 1617.438477
	Iteration 6F: 3 clusters Score -11108.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -1028829.562500 Penalty: 1479.360474
	Iteration 0F: 2 clusters Score -1028830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1022281.000000 Penalty: 2958.720947
	Iteration 0F: 3 clusters Score -1022281 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1024258.625000 Penalty: 2958.720947
	Iteration 1F: 3 clusters Score -1024259 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1024488.250000 Penalty: 2958.720947
	Iteration 2F: 3 clusters Score -1024488 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1024682.250000 Penalty: 2958.720947
	Iteration 3Q: 3 clusters Score -1024682 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1024877.750000 Penalty: 2958.720947
	Iteration 4Q: 3 clusters Score -1024878 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1025056.250000 Penalty: 2958.720947
	Iteration 5Q: 3 clusters Score -1025056 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1025205.937500 Penalty: 2958.720947
	Iteration 6Q: 3 clusters Score -1025206 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1025366.812500 Penalty: 2958.720947
	Iteration 7Q: 3 clusters Score -1025367 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1025521.687500 Penalty: 2958.720947
	Iteration 8Q: 3 clusters Score -1025522 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1025693.812500 Penalty: 2958.720947
	Iteration 9Q: 3 clusters Score -1025694 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1025868.687500 Penalty: 2958.720947
	Iteration 10Q: 3 clusters Score -1025869 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1026071.562500 Penalty: 2958.720947
	Iteration 11Q: 3 clusters Score -1026072 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1026285.937500 Penalty: 2958.720947
	Iteration 12Q: 3 clusters Score -1026286 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1026470.625000 Penalty: 2958.720947
	Iteration 13Q: 3 clusters Score -1026471 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1026587.812500 Penalty: 2958.720947
	Iteration 14Q: 3 clusters Score -1026588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1026666.500000 Penalty: 2958.720947
	Iteration 15Q: 3 clusters Score -1026666 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1026732.187500 Penalty: 2958.720947
	Iteration 16Q: 3 clusters Score -1026732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1026788.312500 Penalty: 2958.720947
	Iteration 17Q: 3 clusters Score -1026788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1026814.500000 Penalty: 2958.720947
	Iteration 18Q: 3 clusters Score -1026814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1026841.812500 Penalty: 2958.720947
	Iteration 19Q: 3 clusters Score -1026842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1026863.437500 Penalty: 2958.720947
	Iteration 20F: 3 clusters Score -1026863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1026882.437500 Penalty: 2958.720947
	Iteration 21Q: 3 clusters Score -1026882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1026903.312500 Penalty: 2958.720947
	Iteration 22Q: 3 clusters Score -1026903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1026923.312500 Penalty: 2958.720947
	Iteration 23Q: 3 clusters Score -1026923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1026939.500000 Penalty: 2958.720947
	Iteration 24Q: 3 clusters Score -1026940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1026956.125000 Penalty: 2958.720947
	Iteration 25Q: 3 clusters Score -1026956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1026979.375000 Penalty: 2958.720947
	Iteration 26Q: 3 clusters Score -1026979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1027006.687500 Penalty: 2958.720947
	Iteration 27Q: 3 clusters Score -1027007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1027036.062500 Penalty: 2958.720947
	Iteration 28Q: 3 clusters Score -1027036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1027074.062500 Penalty: 2958.720947
	Iteration 29Q: 3 clusters Score -1027074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1027111.562500 Penalty: 2958.720947
	Iteration 30Q: 3 clusters Score -1027112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1027153.187500 Penalty: 2958.720947
	Iteration 31Q: 3 clusters Score -1027153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1027202.000000 Penalty: 2958.720947
	Iteration 32Q: 3 clusters Score -1027202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1027259.062500 Penalty: 2958.720947
	Iteration 33Q: 3 clusters Score -1027259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1027310.250000 Penalty: 2958.720947
	Iteration 34Q: 3 clusters Score -1027310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1027352.500000 Penalty: 2958.720947
	Iteration 35Q: 3 clusters Score -1027352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1027391.562500 Penalty: 2958.720947
	Iteration 36Q: 3 clusters Score -1027392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1027415.750000 Penalty: 2958.720947
	Iteration 37Q: 3 clusters Score -1027416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1027438.812500 Penalty: 2958.720947
	Iteration 38Q: 3 clusters Score -1027439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1027452.125000 Penalty: 2958.720947
	Iteration 39Q: 3 clusters Score -1027452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1027465.125000 Penalty: 2958.720947
	Iteration 40F: 3 clusters Score -1027465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1027485.875000 Penalty: 2958.720947
	Iteration 41Q: 3 clusters Score -1027486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1027502.187500 Penalty: 2958.720947
	Iteration 42Q: 3 clusters Score -1027502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1027512.312500 Penalty: 2958.720947
	Iteration 43Q: 3 clusters Score -1027512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1027520.312500 Penalty: 2958.720947
	Iteration 44Q: 3 clusters Score -1027520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1027535.750000 Penalty: 2958.720947
	Iteration 45Q: 3 clusters Score -1027536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1027545.687500 Penalty: 2958.720947
	Iteration 46Q: 3 clusters Score -1027546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1027552.562500 Penalty: 2958.720947
	Iteration 47Q: 3 clusters Score -1027553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1027562.937500 Penalty: 2958.720947
	Iteration 48Q: 3 clusters Score -1027563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1027573.062500 Penalty: 2958.720947
	Iteration 49Q: 3 clusters Score -1027573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1027585.750000 Penalty: 2958.720947
	Iteration 50Q: 3 clusters Score -1027586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1027593.250000 Penalty: 2958.720947
	Iteration 51Q: 3 clusters Score -1027593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1027597.187500 Penalty: 2958.720947
	Iteration 52Q: 3 clusters Score -1027597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1027599.937500 Penalty: 2958.720947
	Iteration 53Q: 3 clusters Score -1027600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1027600.000000 Penalty: 2958.720947
	Iteration 54Q: 3 clusters Score -1027600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1027606.937500 Penalty: 2958.720947
	Iteration 55Q: 3 clusters Score -1027607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1027607.687500 Penalty: 2958.720947
	Iteration 56Q: 3 clusters Score -1027608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1027610.937500 Penalty: 2958.720947
	Iteration 57Q: 3 clusters Score -1027611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1027613.625000 Penalty: 2958.720947
	Iteration 58Q: 3 clusters Score -1027614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1027619.125000 Penalty: 2958.720947
	Iteration 59Q: 3 clusters Score -1027619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1027620.062500 Penalty: 2958.720947
	Iteration 60F: 3 clusters Score -1027620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1027623.062500 Penalty: 2958.720947
	Iteration 61Q: 3 clusters Score -1027623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1027624.187500 Penalty: 2958.720947
	Iteration 62Q: 3 clusters Score -1027624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1027624.812500 Penalty: 2958.720947
	Iteration 63Q: 3 clusters Score -1027625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1027624.250000 Penalty: 2958.720947
	Iteration 64Q: 3 clusters Score -1027624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1027624.250000 Penalty: 2958.720947
	Iteration 65F: 3 clusters Score -1027624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -1523704.250000 Penalty: 1551.159668
	Iteration 0F: 2 clusters Score -1523704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1513967.000000 Penalty: 3102.319336
	Iteration 0F: 3 clusters Score -1513967 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1517277.250000 Penalty: 3102.319336
	Iteration 1F: 3 clusters Score -1517277 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1517592.000000 Penalty: 3102.319336
	Iteration 2F: 3 clusters Score -1517592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1517904.000000 Penalty: 3102.319336
	Iteration 3Q: 3 clusters Score -1517904 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1518293.750000 Penalty: 3102.319336
	Iteration 4F: 3 clusters Score -1518294 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1518832.000000 Penalty: 3102.319336
	Iteration 5F: 3 clusters Score -1518832 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1519564.625000 Penalty: 3102.319336
	Iteration 6F: 3 clusters Score -1519565 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1520417.000000 Penalty: 3102.319336
	Iteration 7F: 3 clusters Score -1520417 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1521174.250000 Penalty: 3102.319336
	Iteration 8F: 3 clusters Score -1521174 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1521723.875000 Penalty: 3102.319336
	Iteration 9Q: 3 clusters Score -1521724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1522014.125000 Penalty: 3102.319336
	Iteration 10Q: 3 clusters Score -1522014 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1522152.875000 Penalty: 3102.319336
	Iteration 11Q: 3 clusters Score -1522153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1522220.625000 Penalty: 3102.319336
	Iteration 12Q: 3 clusters Score -1522221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1522254.625000 Penalty: 3102.319336
	Iteration 13Q: 3 clusters Score -1522255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1522274.875000 Penalty: 3102.319336
	Iteration 14Q: 3 clusters Score -1522275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1522286.375000 Penalty: 3102.319336
	Iteration 15Q: 3 clusters Score -1522286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1522301.375000 Penalty: 3102.319336
	Iteration 16Q: 3 clusters Score -1522301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1522309.375000 Penalty: 3102.319336
	Iteration 17Q: 3 clusters Score -1522309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1522320.625000 Penalty: 3102.319336
	Iteration 18Q: 3 clusters Score -1522321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1522326.625000 Penalty: 3102.319336
	Iteration 19Q: 3 clusters Score -1522327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1522330.125000 Penalty: 3102.319336
	Iteration 20F: 3 clusters Score -1522330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1522332.125000 Penalty: 3102.319336
	Iteration 21Q: 3 clusters Score -1522332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1522333.250000 Penalty: 3102.319336
	Iteration 22Q: 3 clusters Score -1522333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1522332.625000 Penalty: 3102.319336
	Iteration 23Q: 3 clusters Score -1522333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1522336.125000 Penalty: 3102.319336
	Iteration 24Q: 3 clusters Score -1522336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1522338.375000 Penalty: 3102.319336
	Iteration 25Q: 3 clusters Score -1522338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1522338.375000 Penalty: 3102.319336
	Iteration 26F: 3 clusters Score -1522338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -1076777.875000 Penalty: 1490.283569
	Iteration 0F: 2 clusters Score -1076778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1069817.125000 Penalty: 2980.567139
	Iteration 0F: 3 clusters Score -1069817 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1072009.500000 Penalty: 2980.567139
	Iteration 1F: 3 clusters Score -1072010 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1072244.625000 Penalty: 2980.567139
	Iteration 2F: 3 clusters Score -1072245 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1072412.125000 Penalty: 2980.567139
	Iteration 3F: 3 clusters Score -1072412 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1072533.625000 Penalty: 2980.567139
	Iteration 4Q: 3 clusters Score -1072534 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1072645.125000 Penalty: 2980.567139
	Iteration 5Q: 3 clusters Score -1072645 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1072748.125000 Penalty: 2980.567139
	Iteration 6Q: 3 clusters Score -1072748 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1072851.500000 Penalty: 2980.567139
	Iteration 7Q: 3 clusters Score -1072852 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1072983.500000 Penalty: 2980.567139
	Iteration 8Q: 3 clusters Score -1072984 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1073158.125000 Penalty: 2980.567139
	Iteration 9Q: 3 clusters Score -1073158 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1073414.875000 Penalty: 2980.567139
	Iteration 10Q: 3 clusters Score -1073415 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1073715.125000 Penalty: 2980.567139
	Iteration 11Q: 3 clusters Score -1073715 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1074032.250000 Penalty: 2980.567139
	Iteration 12Q: 3 clusters Score -1074032 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1074397.500000 Penalty: 2980.567139
	Iteration 13Q: 3 clusters Score -1074398 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1074727.875000 Penalty: 2980.567139
	Iteration 14Q: 3 clusters Score -1074728 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1074997.875000 Penalty: 2980.567139
	Iteration 15Q: 3 clusters Score -1074998 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1075186.625000 Penalty: 2980.567139
	Iteration 16Q: 3 clusters Score -1075187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1075308.375000 Penalty: 2980.567139
	Iteration 17Q: 3 clusters Score -1075308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1075352.500000 Penalty: 2980.567139
	Iteration 18Q: 3 clusters Score -1075352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1075389.375000 Penalty: 2980.567139
	Iteration 19Q: 3 clusters Score -1075389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1075404.000000 Penalty: 2980.567139
	Iteration 20F: 3 clusters Score -1075404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1075420.250000 Penalty: 2980.567139
	Iteration 21Q: 3 clusters Score -1075420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1075427.875000 Penalty: 2980.567139
	Iteration 22Q: 3 clusters Score -1075428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1075444.625000 Penalty: 2980.567139
	Iteration 23Q: 3 clusters Score -1075445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1075455.625000 Penalty: 2980.567139
	Iteration 24Q: 3 clusters Score -1075456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1075461.500000 Penalty: 2980.567139
	Iteration 25Q: 3 clusters Score -1075462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1075462.125000 Penalty: 2980.567139
	Iteration 26Q: 3 clusters Score -1075462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1075467.250000 Penalty: 2980.567139
	Iteration 27Q: 3 clusters Score -1075467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1075467.250000 Penalty: 2980.567139
	Iteration 28Q: 3 clusters Score -1075467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1075469.625000 Penalty: 2980.567139
	Iteration 29Q: 3 clusters Score -1075470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1075469.625000 Penalty: 2980.567139
	Iteration 30F: 3 clusters Score -1075470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -128631.781250 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -128631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -127062.390625 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -127062.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127338.640625 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -127338.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127416.570312 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -127416.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127447.281250 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -127447.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127464.757812 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -127464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127475.328125 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -127475.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127483.046875 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -127483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127491.976562 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -127492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127500.023438 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -127500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127503.531250 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -127503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -127504.546875 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -127504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127505.390625 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -127505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127506.546875 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -127506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127507.257812 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -127507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127509.718750 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -127509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127511.500000 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -127511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127512.750000 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -127512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127514.476562 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -127514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127517.007812 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -127517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -127517.695312 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -127517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127517.960938 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -127518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127518.187500 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -127518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127518.187500 Penalty: 2297.709229
	Iteration 22F: 3 clusters Score -127518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -2011092.250000 Penalty: 1591.689331
	Iteration 0F: 2 clusters Score -2011092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1998685.750000 Penalty: 3183.378662
	Iteration 0F: 3 clusters Score -1998686 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2003156.875000 Penalty: 3183.378662
	Iteration 1F: 3 clusters Score -2003157 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2003477.250000 Penalty: 3183.378662
	Iteration 2Q: 3 clusters Score -2003477 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2003798.000000 Penalty: 3183.378662
	Iteration 3Q: 3 clusters Score -2003798 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2004120.125000 Penalty: 3183.378662
	Iteration 4Q: 3 clusters Score -2004120 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2004539.375000 Penalty: 3183.378662
	Iteration 5Q: 3 clusters Score -2004539 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2005068.000000 Penalty: 3183.378662
	Iteration 6F: 3 clusters Score -2005068 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2005783.250000 Penalty: 3183.378662
	Iteration 7F: 3 clusters Score -2005783 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2006751.500000 Penalty: 3183.378662
	Iteration 8F: 3 clusters Score -2006752 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2007801.625000 Penalty: 3183.378662
	Iteration 9F: 3 clusters Score -2007802 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2008566.125000 Penalty: 3183.378662
	Iteration 10Q: 3 clusters Score -2008566 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2009005.625000 Penalty: 3183.378662
	Iteration 11Q: 3 clusters Score -2009006 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2009249.875000 Penalty: 3183.378662
	Iteration 12Q: 3 clusters Score -2009250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2009409.125000 Penalty: 3183.378662
	Iteration 13Q: 3 clusters Score -2009409 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2009493.750000 Penalty: 3183.378662
	Iteration 14Q: 3 clusters Score -2009494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2009551.250000 Penalty: 3183.378662
	Iteration 15Q: 3 clusters Score -2009551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2009604.625000 Penalty: 3183.378662
	Iteration 16Q: 3 clusters Score -2009605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2009631.125000 Penalty: 3183.378662
	Iteration 17Q: 3 clusters Score -2009631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2009652.625000 Penalty: 3183.378662
	Iteration 18Q: 3 clusters Score -2009653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2009676.250000 Penalty: 3183.378662
	Iteration 19Q: 3 clusters Score -2009676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2009695.875000 Penalty: 3183.378662
	Iteration 20F: 3 clusters Score -2009696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2009705.500000 Penalty: 3183.378662
	Iteration 21Q: 3 clusters Score -2009706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2009711.500000 Penalty: 3183.378662
	Iteration 22Q: 3 clusters Score -2009712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2009716.250000 Penalty: 3183.378662
	Iteration 23Q: 3 clusters Score -2009716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2009718.000000 Penalty: 3183.378662
	Iteration 24Q: 3 clusters Score -2009718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2009719.500000 Penalty: 3183.378662
	Iteration 25Q: 3 clusters Score -2009720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2009720.000000 Penalty: 3183.378662
	Iteration 26Q: 3 clusters Score -2009720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2009724.750000 Penalty: 3183.378662
	Iteration 27Q: 3 clusters Score -2009725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2009728.500000 Penalty: 3183.378662
	Iteration 28Q: 3 clusters Score -2009728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2009730.375000 Penalty: 3183.378662
	Iteration 29Q: 3 clusters Score -2009730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2009732.000000 Penalty: 3183.378662
	Iteration 30Q: 3 clusters Score -2009732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2009736.625000 Penalty: 3183.378662
	Iteration 31Q: 3 clusters Score -2009737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2009738.000000 Penalty: 3183.378662
	Iteration 32Q: 3 clusters Score -2009738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2009738.000000 Penalty: 3183.378662
	Iteration 33F: 3 clusters Score -2009738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -184611.187500 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -184611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182680.046875 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -182680 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -183064.984375 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -183065 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183166.156250 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -183166.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183218.125000 Penalty: 2418.047607
	Iteration 3Q: 3 clusters Score -183218.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -183259.640625 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -183259.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183283.890625 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -183283.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -183309.734375 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -183309.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183333.968750 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -183334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183346.984375 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -183347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -183356.703125 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -183356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -183359.390625 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -183359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183360.015625 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -183360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183360.484375 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -183360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -183361.093750 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -183361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -183361.890625 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -183361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -183362.484375 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -183362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183362.640625 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -183362.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183362.640625 Penalty: 2418.047607
	Iteration 17F: 3 clusters Score -183362.6 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -194593744.000000 Penalty: 39721.785156
22->18 Clusters: Score -194593744.000000, best is -194588864.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 26577 members 
Mstep: Class 3 contains 26657 members 
Mstep: Class 4 contains 26720 members 
Mstep: Class 5 contains 26676 members 
Mstep: Class 6 contains 26717 members 
Mstep: Class 7 contains 26641 members 
Mstep: Class 8 contains 26748 members 
Mstep: Class 9 contains 26378 members 
Mstep: Class 10 contains 26471 members 
Mstep: Class 11 contains 26551 members 
Mstep: Class 12 contains 26368 members 
Mstep: Class 13 contains 26669 members 
Mstep: Class 14 contains 26737 members 
Mstep: Class 15 contains 26524 members 
Mstep: Class 16 contains 26476 members 
Mstep: Class 17 contains 26742 members 
Mstep: Class 18 contains 26798 members 
Mstep: Class 19 contains 26583 members 
Mstep: Class 20 contains 26603 members 
Mstep: Class 21 contains 26566 members 
Mstep: Class 22 contains 26651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 280.623108 but Gain 2158.050781
Score: -62442080.000000 Penalty: 45319.070312
Iteration 0F: 22 clusters Score -6.244208e+07 nChanged 556409
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 25530 members 
Mstep: Class 6 contains 23009 members 
Mstep: Class 7 contains 16032 members 
Mstep: Class 8 contains 37880 members 
Mstep: Class 9 contains 13485 members 
Mstep: Class 10 contains 21715 members 
Mstep: Class 11 contains 10882 members 
Mstep: Class 12 contains 63603 members 
Mstep: Class 13 contains 61261 members 
Mstep: Class 14 contains 37269 members 
Mstep: Class 16 contains 21963 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 16818 members 
Mstep: Class 20 contains 63013 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 39309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63710064.000000 Penalty: 45319.070312
Iteration 1F: 22 clusters Score -6.371006e+07 nChanged 185709
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 9846 members 
Mstep: Class 3 contains 9889 members 
Mstep: Class 4 contains 21019 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 23056 members 
Mstep: Class 7 contains 14770 members 
Mstep: Class 8 contains 44749 members 
Mstep: Class 9 contains 10959 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 69255 members 
Mstep: Class 13 contains 76795 members 
Mstep: Class 14 contains 41311 members 
Mstep: Class 16 contains 20542 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 18 contains 18896 members 
Mstep: Class 19 contains 17315 members 
Mstep: Class 20 contains 70004 members 
Mstep: Class 21 contains 27416 members 
Mstep: Class 22 contains 35659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64008844.000000 Penalty: 45319.070312
Iteration 2F: 22 clusters Score -6.400884e+07 nChanged 147367
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 14340 members 
Mstep: Class 5 contains 30289 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 11765 members 
Mstep: Class 8 contains 59920 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 59280 members 
Mstep: Class 13 contains 87049 members 
Mstep: Class 14 contains 42676 members 
Mstep: Class 16 contains 21378 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 21015 members 
Mstep: Class 20 contains 68430 members 
Mstep: Class 21 contains 31096 members 
Mstep: Class 22 contains 29050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1531.227905 but Gain 2158.050781
Score: -64214580.000000 Penalty: 43161.019531
Iteration 3F: 21 clusters Score -6.421458e+07 nChanged 122235
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 9454 members 
Mstep: Class 5 contains 39586 members 
Mstep: Class 6 contains 26813 members 
Mstep: Class 7 contains 9345 members 
Mstep: Class 8 contains 71346 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 10080 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 46986 members 
Mstep: Class 13 contains 96977 members 
Mstep: Class 14 contains 43003 members 
Mstep: Class 16 contains 19793 members 
Mstep: Class 18 contains 17001 members 
Mstep: Class 19 contains 24713 members 
Mstep: Class 20 contains 69122 members 
Mstep: Class 21 contains 41077 members 
Mstep: Class 22 contains 22616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64359456.000000 Penalty: 43161.019531
Iteration 4F: 21 clusters Score -6.435946e+07 nChanged 102282
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 47925 members 
Mstep: Class 6 contains 25724 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 79064 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 5087 members 
Mstep: Class 12 contains 36173 members 
Mstep: Class 13 contains 111799 members 
Mstep: Class 14 contains 40998 members 
Mstep: Class 16 contains 15396 members 
Mstep: Class 18 contains 11909 members 
Mstep: Class 19 contains 27793 members 
Mstep: Class 20 contains 67850 members 
Mstep: Class 21 contains 53455 members 
Mstep: Class 22 contains 16119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64468536.000000 Penalty: 43161.019531
Iteration 5F: 21 clusters Score -6.446854e+07 nChanged 86523
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11100 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 4212 members 
Mstep: Class 5 contains 55076 members 
Mstep: Class 6 contains 24041 members 
Mstep: Class 7 contains 5157 members 
Mstep: Class 8 contains 85391 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 5146 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 130456 members 
Mstep: Class 14 contains 37298 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 31102 members 
Mstep: Class 20 contains 63374 members 
Mstep: Class 21 contains 63773 members 
Mstep: Class 22 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1268.135498 but Gain 2158.050781
Score: -64545400.000000 Penalty: 41002.968750
Iteration 6F: 20 clusters Score -6.45454e+07 nChanged 69030
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 60925 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 90315 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 20171 members 
Mstep: Class 13 contains 148632 members 
Mstep: Class 14 contains 32756 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 35186 members 
Mstep: Class 20 contains 56912 members 
Mstep: Class 21 contains 70882 members 
Mstep: Class 22 contains 5429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 712.053162 but Gain 2158.050781
Score: -64600452.000000 Penalty: 38844.917969
Iteration 7F: 19 clusters Score -6.460045e+07 nChanged 53207
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 4 contains 3100 members 
Mstep: Class 5 contains 65778 members 
Mstep: Class 6 contains 20489 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 91848 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 165158 members 
Mstep: Class 14 contains 27977 members 
Mstep: Class 16 contains 4340 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 39618 members 
Mstep: Class 20 contains 49029 members 
Mstep: Class 21 contains 75239 members 
Mstep: Class 22 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1396.127441 but Gain 2158.050781
Score: -64634528.000000 Penalty: 36686.867188
Iteration 8F: 18 clusters Score -6.463453e+07 nChanged 44845
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 69220 members 
Mstep: Class 6 contains 19391 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 89657 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 183230 members 
Mstep: Class 14 contains 23269 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 43361 members 
Mstep: Class 20 contains 39583 members 
Mstep: Class 21 contains 78229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1099.540039 but Gain 2158.050781
Score: -64654040.000000 Penalty: 34528.816406
Iteration 9F: 17 clusters Score -6.465404e+07 nChanged 36978
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 71955 members 
Mstep: Class 6 contains 18949 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 86059 members 
Mstep: Class 9 contains 5236 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 198803 members 
Mstep: Class 14 contains 19852 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 19 contains 46399 members 
Mstep: Class 20 contains 30991 members 
Mstep: Class 21 contains 79690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1614.546753 but Gain 2158.052734
Score: -64665620.000000 Penalty: 32370.763672
Iteration 10F: 16 clusters Score -6.466562e+07 nChanged 31108
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 73736 members 
Mstep: Class 6 contains 19108 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 81771 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 211315 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 19 contains 48461 members 
Mstep: Class 20 contains 23697 members 
Mstep: Class 21 contains 80829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64671164.000000 Penalty: 32370.763672
Iteration 11F: 16 clusters Score -6.467116e+07 nChanged 24962
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 75642 members 
Mstep: Class 6 contains 19525 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 78048 members 
Mstep: Class 9 contains 4231 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 218954 members 
Mstep: Class 14 contains 16318 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 19 contains 50214 members 
Mstep: Class 20 contains 18445 members 
Mstep: Class 21 contains 81732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64673356.000000 Penalty: 32370.763672
Iteration 12Q: 16 clusters Score -6.467336e+07 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 9383 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 78063 members 
Mstep: Class 6 contains 20048 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 75414 members 
Mstep: Class 9 contains 3902 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 222087 members 
Mstep: Class 14 contains 15610 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 14913 members 
Mstep: Class 21 contains 82510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64675444.000000 Penalty: 32370.763672
Iteration 13Q: 16 clusters Score -6.467544e+07 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 8832 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 80910 members 
Mstep: Class 6 contains 20603 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 73726 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 1283 members 
Mstep: Class 12 contains 4758 members 
Mstep: Class 13 contains 221892 members 
Mstep: Class 14 contains 15274 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 19 contains 53557 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 83178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64678452.000000 Penalty: 32370.763672
Iteration 14Q: 16 clusters Score -6.467845e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 84077 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 814 members 
Mstep: Class 8 contains 72676 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 12 contains 4620 members 
Mstep: Class 13 contains 219545 members 
Mstep: Class 14 contains 15232 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 19 contains 55147 members 
Mstep: Class 20 contains 10870 members 
Mstep: Class 21 contains 83723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682100.000000 Penalty: 32370.763672
Iteration 15Q: 16 clusters Score -6.46821e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 87513 members 
Mstep: Class 6 contains 21710 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 8 contains 72015 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 12 contains 4622 members 
Mstep: Class 13 contains 216155 members 
Mstep: Class 14 contains 15427 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 19 contains 56443 members 
Mstep: Class 20 contains 9506 members 
Mstep: Class 21 contains 84220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64686096.000000 Penalty: 32370.763672
Iteration 16Q: 16 clusters Score -6.46861e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 90999 members 
Mstep: Class 6 contains 22288 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 71550 members 
Mstep: Class 9 contains 3418 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 211972 members 
Mstep: Class 14 contains 15923 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 19 contains 57542 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 84676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690512.000000 Penalty: 32370.763672
Iteration 17Q: 16 clusters Score -6.469051e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 94569 members 
Mstep: Class 6 contains 22866 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 71221 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 12 contains 4766 members 
Mstep: Class 13 contains 207441 members 
Mstep: Class 14 contains 16595 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 19 contains 58414 members 
Mstep: Class 20 contains 7578 members 
Mstep: Class 21 contains 85067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695328.000000 Penalty: 32370.763672
Iteration 18Q: 16 clusters Score -6.469533e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 98137 members 
Mstep: Class 6 contains 23492 members 
Mstep: Class 7 contains 835 members 
Mstep: Class 8 contains 70997 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 202900 members 
Mstep: Class 14 contains 17238 members 
Mstep: Class 16 contains 1717 members 
Mstep: Class 19 contains 59028 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 85413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64699996.000000 Penalty: 32370.763672
Iteration 19Q: 16 clusters Score -6.47e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 101894 members 
Mstep: Class 6 contains 24151 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 70862 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 198373 members 
Mstep: Class 14 contains 17765 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 19 contains 59314 members 
Mstep: Class 20 contains 6181 members 
Mstep: Class 21 contains 85708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64703660.000000 Penalty: 32370.763672
Iteration 20F: 16 clusters Score -6.470366e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 105886 members 
Mstep: Class 6 contains 24825 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 70813 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 193572 members 
Mstep: Class 14 contains 18394 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 19 contains 59327 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 85959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64706808.000000 Penalty: 32370.763672
Iteration 21Q: 16 clusters Score -6.470681e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5833 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 109899 members 
Mstep: Class 6 contains 25535 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 70824 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 189050 members 
Mstep: Class 14 contains 18830 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 19 contains 59059 members 
Mstep: Class 20 contains 5213 members 
Mstep: Class 21 contains 86190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709348.000000 Penalty: 32370.763672
Iteration 22Q: 16 clusters Score -6.470935e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 113980 members 
Mstep: Class 6 contains 26264 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 70871 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 184796 members 
Mstep: Class 14 contains 19019 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 19 contains 58525 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 86375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710980.000000 Penalty: 32370.763672
Iteration 23Q: 16 clusters Score -6.471098e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 118395 members 
Mstep: Class 6 contains 26974 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 70954 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 180700 members 
Mstep: Class 14 contains 18920 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 19 contains 57787 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 86550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64713760.000000 Penalty: 32370.763672
Iteration 24Q: 16 clusters Score -6.471376e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 123042 members 
Mstep: Class 6 contains 27679 members 
Mstep: Class 7 contains 1056 members 
Mstep: Class 8 contains 70976 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 12 contains 5634 members 
Mstep: Class 13 contains 176793 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 19 contains 56826 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 86700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64716364.000000 Penalty: 32370.763672
Iteration 25Q: 16 clusters Score -6.471636e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 127671 members 
Mstep: Class 6 contains 28371 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 70929 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 12 contains 5762 members 
Mstep: Class 13 contains 173288 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 19 contains 55745 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 86797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718788.000000 Penalty: 32370.763672
Iteration 26Q: 16 clusters Score -6.471879e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 132355 members 
Mstep: Class 6 contains 29068 members 
Mstep: Class 7 contains 1085 members 
Mstep: Class 8 contains 70887 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 12 contains 5873 members 
Mstep: Class 13 contains 169980 members 
Mstep: Class 14 contains 17564 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 19 contains 54533 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 86895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720656.000000 Penalty: 32370.763672
Iteration 27Q: 16 clusters Score -6.472066e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 136963 members 
Mstep: Class 6 contains 29768 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 8 contains 70806 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 166954 members 
Mstep: Class 14 contains 16871 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 53238 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 86973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64722740.000000 Penalty: 32370.763672
Iteration 28Q: 16 clusters Score -6.472274e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 141339 members 
Mstep: Class 6 contains 30457 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 70677 members 
Mstep: Class 9 contains 3428 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 164229 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 87032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64724672.000000 Penalty: 32370.763672
Iteration 29Q: 16 clusters Score -6.472467e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 145282 members 
Mstep: Class 6 contains 31096 members 
Mstep: Class 7 contains 1085 members 
Mstep: Class 8 contains 70566 members 
Mstep: Class 9 contains 3476 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 12 contains 6084 members 
Mstep: Class 13 contains 162082 members 
Mstep: Class 14 contains 15502 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 19 contains 50374 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725928.000000 Penalty: 32370.763672
Iteration 30Q: 16 clusters Score -6.472593e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4831 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 149084 members 
Mstep: Class 6 contains 31655 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 70448 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 12 contains 6054 members 
Mstep: Class 13 contains 160260 members 
Mstep: Class 14 contains 14892 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 19 contains 48747 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 87103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726616.000000 Penalty: 32370.763672
Iteration 31Q: 16 clusters Score -6.472662e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 152463 members 
Mstep: Class 6 contains 32226 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 70305 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 158789 members 
Mstep: Class 14 contains 14343 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 19 contains 47127 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 87130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64727384.000000 Penalty: 32370.763672
Iteration 32Q: 16 clusters Score -6.472738e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4756 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 155395 members 
Mstep: Class 6 contains 32763 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 70172 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 157695 members 
Mstep: Class 14 contains 13867 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 19 contains 45531 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 87159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726804.000000 Penalty: 32370.763672
Iteration 33Q: 16 clusters Score -6.47268e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 157633 members 
Mstep: Class 6 contains 33200 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 70018 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 157043 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 19 contains 44100 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 87203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726604.000000 Penalty: 32370.763672
Iteration 34Q: 16 clusters Score -6.47266e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 159278 members 
Mstep: Class 6 contains 33518 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 69875 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 156816 members 
Mstep: Class 14 contains 13221 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 19 contains 42801 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 87235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726284.000000 Penalty: 32370.763672
Iteration 35Q: 16 clusters Score -6.472628e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 160245 members 
Mstep: Class 6 contains 33781 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 69760 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 156929 members 
Mstep: Class 14 contains 12981 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 19 contains 41752 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 87243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64726140.000000 Penalty: 32370.763672
Iteration 36Q: 16 clusters Score -6.472614e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 160685 members 
Mstep: Class 6 contains 33977 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 69641 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 12 contains 6173 members 
Mstep: Class 13 contains 157345 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 19 contains 40875 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 21 contains 87265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725900.000000 Penalty: 32370.763672
Iteration 37Q: 16 clusters Score -6.47259e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4605 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 160856 members 
Mstep: Class 6 contains 34042 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 69533 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 12 contains 6332 members 
Mstep: Class 13 contains 157863 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 19 contains 40163 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 87297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64725788.000000 Penalty: 32370.763672
Iteration 38Q: 16 clusters Score -6.472579e+07 nChanged 4252
Entering ConstructFrom: 
Score: -64725788.000000 Penalty: 32370.763672
Entering ConstructFrom: 
Trying to split cluster 2 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -510572.937500 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -510572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -506890.906250 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -506890.9 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -507818.562500 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -507818.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -507976.156250 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -507976.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -508082.468750 Penalty: 2739.430664
	Iteration 3Q: 3 clusters Score -508082.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -508154.625000 Penalty: 2739.430664
	Iteration 4Q: 3 clusters Score -508154.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -508222.156250 Penalty: 2739.430664
	Iteration 5Q: 3 clusters Score -508222.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -508290.875000 Penalty: 2739.430664
	Iteration 6Q: 3 clusters Score -508290.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -508357.625000 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -508357.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -508443.718750 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -508443.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -508536.906250 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -508536.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -508621.843750 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -508621.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -508722.781250 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -508722.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -508837.593750 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -508837.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -508935.937500 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -508935.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -509045.406250 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -509045.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -509142.593750 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -509142.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -509199.468750 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -509199.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -509240.656250 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -509240.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -509280.781250 Penalty: 2739.430664
	Iteration 18Q: 3 clusters Score -509280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -509306.656250 Penalty: 2739.430664
	Iteration 19Q: 3 clusters Score -509306.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -509323.437500 Penalty: 2739.430664
	Iteration 20F: 3 clusters Score -509323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -509332.468750 Penalty: 2739.430664
	Iteration 21Q: 3 clusters Score -509332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -509342.750000 Penalty: 2739.430664
	Iteration 22Q: 3 clusters Score -509342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -509347.687500 Penalty: 2739.430664
	Iteration 23Q: 3 clusters Score -509347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -509354.625000 Penalty: 2739.430664
	Iteration 24Q: 3 clusters Score -509354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -509360.843750 Penalty: 2739.430664
	Iteration 25Q: 3 clusters Score -509360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -509368.187500 Penalty: 2739.430664
	Iteration 26Q: 3 clusters Score -509368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -509374.500000 Penalty: 2739.430664
	Iteration 27Q: 3 clusters Score -509374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -509375.968750 Penalty: 2739.430664
	Iteration 28Q: 3 clusters Score -509376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -509378.531250 Penalty: 2739.430664
	Iteration 29Q: 3 clusters Score -509378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -509381.906250 Penalty: 2739.430664
	Iteration 30Q: 3 clusters Score -509381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -509385.718750 Penalty: 2739.430664
	Iteration 31Q: 3 clusters Score -509385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -509391.093750 Penalty: 2739.430664
	Iteration 32Q: 3 clusters Score -509391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -509395.906250 Penalty: 2739.430664
	Iteration 33Q: 3 clusters Score -509395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -509396.281250 Penalty: 2739.430664
	Iteration 34Q: 3 clusters Score -509396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -509396.281250 Penalty: 2739.430664
	Iteration 35F: 3 clusters Score -509396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -247478.640625 Penalty: 1263.755005
	Iteration 0F: 2 clusters Score -247478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245156.078125 Penalty: 2527.510010
	Iteration 0F: 3 clusters Score -245156.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -245766.031250 Penalty: 2527.510010
	Iteration 1F: 3 clusters Score -245766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -245971.156250 Penalty: 2527.510010
	Iteration 2F: 3 clusters Score -245971.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -246092.593750 Penalty: 2527.510010
	Iteration 3F: 3 clusters Score -246092.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -246166.140625 Penalty: 2527.510010
	Iteration 4Q: 3 clusters Score -246166.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -246220.109375 Penalty: 2527.510010
	Iteration 5Q: 3 clusters Score -246220.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246265.515625 Penalty: 2527.510010
	Iteration 6Q: 3 clusters Score -246265.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -246303.656250 Penalty: 2527.510010
	Iteration 7Q: 3 clusters Score -246303.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246355.578125 Penalty: 2527.510010
	Iteration 8Q: 3 clusters Score -246355.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -246431.984375 Penalty: 2527.510010
	Iteration 9Q: 3 clusters Score -246432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -246490.171875 Penalty: 2527.510010
	Iteration 10Q: 3 clusters Score -246490.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -246532.718750 Penalty: 2527.510010
	Iteration 11Q: 3 clusters Score -246532.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -246572.296875 Penalty: 2527.510010
	Iteration 12Q: 3 clusters Score -246572.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -246610.375000 Penalty: 2527.510010
	Iteration 13Q: 3 clusters Score -246610.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -246655.609375 Penalty: 2527.510010
	Iteration 14Q: 3 clusters Score -246655.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -246698.968750 Penalty: 2527.510010
	Iteration 15Q: 3 clusters Score -246699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -246740.859375 Penalty: 2527.510010
	Iteration 16Q: 3 clusters Score -246740.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -246773.734375 Penalty: 2527.510010
	Iteration 17Q: 3 clusters Score -246773.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -246801.562500 Penalty: 2527.510010
	Iteration 18Q: 3 clusters Score -246801.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -246838.453125 Penalty: 2527.510010
	Iteration 19Q: 3 clusters Score -246838.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -246871.375000 Penalty: 2527.510010
	Iteration 20F: 3 clusters Score -246871.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -246932.718750 Penalty: 2527.510010
	Iteration 21Q: 3 clusters Score -246932.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -247017.593750 Penalty: 2527.510010
	Iteration 22Q: 3 clusters Score -247017.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -247066.968750 Penalty: 2527.510010
	Iteration 23Q: 3 clusters Score -247067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -247074.046875 Penalty: 2527.510010
	Iteration 24Q: 3 clusters Score -247074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -247083.812500 Penalty: 2527.510010
	Iteration 25Q: 3 clusters Score -247083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -247088.781250 Penalty: 2527.510010
	Iteration 26Q: 3 clusters Score -247088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -247091.656250 Penalty: 2527.510010
	Iteration 27Q: 3 clusters Score -247091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -247093.265625 Penalty: 2527.510010
	Iteration 28Q: 3 clusters Score -247093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -247096.406250 Penalty: 2527.510010
	Iteration 29Q: 3 clusters Score -247096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -247098.609375 Penalty: 2527.510010
	Iteration 30Q: 3 clusters Score -247098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -247101.046875 Penalty: 2527.510010
	Iteration 31Q: 3 clusters Score -247101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -247104.796875 Penalty: 2527.510010
	Iteration 32Q: 3 clusters Score -247104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -247107.250000 Penalty: 2527.510010
	Iteration 33Q: 3 clusters Score -247107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -247108.750000 Penalty: 2527.510010
	Iteration 34Q: 3 clusters Score -247108.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -247132.671875 Penalty: 2527.510010
	Iteration 35F: 3 clusters Score -247132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -247164.671875 Penalty: 2527.510010
	Iteration 36Q: 3 clusters Score -247164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -247173.031250 Penalty: 2527.510010
	Iteration 37Q: 3 clusters Score -247173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -247179.359375 Penalty: 2527.510010
	Iteration 38Q: 3 clusters Score -247179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -247179.390625 Penalty: 2527.510010
	Iteration 39Q: 3 clusters Score -247179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -247191.375000 Penalty: 2527.510010
	Iteration 40F: 3 clusters Score -247191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -247233.375000 Penalty: 2527.510010
	Iteration 41Q: 3 clusters Score -247233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -247240.171875 Penalty: 2527.510010
	Iteration 42Q: 3 clusters Score -247240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -247247.593750 Penalty: 2527.510010
	Iteration 43Q: 3 clusters Score -247247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -247257.765625 Penalty: 2527.510010
	Iteration 44Q: 3 clusters Score -247257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -247257.765625 Penalty: 2527.510010
	Iteration 45F: 3 clusters Score -247257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (160828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160828 members 
Entering Unmasked Estep 
Score: -18115968.000000 Penalty: 1948.064697
	Iteration 0F: 2 clusters Score -1.811597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -18016638.000000 Penalty: 3896.129395
	Iteration 0F: 3 clusters Score -1.801664e+07 nChanged 77748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -18062660.000000 Penalty: 3896.129395
	Iteration 1F: 3 clusters Score -1.806266e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -18063572.000000 Penalty: 3896.129395
	Iteration 2Q: 3 clusters Score -1.806357e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -18064684.000000 Penalty: 3896.129395
	Iteration 3Q: 3 clusters Score -1.806468e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -18066142.000000 Penalty: 3896.129395
	Iteration 4Q: 3 clusters Score -1.806614e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -18067984.000000 Penalty: 3896.129395
	Iteration 5Q: 3 clusters Score -1.806798e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -18070920.000000 Penalty: 3896.129395
	Iteration 6Q: 3 clusters Score -1.807092e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -18075572.000000 Penalty: 3896.129395
	Iteration 7F: 3 clusters Score -1.807557e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -18081772.000000 Penalty: 3896.129395
	Iteration 8F: 3 clusters Score -1.808177e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -18088686.000000 Penalty: 3896.129395
	Iteration 9F: 3 clusters Score -1.808869e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -18093066.000000 Penalty: 3896.129395
	Iteration 10F: 3 clusters Score -1.809307e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 60506 members 
Entering Unmasked Estep 
Score: -18094518.000000 Penalty: 3896.129395
	Iteration 11Q: 3 clusters Score -1.809452e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -18094920.000000 Penalty: 3896.129395
	Iteration 12Q: 3 clusters Score -1.809492e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -18095108.000000 Penalty: 3896.129395
	Iteration 13Q: 3 clusters Score -1.809511e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -18095122.000000 Penalty: 3896.129395
	Iteration 14Q: 3 clusters Score -1.809512e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -18095260.000000 Penalty: 3896.129395
	Iteration 15Q: 3 clusters Score -1.809526e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -18095432.000000 Penalty: 3896.129395
	Iteration 16Q: 3 clusters Score -1.809543e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -18095666.000000 Penalty: 3896.129395
	Iteration 17Q: 3 clusters Score -1.809567e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -18095826.000000 Penalty: 3896.129395
	Iteration 18Q: 3 clusters Score -1.809583e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -18095984.000000 Penalty: 3896.129395
	Iteration 19Q: 3 clusters Score -1.809598e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -18096094.000000 Penalty: 3896.129395
	Iteration 20F: 3 clusters Score -1.809609e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -18096302.000000 Penalty: 3896.129395
	Iteration 21Q: 3 clusters Score -1.80963e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -18096462.000000 Penalty: 3896.129395
	Iteration 22Q: 3 clusters Score -1.809646e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -18096580.000000 Penalty: 3896.129395
	Iteration 23Q: 3 clusters Score -1.809658e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -18096744.000000 Penalty: 3896.129395
	Iteration 24Q: 3 clusters Score -1.809674e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -18097032.000000 Penalty: 3896.129395
	Iteration 25Q: 3 clusters Score -1.809703e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -18097238.000000 Penalty: 3896.129395
	Iteration 26Q: 3 clusters Score -1.809724e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -18097392.000000 Penalty: 3896.129395
	Iteration 27Q: 3 clusters Score -1.809739e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -18097618.000000 Penalty: 3896.129395
	Iteration 28Q: 3 clusters Score -1.809762e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -18097852.000000 Penalty: 3896.129395
	Iteration 29Q: 3 clusters Score -1.809785e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -18098088.000000 Penalty: 3896.129395
	Iteration 30Q: 3 clusters Score -1.809809e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -18098340.000000 Penalty: 3896.129395
	Iteration 31Q: 3 clusters Score -1.809834e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -18098594.000000 Penalty: 3896.129395
	Iteration 32Q: 3 clusters Score -1.809859e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -18098876.000000 Penalty: 3896.129395
	Iteration 33Q: 3 clusters Score -1.809888e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -18099140.000000 Penalty: 3896.129395
	Iteration 34Q: 3 clusters Score -1.809914e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -18099358.000000 Penalty: 3896.129395
	Iteration 35Q: 3 clusters Score -1.809936e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -18099572.000000 Penalty: 3896.129395
	Iteration 36Q: 3 clusters Score -1.809957e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -18099774.000000 Penalty: 3896.129395
	Iteration 37Q: 3 clusters Score -1.809977e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -18100042.000000 Penalty: 3896.129395
	Iteration 38Q: 3 clusters Score -1.810004e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -18100264.000000 Penalty: 3896.129395
	Iteration 39Q: 3 clusters Score -1.810026e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -18100642.000000 Penalty: 3896.129395
	Iteration 40F: 3 clusters Score -1.810064e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -18101062.000000 Penalty: 3896.129395
	Iteration 41Q: 3 clusters Score -1.810106e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -18101368.000000 Penalty: 3896.129395
	Iteration 42Q: 3 clusters Score -1.810137e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102584 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -18101650.000000 Penalty: 3896.129395
	Iteration 43Q: 3 clusters Score -1.810165e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -18101834.000000 Penalty: 3896.129395
	Iteration 44Q: 3 clusters Score -1.810183e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -18102010.000000 Penalty: 3896.129395
	Iteration 45Q: 3 clusters Score -1.810201e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -18102274.000000 Penalty: 3896.129395
	Iteration 46Q: 3 clusters Score -1.810227e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -18102448.000000 Penalty: 3896.129395
	Iteration 47Q: 3 clusters Score -1.810245e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -18102730.000000 Penalty: 3896.129395
	Iteration 48Q: 3 clusters Score -1.810273e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -18102964.000000 Penalty: 3896.129395
	Iteration 49Q: 3 clusters Score -1.810296e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -18103248.000000 Penalty: 3896.129395
	Iteration 50Q: 3 clusters Score -1.810325e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -18103404.000000 Penalty: 3896.129395
	Iteration 51Q: 3 clusters Score -1.81034e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -18103620.000000 Penalty: 3896.129395
	Iteration 52Q: 3 clusters Score -1.810362e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -18103824.000000 Penalty: 3896.129395
	Iteration 53Q: 3 clusters Score -1.810382e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -18104024.000000 Penalty: 3896.129395
	Iteration 54Q: 3 clusters Score -1.810402e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -18104184.000000 Penalty: 3896.129395
	Iteration 55Q: 3 clusters Score -1.810418e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -18104284.000000 Penalty: 3896.129395
	Iteration 56Q: 3 clusters Score -1.810428e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -18104326.000000 Penalty: 3896.129395
	Iteration 57Q: 3 clusters Score -1.810433e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -18104448.000000 Penalty: 3896.129395
	Iteration 58Q: 3 clusters Score -1.810445e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -18104518.000000 Penalty: 3896.129395
	Iteration 59Q: 3 clusters Score -1.810452e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -18104514.000000 Penalty: 3896.129395
	Iteration 60F: 3 clusters Score -1.810451e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -18104608.000000 Penalty: 3896.129395
	Iteration 61Q: 3 clusters Score -1.810461e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -18104724.000000 Penalty: 3896.129395
	Iteration 62Q: 3 clusters Score -1.810472e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -18104828.000000 Penalty: 3896.129395
	Iteration 63Q: 3 clusters Score -1.810483e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -18104840.000000 Penalty: 3896.129395
	Iteration 64Q: 3 clusters Score -1.810484e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -18104918.000000 Penalty: 3896.129395
	Iteration 65Q: 3 clusters Score -1.810492e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -18104952.000000 Penalty: 3896.129395
	Iteration 66Q: 3 clusters Score -1.810495e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -18104970.000000 Penalty: 3896.129395
	Iteration 67Q: 3 clusters Score -1.810497e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -18104980.000000 Penalty: 3896.129395
	Iteration 68Q: 3 clusters Score -1.810498e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -18105086.000000 Penalty: 3896.129395
	Iteration 69Q: 3 clusters Score -1.810509e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -18105096.000000 Penalty: 3896.129395
	Iteration 70Q: 3 clusters Score -1.81051e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -18105128.000000 Penalty: 3896.129395
	Iteration 71Q: 3 clusters Score -1.810513e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -18105188.000000 Penalty: 3896.129395
	Iteration 72Q: 3 clusters Score -1.810519e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -18105190.000000 Penalty: 3896.129395
	Iteration 73Q: 3 clusters Score -1.810519e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -18105204.000000 Penalty: 3896.129395
	Iteration 74Q: 3 clusters Score -1.81052e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -18105306.000000 Penalty: 3896.129395
	Iteration 75Q: 3 clusters Score -1.810531e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -18105348.000000 Penalty: 3896.129395
	Iteration 76Q: 3 clusters Score -1.810535e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -18105478.000000 Penalty: 3896.129395
	Iteration 77Q: 3 clusters Score -1.810548e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -18105494.000000 Penalty: 3896.129395
	Iteration 78Q: 3 clusters Score -1.810549e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -18105506.000000 Penalty: 3896.129395
	Iteration 79Q: 3 clusters Score -1.810551e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -18105574.000000 Penalty: 3896.129395
	Iteration 80F: 3 clusters Score -1.810557e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -18105612.000000 Penalty: 3896.129395
	Iteration 81Q: 3 clusters Score -1.810561e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -18105646.000000 Penalty: 3896.129395
	Iteration 82Q: 3 clusters Score -1.810565e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -18105664.000000 Penalty: 3896.129395
	Iteration 83Q: 3 clusters Score -1.810566e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -18105754.000000 Penalty: 3896.129395
	Iteration 84Q: 3 clusters Score -1.810575e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -18105844.000000 Penalty: 3896.129395
	Iteration 85Q: 3 clusters Score -1.810584e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -18105966.000000 Penalty: 3896.129395
	Iteration 86Q: 3 clusters Score -1.810597e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -18106052.000000 Penalty: 3896.129395
	Iteration 87Q: 3 clusters Score -1.810605e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -18106146.000000 Penalty: 3896.129395
	Iteration 88Q: 3 clusters Score -1.810615e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -18106270.000000 Penalty: 3896.129395
	Iteration 89Q: 3 clusters Score -1.810627e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -18106364.000000 Penalty: 3896.129395
	Iteration 90Q: 3 clusters Score -1.810636e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -18106512.000000 Penalty: 3896.129395
	Iteration 91Q: 3 clusters Score -1.810651e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -18106764.000000 Penalty: 3896.129395
	Iteration 92Q: 3 clusters Score -1.810676e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -18107148.000000 Penalty: 3896.129395
	Iteration 93Q: 3 clusters Score -1.810715e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -18107286.000000 Penalty: 3896.129395
	Iteration 94Q: 3 clusters Score -1.810729e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -18107728.000000 Penalty: 3896.129395
	Iteration 95Q: 3 clusters Score -1.810773e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -18108240.000000 Penalty: 3896.129395
	Iteration 96Q: 3 clusters Score -1.810824e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -18108846.000000 Penalty: 3896.129395
	Iteration 97Q: 3 clusters Score -1.810885e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -18109572.000000 Penalty: 3896.129395
	Iteration 98Q: 3 clusters Score -1.810957e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -18110070.000000 Penalty: 3896.129395
	Iteration 99Q: 3 clusters Score -1.811007e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -18110526.000000 Penalty: 3896.129395
	Iteration 100F: 3 clusters Score -1.811053e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -18111038.000000 Penalty: 3896.129395
	Iteration 101Q: 3 clusters Score -1.811104e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -18111460.000000 Penalty: 3896.129395
	Iteration 102Q: 3 clusters Score -1.811146e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -18111768.000000 Penalty: 3896.129395
	Iteration 103Q: 3 clusters Score -1.811177e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -18112078.000000 Penalty: 3896.129395
	Iteration 104Q: 3 clusters Score -1.811208e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -18112308.000000 Penalty: 3896.129395
	Iteration 105Q: 3 clusters Score -1.811231e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -18112552.000000 Penalty: 3896.129395
	Iteration 106Q: 3 clusters Score -1.811255e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -18112740.000000 Penalty: 3896.129395
	Iteration 107Q: 3 clusters Score -1.811274e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -18113078.000000 Penalty: 3896.129395
	Iteration 108Q: 3 clusters Score -1.811308e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -18113246.000000 Penalty: 3896.129395
	Iteration 109Q: 3 clusters Score -1.811325e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -18113444.000000 Penalty: 3896.129395
	Iteration 110Q: 3 clusters Score -1.811344e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -18113576.000000 Penalty: 3896.129395
	Iteration 111Q: 3 clusters Score -1.811358e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -18113704.000000 Penalty: 3896.129395
	Iteration 112Q: 3 clusters Score -1.81137e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -18113746.000000 Penalty: 3896.129395
	Iteration 113Q: 3 clusters Score -1.811375e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -18113896.000000 Penalty: 3896.129395
	Iteration 114Q: 3 clusters Score -1.81139e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -18114044.000000 Penalty: 3896.129395
	Iteration 115Q: 3 clusters Score -1.811404e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -18114226.000000 Penalty: 3896.129395
	Iteration 116Q: 3 clusters Score -1.811423e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 120475 members 
Entering Unmasked Estep 
Score: -18114412.000000 Penalty: 3896.129395
	Iteration 117Q: 3 clusters Score -1.811441e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -18114586.000000 Penalty: 3896.129395
	Iteration 118Q: 3 clusters Score -1.811459e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -18114726.000000 Penalty: 3896.129395
	Iteration 119Q: 3 clusters Score -1.811473e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -18114956.000000 Penalty: 3896.129395
	Iteration 120F: 3 clusters Score -1.811496e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -18115102.000000 Penalty: 3896.129395
	Iteration 121Q: 3 clusters Score -1.81151e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -18115290.000000 Penalty: 3896.129395
	Iteration 122Q: 3 clusters Score -1.811529e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -18115376.000000 Penalty: 3896.129395
	Iteration 123Q: 3 clusters Score -1.811538e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -18115580.000000 Penalty: 3896.129395
	Iteration 124Q: 3 clusters Score -1.811558e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 131685 members 
Entering Unmasked Estep 
Score: -18115712.000000 Penalty: 3896.129395
	Iteration 125Q: 3 clusters Score -1.811571e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 132899 members 
Entering Unmasked Estep 
Score: -18115870.000000 Penalty: 3896.129395
	Iteration 126Q: 3 clusters Score -1.811587e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -18115948.000000 Penalty: 3896.129395
	Iteration 127Q: 3 clusters Score -1.811595e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -18116062.000000 Penalty: 3896.129395
	Iteration 128Q: 3 clusters Score -1.811606e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -18116180.000000 Penalty: 3896.129395
	Iteration 129Q: 3 clusters Score -1.811618e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 137712 members 
Entering Unmasked Estep 
Score: -18116376.000000 Penalty: 3896.129395
	Iteration 130Q: 3 clusters Score -1.811638e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 138788 members 
Entering Unmasked Estep 
Score: -18116564.000000 Penalty: 3896.129395
	Iteration 131Q: 3 clusters Score -1.811656e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 139812 members 
Entering Unmasked Estep 
Score: -18116634.000000 Penalty: 3896.129395
	Iteration 132Q: 3 clusters Score -1.811663e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 140829 members 
Entering Unmasked Estep 
Score: -18116690.000000 Penalty: 3896.129395
	Iteration 133Q: 3 clusters Score -1.811669e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -18116766.000000 Penalty: 3896.129395
	Iteration 134Q: 3 clusters Score -1.811677e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 142681 members 
Entering Unmasked Estep 
Score: -18116818.000000 Penalty: 3896.129395
	Iteration 135Q: 3 clusters Score -1.811682e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -18116970.000000 Penalty: 3896.129395
	Iteration 136Q: 3 clusters Score -1.811697e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -18117024.000000 Penalty: 3896.129395
	Iteration 137Q: 3 clusters Score -1.811702e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -18117156.000000 Penalty: 3896.129395
	Iteration 138Q: 3 clusters Score -1.811716e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -18117206.000000 Penalty: 3896.129395
	Iteration 139Q: 3 clusters Score -1.811721e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 146638 members 
Entering Unmasked Estep 
Score: -18117206.000000 Penalty: 3896.129395
	Iteration 140F: 3 clusters Score -1.811721e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -18117194.000000 Penalty: 3896.129395
	Iteration 141Q: 3 clusters Score -1.811719e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 147814 members 
Entering Unmasked Estep 
Score: -18117208.000000 Penalty: 3896.129395
	Iteration 142Q: 3 clusters Score -1.811721e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -18117126.000000 Penalty: 3896.129395
	Iteration 143Q: 3 clusters Score -1.811713e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -18117078.000000 Penalty: 3896.129395
	Iteration 144Q: 3 clusters Score -1.811708e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 149386 members 
Entering Unmasked Estep 
Score: -18117050.000000 Penalty: 3896.129395
	Iteration 145Q: 3 clusters Score -1.811705e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -18117054.000000 Penalty: 3896.129395
	Iteration 146Q: 3 clusters Score -1.811705e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -18116992.000000 Penalty: 3896.129395
	Iteration 147Q: 3 clusters Score -1.811699e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -18116920.000000 Penalty: 3896.129395
	Iteration 148Q: 3 clusters Score -1.811692e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -18116794.000000 Penalty: 3896.129395
	Iteration 149Q: 3 clusters Score -1.811679e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -18116792.000000 Penalty: 3896.129395
	Iteration 150Q: 3 clusters Score -1.811679e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -18116730.000000 Penalty: 3896.129395
	Iteration 151Q: 3 clusters Score -1.811673e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 152044 members 
Entering Unmasked Estep 
Score: -18116732.000000 Penalty: 3896.129395
	Iteration 152Q: 3 clusters Score -1.811673e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 152355 members 
Entering Unmasked Estep 
Score: -18116690.000000 Penalty: 3896.129395
	Iteration 153Q: 3 clusters Score -1.811669e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 152654 members 
Entering Unmasked Estep 
Score: -18116650.000000 Penalty: 3896.129395
	Iteration 154Q: 3 clusters Score -1.811665e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -18116554.000000 Penalty: 3896.129395
	Iteration 155Q: 3 clusters Score -1.811655e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -18116540.000000 Penalty: 3896.129395
	Iteration 156Q: 3 clusters Score -1.811654e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -18116438.000000 Penalty: 3896.129395
	Iteration 157Q: 3 clusters Score -1.811644e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -18116348.000000 Penalty: 3896.129395
	Iteration 158Q: 3 clusters Score -1.811635e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -18116286.000000 Penalty: 3896.129395
	Iteration 159Q: 3 clusters Score -1.811629e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -18116258.000000 Penalty: 3896.129395
	Iteration 160F: 3 clusters Score -1.811626e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 154451 members 
Entering Unmasked Estep 
Score: -18116232.000000 Penalty: 3896.129395
	Iteration 161Q: 3 clusters Score -1.811623e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -18116204.000000 Penalty: 3896.129395
	Iteration 162Q: 3 clusters Score -1.81162e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -18116158.000000 Penalty: 3896.129395
	Iteration 163Q: 3 clusters Score -1.811616e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 154944 members 
Entering Unmasked Estep 
Score: -18116158.000000 Penalty: 3896.129395
	Iteration 164Q: 3 clusters Score -1.811616e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -18116092.000000 Penalty: 3896.129395
	Iteration 165Q: 3 clusters Score -1.811609e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 155292 members 
Entering Unmasked Estep 
Score: -18116048.000000 Penalty: 3896.129395
	Iteration 166Q: 3 clusters Score -1.811605e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 155465 members 
Entering Unmasked Estep 
Score: -18116014.000000 Penalty: 3896.129395
	Iteration 167Q: 3 clusters Score -1.811601e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 155621 members 
Entering Unmasked Estep 
Score: -18115942.000000 Penalty: 3896.129395
	Iteration 168Q: 3 clusters Score -1.811594e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 155770 members 
Entering Unmasked Estep 
Score: -18115892.000000 Penalty: 3896.129395
	Iteration 169Q: 3 clusters Score -1.811589e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -18115840.000000 Penalty: 3896.129395
	Iteration 170Q: 3 clusters Score -1.811584e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -18115814.000000 Penalty: 3896.129395
	Iteration 171Q: 3 clusters Score -1.811581e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 156212 members 
Entering Unmasked Estep 
Score: -18115790.000000 Penalty: 3896.129395
	Iteration 172Q: 3 clusters Score -1.811579e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -18115746.000000 Penalty: 3896.129395
	Iteration 173Q: 3 clusters Score -1.811575e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -18115748.000000 Penalty: 3896.129395
	Iteration 174Q: 3 clusters Score -1.811575e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -18115698.000000 Penalty: 3896.129395
	Iteration 175Q: 3 clusters Score -1.81157e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 156672 members 
Entering Unmasked Estep 
Score: -18115660.000000 Penalty: 3896.129395
	Iteration 176Q: 3 clusters Score -1.811566e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -18115640.000000 Penalty: 3896.129395
	Iteration 177Q: 3 clusters Score -1.811564e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 156887 members 
Entering Unmasked Estep 
Score: -18115652.000000 Penalty: 3896.129395
	Iteration 178Q: 3 clusters Score -1.811565e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -18115602.000000 Penalty: 3896.129395
	Iteration 179Q: 3 clusters Score -1.81156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -18115554.000000 Penalty: 3896.129395
	Iteration 180F: 3 clusters Score -1.811555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -18115538.000000 Penalty: 3896.129395
	Iteration 181Q: 3 clusters Score -1.811554e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -18115516.000000 Penalty: 3896.129395
	Iteration 182Q: 3 clusters Score -1.811552e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -18115510.000000 Penalty: 3896.129395
	Iteration 183Q: 3 clusters Score -1.811551e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -18115462.000000 Penalty: 3896.129395
	Iteration 184Q: 3 clusters Score -1.811546e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 157441 members 
Entering Unmasked Estep 
Score: -18115450.000000 Penalty: 3896.129395
	Iteration 185Q: 3 clusters Score -1.811545e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -18115426.000000 Penalty: 3896.129395
	Iteration 186Q: 3 clusters Score -1.811543e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -18115402.000000 Penalty: 3896.129395
	Iteration 187Q: 3 clusters Score -1.81154e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 157662 members 
Entering Unmasked Estep 
Score: -18115382.000000 Penalty: 3896.129395
	Iteration 188Q: 3 clusters Score -1.811538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -18115364.000000 Penalty: 3896.129395
	Iteration 189Q: 3 clusters Score -1.811536e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -18115332.000000 Penalty: 3896.129395
	Iteration 190Q: 3 clusters Score -1.811533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -18115324.000000 Penalty: 3896.129395
	Iteration 191Q: 3 clusters Score -1.811532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -18115282.000000 Penalty: 3896.129395
	Iteration 192Q: 3 clusters Score -1.811528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -18115232.000000 Penalty: 3896.129395
	Iteration 193Q: 3 clusters Score -1.811523e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -18115230.000000 Penalty: 3896.129395
	Iteration 194Q: 3 clusters Score -1.811523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -18115208.000000 Penalty: 3896.129395
	Iteration 195Q: 3 clusters Score -1.811521e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 158140 members 
Entering Unmasked Estep 
Score: -18115216.000000 Penalty: 3896.129395
	Iteration 196Q: 3 clusters Score -1.811522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -18115202.000000 Penalty: 3896.129395
	Iteration 197Q: 3 clusters Score -1.81152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -18115196.000000 Penalty: 3896.129395
	Iteration 198Q: 3 clusters Score -1.81152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -18115172.000000 Penalty: 3896.129395
	Iteration 199Q: 3 clusters Score -1.811517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -18115176.000000 Penalty: 3896.129395
	Iteration 200F: 3 clusters Score -1.811518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -18115156.000000 Penalty: 3896.129395
	Iteration 201Q: 3 clusters Score -1.811516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -18115168.000000 Penalty: 3896.129395
	Iteration 202Q: 3 clusters Score -1.811517e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -18115162.000000 Penalty: 3896.129395
	Iteration 203Q: 3 clusters Score -1.811516e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 158490 members 
Entering Unmasked Estep 
Score: -18115152.000000 Penalty: 3896.129395
	Iteration 204Q: 3 clusters Score -1.811515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -18115158.000000 Penalty: 3896.129395
	Iteration 205Q: 3 clusters Score -1.811516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 158553 members 
Entering Unmasked Estep 
Score: -18115162.000000 Penalty: 3896.129395
	Iteration 206Q: 3 clusters Score -1.811516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -18115176.000000 Penalty: 3896.129395
	Iteration 207Q: 3 clusters Score -1.811518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -18115172.000000 Penalty: 3896.129395
	Iteration 208Q: 3 clusters Score -1.811517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -18115166.000000 Penalty: 3896.129395
	Iteration 209Q: 3 clusters Score -1.811517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -18115154.000000 Penalty: 3896.129395
	Iteration 210Q: 3 clusters Score -1.811515e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -18115136.000000 Penalty: 3896.129395
	Iteration 211Q: 3 clusters Score -1.811514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -18115126.000000 Penalty: 3896.129395
	Iteration 212Q: 3 clusters Score -1.811513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -18115120.000000 Penalty: 3896.129395
	Iteration 213Q: 3 clusters Score -1.811512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -18115104.000000 Penalty: 3896.129395
	Iteration 214Q: 3 clusters Score -1.81151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 158829 members 
Entering Unmasked Estep 
Score: -18115098.000000 Penalty: 3896.129395
	Iteration 215Q: 3 clusters Score -1.81151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 158859 members 
Entering Unmasked Estep 
Score: -18115106.000000 Penalty: 3896.129395
	Iteration 216Q: 3 clusters Score -1.811511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -18115080.000000 Penalty: 3896.129395
	Iteration 217Q: 3 clusters Score -1.811508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -18115072.000000 Penalty: 3896.129395
	Iteration 218Q: 3 clusters Score -1.811507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -18115076.000000 Penalty: 3896.129395
	Iteration 219Q: 3 clusters Score -1.811508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -18115052.000000 Penalty: 3896.129395
	Iteration 220F: 3 clusters Score -1.811505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -18115048.000000 Penalty: 3896.129395
	Iteration 221Q: 3 clusters Score -1.811505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -18115062.000000 Penalty: 3896.129395
	Iteration 222Q: 3 clusters Score -1.811506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -18115060.000000 Penalty: 3896.129395
	Iteration 223Q: 3 clusters Score -1.811506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -18115064.000000 Penalty: 3896.129395
	Iteration 224Q: 3 clusters Score -1.811506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -18115074.000000 Penalty: 3896.129395
	Iteration 225Q: 3 clusters Score -1.811507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 159055 members 
Entering Unmasked Estep 
Score: -18115090.000000 Penalty: 3896.129395
	Iteration 226Q: 3 clusters Score -1.811509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -18115066.000000 Penalty: 3896.129395
	Iteration 227Q: 3 clusters Score -1.811507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -18115068.000000 Penalty: 3896.129395
	Iteration 228Q: 3 clusters Score -1.811507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -18115060.000000 Penalty: 3896.129395
	Iteration 229Q: 3 clusters Score -1.811506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -18115070.000000 Penalty: 3896.129395
	Iteration 230Q: 3 clusters Score -1.811507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -18115038.000000 Penalty: 3896.129395
	Iteration 231Q: 3 clusters Score -1.811504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 159130 members 
Entering Unmasked Estep 
Score: -18115038.000000 Penalty: 3896.129395
	Iteration 232Q: 3 clusters Score -1.811504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -18115032.000000 Penalty: 3896.129395
	Iteration 233Q: 3 clusters Score -1.811503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -18115022.000000 Penalty: 3896.129395
	Iteration 234Q: 3 clusters Score -1.811502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -18115018.000000 Penalty: 3896.129395
	Iteration 235Q: 3 clusters Score -1.811502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -18115020.000000 Penalty: 3896.129395
	Iteration 236Q: 3 clusters Score -1.811502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -18115014.000000 Penalty: 3896.129395
	Iteration 237Q: 3 clusters Score -1.811501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -18115024.000000 Penalty: 3896.129395
	Iteration 238Q: 3 clusters Score -1.811502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -18115012.000000 Penalty: 3896.129395
	Iteration 239Q: 3 clusters Score -1.811501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -18115016.000000 Penalty: 3896.129395
	Iteration 240F: 3 clusters Score -1.811502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 159232 members 
Entering Unmasked Estep 
Score: -18115002.000000 Penalty: 3896.129395
	Iteration 241Q: 3 clusters Score -1.8115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 159245 members 
Entering Unmasked Estep 
Score: -18114994.000000 Penalty: 3896.129395
	Iteration 242Q: 3 clusters Score -1.811499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -18114980.000000 Penalty: 3896.129395
	Iteration 243Q: 3 clusters Score -1.811498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -18114988.000000 Penalty: 3896.129395
	Iteration 244Q: 3 clusters Score -1.811499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -18114992.000000 Penalty: 3896.129395
	Iteration 245Q: 3 clusters Score -1.811499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -18115002.000000 Penalty: 3896.129395
	Iteration 246Q: 3 clusters Score -1.8115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -18114994.000000 Penalty: 3896.129395
	Iteration 247Q: 3 clusters Score -1.811499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -18114990.000000 Penalty: 3896.129395
	Iteration 248Q: 3 clusters Score -1.811499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -18114986.000000 Penalty: 3896.129395
	Iteration 249Q: 3 clusters Score -1.811499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -18114986.000000 Penalty: 3896.129395
	Iteration 250Q: 3 clusters Score -1.811499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -18114994.000000 Penalty: 3896.129395
	Iteration 251Q: 3 clusters Score -1.811499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -18115008.000000 Penalty: 3896.129395
	Iteration 252Q: 3 clusters Score -1.811501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -18114996.000000 Penalty: 3896.129395
	Iteration 253Q: 3 clusters Score -1.8115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -18114988.000000 Penalty: 3896.129395
	Iteration 254Q: 3 clusters Score -1.811499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -18114992.000000 Penalty: 3896.129395
	Iteration 255Q: 3 clusters Score -1.811499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -18114982.000000 Penalty: 3896.129395
	Iteration 256Q: 3 clusters Score -1.811498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -18114980.000000 Penalty: 3896.129395
	Iteration 257Q: 3 clusters Score -1.811498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -18114972.000000 Penalty: 3896.129395
	Iteration 258Q: 3 clusters Score -1.811497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -18114972.000000 Penalty: 3896.129395
	Iteration 259Q: 3 clusters Score -1.811497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -18114976.000000 Penalty: 3896.129395
	Iteration 260F: 3 clusters Score -1.811498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -18114986.000000 Penalty: 3896.129395
	Iteration 261Q: 3 clusters Score -1.811499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -18114994.000000 Penalty: 3896.129395
	Iteration 262Q: 3 clusters Score -1.811499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -18115006.000000 Penalty: 3896.129395
	Iteration 263Q: 3 clusters Score -1.811501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 159503 members 
Entering Unmasked Estep 
Score: -18114986.000000 Penalty: 3896.129395
	Iteration 264Q: 3 clusters Score -1.811499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 159508 members 
Entering Unmasked Estep 
Score: -18115008.000000 Penalty: 3896.129395
	Iteration 265Q: 3 clusters Score -1.811501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -18115004.000000 Penalty: 3896.129395
	Iteration 266Q: 3 clusters Score -1.8115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 159515 members 
Entering Unmasked Estep 
Score: -18114996.000000 Penalty: 3896.129395
	Iteration 267Q: 3 clusters Score -1.8115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -18114990.000000 Penalty: 3896.129395
	Iteration 268Q: 3 clusters Score -1.811499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -18114988.000000 Penalty: 3896.129395
	Iteration 269Q: 3 clusters Score -1.811499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -18114976.000000 Penalty: 3896.129395
	Iteration 270Q: 3 clusters Score -1.811498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 159529 members 
Entering Unmasked Estep 
Score: -18114984.000000 Penalty: 3896.129395
	Iteration 271Q: 3 clusters Score -1.811498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 159530 members 
Entering Unmasked Estep 
Score: -18114982.000000 Penalty: 3896.129395
	Iteration 272Q: 3 clusters Score -1.811498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -18114986.000000 Penalty: 3896.129395
	Iteration 273Q: 3 clusters Score -1.811499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 159533 members 
Entering Unmasked Estep 
Score: -18114984.000000 Penalty: 3896.129395
	Iteration 274Q: 3 clusters Score -1.811498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -18114982.000000 Penalty: 3896.129395
	Iteration 275Q: 3 clusters Score -1.811498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -18114984.000000 Penalty: 3896.129395
	Iteration 276Q: 3 clusters Score -1.811498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -18114976.000000 Penalty: 3896.129395
	Iteration 277Q: 3 clusters Score -1.811498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 159547 members 
Entering Unmasked Estep 
Score: -18114974.000000 Penalty: 3896.129395
	Iteration 278Q: 3 clusters Score -1.811497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -18114966.000000 Penalty: 3896.129395
	Iteration 279Q: 3 clusters Score -1.811497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -18114964.000000 Penalty: 3896.129395
	Iteration 280F: 3 clusters Score -1.811496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 159557 members 
Entering Unmasked Estep 
Score: -18114960.000000 Penalty: 3896.129395
	Iteration 281Q: 3 clusters Score -1.811496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -18114960.000000 Penalty: 3896.129395
	Iteration 282Q: 3 clusters Score -1.811496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -18114958.000000 Penalty: 3896.129395
	Iteration 283Q: 3 clusters Score -1.811496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -18114970.000000 Penalty: 3896.129395
	Iteration 284Q: 3 clusters Score -1.811497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 159571 members 
Entering Unmasked Estep 
Score: -18114956.000000 Penalty: 3896.129395
	Iteration 285Q: 3 clusters Score -1.811496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 159572 members 
Entering Unmasked Estep 
Score: -18114956.000000 Penalty: 3896.129395
	Iteration 286Q: 3 clusters Score -1.811496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 159574 members 
Entering Unmasked Estep 
Score: -18114950.000000 Penalty: 3896.129395
	Iteration 287Q: 3 clusters Score -1.811495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -18114950.000000 Penalty: 3896.129395
	Iteration 288Q: 3 clusters Score -1.811495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -18114964.000000 Penalty: 3896.129395
	Iteration 289Q: 3 clusters Score -1.811496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -18114962.000000 Penalty: 3896.129395
	Iteration 290Q: 3 clusters Score -1.811496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -18114962.000000 Penalty: 3896.129395
	Iteration 291F: 3 clusters Score -1.811496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Entering Unmasked Estep 
Score: -3751058.250000 Penalty: 1695.615479
	Iteration 0F: 2 clusters Score -3751058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3728218.250000 Penalty: 3391.230957
	Iteration 0F: 3 clusters Score -3728218 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3736946.500000 Penalty: 3391.230957
	Iteration 1F: 3 clusters Score -3736946 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3737643.750000 Penalty: 3391.230957
	Iteration 2Q: 3 clusters Score -3737644 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3738908.750000 Penalty: 3391.230957
	Iteration 3F: 3 clusters Score -3738909 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3740863.500000 Penalty: 3391.230957
	Iteration 4F: 3 clusters Score -3740864 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3743234.000000 Penalty: 3391.230957
	Iteration 5F: 3 clusters Score -3743234 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3745549.000000 Penalty: 3391.230957
	Iteration 6F: 3 clusters Score -3745549 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3747211.500000 Penalty: 3391.230957
	Iteration 7F: 3 clusters Score -3747212 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3748347.500000 Penalty: 3391.230957
	Iteration 8Q: 3 clusters Score -3748348 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3749373.750000 Penalty: 3391.230957
	Iteration 9Q: 3 clusters Score -3749374 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3749974.500000 Penalty: 3391.230957
	Iteration 10Q: 3 clusters Score -3749974 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3750152.000000 Penalty: 3391.230957
	Iteration 11Q: 3 clusters Score -3750152 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3750279.750000 Penalty: 3391.230957
	Iteration 12Q: 3 clusters Score -3750280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3750356.500000 Penalty: 3391.230957
	Iteration 13Q: 3 clusters Score -3750356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3750413.250000 Penalty: 3391.230957
	Iteration 14Q: 3 clusters Score -3750413 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3750458.000000 Penalty: 3391.230957
	Iteration 15Q: 3 clusters Score -3750458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3750503.250000 Penalty: 3391.230957
	Iteration 16Q: 3 clusters Score -3750503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3750543.250000 Penalty: 3391.230957
	Iteration 17Q: 3 clusters Score -3750543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3750564.750000 Penalty: 3391.230957
	Iteration 18Q: 3 clusters Score -3750565 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3750586.000000 Penalty: 3391.230957
	Iteration 19Q: 3 clusters Score -3750586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3750595.750000 Penalty: 3391.230957
	Iteration 20F: 3 clusters Score -3750596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3750606.750000 Penalty: 3391.230957
	Iteration 21Q: 3 clusters Score -3750607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3750617.250000 Penalty: 3391.230957
	Iteration 22Q: 3 clusters Score -3750617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3750620.250000 Penalty: 3391.230957
	Iteration 23Q: 3 clusters Score -3750620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3750645.750000 Penalty: 3391.230957
	Iteration 24Q: 3 clusters Score -3750646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3750638.000000 Penalty: 3391.230957
	Iteration 25Q: 3 clusters Score -3750638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3750644.000000 Penalty: 3391.230957
	Iteration 26Q: 3 clusters Score -3750644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3750645.000000 Penalty: 3391.230957
	Iteration 27Q: 3 clusters Score -3750645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3750656.250000 Penalty: 3391.230957
	Iteration 28Q: 3 clusters Score -3750656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3750660.750000 Penalty: 3391.230957
	Iteration 29Q: 3 clusters Score -3750661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3750652.000000 Penalty: 3391.230957
	Iteration 30Q: 3 clusters Score -3750652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3750656.500000 Penalty: 3391.230957
	Iteration 31Q: 3 clusters Score -3750656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3750659.500000 Penalty: 3391.230957
	Iteration 32Q: 3 clusters Score -3750660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3750659.750000 Penalty: 3391.230957
	Iteration 33Q: 3 clusters Score -3750660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3750662.250000 Penalty: 3391.230957
	Iteration 34Q: 3 clusters Score -3750662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3750665.500000 Penalty: 3391.230957
	Iteration 35Q: 3 clusters Score -3750666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3750659.000000 Penalty: 3391.230957
	Iteration 36Q: 3 clusters Score -3750659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3750665.750000 Penalty: 3391.230957
	Iteration 37Q: 3 clusters Score -3750666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3750663.500000 Penalty: 3391.230957
	Iteration 38Q: 3 clusters Score -3750664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3750664.500000 Penalty: 3391.230957
	Iteration 39Q: 3 clusters Score -3750664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3750666.500000 Penalty: 3391.230957
	Iteration 40F: 3 clusters Score -3750666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3750665.250000 Penalty: 3391.230957
	Iteration 41Q: 3 clusters Score -3750665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3750666.250000 Penalty: 3391.230957
	Iteration 42Q: 3 clusters Score -3750666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3750660.000000 Penalty: 3391.230957
	Iteration 43Q: 3 clusters Score -3750660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3750661.500000 Penalty: 3391.230957
	Iteration 44Q: 3 clusters Score -3750662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3750659.750000 Penalty: 3391.230957
	Iteration 45Q: 3 clusters Score -3750660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3750662.500000 Penalty: 3391.230957
	Iteration 46Q: 3 clusters Score -3750662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3750660.000000 Penalty: 3391.230957
	Iteration 47Q: 3 clusters Score -3750660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3750663.000000 Penalty: 3391.230957
	Iteration 48Q: 3 clusters Score -3750663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3750666.500000 Penalty: 3391.230957
	Iteration 49Q: 3 clusters Score -3750666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3750664.250000 Penalty: 3391.230957
	Iteration 50Q: 3 clusters Score -3750664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3750666.250000 Penalty: 3391.230957
	Iteration 51Q: 3 clusters Score -3750666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3750662.750000 Penalty: 3391.230957
	Iteration 52Q: 3 clusters Score -3750663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3750665.250000 Penalty: 3391.230957
	Iteration 53Q: 3 clusters Score -3750665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3750660.000000 Penalty: 3391.230957
	Iteration 54Q: 3 clusters Score -3750660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3750665.250000 Penalty: 3391.230957
	Iteration 55Q: 3 clusters Score -3750665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3750661.500000 Penalty: 3391.230957
	Iteration 56Q: 3 clusters Score -3750662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3750666.000000 Penalty: 3391.230957
	Iteration 57Q: 3 clusters Score -3750666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3750664.250000 Penalty: 3391.230957
	Iteration 58Q: 3 clusters Score -3750664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3750669.250000 Penalty: 3391.230957
	Iteration 59Q: 3 clusters Score -3750669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3750677.250000 Penalty: 3391.230957
	Iteration 60F: 3 clusters Score -3750677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3750673.250000 Penalty: 3391.230957
	Iteration 61Q: 3 clusters Score -3750673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3750670.250000 Penalty: 3391.230957
	Iteration 62Q: 3 clusters Score -3750670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3750672.500000 Penalty: 3391.230957
	Iteration 63Q: 3 clusters Score -3750672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3750672.500000 Penalty: 3391.230957
	Iteration 64F: 3 clusters Score -3750672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -114918.796875 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -114918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113428.226562 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -113428.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113725.421875 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -113725.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113806.437500 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -113806.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113849.093750 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -113849.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113880.570312 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -113880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113902.054688 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -113902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -113925.617188 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -113925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113938.093750 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -113938.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113949.882812 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -113949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113960.718750 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -113960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113968.226562 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -113968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113972.070312 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -113972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113973.601562 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -113973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113974.265625 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -113974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113974.656250 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -113974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113974.656250 Penalty: 2266.096924
	Iteration 15F: 3 clusters Score -113974.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (69431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Entering Unmasked Estep 
Score: -7898499.000000 Penalty: 1811.564331
	Iteration 0F: 2 clusters Score -7898499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7851981.500000 Penalty: 3623.128662
	Iteration 0F: 3 clusters Score -7851982 nChanged 32878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -7870986.000000 Penalty: 3623.128662
	Iteration 1F: 3 clusters Score -7870986 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7871851.500000 Penalty: 3623.128662
	Iteration 2Q: 3 clusters Score -7871852 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -7872981.000000 Penalty: 3623.128662
	Iteration 3Q: 3 clusters Score -7872981 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7874261.000000 Penalty: 3623.128662
	Iteration 4Q: 3 clusters Score -7874261 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7875912.000000 Penalty: 3623.128662
	Iteration 5Q: 3 clusters Score -7875912 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7877992.000000 Penalty: 3623.128662
	Iteration 6F: 3 clusters Score -7877992 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -7880261.000000 Penalty: 3623.128662
	Iteration 7F: 3 clusters Score -7880261 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -7882408.000000 Penalty: 3623.128662
	Iteration 8F: 3 clusters Score -7882408 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -7884278.500000 Penalty: 3623.128662
	Iteration 9Q: 3 clusters Score -7884278 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -7885959.500000 Penalty: 3623.128662
	Iteration 10Q: 3 clusters Score -7885960 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -7887421.000000 Penalty: 3623.128662
	Iteration 11Q: 3 clusters Score -7887421 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7888662.000000 Penalty: 3623.128662
	Iteration 12Q: 3 clusters Score -7888662 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7889908.500000 Penalty: 3623.128662
	Iteration 13Q: 3 clusters Score -7889908 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -7891067.000000 Penalty: 3623.128662
	Iteration 14Q: 3 clusters Score -7891067 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -7892244.000000 Penalty: 3623.128662
	Iteration 15Q: 3 clusters Score -7892244 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -7893381.500000 Penalty: 3623.128662
	Iteration 16Q: 3 clusters Score -7893382 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -7894342.000000 Penalty: 3623.128662
	Iteration 17Q: 3 clusters Score -7894342 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -7895114.000000 Penalty: 3623.128662
	Iteration 18Q: 3 clusters Score -7895114 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -7895722.500000 Penalty: 3623.128662
	Iteration 19Q: 3 clusters Score -7895722 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -7896108.000000 Penalty: 3623.128662
	Iteration 20F: 3 clusters Score -7896108 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -7896402.500000 Penalty: 3623.128662
	Iteration 21Q: 3 clusters Score -7896402 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -7896563.000000 Penalty: 3623.128662
	Iteration 22Q: 3 clusters Score -7896563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -7896655.500000 Penalty: 3623.128662
	Iteration 23Q: 3 clusters Score -7896656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -7896735.500000 Penalty: 3623.128662
	Iteration 24Q: 3 clusters Score -7896736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -7896782.500000 Penalty: 3623.128662
	Iteration 25Q: 3 clusters Score -7896782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -7896813.000000 Penalty: 3623.128662
	Iteration 26Q: 3 clusters Score -7896813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -7896838.000000 Penalty: 3623.128662
	Iteration 27Q: 3 clusters Score -7896838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -7896855.000000 Penalty: 3623.128662
	Iteration 28Q: 3 clusters Score -7896855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -7896859.000000 Penalty: 3623.128662
	Iteration 29Q: 3 clusters Score -7896859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -7896858.000000 Penalty: 3623.128662
	Iteration 30Q: 3 clusters Score -7896858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -7896867.500000 Penalty: 3623.128662
	Iteration 31Q: 3 clusters Score -7896868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -7896865.500000 Penalty: 3623.128662
	Iteration 32Q: 3 clusters Score -7896866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -7896876.000000 Penalty: 3623.128662
	Iteration 33Q: 3 clusters Score -7896876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -7896885.500000 Penalty: 3623.128662
	Iteration 34Q: 3 clusters Score -7896886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -7896888.500000 Penalty: 3623.128662
	Iteration 35Q: 3 clusters Score -7896888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -7896889.000000 Penalty: 3623.128662
	Iteration 36Q: 3 clusters Score -7896889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -7896886.500000 Penalty: 3623.128662
	Iteration 37Q: 3 clusters Score -7896886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -7896890.500000 Penalty: 3623.128662
	Iteration 38Q: 3 clusters Score -7896890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -7896895.000000 Penalty: 3623.128662
	Iteration 39Q: 3 clusters Score -7896895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -7896895.000000 Penalty: 3623.128662
	Iteration 40F: 3 clusters Score -7896895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -423134.125000 Penalty: 1348.067261
	Iteration 0F: 2 clusters Score -423134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -420209.468750 Penalty: 2696.134521
	Iteration 0F: 3 clusters Score -420209.5 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -422895.593750 Penalty: 2696.134521
	Iteration 1F: 3 clusters Score -422895.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -424044.187500 Penalty: 2696.134521
	Iteration 2F: 3 clusters Score -424044.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -424498.375000 Penalty: 2696.134521
	Iteration 3F: 3 clusters Score -424498.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -424630.406250 Penalty: 2696.134521
	Iteration 4Q: 3 clusters Score -424630.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -424683.875000 Penalty: 2696.134521
	Iteration 5Q: 3 clusters Score -424683.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -424714.968750 Penalty: 2696.134521
	Iteration 6Q: 3 clusters Score -424715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -424725.937500 Penalty: 2696.134521
	Iteration 7Q: 3 clusters Score -424725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -424735.281250 Penalty: 2696.134521
	Iteration 8Q: 3 clusters Score -424735.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -424742.343750 Penalty: 2696.134521
	Iteration 9Q: 3 clusters Score -424742.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -424745.875000 Penalty: 2696.134521
	Iteration 10Q: 3 clusters Score -424745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -424747.968750 Penalty: 2696.134521
	Iteration 11Q: 3 clusters Score -424748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -424749.750000 Penalty: 2696.134521
	Iteration 12Q: 3 clusters Score -424749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -424750.937500 Penalty: 2696.134521
	Iteration 13Q: 3 clusters Score -424750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -424751.937500 Penalty: 2696.134521
	Iteration 14Q: 3 clusters Score -424751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -424753.062500 Penalty: 2696.134521
	Iteration 15Q: 3 clusters Score -424753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -424755.468750 Penalty: 2696.134521
	Iteration 16Q: 3 clusters Score -424755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -424759.093750 Penalty: 2696.134521
	Iteration 17Q: 3 clusters Score -424759.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -424768.625000 Penalty: 2696.134521
	Iteration 18Q: 3 clusters Score -424768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -424776.000000 Penalty: 2696.134521
	Iteration 19Q: 3 clusters Score -424776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -424781.250000 Penalty: 2696.134521
	Iteration 20F: 3 clusters Score -424781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -424784.500000 Penalty: 2696.134521
	Iteration 21Q: 3 clusters Score -424784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -424787.468750 Penalty: 2696.134521
	Iteration 22Q: 3 clusters Score -424787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -424793.437500 Penalty: 2696.134521
	Iteration 23Q: 3 clusters Score -424793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -424801.843750 Penalty: 2696.134521
	Iteration 24Q: 3 clusters Score -424801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -424803.187500 Penalty: 2696.134521
	Iteration 25Q: 3 clusters Score -424803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -424804.343750 Penalty: 2696.134521
	Iteration 26Q: 3 clusters Score -424804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -424806.593750 Penalty: 2696.134521
	Iteration 27Q: 3 clusters Score -424806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -424806.062500 Penalty: 2696.134521
	Iteration 28Q: 3 clusters Score -424806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -424806.343750 Penalty: 2696.134521
	Iteration 29Q: 3 clusters Score -424806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -424806.750000 Penalty: 2696.134521
	Iteration 30Q: 3 clusters Score -424806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -424807.500000 Penalty: 2696.134521
	Iteration 31Q: 3 clusters Score -424807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -424808.843750 Penalty: 2696.134521
	Iteration 32Q: 3 clusters Score -424808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -424809.000000 Penalty: 2696.134521
	Iteration 33Q: 3 clusters Score -424809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -424810.656250 Penalty: 2696.134521
	Iteration 34Q: 3 clusters Score -424810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -424811.187500 Penalty: 2696.134521
	Iteration 35Q: 3 clusters Score -424811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -424811.562500 Penalty: 2696.134521
	Iteration 36Q: 3 clusters Score -424811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -424812.000000 Penalty: 2696.134521
	Iteration 37Q: 3 clusters Score -424812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424812.218750 Penalty: 2696.134521
	Iteration 38Q: 3 clusters Score -424812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -424813.312500 Penalty: 2696.134521
	Iteration 39Q: 3 clusters Score -424813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -424813.312500 Penalty: 2696.134521
	Iteration 40F: 3 clusters Score -424813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 160828 members 
Mstep: Class 6 contains 34015 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 69431 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 158414 members 
Mstep: Class 14 contains 12567 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 39611 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 87336 members 
Entering Unmasked Estep 
Score: -64726268.000000 Penalty: 34528.816406
Splitting cluster 9 changes total score from -64725788.000000 to -64726268.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -145454.562500 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -145454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -143761.031250 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -143761 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144047.921875 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -144047.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144142.890625 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -144142.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -144199.109375 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -144199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144229.687500 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -144229.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144244.765625 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -144244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -144255.703125 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -144255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144263.421875 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -144263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144268.484375 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -144268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144274.062500 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -144274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144277.421875 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -144277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144283.718750 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -144283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144289.671875 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -144289.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -144298.484375 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -144298.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144307.531250 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -144307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144314.968750 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -144315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144320.578125 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -144320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144323.531250 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -144323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -144325.296875 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -144325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144326.218750 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -144326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144326.843750 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -144326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144327.953125 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -144328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144330.703125 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -144330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144333.656250 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -144333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144337.500000 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -144337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144341.703125 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -144341.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -144343.046875 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -144343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144344.375000 Penalty: 2337.947998
	Iteration 27Q: 3 clusters Score -144344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144345.671875 Penalty: 2337.947998
	Iteration 28Q: 3 clusters Score -144345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -144346.671875 Penalty: 2337.947998
	Iteration 29Q: 3 clusters Score -144346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -144348.406250 Penalty: 2337.947998
	Iteration 30Q: 3 clusters Score -144348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -144348.609375 Penalty: 2337.947998
	Iteration 31Q: 3 clusters Score -144348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144350.859375 Penalty: 2337.947998
	Iteration 32Q: 3 clusters Score -144350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -144356.375000 Penalty: 2337.947998
	Iteration 33Q: 3 clusters Score -144356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144363.343750 Penalty: 2337.947998
	Iteration 34Q: 3 clusters Score -144363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144367.453125 Penalty: 2337.947998
	Iteration 35Q: 3 clusters Score -144367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -144371.875000 Penalty: 2337.947998
	Iteration 36Q: 3 clusters Score -144371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144373.453125 Penalty: 2337.947998
	Iteration 37Q: 3 clusters Score -144373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144375.828125 Penalty: 2337.947998
	Iteration 38Q: 3 clusters Score -144375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144376.515625 Penalty: 2337.947998
	Iteration 39Q: 3 clusters Score -144376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144377.453125 Penalty: 2337.947998
	Iteration 40F: 3 clusters Score -144377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144379.093750 Penalty: 2337.947998
	Iteration 41Q: 3 clusters Score -144379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -144381.546875 Penalty: 2337.947998
	Iteration 42Q: 3 clusters Score -144381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144385.046875 Penalty: 2337.947998
	Iteration 43Q: 3 clusters Score -144385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144387.859375 Penalty: 2337.947998
	Iteration 44Q: 3 clusters Score -144387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144389.890625 Penalty: 2337.947998
	Iteration 45Q: 3 clusters Score -144389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -144390.406250 Penalty: 2337.947998
	Iteration 46Q: 3 clusters Score -144390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -144390.406250 Penalty: 2337.947998
	Iteration 47F: 3 clusters Score -144390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -759349.312500 Penalty: 1427.351685
	Iteration 0F: 2 clusters Score -759349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -754409.625000 Penalty: 2854.703369
	Iteration 0F: 3 clusters Score -754409.6 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -755776.875000 Penalty: 2854.703369
	Iteration 1F: 3 clusters Score -755776.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -755958.562500 Penalty: 2854.703369
	Iteration 2F: 3 clusters Score -755958.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -756104.062500 Penalty: 2854.703369
	Iteration 3F: 3 clusters Score -756104.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -756208.312500 Penalty: 2854.703369
	Iteration 4Q: 3 clusters Score -756208.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -756302.812500 Penalty: 2854.703369
	Iteration 5Q: 3 clusters Score -756302.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -756363.187500 Penalty: 2854.703369
	Iteration 6Q: 3 clusters Score -756363.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -756430.562500 Penalty: 2854.703369
	Iteration 7Q: 3 clusters Score -756430.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -756495.312500 Penalty: 2854.703369
	Iteration 8Q: 3 clusters Score -756495.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -756553.187500 Penalty: 2854.703369
	Iteration 9Q: 3 clusters Score -756553.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -756628.000000 Penalty: 2854.703369
	Iteration 10Q: 3 clusters Score -756628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -756731.625000 Penalty: 2854.703369
	Iteration 11Q: 3 clusters Score -756731.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -756859.125000 Penalty: 2854.703369
	Iteration 12Q: 3 clusters Score -756859.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -757019.875000 Penalty: 2854.703369
	Iteration 13Q: 3 clusters Score -757019.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -757208.437500 Penalty: 2854.703369
	Iteration 14Q: 3 clusters Score -757208.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -757413.312500 Penalty: 2854.703369
	Iteration 15Q: 3 clusters Score -757413.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -757587.437500 Penalty: 2854.703369
	Iteration 16Q: 3 clusters Score -757587.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -757710.312500 Penalty: 2854.703369
	Iteration 17Q: 3 clusters Score -757710.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -757791.312500 Penalty: 2854.703369
	Iteration 18Q: 3 clusters Score -757791.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -757841.250000 Penalty: 2854.703369
	Iteration 19Q: 3 clusters Score -757841.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -757882.062500 Penalty: 2854.703369
	Iteration 20F: 3 clusters Score -757882.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -757909.062500 Penalty: 2854.703369
	Iteration 21Q: 3 clusters Score -757909.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -757931.562500 Penalty: 2854.703369
	Iteration 22Q: 3 clusters Score -757931.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -757949.812500 Penalty: 2854.703369
	Iteration 23Q: 3 clusters Score -757949.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -757962.062500 Penalty: 2854.703369
	Iteration 24Q: 3 clusters Score -757962.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -757967.375000 Penalty: 2854.703369
	Iteration 25Q: 3 clusters Score -757967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -757969.625000 Penalty: 2854.703369
	Iteration 26Q: 3 clusters Score -757969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -757970.812500 Penalty: 2854.703369
	Iteration 27Q: 3 clusters Score -757970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -757974.250000 Penalty: 2854.703369
	Iteration 28Q: 3 clusters Score -757974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -757976.062500 Penalty: 2854.703369
	Iteration 29Q: 3 clusters Score -757976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -757977.875000 Penalty: 2854.703369
	Iteration 30Q: 3 clusters Score -757977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -757980.437500 Penalty: 2854.703369
	Iteration 31Q: 3 clusters Score -757980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -757981.562500 Penalty: 2854.703369
	Iteration 32Q: 3 clusters Score -757981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -757983.687500 Penalty: 2854.703369
	Iteration 33Q: 3 clusters Score -757983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -757983.875000 Penalty: 2854.703369
	Iteration 34Q: 3 clusters Score -757983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -757985.875000 Penalty: 2854.703369
	Iteration 35Q: 3 clusters Score -757985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -757988.687500 Penalty: 2854.703369
	Iteration 36Q: 3 clusters Score -757988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -757991.937500 Penalty: 2854.703369
	Iteration 37Q: 3 clusters Score -757991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -757992.875000 Penalty: 2854.703369
	Iteration 38Q: 3 clusters Score -757992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -757998.125000 Penalty: 2854.703369
	Iteration 39Q: 3 clusters Score -757998.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -758000.125000 Penalty: 2854.703369
	Iteration 40F: 3 clusters Score -758000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -758002.875000 Penalty: 2854.703369
	Iteration 41Q: 3 clusters Score -758002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -758006.375000 Penalty: 2854.703369
	Iteration 42Q: 3 clusters Score -758006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -758007.312500 Penalty: 2854.703369
	Iteration 43Q: 3 clusters Score -758007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -758009.812500 Penalty: 2854.703369
	Iteration 44Q: 3 clusters Score -758009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -758013.437500 Penalty: 2854.703369
	Iteration 45Q: 3 clusters Score -758013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -758018.125000 Penalty: 2854.703369
	Iteration 46Q: 3 clusters Score -758018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -758020.562500 Penalty: 2854.703369
	Iteration 47Q: 3 clusters Score -758020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -758024.437500 Penalty: 2854.703369
	Iteration 48Q: 3 clusters Score -758024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -758024.687500 Penalty: 2854.703369
	Iteration 49Q: 3 clusters Score -758024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -758024.250000 Penalty: 2854.703369
	Iteration 50Q: 3 clusters Score -758024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -758024.250000 Penalty: 2854.703369
	Iteration 51F: 3 clusters Score -758024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158414 members 
Entering Unmasked Estep 
Score: -17762684.000000 Penalty: 1945.607178
	Iteration 0F: 2 clusters Score -1.776268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -17665262.000000 Penalty: 3891.214355
	Iteration 0F: 3 clusters Score -1.766526e+07 nChanged 76582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -17710040.000000 Penalty: 3891.214355
	Iteration 1F: 3 clusters Score -1.771004e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -17711580.000000 Penalty: 3891.214355
	Iteration 2Q: 3 clusters Score -1.771158e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -17713548.000000 Penalty: 3891.214355
	Iteration 3Q: 3 clusters Score -1.771355e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -17716094.000000 Penalty: 3891.214355
	Iteration 4Q: 3 clusters Score -1.771609e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -17719828.000000 Penalty: 3891.214355
	Iteration 5Q: 3 clusters Score -1.771983e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -17724666.000000 Penalty: 3891.214355
	Iteration 6F: 3 clusters Score -1.772467e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -17731130.000000 Penalty: 3891.214355
	Iteration 7F: 3 clusters Score -1.773113e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -17738468.000000 Penalty: 3891.214355
	Iteration 8F: 3 clusters Score -1.773847e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 128189 members 
Entering Unmasked Estep 
Score: -17745726.000000 Penalty: 3891.214355
	Iteration 9F: 3 clusters Score -1.774573e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -17750952.000000 Penalty: 3891.214355
	Iteration 10Q: 3 clusters Score -1.775095e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -17754580.000000 Penalty: 3891.214355
	Iteration 11Q: 3 clusters Score -1.775458e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -17756574.000000 Penalty: 3891.214355
	Iteration 12Q: 3 clusters Score -1.775657e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -17758030.000000 Penalty: 3891.214355
	Iteration 13Q: 3 clusters Score -1.775803e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -17758700.000000 Penalty: 3891.214355
	Iteration 14Q: 3 clusters Score -1.77587e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 146910 members 
Entering Unmasked Estep 
Score: -17759240.000000 Penalty: 3891.214355
	Iteration 15Q: 3 clusters Score -1.775924e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -17759706.000000 Penalty: 3891.214355
	Iteration 16Q: 3 clusters Score -1.775971e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -17760084.000000 Penalty: 3891.214355
	Iteration 17Q: 3 clusters Score -1.776008e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -17760572.000000 Penalty: 3891.214355
	Iteration 18Q: 3 clusters Score -1.776057e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -17761040.000000 Penalty: 3891.214355
	Iteration 19Q: 3 clusters Score -1.776104e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -17761358.000000 Penalty: 3891.214355
	Iteration 20F: 3 clusters Score -1.776136e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -17761664.000000 Penalty: 3891.214355
	Iteration 21Q: 3 clusters Score -1.776166e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -17761894.000000 Penalty: 3891.214355
	Iteration 22Q: 3 clusters Score -1.776189e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -17762096.000000 Penalty: 3891.214355
	Iteration 23Q: 3 clusters Score -1.77621e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 151997 members 
Entering Unmasked Estep 
Score: -17762224.000000 Penalty: 3891.214355
	Iteration 24Q: 3 clusters Score -1.776222e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -17762334.000000 Penalty: 3891.214355
	Iteration 25Q: 3 clusters Score -1.776233e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -17762458.000000 Penalty: 3891.214355
	Iteration 26Q: 3 clusters Score -1.776246e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -17762484.000000 Penalty: 3891.214355
	Iteration 27Q: 3 clusters Score -1.776248e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 152539 members 
Entering Unmasked Estep 
Score: -17762560.000000 Penalty: 3891.214355
	Iteration 28Q: 3 clusters Score -1.776256e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -17762568.000000 Penalty: 3891.214355
	Iteration 29Q: 3 clusters Score -1.776257e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -17762600.000000 Penalty: 3891.214355
	Iteration 30Q: 3 clusters Score -1.77626e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 152760 members 
Entering Unmasked Estep 
Score: -17762608.000000 Penalty: 3891.214355
	Iteration 31Q: 3 clusters Score -1.776261e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -17762636.000000 Penalty: 3891.214355
	Iteration 32Q: 3 clusters Score -1.776264e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 152903 members 
Entering Unmasked Estep 
Score: -17762680.000000 Penalty: 3891.214355
	Iteration 33Q: 3 clusters Score -1.776268e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -17762688.000000 Penalty: 3891.214355
	Iteration 34Q: 3 clusters Score -1.776269e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -17762692.000000 Penalty: 3891.214355
	Iteration 35Q: 3 clusters Score -1.776269e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -17762694.000000 Penalty: 3891.214355
	Iteration 36Q: 3 clusters Score -1.776269e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -17762700.000000 Penalty: 3891.214355
	Iteration 37Q: 3 clusters Score -1.77627e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -17762686.000000 Penalty: 3891.214355
	Iteration 38Q: 3 clusters Score -1.776269e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -17762704.000000 Penalty: 3891.214355
	Iteration 39Q: 3 clusters Score -1.77627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -17762710.000000 Penalty: 3891.214355
	Iteration 40F: 3 clusters Score -1.776271e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -17762696.000000 Penalty: 3891.214355
	Iteration 41Q: 3 clusters Score -1.77627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -17762738.000000 Penalty: 3891.214355
	Iteration 42Q: 3 clusters Score -1.776274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -17762740.000000 Penalty: 3891.214355
	Iteration 43Q: 3 clusters Score -1.776274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -17762730.000000 Penalty: 3891.214355
	Iteration 44Q: 3 clusters Score -1.776273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 153460 members 
Entering Unmasked Estep 
Score: -17762744.000000 Penalty: 3891.214355
	Iteration 45Q: 3 clusters Score -1.776274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 153484 members 
Entering Unmasked Estep 
Score: -17762740.000000 Penalty: 3891.214355
	Iteration 46Q: 3 clusters Score -1.776274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -17762728.000000 Penalty: 3891.214355
	Iteration 47Q: 3 clusters Score -1.776273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -17762714.000000 Penalty: 3891.214355
	Iteration 48Q: 3 clusters Score -1.776271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -17762744.000000 Penalty: 3891.214355
	Iteration 49Q: 3 clusters Score -1.776274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 153515 members 
Entering Unmasked Estep 
Score: -17762744.000000 Penalty: 3891.214355
	Iteration 50Q: 3 clusters Score -1.776274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -17762734.000000 Penalty: 3891.214355
	Iteration 51Q: 3 clusters Score -1.776273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 153526 members 
Entering Unmasked Estep 
Score: -17762722.000000 Penalty: 3891.214355
	Iteration 52Q: 3 clusters Score -1.776272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -17762710.000000 Penalty: 3891.214355
	Iteration 53Q: 3 clusters Score -1.776271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -17762708.000000 Penalty: 3891.214355
	Iteration 54Q: 3 clusters Score -1.776271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -17762726.000000 Penalty: 3891.214355
	Iteration 55Q: 3 clusters Score -1.776273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 153556 members 
Entering Unmasked Estep 
Score: -17762720.000000 Penalty: 3891.214355
	Iteration 56Q: 3 clusters Score -1.776272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -17762714.000000 Penalty: 3891.214355
	Iteration 57Q: 3 clusters Score -1.776271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 153570 members 
Entering Unmasked Estep 
Score: -17762712.000000 Penalty: 3891.214355
	Iteration 58Q: 3 clusters Score -1.776271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -17762710.000000 Penalty: 3891.214355
	Iteration 59Q: 3 clusters Score -1.776271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -17762718.000000 Penalty: 3891.214355
	Iteration 60F: 3 clusters Score -1.776272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -17762724.000000 Penalty: 3891.214355
	Iteration 61Q: 3 clusters Score -1.776272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -17762716.000000 Penalty: 3891.214355
	Iteration 62Q: 3 clusters Score -1.776272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -17762726.000000 Penalty: 3891.214355
	Iteration 63Q: 3 clusters Score -1.776273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -17762712.000000 Penalty: 3891.214355
	Iteration 64Q: 3 clusters Score -1.776271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 153621 members 
Entering Unmasked Estep 
Score: -17762708.000000 Penalty: 3891.214355
	Iteration 65Q: 3 clusters Score -1.776271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -17762712.000000 Penalty: 3891.214355
	Iteration 66Q: 3 clusters Score -1.776271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 153627 members 
Entering Unmasked Estep 
Score: -17762714.000000 Penalty: 3891.214355
	Iteration 67Q: 3 clusters Score -1.776271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 153629 members 
Entering Unmasked Estep 
Score: -17762720.000000 Penalty: 3891.214355
	Iteration 68Q: 3 clusters Score -1.776272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 153631 members 
Entering Unmasked Estep 
Score: -17762708.000000 Penalty: 3891.214355
	Iteration 69Q: 3 clusters Score -1.776271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -17762702.000000 Penalty: 3891.214355
	Iteration 70Q: 3 clusters Score -1.77627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -17762702.000000 Penalty: 3891.214355
	Iteration 71F: 3 clusters Score -1.77627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 3 contains 153633 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 160828 members 
Mstep: Class 6 contains 34015 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 69431 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 12567 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 39611 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 87336 members 
Entering Unmasked Estep 
Score: -64726396.000000 Penalty: 36686.867188
Splitting cluster 13 changes total score from -64725788.000000 to -64726396.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (12567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Entering Unmasked Estep 
Score: -1436386.750000 Penalty: 1533.809814
	Iteration 0F: 2 clusters Score -1436387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1427551.000000 Penalty: 3067.619629
	Iteration 0F: 3 clusters Score -1427551 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1430507.125000 Penalty: 3067.619629
	Iteration 1F: 3 clusters Score -1430507 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1430805.500000 Penalty: 3067.619629
	Iteration 2F: 3 clusters Score -1430806 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1431114.875000 Penalty: 3067.619629
	Iteration 3F: 3 clusters Score -1431115 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1431438.875000 Penalty: 3067.619629
	Iteration 4F: 3 clusters Score -1431439 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1431825.500000 Penalty: 3067.619629
	Iteration 5F: 3 clusters Score -1431826 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1432336.000000 Penalty: 3067.619629
	Iteration 6F: 3 clusters Score -1432336 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1432962.875000 Penalty: 3067.619629
	Iteration 7F: 3 clusters Score -1432963 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1433572.750000 Penalty: 3067.619629
	Iteration 8F: 3 clusters Score -1433573 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1434157.000000 Penalty: 3067.619629
	Iteration 9Q: 3 clusters Score -1434157 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1434559.250000 Penalty: 3067.619629
	Iteration 10Q: 3 clusters Score -1434559 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1434796.375000 Penalty: 3067.619629
	Iteration 11Q: 3 clusters Score -1434796 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1434904.625000 Penalty: 3067.619629
	Iteration 12Q: 3 clusters Score -1434905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1434963.750000 Penalty: 3067.619629
	Iteration 13Q: 3 clusters Score -1434964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1434995.250000 Penalty: 3067.619629
	Iteration 14Q: 3 clusters Score -1434995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1435017.500000 Penalty: 3067.619629
	Iteration 15Q: 3 clusters Score -1435018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1435037.625000 Penalty: 3067.619629
	Iteration 16Q: 3 clusters Score -1435038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1435057.125000 Penalty: 3067.619629
	Iteration 17Q: 3 clusters Score -1435057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1435070.750000 Penalty: 3067.619629
	Iteration 18Q: 3 clusters Score -1435071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1435086.250000 Penalty: 3067.619629
	Iteration 19Q: 3 clusters Score -1435086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1435095.250000 Penalty: 3067.619629
	Iteration 20F: 3 clusters Score -1435095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1435103.500000 Penalty: 3067.619629
	Iteration 21Q: 3 clusters Score -1435104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1435113.250000 Penalty: 3067.619629
	Iteration 22Q: 3 clusters Score -1435113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1435117.500000 Penalty: 3067.619629
	Iteration 23Q: 3 clusters Score -1435118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1435124.750000 Penalty: 3067.619629
	Iteration 24Q: 3 clusters Score -1435125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1435125.375000 Penalty: 3067.619629
	Iteration 25Q: 3 clusters Score -1435125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1435133.875000 Penalty: 3067.619629
	Iteration 26Q: 3 clusters Score -1435134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1435136.125000 Penalty: 3067.619629
	Iteration 27Q: 3 clusters Score -1435136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1435136.875000 Penalty: 3067.619629
	Iteration 28Q: 3 clusters Score -1435137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1435136.000000 Penalty: 3067.619629
	Iteration 29Q: 3 clusters Score -1435136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1435140.000000 Penalty: 3067.619629
	Iteration 30Q: 3 clusters Score -1435140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1435145.375000 Penalty: 3067.619629
	Iteration 31Q: 3 clusters Score -1435145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1435143.750000 Penalty: 3067.619629
	Iteration 32Q: 3 clusters Score -1435144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1435144.625000 Penalty: 3067.619629
	Iteration 33Q: 3 clusters Score -1435145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1435147.250000 Penalty: 3067.619629
	Iteration 34Q: 3 clusters Score -1435147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1435152.125000 Penalty: 3067.619629
	Iteration 35Q: 3 clusters Score -1435152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1435150.125000 Penalty: 3067.619629
	Iteration 36Q: 3 clusters Score -1435150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1435149.125000 Penalty: 3067.619629
	Iteration 37Q: 3 clusters Score -1435149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1435151.000000 Penalty: 3067.619629
	Iteration 38Q: 3 clusters Score -1435151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1435151.625000 Penalty: 3067.619629
	Iteration 39Q: 3 clusters Score -1435152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1435153.250000 Penalty: 3067.619629
	Iteration 40F: 3 clusters Score -1435153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1435153.250000 Penalty: 3067.619629
	Iteration 41Q: 3 clusters Score -1435153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1435156.250000 Penalty: 3067.619629
	Iteration 42Q: 3 clusters Score -1435156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1435157.250000 Penalty: 3067.619629
	Iteration 43Q: 3 clusters Score -1435157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1435158.250000 Penalty: 3067.619629
	Iteration 44Q: 3 clusters Score -1435158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1435162.875000 Penalty: 3067.619629
	Iteration 45Q: 3 clusters Score -1435163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1435166.375000 Penalty: 3067.619629
	Iteration 46Q: 3 clusters Score -1435166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1435170.625000 Penalty: 3067.619629
	Iteration 47Q: 3 clusters Score -1435171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1435168.750000 Penalty: 3067.619629
	Iteration 48Q: 3 clusters Score -1435169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1435168.375000 Penalty: 3067.619629
	Iteration 49Q: 3 clusters Score -1435168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1435170.000000 Penalty: 3067.619629
	Iteration 50Q: 3 clusters Score -1435170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1435170.625000 Penalty: 3067.619629
	Iteration 51Q: 3 clusters Score -1435171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1435170.750000 Penalty: 3067.619629
	Iteration 52Q: 3 clusters Score -1435171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1435170.750000 Penalty: 3067.619629
	Iteration 53F: 3 clusters Score -1435171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -187934.828125 Penalty: 1207.200684
	Iteration 0F: 2 clusters Score -187934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186049.062500 Penalty: 2414.401367
	Iteration 0F: 3 clusters Score -186049.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186416.234375 Penalty: 2414.401367
	Iteration 1F: 3 clusters Score -186416.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186492.953125 Penalty: 2414.401367
	Iteration 2F: 3 clusters Score -186493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186548.562500 Penalty: 2414.401367
	Iteration 3Q: 3 clusters Score -186548.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186589.937500 Penalty: 2414.401367
	Iteration 4Q: 3 clusters Score -186589.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186615.578125 Penalty: 2414.401367
	Iteration 5Q: 3 clusters Score -186615.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186629.734375 Penalty: 2414.401367
	Iteration 6Q: 3 clusters Score -186629.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186641.109375 Penalty: 2414.401367
	Iteration 7Q: 3 clusters Score -186641.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186652.078125 Penalty: 2414.401367
	Iteration 8Q: 3 clusters Score -186652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186659.046875 Penalty: 2414.401367
	Iteration 9Q: 3 clusters Score -186659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186664.500000 Penalty: 2414.401367
	Iteration 10Q: 3 clusters Score -186664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186666.437500 Penalty: 2414.401367
	Iteration 11Q: 3 clusters Score -186666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186668.265625 Penalty: 2414.401367
	Iteration 12Q: 3 clusters Score -186668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186669.781250 Penalty: 2414.401367
	Iteration 13Q: 3 clusters Score -186669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186672.703125 Penalty: 2414.401367
	Iteration 14Q: 3 clusters Score -186672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186675.500000 Penalty: 2414.401367
	Iteration 15Q: 3 clusters Score -186675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186677.671875 Penalty: 2414.401367
	Iteration 16Q: 3 clusters Score -186677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186678.734375 Penalty: 2414.401367
	Iteration 17Q: 3 clusters Score -186678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186680.828125 Penalty: 2414.401367
	Iteration 18Q: 3 clusters Score -186680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -186682.593750 Penalty: 2414.401367
	Iteration 19Q: 3 clusters Score -186682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186683.562500 Penalty: 2414.401367
	Iteration 20F: 3 clusters Score -186683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186684.062500 Penalty: 2414.401367
	Iteration 21Q: 3 clusters Score -186684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186685.718750 Penalty: 2414.401367
	Iteration 22Q: 3 clusters Score -186685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186685.718750 Penalty: 2414.401367
	Iteration 23F: 3 clusters Score -186685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Entering Unmasked Estep 
Score: -4520663.000000 Penalty: 1720.365112
	Iteration 0F: 2 clusters Score -4520663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4493900.500000 Penalty: 3440.730225
	Iteration 0F: 3 clusters Score -4493900 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4504428.000000 Penalty: 3440.730225
	Iteration 1F: 3 clusters Score -4504428 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4504923.000000 Penalty: 3440.730225
	Iteration 2Q: 3 clusters Score -4504923 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4505451.500000 Penalty: 3440.730225
	Iteration 3Q: 3 clusters Score -4505452 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4506093.000000 Penalty: 3440.730225
	Iteration 4Q: 3 clusters Score -4506093 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4506819.000000 Penalty: 3440.730225
	Iteration 5Q: 3 clusters Score -4506819 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4507665.500000 Penalty: 3440.730225
	Iteration 6Q: 3 clusters Score -4507666 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4508754.500000 Penalty: 3440.730225
	Iteration 7Q: 3 clusters Score -4508754 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4510330.500000 Penalty: 3440.730225
	Iteration 8F: 3 clusters Score -4510330 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4512084.500000 Penalty: 3440.730225
	Iteration 9F: 3 clusters Score -4512084 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4513310.500000 Penalty: 3440.730225
	Iteration 10F: 3 clusters Score -4513310 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4513758.500000 Penalty: 3440.730225
	Iteration 11Q: 3 clusters Score -4513758 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4513907.500000 Penalty: 3440.730225
	Iteration 12Q: 3 clusters Score -4513908 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4513980.500000 Penalty: 3440.730225
	Iteration 13Q: 3 clusters Score -4513980 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4514032.000000 Penalty: 3440.730225
	Iteration 14Q: 3 clusters Score -4514032 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4514081.000000 Penalty: 3440.730225
	Iteration 15Q: 3 clusters Score -4514081 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4514136.500000 Penalty: 3440.730225
	Iteration 16Q: 3 clusters Score -4514136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4514175.500000 Penalty: 3440.730225
	Iteration 17Q: 3 clusters Score -4514176 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4514242.000000 Penalty: 3440.730225
	Iteration 18Q: 3 clusters Score -4514242 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4514281.000000 Penalty: 3440.730225
	Iteration 19Q: 3 clusters Score -4514281 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4514310.000000 Penalty: 3440.730225
	Iteration 20F: 3 clusters Score -4514310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4514327.500000 Penalty: 3440.730225
	Iteration 21Q: 3 clusters Score -4514328 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4514368.000000 Penalty: 3440.730225
	Iteration 22Q: 3 clusters Score -4514368 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4514393.500000 Penalty: 3440.730225
	Iteration 23Q: 3 clusters Score -4514394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4514449.500000 Penalty: 3440.730225
	Iteration 24Q: 3 clusters Score -4514450 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4514477.500000 Penalty: 3440.730225
	Iteration 25Q: 3 clusters Score -4514478 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4514502.500000 Penalty: 3440.730225
	Iteration 26Q: 3 clusters Score -4514502 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4514534.000000 Penalty: 3440.730225
	Iteration 27Q: 3 clusters Score -4514534 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4514589.500000 Penalty: 3440.730225
	Iteration 28Q: 3 clusters Score -4514590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4514640.500000 Penalty: 3440.730225
	Iteration 29Q: 3 clusters Score -4514640 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4514689.000000 Penalty: 3440.730225
	Iteration 30Q: 3 clusters Score -4514689 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4514722.500000 Penalty: 3440.730225
	Iteration 31Q: 3 clusters Score -4514722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -4514773.500000 Penalty: 3440.730225
	Iteration 32Q: 3 clusters Score -4514774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4514776.000000 Penalty: 3440.730225
	Iteration 33Q: 3 clusters Score -4514776 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4514808.000000 Penalty: 3440.730225
	Iteration 34Q: 3 clusters Score -4514808 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4514812.000000 Penalty: 3440.730225
	Iteration 35Q: 3 clusters Score -4514812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4514837.500000 Penalty: 3440.730225
	Iteration 36Q: 3 clusters Score -4514838 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4514854.000000 Penalty: 3440.730225
	Iteration 37Q: 3 clusters Score -4514854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4514870.000000 Penalty: 3440.730225
	Iteration 38Q: 3 clusters Score -4514870 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4514881.000000 Penalty: 3440.730225
	Iteration 39Q: 3 clusters Score -4514881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4514907.500000 Penalty: 3440.730225
	Iteration 40F: 3 clusters Score -4514908 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4514931.500000 Penalty: 3440.730225
	Iteration 41Q: 3 clusters Score -4514932 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4514957.000000 Penalty: 3440.730225
	Iteration 42Q: 3 clusters Score -4514957 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4514978.000000 Penalty: 3440.730225
	Iteration 43Q: 3 clusters Score -4514978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4514987.000000 Penalty: 3440.730225
	Iteration 44Q: 3 clusters Score -4514987 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4514991.000000 Penalty: 3440.730225
	Iteration 45Q: 3 clusters Score -4514991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4514998.500000 Penalty: 3440.730225
	Iteration 46Q: 3 clusters Score -4514998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4515009.500000 Penalty: 3440.730225
	Iteration 47Q: 3 clusters Score -4515010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -4515020.500000 Penalty: 3440.730225
	Iteration 48Q: 3 clusters Score -4515020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4515021.000000 Penalty: 3440.730225
	Iteration 49Q: 3 clusters Score -4515021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4515024.500000 Penalty: 3440.730225
	Iteration 50Q: 3 clusters Score -4515024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4515032.000000 Penalty: 3440.730225
	Iteration 51Q: 3 clusters Score -4515032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4515039.500000 Penalty: 3440.730225
	Iteration 52Q: 3 clusters Score -4515040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4515048.000000 Penalty: 3440.730225
	Iteration 53Q: 3 clusters Score -4515048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4515060.500000 Penalty: 3440.730225
	Iteration 54Q: 3 clusters Score -4515060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4515058.000000 Penalty: 3440.730225
	Iteration 55Q: 3 clusters Score -4515058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4515053.500000 Penalty: 3440.730225
	Iteration 56Q: 3 clusters Score -4515054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4515062.000000 Penalty: 3440.730225
	Iteration 57Q: 3 clusters Score -4515062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4515078.000000 Penalty: 3440.730225
	Iteration 58Q: 3 clusters Score -4515078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4515096.000000 Penalty: 3440.730225
	Iteration 59Q: 3 clusters Score -4515096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4515118.000000 Penalty: 3440.730225
	Iteration 60F: 3 clusters Score -4515118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4515129.500000 Penalty: 3440.730225
	Iteration 61Q: 3 clusters Score -4515130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4515138.000000 Penalty: 3440.730225
	Iteration 62Q: 3 clusters Score -4515138 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -4515161.000000 Penalty: 3440.730225
	Iteration 63Q: 3 clusters Score -4515161 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4515176.000000 Penalty: 3440.730225
	Iteration 64Q: 3 clusters Score -4515176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4515212.000000 Penalty: 3440.730225
	Iteration 65Q: 3 clusters Score -4515212 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4515209.500000 Penalty: 3440.730225
	Iteration 66Q: 3 clusters Score -4515210 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4515251.500000 Penalty: 3440.730225
	Iteration 67Q: 3 clusters Score -4515252 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4515289.000000 Penalty: 3440.730225
	Iteration 68Q: 3 clusters Score -4515289 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4515346.000000 Penalty: 3440.730225
	Iteration 69Q: 3 clusters Score -4515346 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4515436.500000 Penalty: 3440.730225
	Iteration 70Q: 3 clusters Score -4515436 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4515530.000000 Penalty: 3440.730225
	Iteration 71Q: 3 clusters Score -4515530 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4515649.000000 Penalty: 3440.730225
	Iteration 72Q: 3 clusters Score -4515649 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4515781.000000 Penalty: 3440.730225
	Iteration 73Q: 3 clusters Score -4515781 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4515968.500000 Penalty: 3440.730225
	Iteration 74Q: 3 clusters Score -4515968 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4516131.000000 Penalty: 3440.730225
	Iteration 75Q: 3 clusters Score -4516131 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4516260.000000 Penalty: 3440.730225
	Iteration 76Q: 3 clusters Score -4516260 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4516414.000000 Penalty: 3440.730225
	Iteration 77Q: 3 clusters Score -4516414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4516571.500000 Penalty: 3440.730225
	Iteration 78Q: 3 clusters Score -4516572 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4516752.000000 Penalty: 3440.730225
	Iteration 79Q: 3 clusters Score -4516752 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4516897.000000 Penalty: 3440.730225
	Iteration 80F: 3 clusters Score -4516897 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4517059.500000 Penalty: 3440.730225
	Iteration 81Q: 3 clusters Score -4517060 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4517212.500000 Penalty: 3440.730225
	Iteration 82Q: 3 clusters Score -4517212 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4517346.000000 Penalty: 3440.730225
	Iteration 83Q: 3 clusters Score -4517346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4517452.000000 Penalty: 3440.730225
	Iteration 84Q: 3 clusters Score -4517452 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4517574.000000 Penalty: 3440.730225
	Iteration 85Q: 3 clusters Score -4517574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4517681.000000 Penalty: 3440.730225
	Iteration 86Q: 3 clusters Score -4517681 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4517765.500000 Penalty: 3440.730225
	Iteration 87Q: 3 clusters Score -4517766 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4517866.000000 Penalty: 3440.730225
	Iteration 88Q: 3 clusters Score -4517866 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4517963.000000 Penalty: 3440.730225
	Iteration 89Q: 3 clusters Score -4517963 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4518077.000000 Penalty: 3440.730225
	Iteration 90Q: 3 clusters Score -4518077 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4518166.500000 Penalty: 3440.730225
	Iteration 91Q: 3 clusters Score -4518166 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4518293.500000 Penalty: 3440.730225
	Iteration 92Q: 3 clusters Score -4518294 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4518419.000000 Penalty: 3440.730225
	Iteration 93Q: 3 clusters Score -4518419 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4518539.500000 Penalty: 3440.730225
	Iteration 94Q: 3 clusters Score -4518540 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4518631.500000 Penalty: 3440.730225
	Iteration 95Q: 3 clusters Score -4518632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4518713.500000 Penalty: 3440.730225
	Iteration 96Q: 3 clusters Score -4518714 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4518780.000000 Penalty: 3440.730225
	Iteration 97Q: 3 clusters Score -4518780 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4518845.500000 Penalty: 3440.730225
	Iteration 98Q: 3 clusters Score -4518846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4518901.500000 Penalty: 3440.730225
	Iteration 99Q: 3 clusters Score -4518902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4518969.500000 Penalty: 3440.730225
	Iteration 100F: 3 clusters Score -4518970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4519022.000000 Penalty: 3440.730225
	Iteration 101Q: 3 clusters Score -4519022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4519078.000000 Penalty: 3440.730225
	Iteration 102Q: 3 clusters Score -4519078 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4519148.500000 Penalty: 3440.730225
	Iteration 103Q: 3 clusters Score -4519148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4519181.000000 Penalty: 3440.730225
	Iteration 104Q: 3 clusters Score -4519181 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4519210.500000 Penalty: 3440.730225
	Iteration 105Q: 3 clusters Score -4519210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4519242.500000 Penalty: 3440.730225
	Iteration 106Q: 3 clusters Score -4519242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4519274.000000 Penalty: 3440.730225
	Iteration 107Q: 3 clusters Score -4519274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4519294.000000 Penalty: 3440.730225
	Iteration 108Q: 3 clusters Score -4519294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4519306.500000 Penalty: 3440.730225
	Iteration 109Q: 3 clusters Score -4519306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -4519337.500000 Penalty: 3440.730225
	Iteration 110Q: 3 clusters Score -4519338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4519342.000000 Penalty: 3440.730225
	Iteration 111Q: 3 clusters Score -4519342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4519354.000000 Penalty: 3440.730225
	Iteration 112Q: 3 clusters Score -4519354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4519365.500000 Penalty: 3440.730225
	Iteration 113Q: 3 clusters Score -4519366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4519370.000000 Penalty: 3440.730225
	Iteration 114Q: 3 clusters Score -4519370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -4519386.000000 Penalty: 3440.730225
	Iteration 115Q: 3 clusters Score -4519386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4519392.500000 Penalty: 3440.730225
	Iteration 116Q: 3 clusters Score -4519392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4519393.000000 Penalty: 3440.730225
	Iteration 117Q: 3 clusters Score -4519393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4519392.000000 Penalty: 3440.730225
	Iteration 118Q: 3 clusters Score -4519392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4519399.000000 Penalty: 3440.730225
	Iteration 119Q: 3 clusters Score -4519399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -4519411.500000 Penalty: 3440.730225
	Iteration 120F: 3 clusters Score -4519412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4519426.500000 Penalty: 3440.730225
	Iteration 121Q: 3 clusters Score -4519426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -4519426.500000 Penalty: 3440.730225
	Iteration 122Q: 3 clusters Score -4519426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4519430.500000 Penalty: 3440.730225
	Iteration 123Q: 3 clusters Score -4519430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -4519435.500000 Penalty: 3440.730225
	Iteration 124Q: 3 clusters Score -4519436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -4519436.000000 Penalty: 3440.730225
	Iteration 125Q: 3 clusters Score -4519436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4519442.000000 Penalty: 3440.730225
	Iteration 126Q: 3 clusters Score -4519442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -4519448.500000 Penalty: 3440.730225
	Iteration 127Q: 3 clusters Score -4519448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4519454.000000 Penalty: 3440.730225
	Iteration 128Q: 3 clusters Score -4519454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4519452.000000 Penalty: 3440.730225
	Iteration 129Q: 3 clusters Score -4519452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -4519450.000000 Penalty: 3440.730225
	Iteration 130Q: 3 clusters Score -4519450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -4519450.000000 Penalty: 3440.730225
	Iteration 131F: 3 clusters Score -4519450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -201821.890625 Penalty: 1209.690430
	Iteration 0F: 2 clusters Score -201821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -199932.375000 Penalty: 2419.380859
	Iteration 0F: 3 clusters Score -199932.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -200300.937500 Penalty: 2419.380859
	Iteration 1F: 3 clusters Score -200300.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200383.906250 Penalty: 2419.380859
	Iteration 2F: 3 clusters Score -200383.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -200426.968750 Penalty: 2419.380859
	Iteration 3Q: 3 clusters Score -200427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -200461.812500 Penalty: 2419.380859
	Iteration 4Q: 3 clusters Score -200461.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -200484.921875 Penalty: 2419.380859
	Iteration 5Q: 3 clusters Score -200484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200495.218750 Penalty: 2419.380859
	Iteration 6Q: 3 clusters Score -200495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -200500.875000 Penalty: 2419.380859
	Iteration 7Q: 3 clusters Score -200500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -200507.328125 Penalty: 2419.380859
	Iteration 8Q: 3 clusters Score -200507.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200515.953125 Penalty: 2419.380859
	Iteration 9Q: 3 clusters Score -200516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200523.515625 Penalty: 2419.380859
	Iteration 10Q: 3 clusters Score -200523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200530.468750 Penalty: 2419.380859
	Iteration 11Q: 3 clusters Score -200530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200538.062500 Penalty: 2419.380859
	Iteration 12Q: 3 clusters Score -200538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200542.500000 Penalty: 2419.380859
	Iteration 13Q: 3 clusters Score -200542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200546.031250 Penalty: 2419.380859
	Iteration 14Q: 3 clusters Score -200546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200548.437500 Penalty: 2419.380859
	Iteration 15Q: 3 clusters Score -200548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200550.343750 Penalty: 2419.380859
	Iteration 16Q: 3 clusters Score -200550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200551.062500 Penalty: 2419.380859
	Iteration 17Q: 3 clusters Score -200551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200551.265625 Penalty: 2419.380859
	Iteration 18Q: 3 clusters Score -200551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200551.265625 Penalty: 2419.380859
	Iteration 19F: 3 clusters Score -200551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Entering Unmasked Estep 
Score: -9760990.000000 Penalty: 1848.846680
	Iteration 0F: 2 clusters Score -9760990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -9702429.000000 Penalty: 3697.693359
	Iteration 0F: 3 clusters Score -9702429 nChanged 41703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -9726453.000000 Penalty: 3697.693359
	Iteration 1F: 3 clusters Score -9726453 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -9726870.000000 Penalty: 3697.693359
	Iteration 2Q: 3 clusters Score -9726870 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -9727190.000000 Penalty: 3697.693359
	Iteration 3Q: 3 clusters Score -9727190 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -9727555.000000 Penalty: 3697.693359
	Iteration 4Q: 3 clusters Score -9727555 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -9727980.000000 Penalty: 3697.693359
	Iteration 5Q: 3 clusters Score -9727980 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -9728646.000000 Penalty: 3697.693359
	Iteration 6Q: 3 clusters Score -9728646 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -9729814.000000 Penalty: 3697.693359
	Iteration 7Q: 3 clusters Score -9729814 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -9731546.000000 Penalty: 3697.693359
	Iteration 8Q: 3 clusters Score -9731546 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9734380.000000 Penalty: 3697.693359
	Iteration 9F: 3 clusters Score -9734380 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9739258.000000 Penalty: 3697.693359
	Iteration 10F: 3 clusters Score -9739258 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -9745648.000000 Penalty: 3697.693359
	Iteration 11F: 3 clusters Score -9745648 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9751709.000000 Penalty: 3697.693359
	Iteration 12F: 3 clusters Score -9751709 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -9755709.000000 Penalty: 3697.693359
	Iteration 13Q: 3 clusters Score -9755709 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9757669.000000 Penalty: 3697.693359
	Iteration 14Q: 3 clusters Score -9757669 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9758518.000000 Penalty: 3697.693359
	Iteration 15Q: 3 clusters Score -9758518 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9758944.000000 Penalty: 3697.693359
	Iteration 16Q: 3 clusters Score -9758944 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9759206.000000 Penalty: 3697.693359
	Iteration 17Q: 3 clusters Score -9759206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9759345.000000 Penalty: 3697.693359
	Iteration 18Q: 3 clusters Score -9759345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9759413.000000 Penalty: 3697.693359
	Iteration 19Q: 3 clusters Score -9759413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9759441.000000 Penalty: 3697.693359
	Iteration 20F: 3 clusters Score -9759441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9759458.000000 Penalty: 3697.693359
	Iteration 21Q: 3 clusters Score -9759458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9759477.000000 Penalty: 3697.693359
	Iteration 22Q: 3 clusters Score -9759477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9759494.000000 Penalty: 3697.693359
	Iteration 23Q: 3 clusters Score -9759494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9759515.000000 Penalty: 3697.693359
	Iteration 24Q: 3 clusters Score -9759515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9759518.000000 Penalty: 3697.693359
	Iteration 25Q: 3 clusters Score -9759518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9759532.000000 Penalty: 3697.693359
	Iteration 26Q: 3 clusters Score -9759532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9759532.000000 Penalty: 3697.693359
	Iteration 27Q: 3 clusters Score -9759532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9759524.000000 Penalty: 3697.693359
	Iteration 28Q: 3 clusters Score -9759524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9759533.000000 Penalty: 3697.693359
	Iteration 29Q: 3 clusters Score -9759533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9759537.000000 Penalty: 3697.693359
	Iteration 30Q: 3 clusters Score -9759537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9759537.000000 Penalty: 3697.693359
	Iteration 31F: 3 clusters Score -9759537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 160828 members 
Mstep: Class 6 contains 34015 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 69431 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 12567 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 39611 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 87336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64727516.000000 Penalty: 36686.867188
Iteration 39Q: 18 clusters Score -6.472752e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 152079 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 161955 members 
Mstep: Class 6 contains 34098 members 
Mstep: Class 7 contains 1062 members 
Mstep: Class 8 contains 69373 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 1334 members 
Mstep: Class 12 contains 6859 members 
Mstep: Class 13 contains 5176 members 
Mstep: Class 14 contains 12562 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 19 contains 39246 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 87457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64729872.000000 Penalty: 36686.867188
Iteration 40F: 18 clusters Score -6.472987e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 152886 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 161535 members 
Mstep: Class 6 contains 33759 members 
Mstep: Class 7 contains 1055 members 
Mstep: Class 8 contains 69205 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 1340 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 5392 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 87484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731128.000000 Penalty: 36686.867188
Iteration 41Q: 18 clusters Score -6.473113e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 153613 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 160988 members 
Mstep: Class 6 contains 33417 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 69078 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 1338 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 12350 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 87492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64731948.000000 Penalty: 36686.867188
Iteration 42Q: 18 clusters Score -6.473195e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 154443 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 160219 members 
Mstep: Class 6 contains 33090 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 68958 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 12 contains 7751 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 12289 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 19 contains 38086 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 21 contains 87494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732084.000000 Penalty: 36686.867188
Iteration 43Q: 18 clusters Score -6.473208e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 3 contains 155302 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 159360 members 
Mstep: Class 6 contains 32766 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 68815 members 
Mstep: Class 9 contains 229 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 12 contains 8067 members 
Mstep: Class 13 contains 5941 members 
Mstep: Class 14 contains 12230 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 19 contains 37981 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 87487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732384.000000 Penalty: 36686.867188
Iteration 44Q: 18 clusters Score -6.473238e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 156175 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 158401 members 
Mstep: Class 6 contains 32473 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 68687 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 12195 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 19 contains 37949 members 
Mstep: Class 20 contains 1533 members 
Mstep: Class 21 contains 87480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2141.688477 but Gain 2158.050781
Score: -64732684.000000 Penalty: 34528.816406
Iteration 45Q: 17 clusters Score -6.473268e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 158088 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 157758 members 
Mstep: Class 6 contains 32222 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 68579 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 19 contains 38009 members 
Mstep: Class 21 contains 87467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734424.000000 Penalty: 34528.816406
Iteration 46Q: 17 clusters Score -6.473442e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 159353 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 156278 members 
Mstep: Class 6 contains 32016 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 68479 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 12 contains 8920 members 
Mstep: Class 13 contains 6368 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 19 contains 38089 members 
Mstep: Class 21 contains 87475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734856.000000 Penalty: 34528.816406
Iteration 47Q: 17 clusters Score -6.473486e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 160469 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 154828 members 
Mstep: Class 6 contains 31812 members 
Mstep: Class 7 contains 1022 members 
Mstep: Class 8 contains 68410 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 1352 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 12092 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 19 contains 38213 members 
Mstep: Class 21 contains 87482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735008.000000 Penalty: 34528.816406
Iteration 48Q: 17 clusters Score -6.473501e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 161321 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 153637 members 
Mstep: Class 6 contains 31588 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 68351 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 12 contains 9457 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 19 contains 38340 members 
Mstep: Class 21 contains 87494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735192.000000 Penalty: 34528.816406
Iteration 49Q: 17 clusters Score -6.473519e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 162072 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 152557 members 
Mstep: Class 6 contains 31397 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 68295 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1359 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 12056 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 19 contains 38470 members 
Mstep: Class 21 contains 87493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735740.000000 Penalty: 34528.816406
Iteration 50Q: 17 clusters Score -6.473574e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 162626 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 151674 members 
Mstep: Class 6 contains 31254 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 68243 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1363 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 12009 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 19 contains 38576 members 
Mstep: Class 21 contains 87497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735808.000000 Penalty: 34528.816406
Iteration 51Q: 17 clusters Score -6.473581e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 163072 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 150857 members 
Mstep: Class 6 contains 31135 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 68198 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 19 contains 38713 members 
Mstep: Class 21 contains 87498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736196.000000 Penalty: 34528.816406
Iteration 52Q: 17 clusters Score -6.47362e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 163408 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 150152 members 
Mstep: Class 6 contains 31036 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 68165 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 12 contains 10373 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 19 contains 38843 members 
Mstep: Class 21 contains 87498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736192.000000 Penalty: 34528.816406
Iteration 53Q: 17 clusters Score -6.473619e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 163586 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 149581 members 
Mstep: Class 6 contains 30953 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 68142 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 12 contains 10618 members 
Mstep: Class 13 contains 7502 members 
Mstep: Class 14 contains 11865 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 19 contains 38957 members 
Mstep: Class 21 contains 87504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736180.000000 Penalty: 34528.816406
Iteration 54Q: 17 clusters Score -6.473618e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 163663 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 149094 members 
Mstep: Class 6 contains 30880 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 68119 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 12 contains 10840 members 
Mstep: Class 13 contains 7683 members 
Mstep: Class 14 contains 11838 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 19 contains 39071 members 
Mstep: Class 21 contains 87507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736444.000000 Penalty: 34528.816406
Iteration 55Q: 17 clusters Score -6.473644e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 163600 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 148703 members 
Mstep: Class 6 contains 30817 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 68102 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1365 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 7862 members 
Mstep: Class 14 contains 11820 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 19 contains 39206 members 
Mstep: Class 21 contains 87509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736544.000000 Penalty: 34528.816406
Iteration 56Q: 17 clusters Score -6.473654e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 163444 members 
Mstep: Class 4 contains 2498 members 
Mstep: Class 5 contains 148442 members 
Mstep: Class 6 contains 30747 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 68074 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 11804 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 19 contains 39340 members 
Mstep: Class 21 contains 87496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736852.000000 Penalty: 34528.816406
Iteration 57Q: 17 clusters Score -6.473685e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 163244 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 148259 members 
Mstep: Class 6 contains 30680 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 68040 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 8180 members 
Mstep: Class 14 contains 11800 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 19 contains 39463 members 
Mstep: Class 21 contains 87482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737016.000000 Penalty: 34528.816406
Iteration 58Q: 17 clusters Score -6.473702e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 162986 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 148114 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 68024 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 12 contains 11756 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 19 contains 39561 members 
Mstep: Class 21 contains 87473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737276.000000 Penalty: 34528.816406
Iteration 59Q: 17 clusters Score -6.473728e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 162695 members 
Mstep: Class 4 contains 2509 members 
Mstep: Class 5 contains 148024 members 
Mstep: Class 6 contains 30563 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 68012 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 1370 members 
Mstep: Class 12 contains 12004 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 11805 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 19 contains 39641 members 
Mstep: Class 21 contains 87458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737892.000000 Penalty: 34528.816406
Iteration 60F: 17 clusters Score -6.473789e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 162352 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 147993 members 
Mstep: Class 6 contains 30506 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 68009 members 
Mstep: Class 9 contains 232 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 19 contains 39731 members 
Mstep: Class 21 contains 87448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738496.000000 Penalty: 34528.816406
Iteration 61Q: 17 clusters Score -6.47385e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 161990 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 147989 members 
Mstep: Class 6 contains 30456 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 68017 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 12 contains 12489 members 
Mstep: Class 13 contains 8680 members 
Mstep: Class 14 contains 11776 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 19 contains 39801 members 
Mstep: Class 21 contains 87461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739076.000000 Penalty: 34528.816406
Iteration 62Q: 17 clusters Score -6.473908e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 161627 members 
Mstep: Class 4 contains 2542 members 
Mstep: Class 5 contains 148002 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 68019 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 8779 members 
Mstep: Class 14 contains 11773 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 19 contains 39872 members 
Mstep: Class 21 contains 87462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739240.000000 Penalty: 34528.816406
Iteration 63Q: 17 clusters Score -6.473924e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 161289 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 148014 members 
Mstep: Class 6 contains 30335 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 68024 members 
Mstep: Class 9 contains 193 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 8865 members 
Mstep: Class 14 contains 11765 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 19 contains 39940 members 
Mstep: Class 21 contains 87463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739648.000000 Penalty: 34528.816406
Iteration 64Q: 17 clusters Score -6.473965e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 160966 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 148017 members 
Mstep: Class 6 contains 30281 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 68028 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 12 contains 13175 members 
Mstep: Class 13 contains 8939 members 
Mstep: Class 14 contains 11759 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 19 contains 40010 members 
Mstep: Class 21 contains 87461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739964.000000 Penalty: 34528.816406
Iteration 65Q: 17 clusters Score -6.473996e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 160667 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 148028 members 
Mstep: Class 6 contains 30224 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 68023 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1372 members 
Mstep: Class 12 contains 13407 members 
Mstep: Class 13 contains 8989 members 
Mstep: Class 14 contains 11750 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 19 contains 40091 members 
Mstep: Class 21 contains 87454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740256.000000 Penalty: 34528.816406
Iteration 66Q: 17 clusters Score -6.474026e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 160409 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 147987 members 
Mstep: Class 6 contains 30166 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 68006 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 12 contains 13649 members 
Mstep: Class 13 contains 9042 members 
Mstep: Class 14 contains 11748 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 19 contains 40170 members 
Mstep: Class 21 contains 87452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740488.000000 Penalty: 34528.816406
Iteration 67Q: 17 clusters Score -6.474049e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 160172 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 147964 members 
Mstep: Class 6 contains 30124 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 67996 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 12 contains 13894 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 11733 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 19 contains 40222 members 
Mstep: Class 21 contains 87449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740736.000000 Penalty: 34528.816406
Iteration 68Q: 17 clusters Score -6.474074e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 160014 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 147899 members 
Mstep: Class 6 contains 30085 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 67970 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1383 members 
Mstep: Class 12 contains 14110 members 
Mstep: Class 13 contains 9093 members 
Mstep: Class 14 contains 11719 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 19 contains 40275 members 
Mstep: Class 21 contains 87450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740856.000000 Penalty: 34528.816406
Iteration 69Q: 17 clusters Score -6.474086e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 159842 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 147824 members 
Mstep: Class 6 contains 30039 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 67960 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 12 contains 14308 members 
Mstep: Class 13 contains 9122 members 
Mstep: Class 14 contains 11709 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 19 contains 40353 members 
Mstep: Class 21 contains 87449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740780.000000 Penalty: 34528.816406
Iteration 70Q: 17 clusters Score -6.474078e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 159721 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 147693 members 
Mstep: Class 6 contains 30006 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 67936 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 11692 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 19 contains 40435 members 
Mstep: Class 21 contains 87461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741076.000000 Penalty: 34528.816406
Iteration 71Q: 17 clusters Score -6.474108e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 159656 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 147498 members 
Mstep: Class 6 contains 29963 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 67925 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 12 contains 14664 members 
Mstep: Class 13 contains 9248 members 
Mstep: Class 14 contains 11677 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 19 contains 40512 members 
Mstep: Class 21 contains 87460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741008.000000 Penalty: 34528.816406
Iteration 72Q: 17 clusters Score -6.474101e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 159622 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 147294 members 
Mstep: Class 6 contains 29916 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 67916 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 14820 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 11655 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 19 contains 40593 members 
Mstep: Class 21 contains 87465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741376.000000 Penalty: 34528.816406
Iteration 73Q: 17 clusters Score -6.474138e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 159577 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 147086 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 9392 members 
Mstep: Class 14 contains 11648 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 19 contains 40683 members 
Mstep: Class 21 contains 87469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741600.000000 Penalty: 34528.816406
Iteration 74Q: 17 clusters Score -6.47416e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 159559 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 146891 members 
Mstep: Class 6 contains 29815 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 67902 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 11638 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 19 contains 40773 members 
Mstep: Class 21 contains 87474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741500.000000 Penalty: 34528.816406
Iteration 75Q: 17 clusters Score -6.47415e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 159536 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 146692 members 
Mstep: Class 6 contains 29755 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 67896 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1491 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 9542 members 
Mstep: Class 14 contains 11630 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 19 contains 40876 members 
Mstep: Class 21 contains 87468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741672.000000 Penalty: 34528.816406
Iteration 76Q: 17 clusters Score -6.474167e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 159481 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 146472 members 
Mstep: Class 6 contains 29714 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 67887 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 9616 members 
Mstep: Class 14 contains 11632 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 19 contains 41002 members 
Mstep: Class 21 contains 87471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741728.000000 Penalty: 34528.816406
Iteration 77Q: 17 clusters Score -6.474173e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 159448 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 146237 members 
Mstep: Class 6 contains 29666 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 67877 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 9691 members 
Mstep: Class 14 contains 11637 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 19 contains 41125 members 
Mstep: Class 21 contains 87457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741908.000000 Penalty: 34528.816406
Iteration 78Q: 17 clusters Score -6.474191e+07 nChanged 989
Entering ConstructFrom: 
Score: -64741908.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -610597.937500 Penalty: 1404.621704
	Iteration 0F: 2 clusters Score -610597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -606284.812500 Penalty: 2809.243408
	Iteration 0F: 3 clusters Score -606284.8 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -607536.937500 Penalty: 2809.243408
	Iteration 1F: 3 clusters Score -607536.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -607877.375000 Penalty: 2809.243408
	Iteration 2F: 3 clusters Score -607877.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -608223.687500 Penalty: 2809.243408
	Iteration 3F: 3 clusters Score -608223.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -608623.125000 Penalty: 2809.243408
	Iteration 4F: 3 clusters Score -608623.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -609099.687500 Penalty: 2809.243408
	Iteration 5F: 3 clusters Score -609099.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -609544.687500 Penalty: 2809.243408
	Iteration 6F: 3 clusters Score -609544.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -609845.125000 Penalty: 2809.243408
	Iteration 7F: 3 clusters Score -609845.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -609993.187500 Penalty: 2809.243408
	Iteration 8Q: 3 clusters Score -609993.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -610062.000000 Penalty: 2809.243408
	Iteration 9Q: 3 clusters Score -610062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -610104.187500 Penalty: 2809.243408
	Iteration 10Q: 3 clusters Score -610104.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -610126.687500 Penalty: 2809.243408
	Iteration 11Q: 3 clusters Score -610126.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -610137.437500 Penalty: 2809.243408
	Iteration 12Q: 3 clusters Score -610137.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -610142.000000 Penalty: 2809.243408
	Iteration 13Q: 3 clusters Score -610142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -610151.875000 Penalty: 2809.243408
	Iteration 14Q: 3 clusters Score -610151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -610156.125000 Penalty: 2809.243408
	Iteration 15Q: 3 clusters Score -610156.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -610159.937500 Penalty: 2809.243408
	Iteration 16Q: 3 clusters Score -610159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -610161.562500 Penalty: 2809.243408
	Iteration 17Q: 3 clusters Score -610161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -610162.812500 Penalty: 2809.243408
	Iteration 18Q: 3 clusters Score -610162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -610164.187500 Penalty: 2809.243408
	Iteration 19Q: 3 clusters Score -610164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -610165.500000 Penalty: 2809.243408
	Iteration 20F: 3 clusters Score -610165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -610165.437500 Penalty: 2809.243408
	Iteration 21Q: 3 clusters Score -610165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -610168.000000 Penalty: 2809.243408
	Iteration 22Q: 3 clusters Score -610168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -610168.812500 Penalty: 2809.243408
	Iteration 23Q: 3 clusters Score -610168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -610169.750000 Penalty: 2809.243408
	Iteration 24Q: 3 clusters Score -610169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -610170.812500 Penalty: 2809.243408
	Iteration 25Q: 3 clusters Score -610170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -610171.312500 Penalty: 2809.243408
	Iteration 26Q: 3 clusters Score -610171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -610172.125000 Penalty: 2809.243408
	Iteration 27Q: 3 clusters Score -610172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -610174.375000 Penalty: 2809.243408
	Iteration 28Q: 3 clusters Score -610174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -610174.187500 Penalty: 2809.243408
	Iteration 29Q: 3 clusters Score -610174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -610175.000000 Penalty: 2809.243408
	Iteration 30Q: 3 clusters Score -610175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -610176.000000 Penalty: 2809.243408
	Iteration 31Q: 3 clusters Score -610176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -610176.187500 Penalty: 2809.243408
	Iteration 32Q: 3 clusters Score -610176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -610175.875000 Penalty: 2809.243408
	Iteration 33Q: 3 clusters Score -610175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -610177.125000 Penalty: 2809.243408
	Iteration 34Q: 3 clusters Score -610177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -610177.250000 Penalty: 2809.243408
	Iteration 35Q: 3 clusters Score -610177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -610177.687500 Penalty: 2809.243408
	Iteration 36Q: 3 clusters Score -610177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -610178.187500 Penalty: 2809.243408
	Iteration 37Q: 3 clusters Score -610178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -610178.187500 Penalty: 2809.243408
	Iteration 38F: 3 clusters Score -610178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -499010.968750 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -499011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -495386.562500 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -495386.6 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -496361.718750 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -496361.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -496504.343750 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -496504.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -496610.875000 Penalty: 2731.889648
	Iteration 3Q: 3 clusters Score -496610.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -496689.500000 Penalty: 2731.889648
	Iteration 4Q: 3 clusters Score -496689.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -496745.250000 Penalty: 2731.889648
	Iteration 5Q: 3 clusters Score -496745.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -496786.625000 Penalty: 2731.889648
	Iteration 6Q: 3 clusters Score -496786.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -496817.687500 Penalty: 2731.889648
	Iteration 7Q: 3 clusters Score -496817.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -496845.062500 Penalty: 2731.889648
	Iteration 8Q: 3 clusters Score -496845.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -496866.687500 Penalty: 2731.889648
	Iteration 9Q: 3 clusters Score -496866.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -496886.656250 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -496886.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -496907.718750 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -496907.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -496924.187500 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -496924.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -496941.718750 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -496941.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -496957.531250 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -496957.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -496975.562500 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -496975.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -497003.812500 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -497003.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -497027.437500 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -497027.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -497066.156250 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -497066.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -497108.656250 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -497108.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497146.781250 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -497146.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -497185.468750 Penalty: 2731.889648
	Iteration 21Q: 3 clusters Score -497185.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -497239.468750 Penalty: 2731.889648
	Iteration 22Q: 3 clusters Score -497239.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -497297.500000 Penalty: 2731.889648
	Iteration 23Q: 3 clusters Score -497297.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -497360.531250 Penalty: 2731.889648
	Iteration 24Q: 3 clusters Score -497360.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -497416.281250 Penalty: 2731.889648
	Iteration 25Q: 3 clusters Score -497416.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -497469.750000 Penalty: 2731.889648
	Iteration 26Q: 3 clusters Score -497469.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -497508.187500 Penalty: 2731.889648
	Iteration 27Q: 3 clusters Score -497508.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -497556.062500 Penalty: 2731.889648
	Iteration 28Q: 3 clusters Score -497556.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -497590.812500 Penalty: 2731.889648
	Iteration 29Q: 3 clusters Score -497590.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -497619.125000 Penalty: 2731.889648
	Iteration 30Q: 3 clusters Score -497619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -497641.187500 Penalty: 2731.889648
	Iteration 31Q: 3 clusters Score -497641.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -497659.968750 Penalty: 2731.889648
	Iteration 32Q: 3 clusters Score -497660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -497672.687500 Penalty: 2731.889648
	Iteration 33Q: 3 clusters Score -497672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -497681.593750 Penalty: 2731.889648
	Iteration 34Q: 3 clusters Score -497681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -497686.156250 Penalty: 2731.889648
	Iteration 35Q: 3 clusters Score -497686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -497690.500000 Penalty: 2731.889648
	Iteration 36Q: 3 clusters Score -497690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -497697.937500 Penalty: 2731.889648
	Iteration 37Q: 3 clusters Score -497697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -497702.781250 Penalty: 2731.889648
	Iteration 38Q: 3 clusters Score -497702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -497711.625000 Penalty: 2731.889648
	Iteration 39Q: 3 clusters Score -497711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -497716.656250 Penalty: 2731.889648
	Iteration 40F: 3 clusters Score -497716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -497719.375000 Penalty: 2731.889648
	Iteration 41Q: 3 clusters Score -497719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -497725.156250 Penalty: 2731.889648
	Iteration 42Q: 3 clusters Score -497725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -497728.875000 Penalty: 2731.889648
	Iteration 43Q: 3 clusters Score -497728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -497734.937500 Penalty: 2731.889648
	Iteration 44Q: 3 clusters Score -497734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -497739.656250 Penalty: 2731.889648
	Iteration 45Q: 3 clusters Score -497739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -497746.218750 Penalty: 2731.889648
	Iteration 46Q: 3 clusters Score -497746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -497751.000000 Penalty: 2731.889648
	Iteration 47Q: 3 clusters Score -497751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -497752.000000 Penalty: 2731.889648
	Iteration 48Q: 3 clusters Score -497752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -497752.937500 Penalty: 2731.889648
	Iteration 49Q: 3 clusters Score -497752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -497753.875000 Penalty: 2731.889648
	Iteration 50Q: 3 clusters Score -497753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -497753.875000 Penalty: 2731.889648
	Iteration 51F: 3 clusters Score -497753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (159419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Entering Unmasked Estep 
Score: -17887624.000000 Penalty: 1946.634766
	Iteration 0F: 2 clusters Score -1.788762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -17788408.000000 Penalty: 3893.269531
	Iteration 0F: 3 clusters Score -1.778841e+07 nChanged 76793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -17833902.000000 Penalty: 3893.269531
	Iteration 1F: 3 clusters Score -1.78339e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -17834922.000000 Penalty: 3893.269531
	Iteration 2Q: 3 clusters Score -1.783492e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -17836520.000000 Penalty: 3893.269531
	Iteration 3Q: 3 clusters Score -1.783652e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -17838918.000000 Penalty: 3893.269531
	Iteration 4Q: 3 clusters Score -1.783892e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -17842442.000000 Penalty: 3893.269531
	Iteration 5Q: 3 clusters Score -1.784244e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -17847892.000000 Penalty: 3893.269531
	Iteration 6F: 3 clusters Score -1.784789e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 111567 members 
Entering Unmasked Estep 
Score: -17855324.000000 Penalty: 3893.269531
	Iteration 7F: 3 clusters Score -1.785532e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 120359 members 
Entering Unmasked Estep 
Score: -17863132.000000 Penalty: 3893.269531
	Iteration 8F: 3 clusters Score -1.786313e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -17869960.000000 Penalty: 3893.269531
	Iteration 9F: 3 clusters Score -1.786996e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 135000 members 
Entering Unmasked Estep 
Score: -17874762.000000 Penalty: 3893.269531
	Iteration 10Q: 3 clusters Score -1.787476e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 140314 members 
Entering Unmasked Estep 
Score: -17877938.000000 Penalty: 3893.269531
	Iteration 11Q: 3 clusters Score -1.787794e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -17880168.000000 Penalty: 3893.269531
	Iteration 12Q: 3 clusters Score -1.788017e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -17881620.000000 Penalty: 3893.269531
	Iteration 13Q: 3 clusters Score -1.788162e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -17882682.000000 Penalty: 3893.269531
	Iteration 14Q: 3 clusters Score -1.788268e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -17883680.000000 Penalty: 3893.269531
	Iteration 15Q: 3 clusters Score -1.788368e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -17884426.000000 Penalty: 3893.269531
	Iteration 16Q: 3 clusters Score -1.788443e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 156037 members 
Entering Unmasked Estep 
Score: -17885046.000000 Penalty: 3893.269531
	Iteration 17Q: 3 clusters Score -1.788505e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -17885430.000000 Penalty: 3893.269531
	Iteration 18Q: 3 clusters Score -1.788543e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -17885680.000000 Penalty: 3893.269531
	Iteration 19Q: 3 clusters Score -1.788568e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -17885796.000000 Penalty: 3893.269531
	Iteration 20F: 3 clusters Score -1.78858e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -17885832.000000 Penalty: 3893.269531
	Iteration 21Q: 3 clusters Score -1.788583e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -17885898.000000 Penalty: 3893.269531
	Iteration 22Q: 3 clusters Score -1.78859e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -17885938.000000 Penalty: 3893.269531
	Iteration 23Q: 3 clusters Score -1.788594e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158620 members 
Entering Unmasked Estep 
Score: -17885962.000000 Penalty: 3893.269531
	Iteration 24Q: 3 clusters Score -1.788596e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -17885988.000000 Penalty: 3893.269531
	Iteration 25Q: 3 clusters Score -1.788599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -17885998.000000 Penalty: 3893.269531
	Iteration 26Q: 3 clusters Score -1.7886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -17886006.000000 Penalty: 3893.269531
	Iteration 27Q: 3 clusters Score -1.788601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -17886016.000000 Penalty: 3893.269531
	Iteration 28Q: 3 clusters Score -1.788602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -17886030.000000 Penalty: 3893.269531
	Iteration 29Q: 3 clusters Score -1.788603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 158806 members 
Entering Unmasked Estep 
Score: -17886060.000000 Penalty: 3893.269531
	Iteration 30Q: 3 clusters Score -1.788606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -17886064.000000 Penalty: 3893.269531
	Iteration 31Q: 3 clusters Score -1.788606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -17886096.000000 Penalty: 3893.269531
	Iteration 32Q: 3 clusters Score -1.78861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -17886110.000000 Penalty: 3893.269531
	Iteration 33Q: 3 clusters Score -1.788611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -17886132.000000 Penalty: 3893.269531
	Iteration 34Q: 3 clusters Score -1.788613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -17886126.000000 Penalty: 3893.269531
	Iteration 35Q: 3 clusters Score -1.788613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -17886130.000000 Penalty: 3893.269531
	Iteration 36Q: 3 clusters Score -1.788613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -17886126.000000 Penalty: 3893.269531
	Iteration 37Q: 3 clusters Score -1.788613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -17886146.000000 Penalty: 3893.269531
	Iteration 38Q: 3 clusters Score -1.788615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -17886132.000000 Penalty: 3893.269531
	Iteration 39Q: 3 clusters Score -1.788613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -17886144.000000 Penalty: 3893.269531
	Iteration 40F: 3 clusters Score -1.788614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -17886148.000000 Penalty: 3893.269531
	Iteration 41Q: 3 clusters Score -1.788615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -17886156.000000 Penalty: 3893.269531
	Iteration 42Q: 3 clusters Score -1.788616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -17886158.000000 Penalty: 3893.269531
	Iteration 43Q: 3 clusters Score -1.788616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -17886160.000000 Penalty: 3893.269531
	Iteration 44Q: 3 clusters Score -1.788616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -17886160.000000 Penalty: 3893.269531
	Iteration 45Q: 3 clusters Score -1.788616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -17886160.000000 Penalty: 3893.269531
	Iteration 46F: 3 clusters Score -1.788616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -275669.843750 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -275669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -273184.343750 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -273184.3 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -273806.906250 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -273806.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -273975.156250 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -273975.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -274110.343750 Penalty: 2560.892822
	Iteration 3F: 3 clusters Score -274110.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -274191.781250 Penalty: 2560.892822
	Iteration 4Q: 3 clusters Score -274191.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -274249.218750 Penalty: 2560.892822
	Iteration 5Q: 3 clusters Score -274249.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -274299.906250 Penalty: 2560.892822
	Iteration 6Q: 3 clusters Score -274299.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274335.687500 Penalty: 2560.892822
	Iteration 7Q: 3 clusters Score -274335.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274373.375000 Penalty: 2560.892822
	Iteration 8Q: 3 clusters Score -274373.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -274406.500000 Penalty: 2560.892822
	Iteration 9Q: 3 clusters Score -274406.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -274440.781250 Penalty: 2560.892822
	Iteration 10Q: 3 clusters Score -274440.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274468.156250 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -274468.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -274492.656250 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -274492.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -274523.406250 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -274523.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -274556.343750 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -274556.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -274597.968750 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -274598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -274640.781250 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -274640.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -274678.937500 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -274678.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -274720.468750 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -274720.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -274769.812500 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -274769.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274813.218750 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -274813.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -274841.375000 Penalty: 2560.892822
	Iteration 21Q: 3 clusters Score -274841.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -274856.593750 Penalty: 2560.892822
	Iteration 22Q: 3 clusters Score -274856.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -274866.625000 Penalty: 2560.892822
	Iteration 23Q: 3 clusters Score -274866.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -274872.843750 Penalty: 2560.892822
	Iteration 24Q: 3 clusters Score -274872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -274879.843750 Penalty: 2560.892822
	Iteration 25Q: 3 clusters Score -274879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -274885.343750 Penalty: 2560.892822
	Iteration 26Q: 3 clusters Score -274885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -274890.781250 Penalty: 2560.892822
	Iteration 27Q: 3 clusters Score -274890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -274895.875000 Penalty: 2560.892822
	Iteration 28Q: 3 clusters Score -274895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -274902.468750 Penalty: 2560.892822
	Iteration 29Q: 3 clusters Score -274902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -274908.718750 Penalty: 2560.892822
	Iteration 30Q: 3 clusters Score -274908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -274918.093750 Penalty: 2560.892822
	Iteration 31Q: 3 clusters Score -274918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -274931.156250 Penalty: 2560.892822
	Iteration 32Q: 3 clusters Score -274931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -274960.687500 Penalty: 2560.892822
	Iteration 33Q: 3 clusters Score -274960.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -274989.593750 Penalty: 2560.892822
	Iteration 34Q: 3 clusters Score -274989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -275017.843750 Penalty: 2560.892822
	Iteration 35Q: 3 clusters Score -275017.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -275058.406250 Penalty: 2560.892822
	Iteration 36Q: 3 clusters Score -275058.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -275073.687500 Penalty: 2560.892822
	Iteration 37Q: 3 clusters Score -275073.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -275088.312500 Penalty: 2560.892822
	Iteration 38Q: 3 clusters Score -275088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -275099.000000 Penalty: 2560.892822
	Iteration 39Q: 3 clusters Score -275099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -275104.375000 Penalty: 2560.892822
	Iteration 40F: 3 clusters Score -275104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -275108.687500 Penalty: 2560.892822
	Iteration 41Q: 3 clusters Score -275108.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275112.968750 Penalty: 2560.892822
	Iteration 42Q: 3 clusters Score -275113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -275112.875000 Penalty: 2560.892822
	Iteration 43Q: 3 clusters Score -275112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -275112.875000 Penalty: 2560.892822
	Iteration 44F: 3 clusters Score -275112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Entering Unmasked Estep 
Score: -16444612.000000 Penalty: 1932.377563
	Iteration 0F: 2 clusters Score -1.644461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -16350103.000000 Penalty: 3864.755127
	Iteration 0F: 3 clusters Score -1.63501e+07 nChanged 70376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78569 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -16391720.000000 Penalty: 3864.755127
	Iteration 1F: 3 clusters Score -1.639172e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -16392934.000000 Penalty: 3864.755127
	Iteration 2Q: 3 clusters Score -1.639293e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -16394975.000000 Penalty: 3864.755127
	Iteration 3Q: 3 clusters Score -1.639498e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -16399150.000000 Penalty: 3864.755127
	Iteration 4F: 3 clusters Score -1.639915e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -16406924.000000 Penalty: 3864.755127
	Iteration 5F: 3 clusters Score -1.640692e+07 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -16419240.000000 Penalty: 3864.755127
	Iteration 6F: 3 clusters Score -1.641924e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -16431728.000000 Penalty: 3864.755127
	Iteration 7F: 3 clusters Score -1.643173e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -16439031.000000 Penalty: 3864.755127
	Iteration 8F: 3 clusters Score -1.643903e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144831 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16441783.000000 Penalty: 3864.755127
	Iteration 9Q: 3 clusters Score -1.644178e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145623 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16442537.000000 Penalty: 3864.755127
	Iteration 10Q: 3 clusters Score -1.644254e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145795 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16442719.000000 Penalty: 3864.755127
	Iteration 11Q: 3 clusters Score -1.644272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145827 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16442802.000000 Penalty: 3864.755127
	Iteration 12Q: 3 clusters Score -1.64428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16442862.000000 Penalty: 3864.755127
	Iteration 13Q: 3 clusters Score -1.644286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16442893.000000 Penalty: 3864.755127
	Iteration 14Q: 3 clusters Score -1.644289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16442926.000000 Penalty: 3864.755127
	Iteration 15Q: 3 clusters Score -1.644293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16442927.000000 Penalty: 3864.755127
	Iteration 16Q: 3 clusters Score -1.644293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16442938.000000 Penalty: 3864.755127
	Iteration 17Q: 3 clusters Score -1.644294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16442945.000000 Penalty: 3864.755127
	Iteration 18Q: 3 clusters Score -1.644294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16442937.000000 Penalty: 3864.755127
	Iteration 19Q: 3 clusters Score -1.644294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16442943.000000 Penalty: 3864.755127
	Iteration 20F: 3 clusters Score -1.644294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16442941.000000 Penalty: 3864.755127
	Iteration 21Q: 3 clusters Score -1.644294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145845 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16442946.000000 Penalty: 3864.755127
	Iteration 22Q: 3 clusters Score -1.644295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16442948.000000 Penalty: 3864.755127
	Iteration 23Q: 3 clusters Score -1.644295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16442947.000000 Penalty: 3864.755127
	Iteration 24Q: 3 clusters Score -1.644295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16442947.000000 Penalty: 3864.755127
	Iteration 25F: 3 clusters Score -1.644295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Entering Unmasked Estep 
Score: -3270735.000000 Penalty: 1673.144287
	Iteration 0F: 2 clusters Score -3270735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3250816.750000 Penalty: 3346.288574
	Iteration 0F: 3 clusters Score -3250817 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3258299.750000 Penalty: 3346.288574
	Iteration 1F: 3 clusters Score -3258300 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3258762.000000 Penalty: 3346.288574
	Iteration 2Q: 3 clusters Score -3258762 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3259336.750000 Penalty: 3346.288574
	Iteration 3Q: 3 clusters Score -3259337 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3260192.750000 Penalty: 3346.288574
	Iteration 4F: 3 clusters Score -3260193 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3261564.000000 Penalty: 3346.288574
	Iteration 5F: 3 clusters Score -3261564 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3263511.500000 Penalty: 3346.288574
	Iteration 6F: 3 clusters Score -3263512 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3265647.250000 Penalty: 3346.288574
	Iteration 7F: 3 clusters Score -3265647 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3267347.500000 Penalty: 3346.288574
	Iteration 8F: 3 clusters Score -3267348 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3268441.500000 Penalty: 3346.288574
	Iteration 9Q: 3 clusters Score -3268442 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3268900.250000 Penalty: 3346.288574
	Iteration 10Q: 3 clusters Score -3268900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3269082.750000 Penalty: 3346.288574
	Iteration 11Q: 3 clusters Score -3269083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3269182.250000 Penalty: 3346.288574
	Iteration 12Q: 3 clusters Score -3269182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3269214.000000 Penalty: 3346.288574
	Iteration 13Q: 3 clusters Score -3269214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3269244.750000 Penalty: 3346.288574
	Iteration 14Q: 3 clusters Score -3269245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3269266.000000 Penalty: 3346.288574
	Iteration 15Q: 3 clusters Score -3269266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3269282.250000 Penalty: 3346.288574
	Iteration 16Q: 3 clusters Score -3269282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3269285.250000 Penalty: 3346.288574
	Iteration 17Q: 3 clusters Score -3269285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3269291.500000 Penalty: 3346.288574
	Iteration 18Q: 3 clusters Score -3269292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3269293.000000 Penalty: 3346.288574
	Iteration 19Q: 3 clusters Score -3269293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3269297.500000 Penalty: 3346.288574
	Iteration 20F: 3 clusters Score -3269298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3269300.750000 Penalty: 3346.288574
	Iteration 21Q: 3 clusters Score -3269301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3269300.000000 Penalty: 3346.288574
	Iteration 22Q: 3 clusters Score -3269300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3269302.750000 Penalty: 3346.288574
	Iteration 23Q: 3 clusters Score -3269303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3269306.250000 Penalty: 3346.288574
	Iteration 24Q: 3 clusters Score -3269306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3269306.250000 Penalty: 3346.288574
	Iteration 25F: 3 clusters Score -3269306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -94041.671875 Penalty: 1099.880127
	Iteration 0F: 2 clusters Score -94041.67 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 452 members 
Entering Unmasked Estep 
Score: -92666.851562 Penalty: 2199.760254
	Iteration 0F: 3 clusters Score -92666.85 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92873.039062 Penalty: 2199.760254
	Iteration 1F: 3 clusters Score -92873.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92975.320312 Penalty: 2199.760254
	Iteration 2F: 3 clusters Score -92975.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93049.195312 Penalty: 2199.760254
	Iteration 3F: 3 clusters Score -93049.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93093.031250 Penalty: 2199.760254
	Iteration 4Q: 3 clusters Score -93093.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93122.312500 Penalty: 2199.760254
	Iteration 5Q: 3 clusters Score -93122.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93137.546875 Penalty: 2199.760254
	Iteration 6Q: 3 clusters Score -93137.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93152.343750 Penalty: 2199.760254
	Iteration 7Q: 3 clusters Score -93152.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93162.335938 Penalty: 2199.760254
	Iteration 8Q: 3 clusters Score -93162.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93167.828125 Penalty: 2199.760254
	Iteration 9Q: 3 clusters Score -93167.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93177.992188 Penalty: 2199.760254
	Iteration 10Q: 3 clusters Score -93177.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93178.859375 Penalty: 2199.760254
	Iteration 11Q: 3 clusters Score -93178.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93179.726562 Penalty: 2199.760254
	Iteration 12Q: 3 clusters Score -93179.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93179.726562 Penalty: 2199.760254
	Iteration 13F: 3 clusters Score -93179.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Entering Unmasked Estep 
Score: -7724956.500000 Penalty: 1807.886108
	Iteration 0F: 2 clusters Score -7724956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -7679389.500000 Penalty: 3615.772217
	Iteration 0F: 3 clusters Score -7679390 nChanged 32340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7697977.000000 Penalty: 3615.772217
	Iteration 1F: 3 clusters Score -7697977 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -7698690.500000 Penalty: 3615.772217
	Iteration 2Q: 3 clusters Score -7698690 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7699805.500000 Penalty: 3615.772217
	Iteration 3Q: 3 clusters Score -7699806 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -7701719.500000 Penalty: 3615.772217
	Iteration 4F: 3 clusters Score -7701720 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -7704995.500000 Penalty: 3615.772217
	Iteration 5F: 3 clusters Score -7704996 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -7709431.000000 Penalty: 3615.772217
	Iteration 6F: 3 clusters Score -7709431 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -7713915.500000 Penalty: 3615.772217
	Iteration 7F: 3 clusters Score -7713916 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -7717687.500000 Penalty: 3615.772217
	Iteration 8F: 3 clusters Score -7717688 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -7720330.000000 Penalty: 3615.772217
	Iteration 9Q: 3 clusters Score -7720330 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -7721840.500000 Penalty: 3615.772217
	Iteration 10Q: 3 clusters Score -7721840 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -7722612.500000 Penalty: 3615.772217
	Iteration 11Q: 3 clusters Score -7722612 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -7722931.000000 Penalty: 3615.772217
	Iteration 12Q: 3 clusters Score -7722931 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -7723112.500000 Penalty: 3615.772217
	Iteration 13Q: 3 clusters Score -7723112 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -7723213.500000 Penalty: 3615.772217
	Iteration 14Q: 3 clusters Score -7723214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -7723277.500000 Penalty: 3615.772217
	Iteration 15Q: 3 clusters Score -7723278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -7723318.000000 Penalty: 3615.772217
	Iteration 16Q: 3 clusters Score -7723318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -7723340.500000 Penalty: 3615.772217
	Iteration 17Q: 3 clusters Score -7723340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -7723364.500000 Penalty: 3615.772217
	Iteration 18Q: 3 clusters Score -7723364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -7723388.500000 Penalty: 3615.772217
	Iteration 19Q: 3 clusters Score -7723388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -7723425.500000 Penalty: 3615.772217
	Iteration 20F: 3 clusters Score -7723426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -7723447.500000 Penalty: 3615.772217
	Iteration 21Q: 3 clusters Score -7723448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -7723469.000000 Penalty: 3615.772217
	Iteration 22Q: 3 clusters Score -7723469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -7723485.000000 Penalty: 3615.772217
	Iteration 23Q: 3 clusters Score -7723485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -7723491.500000 Penalty: 3615.772217
	Iteration 24Q: 3 clusters Score -7723492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -7723505.000000 Penalty: 3615.772217
	Iteration 25Q: 3 clusters Score -7723505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -7723507.000000 Penalty: 3615.772217
	Iteration 26Q: 3 clusters Score -7723507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -7723514.500000 Penalty: 3615.772217
	Iteration 27Q: 3 clusters Score -7723514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -7723512.000000 Penalty: 3615.772217
	Iteration 28Q: 3 clusters Score -7723512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -7723511.000000 Penalty: 3615.772217
	Iteration 29Q: 3 clusters Score -7723511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -7723515.500000 Penalty: 3615.772217
	Iteration 30Q: 3 clusters Score -7723516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -7723522.000000 Penalty: 3615.772217
	Iteration 31Q: 3 clusters Score -7723522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -7723522.000000 Penalty: 3615.772217
	Iteration 32Q: 3 clusters Score -7723522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -7723523.500000 Penalty: 3615.772217
	Iteration 33Q: 3 clusters Score -7723524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -7723520.500000 Penalty: 3615.772217
	Iteration 34Q: 3 clusters Score -7723520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -7723524.500000 Penalty: 3615.772217
	Iteration 35Q: 3 clusters Score -7723524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -7723522.500000 Penalty: 3615.772217
	Iteration 36Q: 3 clusters Score -7723522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -7723530.500000 Penalty: 3615.772217
	Iteration 37Q: 3 clusters Score -7723530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -7723530.500000 Penalty: 3615.772217
	Iteration 38F: 3 clusters Score -7723530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -15857.890625 Penalty: 848.307861
	Iteration 0F: 2 clusters Score -15857.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15185.158203 Penalty: 1696.615723
	Iteration 0F: 3 clusters Score -15185.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15296.467773 Penalty: 1696.615723
	Iteration 1F: 3 clusters Score -15296.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15326.472656 Penalty: 1696.615723
	Iteration 2F: 3 clusters Score -15326.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15331.101562 Penalty: 1696.615723
	Iteration 3Q: 3 clusters Score -15331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15336.360352 Penalty: 1696.615723
	Iteration 4Q: 3 clusters Score -15336.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15344.941406 Penalty: 1696.615723
	Iteration 5Q: 3 clusters Score -15344.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15363.295898 Penalty: 1696.615723
	Iteration 6Q: 3 clusters Score -15363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15366.164062 Penalty: 1696.615723
	Iteration 7Q: 3 clusters Score -15366.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15367.350586 Penalty: 1696.615723
	Iteration 8Q: 3 clusters Score -15367.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15367.350586 Penalty: 1696.615723
	Iteration 9F: 3 clusters Score -15367.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -166519.312500 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -166519.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164738.343750 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -164738.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165093.343750 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -165093.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -165190.140625 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -165190.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165243.390625 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -165243.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -165268.156250 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -165268.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -165292.359375 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -165292.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -165309.609375 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -165309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165324.093750 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -165324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -165331.562500 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -165331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -165339.093750 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -165339.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165344.796875 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -165344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -165347.312500 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -165347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165349.000000 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -165349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165349.484375 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -165349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165350.750000 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -165350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165354.968750 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -165355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165359.656250 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -165359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165362.437500 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -165362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165365.281250 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -165365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -165367.937500 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -165367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165370.484375 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -165370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -165372.171875 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -165372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165373.828125 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -165373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -165375.796875 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -165375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165376.234375 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -165376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165376.453125 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -165376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165376.875000 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -165376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165376.875000 Penalty: 2382.807373
	Iteration 27F: 3 clusters Score -165376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Entering Unmasked Estep 
Score: -1792878.875000 Penalty: 1568.514038
	Iteration 0F: 2 clusters Score -1792879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1782135.000000 Penalty: 3137.028076
	Iteration 0F: 3 clusters Score -1782135 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1785837.750000 Penalty: 3137.028076
	Iteration 1F: 3 clusters Score -1785838 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1786179.125000 Penalty: 3137.028076
	Iteration 2F: 3 clusters Score -1786179 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1786550.500000 Penalty: 3137.028076
	Iteration 3F: 3 clusters Score -1786550 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1787083.250000 Penalty: 3137.028076
	Iteration 4F: 3 clusters Score -1787083 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1787794.250000 Penalty: 3137.028076
	Iteration 5F: 3 clusters Score -1787794 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1788682.250000 Penalty: 3137.028076
	Iteration 6F: 3 clusters Score -1788682 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1789617.000000 Penalty: 3137.028076
	Iteration 7F: 3 clusters Score -1789617 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1790406.625000 Penalty: 3137.028076
	Iteration 8F: 3 clusters Score -1790407 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1790948.000000 Penalty: 3137.028076
	Iteration 9Q: 3 clusters Score -1790948 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1791201.125000 Penalty: 3137.028076
	Iteration 10Q: 3 clusters Score -1791201 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1791353.250000 Penalty: 3137.028076
	Iteration 11Q: 3 clusters Score -1791353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1791410.750000 Penalty: 3137.028076
	Iteration 12Q: 3 clusters Score -1791411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1791442.250000 Penalty: 3137.028076
	Iteration 13Q: 3 clusters Score -1791442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1791452.375000 Penalty: 3137.028076
	Iteration 14Q: 3 clusters Score -1791452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1791459.375000 Penalty: 3137.028076
	Iteration 15Q: 3 clusters Score -1791459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1791467.750000 Penalty: 3137.028076
	Iteration 16Q: 3 clusters Score -1791468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1791481.125000 Penalty: 3137.028076
	Iteration 17Q: 3 clusters Score -1791481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1791480.875000 Penalty: 3137.028076
	Iteration 18Q: 3 clusters Score -1791481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1791480.875000 Penalty: 3137.028076
	Iteration 19F: 3 clusters Score -1791481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1125368.875000 Penalty: 1491.964966
	Iteration 0F: 2 clusters Score -1125369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1118328.375000 Penalty: 2983.929932
	Iteration 0F: 3 clusters Score -1118328 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1120672.250000 Penalty: 2983.929932
	Iteration 1F: 3 clusters Score -1120672 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1120914.375000 Penalty: 2983.929932
	Iteration 2F: 3 clusters Score -1120914 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1121152.250000 Penalty: 2983.929932
	Iteration 3F: 3 clusters Score -1121152 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1121392.125000 Penalty: 2983.929932
	Iteration 4Q: 3 clusters Score -1121392 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1121684.625000 Penalty: 2983.929932
	Iteration 5F: 3 clusters Score -1121685 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1122082.500000 Penalty: 2983.929932
	Iteration 6F: 3 clusters Score -1122082 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1122516.750000 Penalty: 2983.929932
	Iteration 7F: 3 clusters Score -1122517 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1122960.125000 Penalty: 2983.929932
	Iteration 8F: 3 clusters Score -1122960 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1123364.250000 Penalty: 2983.929932
	Iteration 9Q: 3 clusters Score -1123364 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1123663.125000 Penalty: 2983.929932
	Iteration 10Q: 3 clusters Score -1123663 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1123839.250000 Penalty: 2983.929932
	Iteration 11Q: 3 clusters Score -1123839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1123929.625000 Penalty: 2983.929932
	Iteration 12Q: 3 clusters Score -1123930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1123987.250000 Penalty: 2983.929932
	Iteration 13Q: 3 clusters Score -1123987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1124012.750000 Penalty: 2983.929932
	Iteration 14Q: 3 clusters Score -1124013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1124030.250000 Penalty: 2983.929932
	Iteration 15Q: 3 clusters Score -1124030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1124046.750000 Penalty: 2983.929932
	Iteration 16Q: 3 clusters Score -1124047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1124063.625000 Penalty: 2983.929932
	Iteration 17Q: 3 clusters Score -1124064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1124076.250000 Penalty: 2983.929932
	Iteration 18Q: 3 clusters Score -1124076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1124088.750000 Penalty: 2983.929932
	Iteration 19Q: 3 clusters Score -1124089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1124097.000000 Penalty: 2983.929932
	Iteration 20F: 3 clusters Score -1124097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1124104.250000 Penalty: 2983.929932
	Iteration 21Q: 3 clusters Score -1124104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1124104.500000 Penalty: 2983.929932
	Iteration 22Q: 3 clusters Score -1124104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1124104.750000 Penalty: 2983.929932
	Iteration 23Q: 3 clusters Score -1124105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1124105.750000 Penalty: 2983.929932
	Iteration 24Q: 3 clusters Score -1124106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1124105.750000 Penalty: 2983.929932
	Iteration 25F: 3 clusters Score -1124106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Entering Unmasked Estep 
Score: -1333075.375000 Penalty: 1521.413696
	Iteration 0F: 2 clusters Score -1333075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1324941.625000 Penalty: 3042.827393
	Iteration 0F: 3 clusters Score -1324942 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1327527.250000 Penalty: 3042.827393
	Iteration 1F: 3 clusters Score -1327527 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1327811.375000 Penalty: 3042.827393
	Iteration 2F: 3 clusters Score -1327811 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1328074.875000 Penalty: 3042.827393
	Iteration 3F: 3 clusters Score -1328075 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1328356.750000 Penalty: 3042.827393
	Iteration 4Q: 3 clusters Score -1328357 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1328671.250000 Penalty: 3042.827393
	Iteration 5Q: 3 clusters Score -1328671 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1329025.500000 Penalty: 3042.827393
	Iteration 6F: 3 clusters Score -1329026 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1329430.625000 Penalty: 3042.827393
	Iteration 7F: 3 clusters Score -1329431 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1329948.250000 Penalty: 3042.827393
	Iteration 8F: 3 clusters Score -1329948 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1330475.875000 Penalty: 3042.827393
	Iteration 9F: 3 clusters Score -1330476 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1330881.125000 Penalty: 3042.827393
	Iteration 10Q: 3 clusters Score -1330881 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1331175.250000 Penalty: 3042.827393
	Iteration 11Q: 3 clusters Score -1331175 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1331353.250000 Penalty: 3042.827393
	Iteration 12Q: 3 clusters Score -1331353 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1331476.500000 Penalty: 3042.827393
	Iteration 13Q: 3 clusters Score -1331476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1331566.875000 Penalty: 3042.827393
	Iteration 14Q: 3 clusters Score -1331567 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1331633.625000 Penalty: 3042.827393
	Iteration 15Q: 3 clusters Score -1331634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1331680.000000 Penalty: 3042.827393
	Iteration 16Q: 3 clusters Score -1331680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1331717.000000 Penalty: 3042.827393
	Iteration 17Q: 3 clusters Score -1331717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1331745.875000 Penalty: 3042.827393
	Iteration 18Q: 3 clusters Score -1331746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1331764.375000 Penalty: 3042.827393
	Iteration 19Q: 3 clusters Score -1331764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1331777.375000 Penalty: 3042.827393
	Iteration 20F: 3 clusters Score -1331777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1331794.500000 Penalty: 3042.827393
	Iteration 21Q: 3 clusters Score -1331794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1331804.500000 Penalty: 3042.827393
	Iteration 22Q: 3 clusters Score -1331804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1331822.250000 Penalty: 3042.827393
	Iteration 23Q: 3 clusters Score -1331822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1331838.625000 Penalty: 3042.827393
	Iteration 24Q: 3 clusters Score -1331839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1331848.375000 Penalty: 3042.827393
	Iteration 25Q: 3 clusters Score -1331848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1331859.125000 Penalty: 3042.827393
	Iteration 26Q: 3 clusters Score -1331859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1331864.250000 Penalty: 3042.827393
	Iteration 27Q: 3 clusters Score -1331864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1331866.875000 Penalty: 3042.827393
	Iteration 28Q: 3 clusters Score -1331867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1331872.125000 Penalty: 3042.827393
	Iteration 29Q: 3 clusters Score -1331872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1331872.750000 Penalty: 3042.827393
	Iteration 30Q: 3 clusters Score -1331873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1331876.250000 Penalty: 3042.827393
	Iteration 31Q: 3 clusters Score -1331876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1331878.500000 Penalty: 3042.827393
	Iteration 32Q: 3 clusters Score -1331878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1331882.125000 Penalty: 3042.827393
	Iteration 33Q: 3 clusters Score -1331882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1331885.625000 Penalty: 3042.827393
	Iteration 34Q: 3 clusters Score -1331886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1331885.000000 Penalty: 3042.827393
	Iteration 35Q: 3 clusters Score -1331885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1331889.125000 Penalty: 3042.827393
	Iteration 36Q: 3 clusters Score -1331889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1331892.250000 Penalty: 3042.827393
	Iteration 37Q: 3 clusters Score -1331892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1331890.375000 Penalty: 3042.827393
	Iteration 38Q: 3 clusters Score -1331890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1331889.875000 Penalty: 3042.827393
	Iteration 39Q: 3 clusters Score -1331890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1331889.875000 Penalty: 3042.827393
	Iteration 40F: 3 clusters Score -1331890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -181054.890625 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -181054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179237.625000 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -179237.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -179573.453125 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -179573.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179692.984375 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -179693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179748.750000 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -179748.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179775.296875 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -179775.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -179790.500000 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -179790.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179802.875000 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -179802.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179810.656250 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -179810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179817.875000 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -179817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179824.093750 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -179824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179828.156250 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -179828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179831.468750 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -179831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179838.406250 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -179838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179841.812500 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -179841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179843.109375 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -179843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179845.000000 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -179845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179846.093750 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -179846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179847.390625 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -179847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179848.390625 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -179848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179848.765625 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -179848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179848.765625 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -179848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Entering Unmasked Estep 
Score: -4709333.500000 Penalty: 1726.898315
	Iteration 0F: 2 clusters Score -4709334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4681746.500000 Penalty: 3453.796631
	Iteration 0F: 3 clusters Score -4681746 nChanged 19235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4692478.500000 Penalty: 3453.796631
	Iteration 1F: 3 clusters Score -4692478 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4692984.000000 Penalty: 3453.796631
	Iteration 2Q: 3 clusters Score -4692984 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4693590.000000 Penalty: 3453.796631
	Iteration 3Q: 3 clusters Score -4693590 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4694411.000000 Penalty: 3453.796631
	Iteration 4Q: 3 clusters Score -4694411 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4695602.500000 Penalty: 3453.796631
	Iteration 5Q: 3 clusters Score -4695602 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4697292.000000 Penalty: 3453.796631
	Iteration 6F: 3 clusters Score -4697292 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4699371.000000 Penalty: 3453.796631
	Iteration 7F: 3 clusters Score -4699371 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4701206.000000 Penalty: 3453.796631
	Iteration 8F: 3 clusters Score -4701206 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4702124.500000 Penalty: 3453.796631
	Iteration 9Q: 3 clusters Score -4702124 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4702504.500000 Penalty: 3453.796631
	Iteration 10Q: 3 clusters Score -4702504 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4702747.000000 Penalty: 3453.796631
	Iteration 11Q: 3 clusters Score -4702747 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4702944.500000 Penalty: 3453.796631
	Iteration 12Q: 3 clusters Score -4702944 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4703082.000000 Penalty: 3453.796631
	Iteration 13Q: 3 clusters Score -4703082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4703215.500000 Penalty: 3453.796631
	Iteration 14Q: 3 clusters Score -4703216 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4703359.000000 Penalty: 3453.796631
	Iteration 15Q: 3 clusters Score -4703359 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4703496.000000 Penalty: 3453.796631
	Iteration 16Q: 3 clusters Score -4703496 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4703656.000000 Penalty: 3453.796631
	Iteration 17Q: 3 clusters Score -4703656 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4703829.000000 Penalty: 3453.796631
	Iteration 18Q: 3 clusters Score -4703829 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4703966.000000 Penalty: 3453.796631
	Iteration 19Q: 3 clusters Score -4703966 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4704075.500000 Penalty: 3453.796631
	Iteration 20F: 3 clusters Score -4704076 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4704207.500000 Penalty: 3453.796631
	Iteration 21Q: 3 clusters Score -4704208 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4704345.000000 Penalty: 3453.796631
	Iteration 22Q: 3 clusters Score -4704345 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4704506.000000 Penalty: 3453.796631
	Iteration 23Q: 3 clusters Score -4704506 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4704646.000000 Penalty: 3453.796631
	Iteration 24Q: 3 clusters Score -4704646 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4704775.000000 Penalty: 3453.796631
	Iteration 25Q: 3 clusters Score -4704775 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4704922.500000 Penalty: 3453.796631
	Iteration 26Q: 3 clusters Score -4704922 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4705113.000000 Penalty: 3453.796631
	Iteration 27Q: 3 clusters Score -4705113 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4705264.000000 Penalty: 3453.796631
	Iteration 28Q: 3 clusters Score -4705264 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4705371 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4705484 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -4705613.500000 Penalty: 3453.796631
	Iteration 31Q: 3 clusters Score -4705614 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -4705757.000000 Penalty: 3453.796631
	Iteration 32Q: 3 clusters Score -4705757 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4705896 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4706030.500000 Penalty: 3453.796631
	Iteration 34Q: 3 clusters Score -4706030 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4706174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4706300 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4706414 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4706524 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4706639 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4706738 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4706844 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4706955.500000 Penalty: 3453.796631
	Iteration 42Q: 3 clusters Score -4706956 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4707080 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4707194.000000 Penalty: 3453.796631
	Iteration 44Q: 3 clusters Score -4707194 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4707304.500000 Penalty: 3453.796631
	Iteration 45Q: 3 clusters Score -4707304 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4707367.000000 Penalty: 3453.796631
	Iteration 46Q: 3 clusters Score -4707367 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4707457.000000 Penalty: 3453.796631
	Iteration 47Q: 3 clusters Score -4707457 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4707544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4707616.000000 Penalty: 3453.796631
	Iteration 49Q: 3 clusters Score -4707616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4707682.500000 Penalty: 3453.796631
	Iteration 50Q: 3 clusters Score -4707682 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4707724.000000 Penalty: 3453.796631
	Iteration 51Q: 3 clusters Score -4707724 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4707780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4707819.000000 Penalty: 3453.796631
	Iteration 53Q: 3 clusters Score -4707819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4707860.500000 Penalty: 3453.796631
	Iteration 54Q: 3 clusters Score -4707860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4707896.500000 Penalty: 3453.796631
	Iteration 55Q: 3 clusters Score -4707896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4707930.500000 Penalty: 3453.796631
	Iteration 56Q: 3 clusters Score -4707930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4707961.500000 Penalty: 3453.796631
	Iteration 57Q: 3 clusters Score -4707962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4707973.500000 Penalty: 3453.796631
	Iteration 58Q: 3 clusters Score -4707974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4707988.500000 Penalty: 3453.796631
	Iteration 59Q: 3 clusters Score -4707988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4707990.000000 Penalty: 3453.796631
	Iteration 60F: 3 clusters Score -4707990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4708000.000000 Penalty: 3453.796631
	Iteration 61Q: 3 clusters Score -4708000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4708016.000000 Penalty: 3453.796631
	Iteration 62Q: 3 clusters Score -4708016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4708022.500000 Penalty: 3453.796631
	Iteration 63Q: 3 clusters Score -4708022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4708035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4708039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4708048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4708052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4708053.500000 Penalty: 3453.796631
	Iteration 68Q: 3 clusters Score -4708054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4708052.500000 Penalty: 3453.796631
	Iteration 69Q: 3 clusters Score -4708052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4708053.000000 Penalty: 3453.796631
	Iteration 70Q: 3 clusters Score -4708053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4708057.000000 Penalty: 3453.796631
	Iteration 71Q: 3 clusters Score -4708057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4708064.000000 Penalty: 3453.796631
	Iteration 72Q: 3 clusters Score -4708064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4708058.500000 Penalty: 3453.796631
	Iteration 73Q: 3 clusters Score -4708058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4708058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4708068.500000 Penalty: 3453.796631
	Iteration 75Q: 3 clusters Score -4708068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4708078.000000 Penalty: 3453.796631
	Iteration 76Q: 3 clusters Score -4708078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4708081.500000 Penalty: 3453.796631
	Iteration 77Q: 3 clusters Score -4708082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4708084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4708094.500000 Penalty: 3453.796631
	Iteration 79Q: 3 clusters Score -4708094 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4708094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4708094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4708103.000000 Penalty: 3453.796631
	Iteration 82Q: 3 clusters Score -4708103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4708105.500000 Penalty: 3453.796631
	Iteration 83Q: 3 clusters Score -4708106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4708103.000000 Penalty: 3453.796631
	Iteration 84Q: 3 clusters Score -4708103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4708110.500000 Penalty: 3453.796631
	Iteration 85Q: 3 clusters Score -4708110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4708113.000000 Penalty: 3453.796631
	Iteration 86Q: 3 clusters Score -4708113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4708119.000000 Penalty: 3453.796631
	Iteration 87Q: 3 clusters Score -4708119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4708117.000000 Penalty: 3453.796631
	Iteration 88Q: 3 clusters Score -4708117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4708119.500000 Penalty: 3453.796631
	Iteration 89Q: 3 clusters Score -4708120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4708118 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -4708118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87451 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9772368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9713983 nChanged 41591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9737782 nChanged 2619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9738348 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9738937 nChanged 2597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9739519 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -9740176.000000 Penalty: 3698.121094
	Iteration 5Q: 3 clusters Score -9740176 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -9740988.000000 Penalty: 3698.121094
	Iteration 6Q: 3 clusters Score -9740988 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -9741905.000000 Penalty: 3698.121094
	Iteration 7Q: 3 clusters Score -9741905 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9743113.000000 Penalty: 3698.121094
	Iteration 8Q: 3 clusters Score -9743113 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9744533.000000 Penalty: 3698.121094
	Iteration 9Q: 3 clusters Score -9744533 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9746411.000000 Penalty: 3698.121094
	Iteration 10Q: 3 clusters Score -9746411 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9748878 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9751530.000000 Penalty: 3698.121094
	Iteration 12F: 3 clusters Score -9751530 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -9753978.000000 Penalty: 3698.121094
	Iteration 13Q: 3 clusters Score -9753978 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9755617.000000 Penalty: 3698.121094
	Iteration 14Q: 3 clusters Score -9755617 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -9756599.000000 Penalty: 3698.121094
	Iteration 15Q: 3 clusters Score -9756599 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -9757206.000000 Penalty: 3698.121094
	Iteration 16Q: 3 clusters Score -9757206 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -9757718.000000 Penalty: 3698.121094
	Iteration 17Q: 3 clusters Score -9757718 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -9758167.000000 Penalty: 3698.121094
	Iteration 18Q: 3 clusters Score -9758167 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -9758683.000000 Penalty: 3698.121094
	Iteration 19Q: 3 clusters Score -9758683 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -9759323.000000 Penalty: 3698.121094
	Iteration 20F: 3 clusters Score -9759323 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -9759982.000000 Penalty: 3698.121094
	Iteration 21Q: 3 clusters Score -9759982 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -9760701.000000 Penalty: 3698.121094
	Iteration 22Q: 3 clusters Score -9760701 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -9761492.000000 Penalty: 3698.121094
	Iteration 23Q: 3 clusters Score -9761492 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -9762415.000000 Penalty: 3698.121094
	Iteration 24Q: 3 clusters Score -9762415 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -9763137.000000 Penalty: 3698.121094
	Iteration 25Q: 3 clusters Score -9763137 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -9763915.000000 Penalty: 3698.121094
	Iteration 26Q: 3 clusters Score -9763915 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9764617.000000 Penalty: 3698.121094
	Iteration 27Q: 3 clusters Score -9764617 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9765242 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9765742 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9766190 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9766549 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9766840 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -9767083.000000 Penalty: 3698.121094
	Iteration 33Q: 3 clusters Score -9767083 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9767317 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9767489 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9767628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9767810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9767966 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9768154.000000 Penalty: 3698.121094
	Iteration 39Q: 3 clusters Score -9768154 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9768308 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9768469 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9768540 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9768684 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9768780 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9768932 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -9769041.000000 Penalty: 3698.121094
	Iteration 46Q: 3 clusters Score -9769041 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -9769138.000000 Penalty: 3698.121094
	Iteration 47Q: 3 clusters Score -9769138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9769246 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -9769313.000000 Penalty: 3698.121094
	Iteration 49Q: 3 clusters Score -9769313 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -9769353.000000 Penalty: 3698.121094
	Iteration 50Q: 3 clusters Score -9769353 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9769435 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9769475 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9769573 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -9769618.000000 Penalty: 3698.121094
	Iteration 54Q: 3 clusters Score -9769618 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9769649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9769695 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9769709 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9769735 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9769797 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -9769823.000000 Penalty: 3698.121094
	Iteration 60F: 3 clusters Score -9769823 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9769853 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9769907 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9769935 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9769944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9769985 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -9770008.000000 Penalty: 3698.121094
	Iteration 66Q: 3 clusters Score -9770008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9770049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9770072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9770106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9770127 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9770149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -9770183.000000 Penalty: 3698.121094
	Iteration 72Q: 3 clusters Score -9770183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9770196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9770238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9770262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9770303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9770335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -9770337.000000 Penalty: 3698.121094
	Iteration 78Q: 3 clusters Score -9770337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -9770348.000000 Penalty: 3698.121094
	Iteration 79Q: 3 clusters Score -9770348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -9770380.000000 Penalty: 3698.121094
	Iteration 80F: 3 clusters Score -9770380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -9770408.000000 Penalty: 3698.121094
	Iteration 81Q: 3 clusters Score -9770408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -9770461.000000 Penalty: 3698.121094
	Iteration 82Q: 3 clusters Score -9770461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9770492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9770507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9770545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9770562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9770593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9770612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9770613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -9770631.000000 Penalty: 3698.121094
	Iteration 90Q: 3 clusters Score -9770631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -9770639.000000 Penalty: 3698.121094
	Iteration 91Q: 3 clusters Score -9770639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -9770636.000000 Penalty: 3698.121094
	Iteration 92Q: 3 clusters Score -9770636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9770631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9770640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -9770647.000000 Penalty: 3698.121094
	Iteration 95Q: 3 clusters Score -9770647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -9770642.000000 Penalty: 3698.121094
	Iteration 96Q: 3 clusters Score -9770642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9770652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9770658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9770680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -9770715.000000 Penalty: 3698.121094
	Iteration 100F: 3 clusters Score -9770715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9770705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9770735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -9770724.000000 Penalty: 3698.121094
	Iteration 103Q: 3 clusters Score -9770724 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9770736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9770738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9770733 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9770740 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9770758 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -9770759.000000 Penalty: 3698.121094
	Iteration 109Q: 3 clusters Score -9770759 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -9770755.000000 Penalty: 3698.121094
	Iteration 110Q: 3 clusters Score -9770755 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -9770750.000000 Penalty: 3698.121094
	Iteration 111Q: 3 clusters Score -9770750 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9770747 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9770746 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9770751 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9770771 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9770772 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9770773 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9770774 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9770775 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -9770768.000000 Penalty: 3698.121094
	Iteration 120F: 3 clusters Score -9770768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -9770768.000000 Penalty: 3698.121094
	Iteration 121Q: 3 clusters Score -9770768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -9770775.000000 Penalty: 3698.121094
	Iteration 122Q: 3 clusters Score -9770775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -9770777.000000 Penalty: 3698.121094
	Iteration 123Q: 3 clusters Score -9770777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -9770781.000000 Penalty: 3698.121094
	Iteration 124Q: 3 clusters Score -9770781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -9770781.000000 Penalty: 3698.121094
	Iteration 125Q: 3 clusters Score -9770781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -9770787.000000 Penalty: 3698.121094
	Iteration 126Q: 3 clusters Score -9770787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -9770782.000000 Penalty: 3698.121094
	Iteration 127Q: 3 clusters Score -9770782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -9770784.000000 Penalty: 3698.121094
	Iteration 128Q: 3 clusters Score -9770784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -9770784.000000 Penalty: 3698.121094
	Iteration 129F: 3 clusters Score -9770784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 159419 members 
Mstep: Class 4 contains 2643 members 
Mstep: Class 5 contains 146028 members 
Mstep: Class 6 contains 29622 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 67877 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 12 contains 15559 members 
Mstep: Class 13 contains 9714 members 
Mstep: Class 14 contains 11644 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 19 contains 41236 members 
Mstep: Class 21 contains 87451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742116.000000 Penalty: 34528.816406
Iteration 79Q: 17 clusters Score -6.474212e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 159370 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 145834 members 
Mstep: Class 6 contains 29583 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 8 contains 67885 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 12 contains 15689 members 
Mstep: Class 13 contains 9726 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 19 contains 41354 members 
Mstep: Class 21 contains 87458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742420.000000 Penalty: 34528.816406
Iteration 80F: 17 clusters Score -6.474242e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 159306 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 145638 members 
Mstep: Class 6 contains 29536 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 67890 members 
Mstep: Class 9 contains 199 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 12 contains 15847 members 
Mstep: Class 13 contains 9734 members 
Mstep: Class 14 contains 11670 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 19 contains 41479 members 
Mstep: Class 21 contains 87453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742964.000000 Penalty: 34528.816406
Iteration 81Q: 17 clusters Score -6.474296e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 159211 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 145453 members 
Mstep: Class 6 contains 29488 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 67890 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 1557 members 
Mstep: Class 12 contains 16023 members 
Mstep: Class 13 contains 9726 members 
Mstep: Class 14 contains 11672 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 19 contains 41628 members 
Mstep: Class 21 contains 87450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743096.000000 Penalty: 34528.816406
Iteration 82Q: 17 clusters Score -6.47431e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 159083 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 145320 members 
Mstep: Class 6 contains 29444 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 67875 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 12 contains 16233 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 11671 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 41756 members 
Mstep: Class 21 contains 87447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743272.000000 Penalty: 34528.816406
Iteration 83Q: 17 clusters Score -6.474327e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 158964 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 145199 members 
Mstep: Class 6 contains 29394 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 67864 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 12 contains 16446 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 11668 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 41884 members 
Mstep: Class 21 contains 87439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743416.000000 Penalty: 34528.816406
Iteration 84Q: 17 clusters Score -6.474342e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 158826 members 
Mstep: Class 4 contains 2674 members 
Mstep: Class 5 contains 145036 members 
Mstep: Class 6 contains 29356 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 67861 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1561 members 
Mstep: Class 12 contains 16682 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 11653 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 42023 members 
Mstep: Class 21 contains 87439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743544.000000 Penalty: 34528.816406
Iteration 85Q: 17 clusters Score -6.474354e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 158698 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 144887 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 67854 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1561 members 
Mstep: Class 12 contains 16920 members 
Mstep: Class 13 contains 9618 members 
Mstep: Class 14 contains 11630 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 19 contains 42159 members 
Mstep: Class 21 contains 87439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743544.000000 Penalty: 34528.816406
Iteration 86Q: 17 clusters Score -6.474354e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 158560 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 144756 members 
Mstep: Class 6 contains 29281 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 67852 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1563 members 
Mstep: Class 12 contains 17166 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 11611 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 42274 members 
Mstep: Class 21 contains 87434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743476.000000 Penalty: 34528.816406
Iteration 87Q: 17 clusters Score -6.474348e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 158386 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 144646 members 
Mstep: Class 6 contains 29241 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 67853 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 12 contains 17411 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 11599 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 42388 members 
Mstep: Class 21 contains 87430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743412.000000 Penalty: 34528.816406
Iteration 88Q: 17 clusters Score -6.474341e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 158225 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 144561 members 
Mstep: Class 6 contains 29198 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 67852 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 12 contains 17645 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 19 contains 42480 members 
Mstep: Class 21 contains 87430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743676.000000 Penalty: 34528.816406
Iteration 89Q: 17 clusters Score -6.474368e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 158011 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 144518 members 
Mstep: Class 6 contains 29164 members 
Mstep: Class 7 contains 820 members 
Mstep: Class 8 contains 67844 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1565 members 
Mstep: Class 12 contains 17891 members 
Mstep: Class 13 contains 9529 members 
Mstep: Class 14 contains 11574 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 19 contains 42580 members 
Mstep: Class 21 contains 87432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743748.000000 Penalty: 34528.816406
Iteration 90Q: 17 clusters Score -6.474375e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 157762 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 144520 members 
Mstep: Class 6 contains 29137 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 67837 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 12 contains 18135 members 
Mstep: Class 13 contains 9499 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 19 contains 42653 members 
Mstep: Class 21 contains 87434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743872.000000 Penalty: 34528.816406
Iteration 91Q: 17 clusters Score -6.474387e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 157516 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 144503 members 
Mstep: Class 6 contains 29097 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 67828 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 12 contains 18402 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 11568 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 19 contains 42724 members 
Mstep: Class 21 contains 87438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744148.000000 Penalty: 34528.816406
Iteration 92Q: 17 clusters Score -6.474415e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 157296 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 144549 members 
Mstep: Class 6 contains 29056 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 67821 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 12 contains 18615 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 42795 members 
Mstep: Class 21 contains 87436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744376.000000 Penalty: 34528.816406
Iteration 93Q: 17 clusters Score -6.474438e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 157113 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 144547 members 
Mstep: Class 6 contains 29002 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 67821 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 1575 members 
Mstep: Class 12 contains 18843 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 19 contains 42866 members 
Mstep: Class 21 contains 87442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744480.000000 Penalty: 34528.816406
Iteration 94Q: 17 clusters Score -6.474448e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 156930 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 144547 members 
Mstep: Class 6 contains 28955 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 67820 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 12 contains 19070 members 
Mstep: Class 13 contains 9283 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 19 contains 42945 members 
Mstep: Class 21 contains 87440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744484.000000 Penalty: 34528.816406
Iteration 95Q: 17 clusters Score -6.474448e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 156777 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 144565 members 
Mstep: Class 6 contains 28908 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 67823 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 12 contains 19299 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 42994 members 
Mstep: Class 21 contains 87439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744524.000000 Penalty: 34528.816406
Iteration 96Q: 17 clusters Score -6.474452e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 156649 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 144539 members 
Mstep: Class 6 contains 28873 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 67820 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43043 members 
Mstep: Class 21 contains 87438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744652.000000 Penalty: 34528.816406
Iteration 97Q: 17 clusters Score -6.474465e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 156510 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 144515 members 
Mstep: Class 6 contains 28843 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 67812 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 1582 members 
Mstep: Class 12 contains 19776 members 
Mstep: Class 13 contains 9016 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43093 members 
Mstep: Class 21 contains 87430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744660.000000 Penalty: 34528.816406
Iteration 98Q: 17 clusters Score -6.474466e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 156395 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 144493 members 
Mstep: Class 6 contains 28824 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 67803 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 1581 members 
Mstep: Class 12 contains 20010 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 43136 members 
Mstep: Class 21 contains 87428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744936.000000 Penalty: 34528.816406
Iteration 99Q: 17 clusters Score -6.474494e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 156315 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 144421 members 
Mstep: Class 6 contains 28806 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 67796 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 12 contains 20278 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 43193 members 
Mstep: Class 21 contains 87424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745076.000000 Penalty: 34528.816406
Iteration 100F: 17 clusters Score -6.474508e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 156243 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 144343 members 
Mstep: Class 6 contains 28780 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 67789 members 
Mstep: Class 9 contains 192 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 12 contains 20554 members 
Mstep: Class 13 contains 8621 members 
Mstep: Class 14 contains 11557 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 43251 members 
Mstep: Class 21 contains 87422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745208.000000 Penalty: 34528.816406
Iteration 101Q: 17 clusters Score -6.474521e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 156167 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 144286 members 
Mstep: Class 6 contains 28752 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 67789 members 
Mstep: Class 9 contains 183 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 43303 members 
Mstep: Class 21 contains 87409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745408.000000 Penalty: 34528.816406
Iteration 102Q: 17 clusters Score -6.474541e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 156086 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 144209 members 
Mstep: Class 6 contains 28733 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 67789 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 12 contains 21151 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 19 contains 43349 members 
Mstep: Class 21 contains 87394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745324.000000 Penalty: 34528.816406
Iteration 103Q: 17 clusters Score -6.474532e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 156024 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 144080 members 
Mstep: Class 6 contains 28724 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 67791 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 8168 members 
Mstep: Class 14 contains 11535 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 19 contains 43406 members 
Mstep: Class 21 contains 87382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745380.000000 Penalty: 34528.816406
Iteration 104Q: 17 clusters Score -6.474538e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156022 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 143909 members 
Mstep: Class 6 contains 28710 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 67792 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 7991 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 19 contains 43471 members 
Mstep: Class 21 contains 87375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745468.000000 Penalty: 34528.816406
Iteration 105Q: 17 clusters Score -6.474547e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 156030 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 143750 members 
Mstep: Class 6 contains 28697 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67799 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 12 contains 22094 members 
Mstep: Class 13 contains 7815 members 
Mstep: Class 14 contains 11514 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43534 members 
Mstep: Class 21 contains 87362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745452.000000 Penalty: 34528.816406
Iteration 106Q: 17 clusters Score -6.474545e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 156058 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 143548 members 
Mstep: Class 6 contains 28683 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67804 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 12 contains 22421 members 
Mstep: Class 13 contains 7625 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43609 members 
Mstep: Class 21 contains 87349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745780.000000 Penalty: 34528.816406
Iteration 107Q: 17 clusters Score -6.474578e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156083 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 143320 members 
Mstep: Class 6 contains 28668 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67801 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 12 contains 22767 members 
Mstep: Class 13 contains 7444 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 19 contains 43686 members 
Mstep: Class 21 contains 87334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745812.000000 Penalty: 34528.816406
Iteration 108Q: 17 clusters Score -6.474581e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156110 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 143105 members 
Mstep: Class 6 contains 28653 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67803 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 12 contains 23089 members 
Mstep: Class 13 contains 7260 members 
Mstep: Class 14 contains 11496 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 21 contains 87330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746072.000000 Penalty: 34528.816406
Iteration 109Q: 17 clusters Score -6.474607e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156132 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 142894 members 
Mstep: Class 6 contains 28634 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67800 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 12 contains 23399 members 
Mstep: Class 13 contains 7088 members 
Mstep: Class 14 contains 11501 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 19 contains 43836 members 
Mstep: Class 21 contains 87326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746160.000000 Penalty: 34528.816406
Iteration 110Q: 17 clusters Score -6.474616e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 156171 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 142691 members 
Mstep: Class 6 contains 28624 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67797 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 6926 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 21 contains 87306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746216.000000 Penalty: 34528.816406
Iteration 111Q: 17 clusters Score -6.474622e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 156236 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 142460 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67795 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 12 contains 23989 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 19 contains 43998 members 
Mstep: Class 21 contains 87287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746384.000000 Penalty: 34528.816406
Iteration 112Q: 17 clusters Score -6.474638e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156272 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 142236 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67794 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 12 contains 24304 members 
Mstep: Class 13 contains 6565 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 19 contains 44077 members 
Mstep: Class 21 contains 87265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746332.000000 Penalty: 34528.816406
Iteration 113Q: 17 clusters Score -6.474633e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 156251 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 142011 members 
Mstep: Class 6 contains 28597 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67797 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 12 contains 24660 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 11511 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 19 contains 44160 members 
Mstep: Class 21 contains 87243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746412.000000 Penalty: 34528.816406
Iteration 114Q: 17 clusters Score -6.474641e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 156265 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 141770 members 
Mstep: Class 6 contains 28587 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67804 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 12 contains 25023 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 11522 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 19 contains 44208 members 
Mstep: Class 21 contains 87233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746336.000000 Penalty: 34528.816406
Iteration 115Q: 17 clusters Score -6.474634e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 156295 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 141518 members 
Mstep: Class 6 contains 28577 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67807 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 12 contains 25384 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 19 contains 44259 members 
Mstep: Class 21 contains 87214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746520.000000 Penalty: 34528.816406
Iteration 116Q: 17 clusters Score -6.474652e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 156276 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 141299 members 
Mstep: Class 6 contains 28559 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67807 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 12 contains 25767 members 
Mstep: Class 13 contains 5868 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 19 contains 44310 members 
Mstep: Class 21 contains 87205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746544.000000 Penalty: 34528.816406
Iteration 117Q: 17 clusters Score -6.474654e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 156271 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 141083 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67805 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 12 contains 26151 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 11542 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 19 contains 44357 members 
Mstep: Class 21 contains 87201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746692.000000 Penalty: 34528.816406
Iteration 118Q: 17 clusters Score -6.474669e+07 nChanged 802
Entering ConstructFrom: 
Score: -64746692.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -597085.937500 Penalty: 1401.177979
	Iteration 0F: 2 clusters Score -597085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -592748.500000 Penalty: 2802.355957
	Iteration 0F: 3 clusters Score -592748.5 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -594116.937500 Penalty: 2802.355957
	Iteration 1F: 3 clusters Score -594116.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -594604.812500 Penalty: 2802.355957
	Iteration 2F: 3 clusters Score -594604.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -595244.437500 Penalty: 2802.355957
	Iteration 3F: 3 clusters Score -595244.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -595784.812500 Penalty: 2802.355957
	Iteration 4F: 3 clusters Score -595784.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -596199.125000 Penalty: 2802.355957
	Iteration 5F: 3 clusters Score -596199.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -596445.125000 Penalty: 2802.355957
	Iteration 6F: 3 clusters Score -596445.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -596579.187500 Penalty: 2802.355957
	Iteration 7Q: 3 clusters Score -596579.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -596643.625000 Penalty: 2802.355957
	Iteration 8Q: 3 clusters Score -596643.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -596694.187500 Penalty: 2802.355957
	Iteration 9Q: 3 clusters Score -596694.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -596717.937500 Penalty: 2802.355957
	Iteration 10Q: 3 clusters Score -596717.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -596737.062500 Penalty: 2802.355957
	Iteration 11Q: 3 clusters Score -596737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -596744.312500 Penalty: 2802.355957
	Iteration 12Q: 3 clusters Score -596744.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -596750.375000 Penalty: 2802.355957
	Iteration 13Q: 3 clusters Score -596750.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -596756.875000 Penalty: 2802.355957
	Iteration 14Q: 3 clusters Score -596756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -596761.000000 Penalty: 2802.355957
	Iteration 15Q: 3 clusters Score -596761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -596764.062500 Penalty: 2802.355957
	Iteration 16Q: 3 clusters Score -596764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -596766.875000 Penalty: 2802.355957
	Iteration 17Q: 3 clusters Score -596766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -596767.687500 Penalty: 2802.355957
	Iteration 18Q: 3 clusters Score -596767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -596767.562500 Penalty: 2802.355957
	Iteration 19Q: 3 clusters Score -596767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -596767.875000 Penalty: 2802.355957
	Iteration 20F: 3 clusters Score -596767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -596768.000000 Penalty: 2802.355957
	Iteration 21Q: 3 clusters Score -596768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -596770.000000 Penalty: 2802.355957
	Iteration 22Q: 3 clusters Score -596770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -596770.312500 Penalty: 2802.355957
	Iteration 23Q: 3 clusters Score -596770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -596769.000000 Penalty: 2802.355957
	Iteration 24Q: 3 clusters Score -596769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -596768.812500 Penalty: 2802.355957
	Iteration 25Q: 3 clusters Score -596768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -596769.437500 Penalty: 2802.355957
	Iteration 26Q: 3 clusters Score -596769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -596769.437500 Penalty: 2802.355957
	Iteration 27F: 3 clusters Score -596769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -500493.875000 Penalty: 1366.452637
	Iteration 0F: 2 clusters Score -500493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -496855.281250 Penalty: 2732.905273
	Iteration 0F: 3 clusters Score -496855.3 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -497810.000000 Penalty: 2732.905273
	Iteration 1F: 3 clusters Score -497810 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -497964.218750 Penalty: 2732.905273
	Iteration 2F: 3 clusters Score -497964.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -498066.968750 Penalty: 2732.905273
	Iteration 3Q: 3 clusters Score -498067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -498132.562500 Penalty: 2732.905273
	Iteration 4Q: 3 clusters Score -498132.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -498187.687500 Penalty: 2732.905273
	Iteration 5Q: 3 clusters Score -498187.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -498238.187500 Penalty: 2732.905273
	Iteration 6Q: 3 clusters Score -498238.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -498271.593750 Penalty: 2732.905273
	Iteration 7Q: 3 clusters Score -498271.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -498293.593750 Penalty: 2732.905273
	Iteration 8Q: 3 clusters Score -498293.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -498309.437500 Penalty: 2732.905273
	Iteration 9Q: 3 clusters Score -498309.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -498325.718750 Penalty: 2732.905273
	Iteration 10Q: 3 clusters Score -498325.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -498339.812500 Penalty: 2732.905273
	Iteration 11Q: 3 clusters Score -498339.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -498351.906250 Penalty: 2732.905273
	Iteration 12Q: 3 clusters Score -498351.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -498367.593750 Penalty: 2732.905273
	Iteration 13Q: 3 clusters Score -498367.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -498378.437500 Penalty: 2732.905273
	Iteration 14Q: 3 clusters Score -498378.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -498395.906250 Penalty: 2732.905273
	Iteration 15Q: 3 clusters Score -498395.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -498412.343750 Penalty: 2732.905273
	Iteration 16Q: 3 clusters Score -498412.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -498428.906250 Penalty: 2732.905273
	Iteration 17Q: 3 clusters Score -498428.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -498438.750000 Penalty: 2732.905273
	Iteration 18Q: 3 clusters Score -498438.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -498447.093750 Penalty: 2732.905273
	Iteration 19Q: 3 clusters Score -498447.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -498457.625000 Penalty: 2732.905273
	Iteration 20F: 3 clusters Score -498457.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498470.843750 Penalty: 2732.905273
	Iteration 21Q: 3 clusters Score -498470.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -498490.843750 Penalty: 2732.905273
	Iteration 22Q: 3 clusters Score -498490.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -498517.281250 Penalty: 2732.905273
	Iteration 23Q: 3 clusters Score -498517.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -498537.656250 Penalty: 2732.905273
	Iteration 24Q: 3 clusters Score -498537.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -498563.500000 Penalty: 2732.905273
	Iteration 25Q: 3 clusters Score -498563.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -498591.656250 Penalty: 2732.905273
	Iteration 26Q: 3 clusters Score -498591.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -498615.718750 Penalty: 2732.905273
	Iteration 27Q: 3 clusters Score -498615.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -498643.875000 Penalty: 2732.905273
	Iteration 28Q: 3 clusters Score -498643.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -498678.468750 Penalty: 2732.905273
	Iteration 29Q: 3 clusters Score -498678.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -498721.687500 Penalty: 2732.905273
	Iteration 30Q: 3 clusters Score -498721.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -498764.750000 Penalty: 2732.905273
	Iteration 31Q: 3 clusters Score -498764.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -498818.250000 Penalty: 2732.905273
	Iteration 32Q: 3 clusters Score -498818.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -498886.250000 Penalty: 2732.905273
	Iteration 33Q: 3 clusters Score -498886.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -498968.468750 Penalty: 2732.905273
	Iteration 34Q: 3 clusters Score -498968.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -499038.593750 Penalty: 2732.905273
	Iteration 35Q: 3 clusters Score -499038.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -499101.343750 Penalty: 2732.905273
	Iteration 36Q: 3 clusters Score -499101.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -499142.812500 Penalty: 2732.905273
	Iteration 37Q: 3 clusters Score -499142.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -499189.687500 Penalty: 2732.905273
	Iteration 38Q: 3 clusters Score -499189.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -499226.937500 Penalty: 2732.905273
	Iteration 39Q: 3 clusters Score -499226.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -499262.437500 Penalty: 2732.905273
	Iteration 40F: 3 clusters Score -499262.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -499294.062500 Penalty: 2732.905273
	Iteration 41Q: 3 clusters Score -499294.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -499310.406250 Penalty: 2732.905273
	Iteration 42Q: 3 clusters Score -499310.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -499324.656250 Penalty: 2732.905273
	Iteration 43Q: 3 clusters Score -499324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -499342.593750 Penalty: 2732.905273
	Iteration 44Q: 3 clusters Score -499342.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -499354.593750 Penalty: 2732.905273
	Iteration 45Q: 3 clusters Score -499354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -499368.656250 Penalty: 2732.905273
	Iteration 46Q: 3 clusters Score -499368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -499376.406250 Penalty: 2732.905273
	Iteration 47Q: 3 clusters Score -499376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -499379.343750 Penalty: 2732.905273
	Iteration 48Q: 3 clusters Score -499379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -499379.093750 Penalty: 2732.905273
	Iteration 49Q: 3 clusters Score -499379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -499379.093750 Penalty: 2732.905273
	Iteration 50F: 3 clusters Score -499379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Entering Unmasked Estep 
Score: -17541004.000000 Penalty: 1943.383423
	Iteration 0F: 2 clusters Score -1.7541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -17442664.000000 Penalty: 3886.766846
	Iteration 0F: 3 clusters Score -1.744266e+07 nChanged 75535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -17488472.000000 Penalty: 3886.766846
	Iteration 1F: 3 clusters Score -1.748847e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -17491006.000000 Penalty: 3886.766846
	Iteration 2Q: 3 clusters Score -1.749101e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -17494904.000000 Penalty: 3886.766846
	Iteration 3Q: 3 clusters Score -1.74949e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -17500146.000000 Penalty: 3886.766846
	Iteration 4F: 3 clusters Score -1.750015e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -17506984.000000 Penalty: 3886.766846
	Iteration 5F: 3 clusters Score -1.750698e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -17514262.000000 Penalty: 3886.766846
	Iteration 6F: 3 clusters Score -1.751426e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -17520882.000000 Penalty: 3886.766846
	Iteration 7F: 3 clusters Score -1.752088e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -17524908.000000 Penalty: 3886.766846
	Iteration 8F: 3 clusters Score -1.752491e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -17526628.000000 Penalty: 3886.766846
	Iteration 9Q: 3 clusters Score -1.752663e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -17527192.000000 Penalty: 3886.766846
	Iteration 10Q: 3 clusters Score -1.752719e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -17527434.000000 Penalty: 3886.766846
	Iteration 11Q: 3 clusters Score -1.752743e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -17527616.000000 Penalty: 3886.766846
	Iteration 12Q: 3 clusters Score -1.752762e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -17527860.000000 Penalty: 3886.766846
	Iteration 13Q: 3 clusters Score -1.752786e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -17528010.000000 Penalty: 3886.766846
	Iteration 14Q: 3 clusters Score -1.752801e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -17528134.000000 Penalty: 3886.766846
	Iteration 15Q: 3 clusters Score -1.752813e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -17528268.000000 Penalty: 3886.766846
	Iteration 16Q: 3 clusters Score -1.752827e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -17528426.000000 Penalty: 3886.766846
	Iteration 17Q: 3 clusters Score -1.752843e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -17528658.000000 Penalty: 3886.766846
	Iteration 18Q: 3 clusters Score -1.752866e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -17528694.000000 Penalty: 3886.766846
	Iteration 19Q: 3 clusters Score -1.752869e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -17528702.000000 Penalty: 3886.766846
	Iteration 20F: 3 clusters Score -1.75287e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -17528808.000000 Penalty: 3886.766846
	Iteration 21Q: 3 clusters Score -1.752881e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -17528946.000000 Penalty: 3886.766846
	Iteration 22Q: 3 clusters Score -1.752895e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -17528966.000000 Penalty: 3886.766846
	Iteration 23Q: 3 clusters Score -1.752897e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -17529046.000000 Penalty: 3886.766846
	Iteration 24Q: 3 clusters Score -1.752905e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -17529078.000000 Penalty: 3886.766846
	Iteration 25Q: 3 clusters Score -1.752908e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -17529180.000000 Penalty: 3886.766846
	Iteration 26Q: 3 clusters Score -1.752918e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -17529136.000000 Penalty: 3886.766846
	Iteration 27Q: 3 clusters Score -1.752914e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -17529168.000000 Penalty: 3886.766846
	Iteration 28Q: 3 clusters Score -1.752917e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -17529170.000000 Penalty: 3886.766846
	Iteration 29Q: 3 clusters Score -1.752917e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -17529086.000000 Penalty: 3886.766846
	Iteration 30Q: 3 clusters Score -1.752909e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -17529096.000000 Penalty: 3886.766846
	Iteration 31Q: 3 clusters Score -1.75291e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -17529124.000000 Penalty: 3886.766846
	Iteration 32Q: 3 clusters Score -1.752912e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -17529154.000000 Penalty: 3886.766846
	Iteration 33Q: 3 clusters Score -1.752915e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -17529178.000000 Penalty: 3886.766846
	Iteration 34Q: 3 clusters Score -1.752918e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -17529194.000000 Penalty: 3886.766846
	Iteration 35Q: 3 clusters Score -1.752919e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -17529200.000000 Penalty: 3886.766846
	Iteration 36Q: 3 clusters Score -1.75292e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -17529234.000000 Penalty: 3886.766846
	Iteration 37Q: 3 clusters Score -1.752923e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -17529242.000000 Penalty: 3886.766846
	Iteration 38Q: 3 clusters Score -1.752924e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -17529314.000000 Penalty: 3886.766846
	Iteration 39Q: 3 clusters Score -1.752931e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -17529336.000000 Penalty: 3886.766846
	Iteration 40F: 3 clusters Score -1.752934e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -17529402.000000 Penalty: 3886.766846
	Iteration 41Q: 3 clusters Score -1.75294e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -17529424.000000 Penalty: 3886.766846
	Iteration 42Q: 3 clusters Score -1.752942e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -17529460.000000 Penalty: 3886.766846
	Iteration 43Q: 3 clusters Score -1.752946e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -17529506.000000 Penalty: 3886.766846
	Iteration 44Q: 3 clusters Score -1.752951e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -17529510.000000 Penalty: 3886.766846
	Iteration 45Q: 3 clusters Score -1.752951e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -17529622.000000 Penalty: 3886.766846
	Iteration 46Q: 3 clusters Score -1.752962e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -17529690.000000 Penalty: 3886.766846
	Iteration 47Q: 3 clusters Score -1.752969e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -17529816.000000 Penalty: 3886.766846
	Iteration 48Q: 3 clusters Score -1.752982e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -17529970.000000 Penalty: 3886.766846
	Iteration 49Q: 3 clusters Score -1.752997e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -17530132.000000 Penalty: 3886.766846
	Iteration 50Q: 3 clusters Score -1.753013e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -17530308.000000 Penalty: 3886.766846
	Iteration 51Q: 3 clusters Score -1.753031e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -17530426.000000 Penalty: 3886.766846
	Iteration 52Q: 3 clusters Score -1.753043e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -17530558.000000 Penalty: 3886.766846
	Iteration 53Q: 3 clusters Score -1.753056e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -17530640.000000 Penalty: 3886.766846
	Iteration 54Q: 3 clusters Score -1.753064e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -17530784.000000 Penalty: 3886.766846
	Iteration 55Q: 3 clusters Score -1.753078e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -17531020.000000 Penalty: 3886.766846
	Iteration 56Q: 3 clusters Score -1.753102e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -17531232.000000 Penalty: 3886.766846
	Iteration 57Q: 3 clusters Score -1.753123e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -17531470.000000 Penalty: 3886.766846
	Iteration 58Q: 3 clusters Score -1.753147e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -17531678.000000 Penalty: 3886.766846
	Iteration 59Q: 3 clusters Score -1.753168e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -17531872.000000 Penalty: 3886.766846
	Iteration 60F: 3 clusters Score -1.753187e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -17532084.000000 Penalty: 3886.766846
	Iteration 61Q: 3 clusters Score -1.753208e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -17532290.000000 Penalty: 3886.766846
	Iteration 62Q: 3 clusters Score -1.753229e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -17532450.000000 Penalty: 3886.766846
	Iteration 63Q: 3 clusters Score -1.753245e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -17532562.000000 Penalty: 3886.766846
	Iteration 64Q: 3 clusters Score -1.753256e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -17532710.000000 Penalty: 3886.766846
	Iteration 65Q: 3 clusters Score -1.753271e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -17532794.000000 Penalty: 3886.766846
	Iteration 66Q: 3 clusters Score -1.753279e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -17532866.000000 Penalty: 3886.766846
	Iteration 67Q: 3 clusters Score -1.753287e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -17533032.000000 Penalty: 3886.766846
	Iteration 68Q: 3 clusters Score -1.753303e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -17533154.000000 Penalty: 3886.766846
	Iteration 69Q: 3 clusters Score -1.753315e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -17533252.000000 Penalty: 3886.766846
	Iteration 70Q: 3 clusters Score -1.753325e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -17533348.000000 Penalty: 3886.766846
	Iteration 71Q: 3 clusters Score -1.753335e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -17533502.000000 Penalty: 3886.766846
	Iteration 72Q: 3 clusters Score -1.75335e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -17533594.000000 Penalty: 3886.766846
	Iteration 73Q: 3 clusters Score -1.753359e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -17533734.000000 Penalty: 3886.766846
	Iteration 74Q: 3 clusters Score -1.753373e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -17533864.000000 Penalty: 3886.766846
	Iteration 75Q: 3 clusters Score -1.753386e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -17533980.000000 Penalty: 3886.766846
	Iteration 76Q: 3 clusters Score -1.753398e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -17534200.000000 Penalty: 3886.766846
	Iteration 77Q: 3 clusters Score -1.75342e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -17534354.000000 Penalty: 3886.766846
	Iteration 78Q: 3 clusters Score -1.753435e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -17534502.000000 Penalty: 3886.766846
	Iteration 79Q: 3 clusters Score -1.75345e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94789 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -17534650.000000 Penalty: 3886.766846
	Iteration 80F: 3 clusters Score -1.753465e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -17534832.000000 Penalty: 3886.766846
	Iteration 81Q: 3 clusters Score -1.753483e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -17535008.000000 Penalty: 3886.766846
	Iteration 82Q: 3 clusters Score -1.753501e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -17535232.000000 Penalty: 3886.766846
	Iteration 83Q: 3 clusters Score -1.753523e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -17535470.000000 Penalty: 3886.766846
	Iteration 84Q: 3 clusters Score -1.753547e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -17535622.000000 Penalty: 3886.766846
	Iteration 85Q: 3 clusters Score -1.753562e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -17535786.000000 Penalty: 3886.766846
	Iteration 86Q: 3 clusters Score -1.753579e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -17536062.000000 Penalty: 3886.766846
	Iteration 87Q: 3 clusters Score -1.753606e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -17536246.000000 Penalty: 3886.766846
	Iteration 88Q: 3 clusters Score -1.753625e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -17536462.000000 Penalty: 3886.766846
	Iteration 89Q: 3 clusters Score -1.753646e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -17536726.000000 Penalty: 3886.766846
	Iteration 90Q: 3 clusters Score -1.753673e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -17536946.000000 Penalty: 3886.766846
	Iteration 91Q: 3 clusters Score -1.753695e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -17537184.000000 Penalty: 3886.766846
	Iteration 92Q: 3 clusters Score -1.753718e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -17537412.000000 Penalty: 3886.766846
	Iteration 93Q: 3 clusters Score -1.753741e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -17537686.000000 Penalty: 3886.766846
	Iteration 94Q: 3 clusters Score -1.753769e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121694 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -17537924.000000 Penalty: 3886.766846
	Iteration 95Q: 3 clusters Score -1.753792e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -17538150.000000 Penalty: 3886.766846
	Iteration 96Q: 3 clusters Score -1.753815e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126228 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -17538502.000000 Penalty: 3886.766846
	Iteration 97Q: 3 clusters Score -1.75385e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128506 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -17538658.000000 Penalty: 3886.766846
	Iteration 98Q: 3 clusters Score -1.753866e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -17538896.000000 Penalty: 3886.766846
	Iteration 99Q: 3 clusters Score -1.75389e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -17539206.000000 Penalty: 3886.766846
	Iteration 100F: 3 clusters Score -1.753921e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -17539306.000000 Penalty: 3886.766846
	Iteration 101Q: 3 clusters Score -1.753931e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137080 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -17539522.000000 Penalty: 3886.766846
	Iteration 102Q: 3 clusters Score -1.753952e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -17539720.000000 Penalty: 3886.766846
	Iteration 103Q: 3 clusters Score -1.753972e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -17539894.000000 Penalty: 3886.766846
	Iteration 104Q: 3 clusters Score -1.753989e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -17540032.000000 Penalty: 3886.766846
	Iteration 105Q: 3 clusters Score -1.754003e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -17540210.000000 Penalty: 3886.766846
	Iteration 106Q: 3 clusters Score -1.754021e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -17540338.000000 Penalty: 3886.766846
	Iteration 107Q: 3 clusters Score -1.754034e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -17540382.000000 Penalty: 3886.766846
	Iteration 108Q: 3 clusters Score -1.754038e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -17540426.000000 Penalty: 3886.766846
	Iteration 109Q: 3 clusters Score -1.754043e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -17540382.000000 Penalty: 3886.766846
	Iteration 110Q: 3 clusters Score -1.754038e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -17540378.000000 Penalty: 3886.766846
	Iteration 111Q: 3 clusters Score -1.754038e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -17540324.000000 Penalty: 3886.766846
	Iteration 112Q: 3 clusters Score -1.754032e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -17540314.000000 Penalty: 3886.766846
	Iteration 113Q: 3 clusters Score -1.754031e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -17540364.000000 Penalty: 3886.766846
	Iteration 114Q: 3 clusters Score -1.754036e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -17540374.000000 Penalty: 3886.766846
	Iteration 115Q: 3 clusters Score -1.754037e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -17540414.000000 Penalty: 3886.766846
	Iteration 116Q: 3 clusters Score -1.754041e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152499 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -17540470.000000 Penalty: 3886.766846
	Iteration 117Q: 3 clusters Score -1.754047e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -17540482.000000 Penalty: 3886.766846
	Iteration 118Q: 3 clusters Score -1.754048e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -17540534.000000 Penalty: 3886.766846
	Iteration 119Q: 3 clusters Score -1.754053e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -17540572.000000 Penalty: 3886.766846
	Iteration 120F: 3 clusters Score -1.754057e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -17540580.000000 Penalty: 3886.766846
	Iteration 121Q: 3 clusters Score -1.754058e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -17540616.000000 Penalty: 3886.766846
	Iteration 122Q: 3 clusters Score -1.754062e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153157 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -17540666.000000 Penalty: 3886.766846
	Iteration 123Q: 3 clusters Score -1.754067e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -17540734.000000 Penalty: 3886.766846
	Iteration 124Q: 3 clusters Score -1.754073e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17540754.000000 Penalty: 3886.766846
	Iteration 125Q: 3 clusters Score -1.754075e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153145 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -17540770.000000 Penalty: 3886.766846
	Iteration 126Q: 3 clusters Score -1.754077e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -17540780.000000 Penalty: 3886.766846
	Iteration 127Q: 3 clusters Score -1.754078e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -17540816.000000 Penalty: 3886.766846
	Iteration 128Q: 3 clusters Score -1.754082e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -17540810.000000 Penalty: 3886.766846
	Iteration 129Q: 3 clusters Score -1.754081e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -17540836.000000 Penalty: 3886.766846
	Iteration 130Q: 3 clusters Score -1.754084e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17540840.000000 Penalty: 3886.766846
	Iteration 131Q: 3 clusters Score -1.754084e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17540814.000000 Penalty: 3886.766846
	Iteration 132Q: 3 clusters Score -1.754081e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152769 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -17540832.000000 Penalty: 3886.766846
	Iteration 133Q: 3 clusters Score -1.754083e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -17540844.000000 Penalty: 3886.766846
	Iteration 134Q: 3 clusters Score -1.754084e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -17540886.000000 Penalty: 3886.766846
	Iteration 135Q: 3 clusters Score -1.754089e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -17540916.000000 Penalty: 3886.766846
	Iteration 136Q: 3 clusters Score -1.754092e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -17540948.000000 Penalty: 3886.766846
	Iteration 137Q: 3 clusters Score -1.754095e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -17540938.000000 Penalty: 3886.766846
	Iteration 138Q: 3 clusters Score -1.754094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -17540918.000000 Penalty: 3886.766846
	Iteration 139Q: 3 clusters Score -1.754092e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -17540912.000000 Penalty: 3886.766846
	Iteration 140F: 3 clusters Score -1.754091e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -17540926.000000 Penalty: 3886.766846
	Iteration 141Q: 3 clusters Score -1.754093e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -17540934.000000 Penalty: 3886.766846
	Iteration 142Q: 3 clusters Score -1.754093e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -17540956.000000 Penalty: 3886.766846
	Iteration 143Q: 3 clusters Score -1.754096e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -17540988.000000 Penalty: 3886.766846
	Iteration 144Q: 3 clusters Score -1.754099e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151527 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -17541024.000000 Penalty: 3886.766846
	Iteration 145Q: 3 clusters Score -1.754102e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -17541046.000000 Penalty: 3886.766846
	Iteration 146Q: 3 clusters Score -1.754105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -17541054.000000 Penalty: 3886.766846
	Iteration 147Q: 3 clusters Score -1.754105e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -17541100.000000 Penalty: 3886.766846
	Iteration 148Q: 3 clusters Score -1.75411e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -17541132.000000 Penalty: 3886.766846
	Iteration 149Q: 3 clusters Score -1.754113e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -17541188.000000 Penalty: 3886.766846
	Iteration 150Q: 3 clusters Score -1.754119e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -17541234.000000 Penalty: 3886.766846
	Iteration 151Q: 3 clusters Score -1.754123e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -17541216.000000 Penalty: 3886.766846
	Iteration 152Q: 3 clusters Score -1.754122e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -17541250.000000 Penalty: 3886.766846
	Iteration 153Q: 3 clusters Score -1.754125e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.754129e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -17541330.000000 Penalty: 3886.766846
	Iteration 155Q: 3 clusters Score -1.754133e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -17541380.000000 Penalty: 3886.766846
	Iteration 156Q: 3 clusters Score -1.754138e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -17541400.000000 Penalty: 3886.766846
	Iteration 157Q: 3 clusters Score -1.75414e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -17541420.000000 Penalty: 3886.766846
	Iteration 158Q: 3 clusters Score -1.754142e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149071 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -17541424.000000 Penalty: 3886.766846
	Iteration 159Q: 3 clusters Score -1.754142e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -17541458.000000 Penalty: 3886.766846
	Iteration 160F: 3 clusters Score -1.754146e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.754151e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148584 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -17541512.000000 Penalty: 3886.766846
	Iteration 162Q: 3 clusters Score -1.754151e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148425 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.754151e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148283 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.754155e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.754161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -17541590.000000 Penalty: 3886.766846
	Iteration 166Q: 3 clusters Score -1.754159e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147914 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -17541636.000000 Penalty: 3886.766846
	Iteration 167Q: 3 clusters Score -1.754164e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -17541676.000000 Penalty: 3886.766846
	Iteration 168Q: 3 clusters Score -1.754168e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.754168e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -17541730.000000 Penalty: 3886.766846
	Iteration 170Q: 3 clusters Score -1.754173e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147442 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.754175e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -17541726.000000 Penalty: 3886.766846
	Iteration 172Q: 3 clusters Score -1.754173e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.754171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.754171e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.75417e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146960 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -17541704.000000 Penalty: 3886.766846
	Iteration 176Q: 3 clusters Score -1.75417e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.75417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146781 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.754173e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.754171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -17541720.000000 Penalty: 3886.766846
	Iteration 180F: 3 clusters Score -1.754172e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.754176e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 182Q: 3 clusters Score -1.75418e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -17541832.000000 Penalty: 3886.766846
	Iteration 183Q: 3 clusters Score -1.754183e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146320 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -17541844.000000 Penalty: 3886.766846
	Iteration 184Q: 3 clusters Score -1.754184e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.754185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -17541834.000000 Penalty: 3886.766846
	Iteration 186Q: 3 clusters Score -1.754183e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146061 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.754185e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -17541826.000000 Penalty: 3886.766846
	Iteration 188Q: 3 clusters Score -1.754183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.754181e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145884 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -17541814.000000 Penalty: 3886.766846
	Iteration 190Q: 3 clusters Score -1.754181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -17541824.000000 Penalty: 3886.766846
	Iteration 191Q: 3 clusters Score -1.754182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145775 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.754181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -17541828.000000 Penalty: 3886.766846
	Iteration 193Q: 3 clusters Score -1.754183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.754181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -17541808.000000 Penalty: 3886.766846
	Iteration 195Q: 3 clusters Score -1.754181e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 196Q: 3 clusters Score -1.754182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -17541810.000000 Penalty: 3886.766846
	Iteration 197Q: 3 clusters Score -1.754181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.754181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145500 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.75418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -17541814.000000 Penalty: 3886.766846
	Iteration 200F: 3 clusters Score -1.754181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -17541800.000000 Penalty: 3886.766846
	Iteration 201Q: 3 clusters Score -1.75418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -17541818.000000 Penalty: 3886.766846
	Iteration 202Q: 3 clusters Score -1.754182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -17541804.000000 Penalty: 3886.766846
	Iteration 203Q: 3 clusters Score -1.75418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.754181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.75418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145337 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.754181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -17541816.000000 Penalty: 3886.766846
	Iteration 207Q: 3 clusters Score -1.754182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -17541842.000000 Penalty: 3886.766846
	Iteration 208Q: 3 clusters Score -1.754184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -17541836.000000 Penalty: 3886.766846
	Iteration 209Q: 3 clusters Score -1.754184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -17541864.000000 Penalty: 3886.766846
	Iteration 210Q: 3 clusters Score -1.754186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -17541854.000000 Penalty: 3886.766846
	Iteration 211Q: 3 clusters Score -1.754185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -17541830.000000 Penalty: 3886.766846
	Iteration 212Q: 3 clusters Score -1.754183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -17541840.000000 Penalty: 3886.766846
	Iteration 213Q: 3 clusters Score -1.754184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.754185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.754183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145084 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.754183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -17541826.000000 Penalty: 3886.766846
	Iteration 217Q: 3 clusters Score -1.754183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.754183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.754185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.754185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -17541852.000000 Penalty: 3886.766846
	Iteration 221Q: 3 clusters Score -1.754185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.754185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.754185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.754185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -17541834.000000 Penalty: 3886.766846
	Iteration 225Q: 3 clusters Score -1.754183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -17541840.000000 Penalty: 3886.766846
	Iteration 226Q: 3 clusters Score -1.754184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 227Q: 3 clusters Score -1.754182e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -17541832.000000 Penalty: 3886.766846
	Iteration 228Q: 3 clusters Score -1.754183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -17541824.000000 Penalty: 3886.766846
	Iteration 229Q: 3 clusters Score -1.754182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.754183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.754185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.754185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -17541856.000000 Penalty: 3886.766846
	Iteration 233Q: 3 clusters Score -1.754186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -17541868.000000 Penalty: 3886.766846
	Iteration 234Q: 3 clusters Score -1.754187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -17541858.000000 Penalty: 3886.766846
	Iteration 235Q: 3 clusters Score -1.754186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144445 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -17541848.000000 Penalty: 3886.766846
	Iteration 236Q: 3 clusters Score -1.754185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144428 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -17541842.000000 Penalty: 3886.766846
	Iteration 237Q: 3 clusters Score -1.754184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -17541826.000000 Penalty: 3886.766846
	Iteration 238Q: 3 clusters Score -1.754183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -17541844.000000 Penalty: 3886.766846
	Iteration 239Q: 3 clusters Score -1.754184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -17541840.000000 Penalty: 3886.766846
	Iteration 240F: 3 clusters Score -1.754184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -17541838.000000 Penalty: 3886.766846
	Iteration 241Q: 3 clusters Score -1.754184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -17541838.000000 Penalty: 3886.766846
	Iteration 242Q: 3 clusters Score -1.754184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -17541830.000000 Penalty: 3886.766846
	Iteration 243Q: 3 clusters Score -1.754183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 244Q: 3 clusters Score -1.754182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -17541838.000000 Penalty: 3886.766846
	Iteration 245Q: 3 clusters Score -1.754184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -17541846.000000 Penalty: 3886.766846
	Iteration 246Q: 3 clusters Score -1.754185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -17541836.000000 Penalty: 3886.766846
	Iteration 247Q: 3 clusters Score -1.754184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144310 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -17541834.000000 Penalty: 3886.766846
	Iteration 248Q: 3 clusters Score -1.754183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 249Q: 3 clusters Score -1.754182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -17541830.000000 Penalty: 3886.766846
	Iteration 250Q: 3 clusters Score -1.754183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144295 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 251Q: 3 clusters Score -1.754182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 252Q: 3 clusters Score -1.754182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144281 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -17541828.000000 Penalty: 3886.766846
	Iteration 253Q: 3 clusters Score -1.754183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -17541818.000000 Penalty: 3886.766846
	Iteration 254Q: 3 clusters Score -1.754182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -17541832.000000 Penalty: 3886.766846
	Iteration 255Q: 3 clusters Score -1.754183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -17541832.000000 Penalty: 3886.766846
	Iteration 256Q: 3 clusters Score -1.754183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -17541836.000000 Penalty: 3886.766846
	Iteration 257Q: 3 clusters Score -1.754184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -17541842.000000 Penalty: 3886.766846
	Iteration 258Q: 3 clusters Score -1.754184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144237 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 259Q: 3 clusters Score -1.754182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 260F: 3 clusters Score -1.754182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144220 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -17541812.000000 Penalty: 3886.766846
	Iteration 261Q: 3 clusters Score -1.754181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144214 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 262Q: 3 clusters Score -1.754182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144208 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -17541808.000000 Penalty: 3886.766846
	Iteration 263Q: 3 clusters Score -1.754181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -17541816.000000 Penalty: 3886.766846
	Iteration 264Q: 3 clusters Score -1.754182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 265Q: 3 clusters Score -1.754182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -17541816.000000 Penalty: 3886.766846
	Iteration 266Q: 3 clusters Score -1.754182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144198 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -17541814.000000 Penalty: 3886.766846
	Iteration 267Q: 3 clusters Score -1.754181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -17541804.000000 Penalty: 3886.766846
	Iteration 268Q: 3 clusters Score -1.75418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -17541810.000000 Penalty: 3886.766846
	Iteration 269Q: 3 clusters Score -1.754181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 270Q: 3 clusters Score -1.754182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144158 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -17541804.000000 Penalty: 3886.766846
	Iteration 271Q: 3 clusters Score -1.75418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -17541800.000000 Penalty: 3886.766846
	Iteration 272Q: 3 clusters Score -1.75418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -17541810.000000 Penalty: 3886.766846
	Iteration 273Q: 3 clusters Score -1.754181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -17541824.000000 Penalty: 3886.766846
	Iteration 274Q: 3 clusters Score -1.754182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -17541808.000000 Penalty: 3886.766846
	Iteration 275Q: 3 clusters Score -1.754181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144085 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -17541806.000000 Penalty: 3886.766846
	Iteration 276Q: 3 clusters Score -1.754181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144065 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -17541800.000000 Penalty: 3886.766846
	Iteration 277Q: 3 clusters Score -1.75418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -17541800.000000 Penalty: 3886.766846
	Iteration 278Q: 3 clusters Score -1.75418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 279Q: 3 clusters Score -1.75418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144012 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 280F: 3 clusters Score -1.75418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -17541782.000000 Penalty: 3886.766846
	Iteration 281Q: 3 clusters Score -1.754178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143966 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -17541776.000000 Penalty: 3886.766846
	Iteration 282Q: 3 clusters Score -1.754178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143934 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -17541780.000000 Penalty: 3886.766846
	Iteration 283Q: 3 clusters Score -1.754178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -17541758.000000 Penalty: 3886.766846
	Iteration 284Q: 3 clusters Score -1.754176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143874 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -17541740.000000 Penalty: 3886.766846
	Iteration 285Q: 3 clusters Score -1.754174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -17541758.000000 Penalty: 3886.766846
	Iteration 286Q: 3 clusters Score -1.754176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -17541754.000000 Penalty: 3886.766846
	Iteration 287Q: 3 clusters Score -1.754175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -17541758.000000 Penalty: 3886.766846
	Iteration 288Q: 3 clusters Score -1.754176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -17541760.000000 Penalty: 3886.766846
	Iteration 289Q: 3 clusters Score -1.754176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -17541760.000000 Penalty: 3886.766846
	Iteration 290Q: 3 clusters Score -1.754176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -17541750.000000 Penalty: 3886.766846
	Iteration 291Q: 3 clusters Score -1.754175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143767 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -17541758.000000 Penalty: 3886.766846
	Iteration 292Q: 3 clusters Score -1.754176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -17541746.000000 Penalty: 3886.766846
	Iteration 293Q: 3 clusters Score -1.754175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -17541742.000000 Penalty: 3886.766846
	Iteration 294Q: 3 clusters Score -1.754174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -17541740.000000 Penalty: 3886.766846
	Iteration 295Q: 3 clusters Score -1.754174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -17541732.000000 Penalty: 3886.766846
	Iteration 296Q: 3 clusters Score -1.754173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143723 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -17541726.000000 Penalty: 3886.766846
	Iteration 297Q: 3 clusters Score -1.754173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -17541742.000000 Penalty: 3886.766846
	Iteration 298Q: 3 clusters Score -1.754174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -17541748.000000 Penalty: 3886.766846
	Iteration 299Q: 3 clusters Score -1.754175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143676 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -17541744.000000 Penalty: 3886.766846
	Iteration 300F: 3 clusters Score -1.754174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -17541746.000000 Penalty: 3886.766846
	Iteration 301Q: 3 clusters Score -1.754175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -17541760.000000 Penalty: 3886.766846
	Iteration 302Q: 3 clusters Score -1.754176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -17541758.000000 Penalty: 3886.766846
	Iteration 303Q: 3 clusters Score -1.754176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143601 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -17541762.000000 Penalty: 3886.766846
	Iteration 304Q: 3 clusters Score -1.754176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -17541766.000000 Penalty: 3886.766846
	Iteration 305Q: 3 clusters Score -1.754177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -17541780.000000 Penalty: 3886.766846
	Iteration 306Q: 3 clusters Score -1.754178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 307Q: 3 clusters Score -1.75418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143532 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 308Q: 3 clusters Score -1.75418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -17541800.000000 Penalty: 3886.766846
	Iteration 309Q: 3 clusters Score -1.75418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143486 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -17541796.000000 Penalty: 3886.766846
	Iteration 310Q: 3 clusters Score -1.75418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -17541802.000000 Penalty: 3886.766846
	Iteration 311Q: 3 clusters Score -1.75418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -17541804.000000 Penalty: 3886.766846
	Iteration 312Q: 3 clusters Score -1.75418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -17541816.000000 Penalty: 3886.766846
	Iteration 313Q: 3 clusters Score -1.754182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -17541812.000000 Penalty: 3886.766846
	Iteration 314Q: 3 clusters Score -1.754181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143403 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -17541820.000000 Penalty: 3886.766846
	Iteration 315Q: 3 clusters Score -1.754182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143372 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -17541804.000000 Penalty: 3886.766846
	Iteration 316Q: 3 clusters Score -1.75418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 317Q: 3 clusters Score -1.754182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143314 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -17541822.000000 Penalty: 3886.766846
	Iteration 318Q: 3 clusters Score -1.754182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -17541834.000000 Penalty: 3886.766846
	Iteration 319Q: 3 clusters Score -1.754183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -17541850.000000 Penalty: 3886.766846
	Iteration 320F: 3 clusters Score -1.754185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -17541864.000000 Penalty: 3886.766846
	Iteration 321Q: 3 clusters Score -1.754186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -17541892.000000 Penalty: 3886.766846
	Iteration 322Q: 3 clusters Score -1.754189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -17541890.000000 Penalty: 3886.766846
	Iteration 323Q: 3 clusters Score -1.754189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -17541908.000000 Penalty: 3886.766846
	Iteration 324Q: 3 clusters Score -1.754191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -17541914.000000 Penalty: 3886.766846
	Iteration 325Q: 3 clusters Score -1.754191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -17541904.000000 Penalty: 3886.766846
	Iteration 326Q: 3 clusters Score -1.75419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143080 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -17541916.000000 Penalty: 3886.766846
	Iteration 327Q: 3 clusters Score -1.754192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -17541926.000000 Penalty: 3886.766846
	Iteration 328Q: 3 clusters Score -1.754193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -17541926.000000 Penalty: 3886.766846
	Iteration 329Q: 3 clusters Score -1.754193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -17541924.000000 Penalty: 3886.766846
	Iteration 330Q: 3 clusters Score -1.754192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143003 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -17541914.000000 Penalty: 3886.766846
	Iteration 331Q: 3 clusters Score -1.754191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -17541908.000000 Penalty: 3886.766846
	Iteration 332Q: 3 clusters Score -1.754191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142961 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -17541924.000000 Penalty: 3886.766846
	Iteration 333Q: 3 clusters Score -1.754192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142944 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -17541934.000000 Penalty: 3886.766846
	Iteration 334Q: 3 clusters Score -1.754193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -17541920.000000 Penalty: 3886.766846
	Iteration 335Q: 3 clusters Score -1.754192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -17541922.000000 Penalty: 3886.766846
	Iteration 336Q: 3 clusters Score -1.754192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -17541924.000000 Penalty: 3886.766846
	Iteration 337Q: 3 clusters Score -1.754192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142874 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -17541930.000000 Penalty: 3886.766846
	Iteration 338Q: 3 clusters Score -1.754193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -17541926.000000 Penalty: 3886.766846
	Iteration 339Q: 3 clusters Score -1.754193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -17541930.000000 Penalty: 3886.766846
	Iteration 340F: 3 clusters Score -1.754193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -17541934.000000 Penalty: 3886.766846
	Iteration 341Q: 3 clusters Score -1.754193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -17541958.000000 Penalty: 3886.766846
	Iteration 342Q: 3 clusters Score -1.754196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -17541946.000000 Penalty: 3886.766846
	Iteration 343Q: 3 clusters Score -1.754195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -17541928.000000 Penalty: 3886.766846
	Iteration 344Q: 3 clusters Score -1.754193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -17541932.000000 Penalty: 3886.766846
	Iteration 345Q: 3 clusters Score -1.754193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -17541930.000000 Penalty: 3886.766846
	Iteration 346Q: 3 clusters Score -1.754193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -17541952.000000 Penalty: 3886.766846
	Iteration 347Q: 3 clusters Score -1.754195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -17541964.000000 Penalty: 3886.766846
	Iteration 348Q: 3 clusters Score -1.754196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142625 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -17541970.000000 Penalty: 3886.766846
	Iteration 349Q: 3 clusters Score -1.754197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -17541982.000000 Penalty: 3886.766846
	Iteration 350Q: 3 clusters Score -1.754198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -17541982.000000 Penalty: 3886.766846
	Iteration 351Q: 3 clusters Score -1.754198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142556 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -17541968.000000 Penalty: 3886.766846
	Iteration 352Q: 3 clusters Score -1.754197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142526 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -17541966.000000 Penalty: 3886.766846
	Iteration 353Q: 3 clusters Score -1.754197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3886.766846
	Iteration 354Q: 3 clusters Score -1.7542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -17541994.000000 Penalty: 3886.766846
	Iteration 355Q: 3 clusters Score -1.754199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -17541968.000000 Penalty: 3886.766846
	Iteration 356Q: 3 clusters Score -1.754197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -17541982.000000 Penalty: 3886.766846
	Iteration 357Q: 3 clusters Score -1.754198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -17541992.000000 Penalty: 3886.766846
	Iteration 358Q: 3 clusters Score -1.754199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -17541978.000000 Penalty: 3886.766846
	Iteration 359Q: 3 clusters Score -1.754198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -17541966.000000 Penalty: 3886.766846
	Iteration 360F: 3 clusters Score -1.754197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -17541986.000000 Penalty: 3886.766846
	Iteration 361Q: 3 clusters Score -1.754199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142318 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -17541976.000000 Penalty: 3886.766846
	Iteration 362Q: 3 clusters Score -1.754198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -17541966.000000 Penalty: 3886.766846
	Iteration 363Q: 3 clusters Score -1.754197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -17541986.000000 Penalty: 3886.766846
	Iteration 364Q: 3 clusters Score -1.754199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -17541996.000000 Penalty: 3886.766846
	Iteration 365Q: 3 clusters Score -1.7542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -17542010.000000 Penalty: 3886.766846
	Iteration 366Q: 3 clusters Score -1.754201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142175 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -17542006.000000 Penalty: 3886.766846
	Iteration 367Q: 3 clusters Score -1.754201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -17542006.000000 Penalty: 3886.766846
	Iteration 368Q: 3 clusters Score -1.754201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142136 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -17542020.000000 Penalty: 3886.766846
	Iteration 369Q: 3 clusters Score -1.754202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142113 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -17542016.000000 Penalty: 3886.766846
	Iteration 370Q: 3 clusters Score -1.754202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -17542000.000000 Penalty: 3886.766846
	Iteration 371Q: 3 clusters Score -1.7542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3886.766846
	Iteration 372Q: 3 clusters Score -1.7542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142072 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -17541994.000000 Penalty: 3886.766846
	Iteration 373Q: 3 clusters Score -1.754199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -17541996.000000 Penalty: 3886.766846
	Iteration 374Q: 3 clusters Score -1.7542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -17542014.000000 Penalty: 3886.766846
	Iteration 375Q: 3 clusters Score -1.754201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3886.766846
	Iteration 376Q: 3 clusters Score -1.7542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 377Q: 3 clusters Score -1.754201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -17542000.000000 Penalty: 3886.766846
	Iteration 378Q: 3 clusters Score -1.7542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -17541994.000000 Penalty: 3886.766846
	Iteration 379Q: 3 clusters Score -1.754199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142002 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -17541994.000000 Penalty: 3886.766846
	Iteration 380F: 3 clusters Score -1.754199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -17541982.000000 Penalty: 3886.766846
	Iteration 381Q: 3 clusters Score -1.754198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -17541996.000000 Penalty: 3886.766846
	Iteration 382Q: 3 clusters Score -1.7542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141976 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 383Q: 3 clusters Score -1.754201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -17542004.000000 Penalty: 3886.766846
	Iteration 384Q: 3 clusters Score -1.7542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141971 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -17542004.000000 Penalty: 3886.766846
	Iteration 385Q: 3 clusters Score -1.7542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141965 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -17542010.000000 Penalty: 3886.766846
	Iteration 386Q: 3 clusters Score -1.754201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -17542012.000000 Penalty: 3886.766846
	Iteration 387Q: 3 clusters Score -1.754201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -17542026.000000 Penalty: 3886.766846
	Iteration 388Q: 3 clusters Score -1.754203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141950 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 389Q: 3 clusters Score -1.754202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141944 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 390Q: 3 clusters Score -1.754201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -17542010.000000 Penalty: 3886.766846
	Iteration 391Q: 3 clusters Score -1.754201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141935 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -17542010.000000 Penalty: 3886.766846
	Iteration 392Q: 3 clusters Score -1.754201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 393Q: 3 clusters Score -1.754202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -17542016.000000 Penalty: 3886.766846
	Iteration 394Q: 3 clusters Score -1.754202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 395Q: 3 clusters Score -1.754202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -17542024.000000 Penalty: 3886.766846
	Iteration 396Q: 3 clusters Score -1.754202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -17542016.000000 Penalty: 3886.766846
	Iteration 397Q: 3 clusters Score -1.754202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 398Q: 3 clusters Score -1.754201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -17542024.000000 Penalty: 3886.766846
	Iteration 399Q: 3 clusters Score -1.754202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 400F: 3 clusters Score -1.754202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -17542036.000000 Penalty: 3886.766846
	Iteration 401Q: 3 clusters Score -1.754204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 402Q: 3 clusters Score -1.754204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 403Q: 3 clusters Score -1.754204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -17542032.000000 Penalty: 3886.766846
	Iteration 404Q: 3 clusters Score -1.754203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -17542024.000000 Penalty: 3886.766846
	Iteration 405Q: 3 clusters Score -1.754202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 406Q: 3 clusters Score -1.754202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141817 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 407Q: 3 clusters Score -1.754202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -17542014.000000 Penalty: 3886.766846
	Iteration 408Q: 3 clusters Score -1.754201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141797 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 409Q: 3 clusters Score -1.754201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -17542008.000000 Penalty: 3886.766846
	Iteration 410Q: 3 clusters Score -1.754201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141787 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -17542000.000000 Penalty: 3886.766846
	Iteration 411Q: 3 clusters Score -1.7542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141785 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3886.766846
	Iteration 412Q: 3 clusters Score -1.7542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3886.766846
	Iteration 413Q: 3 clusters Score -1.7542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -17542004.000000 Penalty: 3886.766846
	Iteration 414Q: 3 clusters Score -1.7542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -17542006.000000 Penalty: 3886.766846
	Iteration 415Q: 3 clusters Score -1.754201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141770 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -17542018.000000 Penalty: 3886.766846
	Iteration 416Q: 3 clusters Score -1.754202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -17542014.000000 Penalty: 3886.766846
	Iteration 417Q: 3 clusters Score -1.754201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -17542018.000000 Penalty: 3886.766846
	Iteration 418Q: 3 clusters Score -1.754202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141750 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -17542026.000000 Penalty: 3886.766846
	Iteration 419Q: 3 clusters Score -1.754203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -17542022.000000 Penalty: 3886.766846
	Iteration 420F: 3 clusters Score -1.754202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141735 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -17542018.000000 Penalty: 3886.766846
	Iteration 421Q: 3 clusters Score -1.754202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -17542012.000000 Penalty: 3886.766846
	Iteration 422Q: 3 clusters Score -1.754201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -17542030.000000 Penalty: 3886.766846
	Iteration 423Q: 3 clusters Score -1.754203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -17542028.000000 Penalty: 3886.766846
	Iteration 424Q: 3 clusters Score -1.754203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -17542024.000000 Penalty: 3886.766846
	Iteration 425Q: 3 clusters Score -1.754202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 426Q: 3 clusters Score -1.754204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 427Q: 3 clusters Score -1.754204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -17542040.000000 Penalty: 3886.766846
	Iteration 428Q: 3 clusters Score -1.754204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 429Q: 3 clusters Score -1.754204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -17542042.000000 Penalty: 3886.766846
	Iteration 430F: 3 clusters Score -1.754204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 141696 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 140851 members 
Mstep: Class 6 contains 28524 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67807 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 14565 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 19 contains 44412 members 
Mstep: Class 21 contains 87189 members 
Entering Unmasked Estep 
Score: -64747584.000000 Penalty: 36686.867188
Splitting cluster 3 changes total score from -64746692.000000 to -64747584.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -283446.812500 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -283446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -280940.000000 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -280940 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -281681.531250 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -281681.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -281874.593750 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -281874.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282006.437500 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -282006.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -282123.281250 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -282123.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -282237.343750 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -282237.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -282339.593750 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -282339.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -282417.437500 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -282417.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -282479.625000 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -282479.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -282524.343750 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -282524.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -282554.781250 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -282554.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -282598.906250 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -282598.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -282642.937500 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -282642.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -282685.750000 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -282685.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -282721.875000 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -282721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -282746.562500 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -282746.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -282773.187500 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -282773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -282789.687500 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -282789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -282800.718750 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -282800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -282807.312500 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -282807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -282816.531250 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -282816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -282822.437500 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -282822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -282830.406250 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -282830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -282841.718750 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -282841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -282848.875000 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -282848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -282865.312500 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -282865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -282873.968750 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -282874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -282876.250000 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -282876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -282876.250000 Penalty: 2568.908936
	Iteration 28F: 3 clusters Score -282876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (140851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140851 members 
Entering Unmasked Estep 
Score: -15859775.000000 Penalty: 1926.511963
	Iteration 0F: 2 clusters Score -1.585978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -15768142.000000 Penalty: 3853.023926
	Iteration 0F: 3 clusters Score -1.576814e+07 nChanged 67837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -15808151.000000 Penalty: 3853.023926
	Iteration 1F: 3 clusters Score -1.580815e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -15809481.000000 Penalty: 3853.023926
	Iteration 2Q: 3 clusters Score -1.580948e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -15811572.000000 Penalty: 3853.023926
	Iteration 3Q: 3 clusters Score -1.581157e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -15814774.000000 Penalty: 3853.023926
	Iteration 4Q: 3 clusters Score -1.581477e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -15819513.000000 Penalty: 3853.023926
	Iteration 5F: 3 clusters Score -1.581951e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -15826421.000000 Penalty: 3853.023926
	Iteration 6F: 3 clusters Score -1.582642e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -15834713.000000 Penalty: 3853.023926
	Iteration 7F: 3 clusters Score -1.583471e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 100855 members 
Entering Unmasked Estep 
Score: -15841530.000000 Penalty: 3853.023926
	Iteration 8F: 3 clusters Score -1.584153e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -15845407.000000 Penalty: 3853.023926
	Iteration 9Q: 3 clusters Score -1.584541e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -15847474.000000 Penalty: 3853.023926
	Iteration 10Q: 3 clusters Score -1.584747e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -15849186.000000 Penalty: 3853.023926
	Iteration 11Q: 3 clusters Score -1.584919e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -15850716.000000 Penalty: 3853.023926
	Iteration 12Q: 3 clusters Score -1.585072e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -15852249.000000 Penalty: 3853.023926
	Iteration 13Q: 3 clusters Score -1.585225e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -15853568.000000 Penalty: 3853.023926
	Iteration 14Q: 3 clusters Score -1.585357e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -15854637.000000 Penalty: 3853.023926
	Iteration 15Q: 3 clusters Score -1.585464e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -15855347.000000 Penalty: 3853.023926
	Iteration 16Q: 3 clusters Score -1.585535e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 129143 members 
Entering Unmasked Estep 
Score: -15855871.000000 Penalty: 3853.023926
	Iteration 17Q: 3 clusters Score -1.585587e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 130487 members 
Entering Unmasked Estep 
Score: -15856214.000000 Penalty: 3853.023926
	Iteration 18Q: 3 clusters Score -1.585621e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -15856554.000000 Penalty: 3853.023926
	Iteration 19Q: 3 clusters Score -1.585655e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -15856807.000000 Penalty: 3853.023926
	Iteration 20F: 3 clusters Score -1.585681e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -15857113.000000 Penalty: 3853.023926
	Iteration 21Q: 3 clusters Score -1.585711e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -15857411.000000 Penalty: 3853.023926
	Iteration 22Q: 3 clusters Score -1.585741e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -15857484.000000 Penalty: 3853.023926
	Iteration 23Q: 3 clusters Score -1.585748e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -15857592.000000 Penalty: 3853.023926
	Iteration 24Q: 3 clusters Score -1.585759e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -15857673.000000 Penalty: 3853.023926
	Iteration 25Q: 3 clusters Score -1.585767e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 136605 members 
Entering Unmasked Estep 
Score: -15857777.000000 Penalty: 3853.023926
	Iteration 26Q: 3 clusters Score -1.585778e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 137033 members 
Entering Unmasked Estep 
Score: -15857843.000000 Penalty: 3853.023926
	Iteration 27Q: 3 clusters Score -1.585784e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 137376 members 
Entering Unmasked Estep 
Score: -15857910.000000 Penalty: 3853.023926
	Iteration 28Q: 3 clusters Score -1.585791e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -15857973.000000 Penalty: 3853.023926
	Iteration 29Q: 3 clusters Score -1.585797e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 137968 members 
Entering Unmasked Estep 
Score: -15858050.000000 Penalty: 3853.023926
	Iteration 30Q: 3 clusters Score -1.585805e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 138227 members 
Entering Unmasked Estep 
Score: -15858070.000000 Penalty: 3853.023926
	Iteration 31Q: 3 clusters Score -1.585807e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 138450 members 
Entering Unmasked Estep 
Score: -15858093.000000 Penalty: 3853.023926
	Iteration 32Q: 3 clusters Score -1.585809e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -15858101.000000 Penalty: 3853.023926
	Iteration 33Q: 3 clusters Score -1.58581e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -15858162.000000 Penalty: 3853.023926
	Iteration 34Q: 3 clusters Score -1.585816e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -15858183.000000 Penalty: 3853.023926
	Iteration 35Q: 3 clusters Score -1.585818e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 139097 members 
Entering Unmasked Estep 
Score: -15858183.000000 Penalty: 3853.023926
	Iteration 36Q: 3 clusters Score -1.585818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -15858209.000000 Penalty: 3853.023926
	Iteration 37Q: 3 clusters Score -1.585821e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -15858236.000000 Penalty: 3853.023926
	Iteration 38Q: 3 clusters Score -1.585824e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -15858213.000000 Penalty: 3853.023926
	Iteration 39Q: 3 clusters Score -1.585821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -15858217.000000 Penalty: 3853.023926
	Iteration 40F: 3 clusters Score -1.585822e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 139489 members 
Entering Unmasked Estep 
Score: -15858213.000000 Penalty: 3853.023926
	Iteration 41Q: 3 clusters Score -1.585821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 139529 members 
Entering Unmasked Estep 
Score: -15858221.000000 Penalty: 3853.023926
	Iteration 42Q: 3 clusters Score -1.585822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -15858251.000000 Penalty: 3853.023926
	Iteration 43Q: 3 clusters Score -1.585825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -15858239.000000 Penalty: 3853.023926
	Iteration 44Q: 3 clusters Score -1.585824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -15858260.000000 Penalty: 3853.023926
	Iteration 45Q: 3 clusters Score -1.585826e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -15858250.000000 Penalty: 3853.023926
	Iteration 46Q: 3 clusters Score -1.585825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 139710 members 
Entering Unmasked Estep 
Score: -15858281.000000 Penalty: 3853.023926
	Iteration 47Q: 3 clusters Score -1.585828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -15858281.000000 Penalty: 3853.023926
	Iteration 48Q: 3 clusters Score -1.585828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -15858288.000000 Penalty: 3853.023926
	Iteration 49Q: 3 clusters Score -1.585829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 139793 members 
Entering Unmasked Estep 
Score: -15858281.000000 Penalty: 3853.023926
	Iteration 50Q: 3 clusters Score -1.585828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -15858279.000000 Penalty: 3853.023926
	Iteration 51Q: 3 clusters Score -1.585828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -15858299.000000 Penalty: 3853.023926
	Iteration 52Q: 3 clusters Score -1.58583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -15858299.000000 Penalty: 3853.023926
	Iteration 53Q: 3 clusters Score -1.58583e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -15858315.000000 Penalty: 3853.023926
	Iteration 54Q: 3 clusters Score -1.585832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 139946 members 
Entering Unmasked Estep 
Score: -15858300.000000 Penalty: 3853.023926
	Iteration 55Q: 3 clusters Score -1.58583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 139959 members 
Entering Unmasked Estep 
Score: -15858327.000000 Penalty: 3853.023926
	Iteration 56Q: 3 clusters Score -1.585833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -15858320.000000 Penalty: 3853.023926
	Iteration 57Q: 3 clusters Score -1.585832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -15858305.000000 Penalty: 3853.023926
	Iteration 58Q: 3 clusters Score -1.58583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -15858302.000000 Penalty: 3853.023926
	Iteration 59Q: 3 clusters Score -1.58583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -15858303.000000 Penalty: 3853.023926
	Iteration 60F: 3 clusters Score -1.58583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -15858308.000000 Penalty: 3853.023926
	Iteration 61Q: 3 clusters Score -1.585831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -15858312.000000 Penalty: 3853.023926
	Iteration 62Q: 3 clusters Score -1.585831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -15858312.000000 Penalty: 3853.023926
	Iteration 63Q: 3 clusters Score -1.585831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -15858310.000000 Penalty: 3853.023926
	Iteration 64Q: 3 clusters Score -1.585831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -15858307.000000 Penalty: 3853.023926
	Iteration 65Q: 3 clusters Score -1.585831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -15858303.000000 Penalty: 3853.023926
	Iteration 66Q: 3 clusters Score -1.58583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -15858301.000000 Penalty: 3853.023926
	Iteration 67Q: 3 clusters Score -1.58583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -15858305.000000 Penalty: 3853.023926
	Iteration 68Q: 3 clusters Score -1.58583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -15858305.000000 Penalty: 3853.023926
	Iteration 69F: 3 clusters Score -1.58583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Entering Unmasked Estep 
Score: -3148587.750000 Penalty: 1667.006470
	Iteration 0F: 2 clusters Score -3148588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3129313.750000 Penalty: 3334.012939
	Iteration 0F: 3 clusters Score -3129314 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3136617.750000 Penalty: 3334.012939
	Iteration 1F: 3 clusters Score -3136618 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3137001.500000 Penalty: 3334.012939
	Iteration 2Q: 3 clusters Score -3137002 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3137416.750000 Penalty: 3334.012939
	Iteration 3Q: 3 clusters Score -3137417 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3137989.000000 Penalty: 3334.012939
	Iteration 4Q: 3 clusters Score -3137989 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3138858.000000 Penalty: 3334.012939
	Iteration 5F: 3 clusters Score -3138858 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3140130.250000 Penalty: 3334.012939
	Iteration 6F: 3 clusters Score -3140130 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3141881.000000 Penalty: 3334.012939
	Iteration 7F: 3 clusters Score -3141881 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3143873.250000 Penalty: 3334.012939
	Iteration 8F: 3 clusters Score -3143873 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3145453.750000 Penalty: 3334.012939
	Iteration 9F: 3 clusters Score -3145454 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3146343.250000 Penalty: 3334.012939
	Iteration 10Q: 3 clusters Score -3146343 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3146717.000000 Penalty: 3334.012939
	Iteration 11Q: 3 clusters Score -3146717 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3146911.500000 Penalty: 3334.012939
	Iteration 12Q: 3 clusters Score -3146912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3147013.500000 Penalty: 3334.012939
	Iteration 13Q: 3 clusters Score -3147014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3147060.750000 Penalty: 3334.012939
	Iteration 14Q: 3 clusters Score -3147061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3147097.250000 Penalty: 3334.012939
	Iteration 15Q: 3 clusters Score -3147097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3147105.000000 Penalty: 3334.012939
	Iteration 16Q: 3 clusters Score -3147105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3147120.500000 Penalty: 3334.012939
	Iteration 17Q: 3 clusters Score -3147120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3147133.000000 Penalty: 3334.012939
	Iteration 18Q: 3 clusters Score -3147133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3147135.750000 Penalty: 3334.012939
	Iteration 19Q: 3 clusters Score -3147136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3147145.000000 Penalty: 3334.012939
	Iteration 20F: 3 clusters Score -3147145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3147153.750000 Penalty: 3334.012939
	Iteration 21Q: 3 clusters Score -3147154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3147161.250000 Penalty: 3334.012939
	Iteration 22Q: 3 clusters Score -3147161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3147170.750000 Penalty: 3334.012939
	Iteration 23Q: 3 clusters Score -3147171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3147171.250000 Penalty: 3334.012939
	Iteration 24Q: 3 clusters Score -3147171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3147171.250000 Penalty: 3334.012939
	Iteration 25F: 3 clusters Score -3147171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -84728.523438 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -84728.52 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 363 members 
Entering Unmasked Estep 
Score: -83449.078125 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -83449.08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83639.710938 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -83639.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83693.429688 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -83693.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83712.718750 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -83712.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83728.367188 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -83728.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83734.421875 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -83734.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83739.953125 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -83739.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83743.445312 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -83743.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83745.476562 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -83745.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83745.851562 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -83745.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83747.859375 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -83747.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83747.859375 Penalty: 2165.102783
	Iteration 11F: 3 clusters Score -83747.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Entering Unmasked Estep 
Score: -7716927.000000 Penalty: 1807.718384
	Iteration 0F: 2 clusters Score -7716927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -7671650.500000 Penalty: 3615.436768
	Iteration 0F: 3 clusters Score -7671650 nChanged 32072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -7689667.500000 Penalty: 3615.436768
	Iteration 1F: 3 clusters Score -7689668 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -7690148.000000 Penalty: 3615.436768
	Iteration 2Q: 3 clusters Score -7690148 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -7690821.000000 Penalty: 3615.436768
	Iteration 3Q: 3 clusters Score -7690821 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -7691676.000000 Penalty: 3615.436768
	Iteration 4Q: 3 clusters Score -7691676 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -7692903.000000 Penalty: 3615.436768
	Iteration 5Q: 3 clusters Score -7692903 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -7694966.500000 Penalty: 3615.436768
	Iteration 6F: 3 clusters Score -7694966 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -7698252.000000 Penalty: 3615.436768
	Iteration 7F: 3 clusters Score -7698252 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -7702786.000000 Penalty: 3615.436768
	Iteration 8F: 3 clusters Score -7702786 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7707837.000000 Penalty: 3615.436768
	Iteration 9F: 3 clusters Score -7707837 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7711863.500000 Penalty: 3615.436768
	Iteration 10F: 3 clusters Score -7711864 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7713953.500000 Penalty: 3615.436768
	Iteration 11Q: 3 clusters Score -7713954 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7714881.000000 Penalty: 3615.436768
	Iteration 12Q: 3 clusters Score -7714881 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7715193.500000 Penalty: 3615.436768
	Iteration 13Q: 3 clusters Score -7715194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7715342.500000 Penalty: 3615.436768
	Iteration 14Q: 3 clusters Score -7715342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7715395.500000 Penalty: 3615.436768
	Iteration 15Q: 3 clusters Score -7715396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7715429.500000 Penalty: 3615.436768
	Iteration 16Q: 3 clusters Score -7715430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7715465.000000 Penalty: 3615.436768
	Iteration 17Q: 3 clusters Score -7715465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7715480.000000 Penalty: 3615.436768
	Iteration 18Q: 3 clusters Score -7715480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7715491.500000 Penalty: 3615.436768
	Iteration 19Q: 3 clusters Score -7715492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7715506.000000 Penalty: 3615.436768
	Iteration 20F: 3 clusters Score -7715506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7715516.000000 Penalty: 3615.436768
	Iteration 21Q: 3 clusters Score -7715516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7715512.000000 Penalty: 3615.436768
	Iteration 22Q: 3 clusters Score -7715512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7715516.000000 Penalty: 3615.436768
	Iteration 23Q: 3 clusters Score -7715516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7715519.500000 Penalty: 3615.436768
	Iteration 24Q: 3 clusters Score -7715520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7715515.000000 Penalty: 3615.436768
	Iteration 25Q: 3 clusters Score -7715515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7715515.500000 Penalty: 3615.436768
	Iteration 26Q: 3 clusters Score -7715516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7715512.000000 Penalty: 3615.436768
	Iteration 27Q: 3 clusters Score -7715512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7715514.000000 Penalty: 3615.436768
	Iteration 28Q: 3 clusters Score -7715514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7715514.000000 Penalty: 3615.436768
	Iteration 29F: 3 clusters Score -7715514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -14762.088867 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -14762.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14164.608398 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -14164.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14300.496094 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -14300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14331.521484 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -14331.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14342.138672 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -14342.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14365.369141 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -14365.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14370.086914 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -14370.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14374.017578 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -14374.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14374.017578 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -14374.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -172626.062500 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -172626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170803.109375 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -170803.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171217.812500 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -171217.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171321.171875 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -171321.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171376.875000 Penalty: 2394.915283
	Iteration 3F: 3 clusters Score -171376.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171410.546875 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -171410.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -171436.031250 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -171436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -171456.968750 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -171457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -171477.953125 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -171478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171490.453125 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -171490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -171503.328125 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -171503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -171511.968750 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -171512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -171518.203125 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -171518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -171522.375000 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -171522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -171524.531250 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -171524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -171528.312500 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -171528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -171531.890625 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -171531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171535.250000 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -171535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -171537.468750 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -171537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -171538.062500 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -171538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -171538.406250 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -171538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -171538.953125 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -171539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171539.046875 Penalty: 2394.915283
	Iteration 21Q: 3 clusters Score -171539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171539.046875 Penalty: 2394.915283
	Iteration 22F: 3 clusters Score -171539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Entering Unmasked Estep 
Score: -3049475.250000 Penalty: 1655.444458
	Iteration 0F: 2 clusters Score -3049475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3031502.000000 Penalty: 3310.888916
	Iteration 0F: 3 clusters Score -3031502 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3038222.500000 Penalty: 3310.888916
	Iteration 1F: 3 clusters Score -3038222 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3038566.250000 Penalty: 3310.888916
	Iteration 2Q: 3 clusters Score -3038566 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3038967.750000 Penalty: 3310.888916
	Iteration 3Q: 3 clusters Score -3038968 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3039460.500000 Penalty: 3310.888916
	Iteration 4Q: 3 clusters Score -3039460 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3040288.250000 Penalty: 3310.888916
	Iteration 5F: 3 clusters Score -3040288 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3041656.500000 Penalty: 3310.888916
	Iteration 6F: 3 clusters Score -3041656 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3043672.750000 Penalty: 3310.888916
	Iteration 7F: 3 clusters Score -3043673 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3045809.500000 Penalty: 3310.888916
	Iteration 8F: 3 clusters Score -3045810 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3047122.750000 Penalty: 3310.888916
	Iteration 9Q: 3 clusters Score -3047123 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3047677.250000 Penalty: 3310.888916
	Iteration 10Q: 3 clusters Score -3047677 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3047847.000000 Penalty: 3310.888916
	Iteration 11Q: 3 clusters Score -3047847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3047922.250000 Penalty: 3310.888916
	Iteration 12Q: 3 clusters Score -3047922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3047969.500000 Penalty: 3310.888916
	Iteration 13Q: 3 clusters Score -3047970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3047983.750000 Penalty: 3310.888916
	Iteration 14Q: 3 clusters Score -3047984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3047981.750000 Penalty: 3310.888916
	Iteration 15Q: 3 clusters Score -3047982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3047999.000000 Penalty: 3310.888916
	Iteration 16Q: 3 clusters Score -3047999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3048003.500000 Penalty: 3310.888916
	Iteration 17Q: 3 clusters Score -3048004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3048010.750000 Penalty: 3310.888916
	Iteration 18Q: 3 clusters Score -3048011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3048021.500000 Penalty: 3310.888916
	Iteration 19Q: 3 clusters Score -3048022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3048028.000000 Penalty: 3310.888916
	Iteration 20F: 3 clusters Score -3048028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3048028.000000 Penalty: 3310.888916
	Iteration 21Q: 3 clusters Score -3048028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3048028.000000 Penalty: 3310.888916
	Iteration 22F: 3 clusters Score -3048028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Entering Unmasked Estep 
Score: -632992.875000 Penalty: 1398.761841
	Iteration 0F: 2 clusters Score -632992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -628697.875000 Penalty: 2797.523682
	Iteration 0F: 3 clusters Score -628697.9 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -629909.437500 Penalty: 2797.523682
	Iteration 1F: 3 clusters Score -629909.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -630048.937500 Penalty: 2797.523682
	Iteration 2F: 3 clusters Score -630048.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -630155.562500 Penalty: 2797.523682
	Iteration 3Q: 3 clusters Score -630155.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -630256.312500 Penalty: 2797.523682
	Iteration 4Q: 3 clusters Score -630256.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -630357.375000 Penalty: 2797.523682
	Iteration 5Q: 3 clusters Score -630357.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -630471.062500 Penalty: 2797.523682
	Iteration 6Q: 3 clusters Score -630471.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -630580.375000 Penalty: 2797.523682
	Iteration 7Q: 3 clusters Score -630580.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -630687.687500 Penalty: 2797.523682
	Iteration 8Q: 3 clusters Score -630687.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -630814.187500 Penalty: 2797.523682
	Iteration 9Q: 3 clusters Score -630814.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -630955.250000 Penalty: 2797.523682
	Iteration 10Q: 3 clusters Score -630955.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -631107.687500 Penalty: 2797.523682
	Iteration 11Q: 3 clusters Score -631107.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -631252.312500 Penalty: 2797.523682
	Iteration 12Q: 3 clusters Score -631252.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -631357.625000 Penalty: 2797.523682
	Iteration 13Q: 3 clusters Score -631357.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -631447.937500 Penalty: 2797.523682
	Iteration 14Q: 3 clusters Score -631447.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -631525.875000 Penalty: 2797.523682
	Iteration 15Q: 3 clusters Score -631525.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -631586.625000 Penalty: 2797.523682
	Iteration 16Q: 3 clusters Score -631586.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -631629.937500 Penalty: 2797.523682
	Iteration 17Q: 3 clusters Score -631629.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -631675.625000 Penalty: 2797.523682
	Iteration 18Q: 3 clusters Score -631675.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -631704.000000 Penalty: 2797.523682
	Iteration 19Q: 3 clusters Score -631704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -631718.000000 Penalty: 2797.523682
	Iteration 20F: 3 clusters Score -631718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -631727.562500 Penalty: 2797.523682
	Iteration 21Q: 3 clusters Score -631727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -631733.750000 Penalty: 2797.523682
	Iteration 22Q: 3 clusters Score -631733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -631736.937500 Penalty: 2797.523682
	Iteration 23Q: 3 clusters Score -631736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -631740.250000 Penalty: 2797.523682
	Iteration 24Q: 3 clusters Score -631740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -631742.187500 Penalty: 2797.523682
	Iteration 25Q: 3 clusters Score -631742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -631745.437500 Penalty: 2797.523682
	Iteration 26Q: 3 clusters Score -631745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -631751.875000 Penalty: 2797.523682
	Iteration 27Q: 3 clusters Score -631751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -631757.750000 Penalty: 2797.523682
	Iteration 28Q: 3 clusters Score -631757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -631758.687500 Penalty: 2797.523682
	Iteration 29Q: 3 clusters Score -631758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -631758.687500 Penalty: 2797.523682
	Iteration 30F: 3 clusters Score -631758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1321870.875000 Penalty: 1519.998047
	Iteration 0F: 2 clusters Score -1321871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1313779.125000 Penalty: 3039.996094
	Iteration 0F: 3 clusters Score -1313779 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1316476.500000 Penalty: 3039.996094
	Iteration 1F: 3 clusters Score -1316476 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1316784.625000 Penalty: 3039.996094
	Iteration 2F: 3 clusters Score -1316785 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1317043.000000 Penalty: 3039.996094
	Iteration 3F: 3 clusters Score -1317043 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1317265.500000 Penalty: 3039.996094
	Iteration 4Q: 3 clusters Score -1317266 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1317484.875000 Penalty: 3039.996094
	Iteration 5Q: 3 clusters Score -1317485 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1317680.250000 Penalty: 3039.996094
	Iteration 6Q: 3 clusters Score -1317680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1317898.875000 Penalty: 3039.996094
	Iteration 7Q: 3 clusters Score -1317899 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1318143.125000 Penalty: 3039.996094
	Iteration 8Q: 3 clusters Score -1318143 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1318426.000000 Penalty: 3039.996094
	Iteration 9Q: 3 clusters Score -1318426 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1318760.625000 Penalty: 3039.996094
	Iteration 10Q: 3 clusters Score -1318761 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1319078.500000 Penalty: 3039.996094
	Iteration 11Q: 3 clusters Score -1319078 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1319300.750000 Penalty: 3039.996094
	Iteration 12Q: 3 clusters Score -1319301 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1319416.375000 Penalty: 3039.996094
	Iteration 13Q: 3 clusters Score -1319416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1319496.250000 Penalty: 3039.996094
	Iteration 14Q: 3 clusters Score -1319496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1319546.125000 Penalty: 3039.996094
	Iteration 15Q: 3 clusters Score -1319546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1319590.875000 Penalty: 3039.996094
	Iteration 16Q: 3 clusters Score -1319591 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1319647.500000 Penalty: 3039.996094
	Iteration 17Q: 3 clusters Score -1319648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1319691.500000 Penalty: 3039.996094
	Iteration 18Q: 3 clusters Score -1319692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1319737.375000 Penalty: 3039.996094
	Iteration 19Q: 3 clusters Score -1319737 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1319771.250000 Penalty: 3039.996094
	Iteration 20F: 3 clusters Score -1319771 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1319805.250000 Penalty: 3039.996094
	Iteration 21Q: 3 clusters Score -1319805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1319830.750000 Penalty: 3039.996094
	Iteration 22Q: 3 clusters Score -1319831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1319853.875000 Penalty: 3039.996094
	Iteration 23Q: 3 clusters Score -1319854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1319868.375000 Penalty: 3039.996094
	Iteration 24Q: 3 clusters Score -1319868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1319888.125000 Penalty: 3039.996094
	Iteration 25Q: 3 clusters Score -1319888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1319902.375000 Penalty: 3039.996094
	Iteration 26Q: 3 clusters Score -1319902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1319911.625000 Penalty: 3039.996094
	Iteration 27Q: 3 clusters Score -1319912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1319927.500000 Penalty: 3039.996094
	Iteration 28Q: 3 clusters Score -1319928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1319934.000000 Penalty: 3039.996094
	Iteration 29Q: 3 clusters Score -1319934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1319942.000000 Penalty: 3039.996094
	Iteration 30Q: 3 clusters Score -1319942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1319951.500000 Penalty: 3039.996094
	Iteration 31Q: 3 clusters Score -1319952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1319958.125000 Penalty: 3039.996094
	Iteration 32Q: 3 clusters Score -1319958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1319962.000000 Penalty: 3039.996094
	Iteration 33Q: 3 clusters Score -1319962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1319974.250000 Penalty: 3039.996094
	Iteration 34Q: 3 clusters Score -1319974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1319981.000000 Penalty: 3039.996094
	Iteration 35Q: 3 clusters Score -1319981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1319987.625000 Penalty: 3039.996094
	Iteration 36Q: 3 clusters Score -1319988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1319994.875000 Penalty: 3039.996094
	Iteration 37Q: 3 clusters Score -1319995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1320003.125000 Penalty: 3039.996094
	Iteration 38Q: 3 clusters Score -1320003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1320009.500000 Penalty: 3039.996094
	Iteration 39Q: 3 clusters Score -1320010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1320015.250000 Penalty: 3039.996094
	Iteration 40F: 3 clusters Score -1320015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1320025.750000 Penalty: 3039.996094
	Iteration 41Q: 3 clusters Score -1320026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1320028.875000 Penalty: 3039.996094
	Iteration 42Q: 3 clusters Score -1320029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1320040.625000 Penalty: 3039.996094
	Iteration 43Q: 3 clusters Score -1320041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1320043.625000 Penalty: 3039.996094
	Iteration 44Q: 3 clusters Score -1320044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1320050.500000 Penalty: 3039.996094
	Iteration 45Q: 3 clusters Score -1320050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1320060.500000 Penalty: 3039.996094
	Iteration 46Q: 3 clusters Score -1320060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1320067.625000 Penalty: 3039.996094
	Iteration 47Q: 3 clusters Score -1320068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1320075.250000 Penalty: 3039.996094
	Iteration 48Q: 3 clusters Score -1320075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1320094.000000 Penalty: 3039.996094
	Iteration 49Q: 3 clusters Score -1320094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1320106.125000 Penalty: 3039.996094
	Iteration 50Q: 3 clusters Score -1320106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1320122.375000 Penalty: 3039.996094
	Iteration 51Q: 3 clusters Score -1320122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1320141.625000 Penalty: 3039.996094
	Iteration 52Q: 3 clusters Score -1320142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1320167.125000 Penalty: 3039.996094
	Iteration 53Q: 3 clusters Score -1320167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1320192.250000 Penalty: 3039.996094
	Iteration 54Q: 3 clusters Score -1320192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1320218.875000 Penalty: 3039.996094
	Iteration 55Q: 3 clusters Score -1320219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1320247.875000 Penalty: 3039.996094
	Iteration 56Q: 3 clusters Score -1320248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1320268.750000 Penalty: 3039.996094
	Iteration 57Q: 3 clusters Score -1320269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1320292.000000 Penalty: 3039.996094
	Iteration 58Q: 3 clusters Score -1320292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1320312.750000 Penalty: 3039.996094
	Iteration 59Q: 3 clusters Score -1320313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1320333.375000 Penalty: 3039.996094
	Iteration 60F: 3 clusters Score -1320333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1320345.250000 Penalty: 3039.996094
	Iteration 61Q: 3 clusters Score -1320345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1320344.500000 Penalty: 3039.996094
	Iteration 62Q: 3 clusters Score -1320344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1320353.125000 Penalty: 3039.996094
	Iteration 63Q: 3 clusters Score -1320353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1320358.000000 Penalty: 3039.996094
	Iteration 64Q: 3 clusters Score -1320358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1320364.250000 Penalty: 3039.996094
	Iteration 65Q: 3 clusters Score -1320364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1320364.375000 Penalty: 3039.996094
	Iteration 66Q: 3 clusters Score -1320364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1320366.000000 Penalty: 3039.996094
	Iteration 67Q: 3 clusters Score -1320366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1320372.000000 Penalty: 3039.996094
	Iteration 68Q: 3 clusters Score -1320372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1320381.500000 Penalty: 3039.996094
	Iteration 69Q: 3 clusters Score -1320382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1320395.875000 Penalty: 3039.996094
	Iteration 70Q: 3 clusters Score -1320396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1320407.750000 Penalty: 3039.996094
	Iteration 71Q: 3 clusters Score -1320408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1320419.750000 Penalty: 3039.996094
	Iteration 72Q: 3 clusters Score -1320420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1320426.625000 Penalty: 3039.996094
	Iteration 73Q: 3 clusters Score -1320427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1320435.375000 Penalty: 3039.996094
	Iteration 74Q: 3 clusters Score -1320435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1320445.750000 Penalty: 3039.996094
	Iteration 75Q: 3 clusters Score -1320446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1320457.500000 Penalty: 3039.996094
	Iteration 76Q: 3 clusters Score -1320458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1320463.750000 Penalty: 3039.996094
	Iteration 77Q: 3 clusters Score -1320464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1320469.000000 Penalty: 3039.996094
	Iteration 78Q: 3 clusters Score -1320469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1320476.875000 Penalty: 3039.996094
	Iteration 79Q: 3 clusters Score -1320477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1320487.125000 Penalty: 3039.996094
	Iteration 80F: 3 clusters Score -1320487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1320490.625000 Penalty: 3039.996094
	Iteration 81Q: 3 clusters Score -1320491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1320500.625000 Penalty: 3039.996094
	Iteration 82Q: 3 clusters Score -1320501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1320502.750000 Penalty: 3039.996094
	Iteration 83Q: 3 clusters Score -1320503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1320510.500000 Penalty: 3039.996094
	Iteration 84Q: 3 clusters Score -1320510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1320518.625000 Penalty: 3039.996094
	Iteration 85Q: 3 clusters Score -1320519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1320522.500000 Penalty: 3039.996094
	Iteration 86Q: 3 clusters Score -1320522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1320524.375000 Penalty: 3039.996094
	Iteration 87Q: 3 clusters Score -1320524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1320530.750000 Penalty: 3039.996094
	Iteration 88Q: 3 clusters Score -1320531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1320539.000000 Penalty: 3039.996094
	Iteration 89Q: 3 clusters Score -1320539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1320544.750000 Penalty: 3039.996094
	Iteration 90Q: 3 clusters Score -1320545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1320547.000000 Penalty: 3039.996094
	Iteration 91Q: 3 clusters Score -1320547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1320557.125000 Penalty: 3039.996094
	Iteration 92Q: 3 clusters Score -1320557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1320561.625000 Penalty: 3039.996094
	Iteration 93Q: 3 clusters Score -1320562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1320568.750000 Penalty: 3039.996094
	Iteration 94Q: 3 clusters Score -1320569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1320575.750000 Penalty: 3039.996094
	Iteration 95Q: 3 clusters Score -1320576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1320582.875000 Penalty: 3039.996094
	Iteration 96Q: 3 clusters Score -1320583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1320594.125000 Penalty: 3039.996094
	Iteration 97Q: 3 clusters Score -1320594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1320596.000000 Penalty: 3039.996094
	Iteration 98Q: 3 clusters Score -1320596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1320598.875000 Penalty: 3039.996094
	Iteration 99Q: 3 clusters Score -1320599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1320604.500000 Penalty: 3039.996094
	Iteration 100F: 3 clusters Score -1320604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1320607.625000 Penalty: 3039.996094
	Iteration 101Q: 3 clusters Score -1320608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1320611.625000 Penalty: 3039.996094
	Iteration 102Q: 3 clusters Score -1320612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1320612.875000 Penalty: 3039.996094
	Iteration 103Q: 3 clusters Score -1320613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1320617.000000 Penalty: 3039.996094
	Iteration 104Q: 3 clusters Score -1320617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1320618.000000 Penalty: 3039.996094
	Iteration 105Q: 3 clusters Score -1320618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1320620.000000 Penalty: 3039.996094
	Iteration 106Q: 3 clusters Score -1320620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1320619.375000 Penalty: 3039.996094
	Iteration 107Q: 3 clusters Score -1320619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1320620.750000 Penalty: 3039.996094
	Iteration 108Q: 3 clusters Score -1320621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1320622.750000 Penalty: 3039.996094
	Iteration 109Q: 3 clusters Score -1320623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1320625.625000 Penalty: 3039.996094
	Iteration 110Q: 3 clusters Score -1320626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1320627.500000 Penalty: 3039.996094
	Iteration 111Q: 3 clusters Score -1320628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1320625.000000 Penalty: 3039.996094
	Iteration 112Q: 3 clusters Score -1320625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1320625.375000 Penalty: 3039.996094
	Iteration 113Q: 3 clusters Score -1320625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1320627.375000 Penalty: 3039.996094
	Iteration 114Q: 3 clusters Score -1320627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1320628.250000 Penalty: 3039.996094
	Iteration 115Q: 3 clusters Score -1320628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1320629.250000 Penalty: 3039.996094
	Iteration 116Q: 3 clusters Score -1320629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1320627.125000 Penalty: 3039.996094
	Iteration 117Q: 3 clusters Score -1320627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1320629.250000 Penalty: 3039.996094
	Iteration 118Q: 3 clusters Score -1320629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1320628.500000 Penalty: 3039.996094
	Iteration 119Q: 3 clusters Score -1320628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1320628.500000 Penalty: 3039.996094
	Iteration 120F: 3 clusters Score -1320628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -182053.640625 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -182053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -180192.437500 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -180192.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180548.812500 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -180548.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -180646.500000 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -180646.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180717.078125 Penalty: 2401.005371
	Iteration 3Q: 3 clusters Score -180717.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -180754.515625 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -180754.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180777.875000 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -180777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180797.125000 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -180797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180807.453125 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -180807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -180811.671875 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -180811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180813.609375 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -180813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180816.265625 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -180816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180820.062500 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -180820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180822.312500 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -180822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180825.750000 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -180825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180829.718750 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -180829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180832.125000 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -180832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180832.843750 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -180832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180832.843750 Penalty: 2401.005371
	Iteration 17F: 3 clusters Score -180832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Entering Unmasked Estep 
Score: -5069332.500000 Penalty: 1738.955566
	Iteration 0F: 2 clusters Score -5069332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5039666.500000 Penalty: 3477.911133
	Iteration 0F: 3 clusters Score -5039666 nChanged 20741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5051426.500000 Penalty: 3477.911133
	Iteration 1F: 3 clusters Score -5051426 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5051896.000000 Penalty: 3477.911133
	Iteration 2Q: 3 clusters Score -5051896 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5052460.500000 Penalty: 3477.911133
	Iteration 3Q: 3 clusters Score -5052460 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -5053247.500000 Penalty: 3477.911133
	Iteration 4Q: 3 clusters Score -5053248 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5054448.000000 Penalty: 3477.911133
	Iteration 5Q: 3 clusters Score -5054448 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5056170.000000 Penalty: 3477.911133
	Iteration 6F: 3 clusters Score -5056170 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -5058246.500000 Penalty: 3477.911133
	Iteration 7F: 3 clusters Score -5058246 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5060534.500000 Penalty: 3477.911133
	Iteration 8F: 3 clusters Score -5060534 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -5062623.000000 Penalty: 3477.911133
	Iteration 9F: 3 clusters Score -5062623 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5064316.500000 Penalty: 3477.911133
	Iteration 10Q: 3 clusters Score -5064316 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5065589.500000 Penalty: 3477.911133
	Iteration 11Q: 3 clusters Score -5065590 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5066432.000000 Penalty: 3477.911133
	Iteration 12Q: 3 clusters Score -5066432 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5066970.000000 Penalty: 3477.911133
	Iteration 13Q: 3 clusters Score -5066970 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5067284.000000 Penalty: 3477.911133
	Iteration 14Q: 3 clusters Score -5067284 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5067456.500000 Penalty: 3477.911133
	Iteration 15Q: 3 clusters Score -5067456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5067583.500000 Penalty: 3477.911133
	Iteration 16Q: 3 clusters Score -5067584 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5067670.000000 Penalty: 3477.911133
	Iteration 17Q: 3 clusters Score -5067670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5067721.500000 Penalty: 3477.911133
	Iteration 18Q: 3 clusters Score -5067722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5067759.500000 Penalty: 3477.911133
	Iteration 19Q: 3 clusters Score -5067760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5067770.500000 Penalty: 3477.911133
	Iteration 20F: 3 clusters Score -5067770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5067788.000000 Penalty: 3477.911133
	Iteration 21Q: 3 clusters Score -5067788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5067804.000000 Penalty: 3477.911133
	Iteration 22Q: 3 clusters Score -5067804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5067809.000000 Penalty: 3477.911133
	Iteration 23Q: 3 clusters Score -5067809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5067812.000000 Penalty: 3477.911133
	Iteration 24Q: 3 clusters Score -5067812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5067813.500000 Penalty: 3477.911133
	Iteration 25Q: 3 clusters Score -5067814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5067816.500000 Penalty: 3477.911133
	Iteration 26Q: 3 clusters Score -5067816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5067813.500000 Penalty: 3477.911133
	Iteration 27Q: 3 clusters Score -5067814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5067813.500000 Penalty: 3477.911133
	Iteration 28F: 3 clusters Score -5067814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Entering Unmasked Estep 
Score: -9743551.000000 Penalty: 1848.572998
	Iteration 0F: 2 clusters Score -9743551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -9685184.000000 Penalty: 3697.145996
	Iteration 0F: 3 clusters Score -9685184 nChanged 41632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -9709333.000000 Penalty: 3697.145996
	Iteration 1F: 3 clusters Score -9709333 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9710204.000000 Penalty: 3697.145996
	Iteration 2Q: 3 clusters Score -9710204 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -9711537.000000 Penalty: 3697.145996
	Iteration 3Q: 3 clusters Score -9711537 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -9713988.000000 Penalty: 3697.145996
	Iteration 4F: 3 clusters Score -9713988 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -9718333.000000 Penalty: 3697.145996
	Iteration 5F: 3 clusters Score -9718333 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -9724730.000000 Penalty: 3697.145996
	Iteration 6F: 3 clusters Score -9724730 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -9732101.000000 Penalty: 3697.145996
	Iteration 7F: 3 clusters Score -9732101 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -9737772.000000 Penalty: 3697.145996
	Iteration 8F: 3 clusters Score -9737772 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -9740530.000000 Penalty: 3697.145996
	Iteration 9Q: 3 clusters Score -9740530 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -9741430.000000 Penalty: 3697.145996
	Iteration 10Q: 3 clusters Score -9741430 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -9741746.000000 Penalty: 3697.145996
	Iteration 11Q: 3 clusters Score -9741746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -9741837.000000 Penalty: 3697.145996
	Iteration 12Q: 3 clusters Score -9741837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -9741883.000000 Penalty: 3697.145996
	Iteration 13Q: 3 clusters Score -9741883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -9741905.000000 Penalty: 3697.145996
	Iteration 14Q: 3 clusters Score -9741905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -9741907.000000 Penalty: 3697.145996
	Iteration 15Q: 3 clusters Score -9741907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -9741910.000000 Penalty: 3697.145996
	Iteration 16Q: 3 clusters Score -9741910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -9741910.000000 Penalty: 3697.145996
	Iteration 17F: 3 clusters Score -9741910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 141696 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 140851 members 
Mstep: Class 6 contains 28524 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67807 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 12 contains 26565 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 19 contains 44412 members 
Mstep: Class 21 contains 87189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748428.000000 Penalty: 36686.867188
Iteration 119Q: 18 clusters Score -6.474843e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 142322 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 140577 members 
Mstep: Class 6 contains 28499 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 67645 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 14506 members 
Mstep: Class 12 contains 26926 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 19 contains 44184 members 
Mstep: Class 21 contains 87190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748764.000000 Penalty: 36686.867188
Iteration 120F: 18 clusters Score -6.474876e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 142701 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 139907 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 67506 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 27226 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 19 contains 43937 members 
Mstep: Class 21 contains 87183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748864.000000 Penalty: 36686.867188
Iteration 121Q: 18 clusters Score -6.474886e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 142982 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 139259 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 67379 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 15726 members 
Mstep: Class 12 contains 27525 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 21 contains 87175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 18 clusters Score -6.474918e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 143014 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 138650 members 
Mstep: Class 6 contains 28448 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 67278 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 16388 members 
Mstep: Class 12 contains 27859 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 19 contains 43661 members 
Mstep: Class 21 contains 87172 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 18 clusters Score -6.474901e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 142797 members 
Mstep: Class 4 contains 2711 members 
Mstep: Class 5 contains 138083 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 67188 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 17168 members 
Mstep: Class 12 contains 28246 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 19 contains 43615 members 
Mstep: Class 21 contains 87165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 18 clusters Score -6.474922e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 142486 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 137540 members 
Mstep: Class 6 contains 28349 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 67114 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 18018 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 11345 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 19 contains 43587 members 
Mstep: Class 21 contains 87157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 18 clusters Score -6.474948e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 141990 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 137039 members 
Mstep: Class 6 contains 28289 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 67049 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 18948 members 
Mstep: Class 12 contains 28953 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 11331 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 19 contains 43589 members 
Mstep: Class 21 contains 87152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 18 clusters Score -6.474971e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 141494 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 136505 members 
Mstep: Class 6 contains 28232 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 66980 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 19894 members 
Mstep: Class 12 contains 29341 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 19 contains 43595 members 
Mstep: Class 21 contains 87144 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 18 clusters Score -6.474973e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 141008 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 135974 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 66920 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 20820 members 
Mstep: Class 12 contains 29710 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 19 contains 43605 members 
Mstep: Class 21 contains 87141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749944.000000 Penalty: 36686.867188
Iteration 128Q: 18 clusters Score -6.474994e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 140403 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 135466 members 
Mstep: Class 6 contains 28138 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 66862 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 30068 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 19 contains 43619 members 
Mstep: Class 21 contains 87142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750304.000000 Penalty: 36686.867188
Iteration 129Q: 18 clusters Score -6.47503e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 139737 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 135024 members 
Mstep: Class 6 contains 28064 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 66800 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 22821 members 
Mstep: Class 12 contains 30419 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 11214 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 21 contains 87134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750576.000000 Penalty: 36686.867188
Iteration 130Q: 18 clusters Score -6.475058e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 139010 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 134662 members 
Mstep: Class 6 contains 27975 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 66735 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 23857 members 
Mstep: Class 12 contains 30769 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 19 contains 43627 members 
Mstep: Class 21 contains 87120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750900.000000 Penalty: 36686.867188
Iteration 131Q: 18 clusters Score -6.47509e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 138294 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 134297 members 
Mstep: Class 6 contains 27912 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 66683 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1582 members 
Mstep: Class 11 contains 24895 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 19 contains 43584 members 
Mstep: Class 21 contains 87117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751068.000000 Penalty: 36686.867188
Iteration 132Q: 18 clusters Score -6.475107e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 137553 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 133981 members 
Mstep: Class 6 contains 27855 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 66644 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 25934 members 
Mstep: Class 12 contains 31457 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 21 contains 87105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751112.000000 Penalty: 36686.867188
Iteration 133Q: 18 clusters Score -6.475111e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 136691 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 133718 members 
Mstep: Class 6 contains 27798 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 66593 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 27013 members 
Mstep: Class 12 contains 31775 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 19 contains 43489 members 
Mstep: Class 21 contains 87101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751168.000000 Penalty: 36686.867188
Iteration 134Q: 18 clusters Score -6.475117e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 135738 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 133546 members 
Mstep: Class 6 contains 27744 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 66531 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 28039 members 
Mstep: Class 12 contains 32102 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 19 contains 43491 members 
Mstep: Class 21 contains 87092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751148.000000 Penalty: 36686.867188
Iteration 135Q: 18 clusters Score -6.475115e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 134785 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 133437 members 
Mstep: Class 6 contains 27689 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 66460 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 29029 members 
Mstep: Class 12 contains 32410 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 19 contains 43494 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751564.000000 Penalty: 36686.867188
Iteration 136Q: 18 clusters Score -6.475156e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 133752 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 133375 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 66397 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 30006 members 
Mstep: Class 12 contains 32735 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 19 contains 43499 members 
Mstep: Class 21 contains 87081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751724.000000 Penalty: 36686.867188
Iteration 137Q: 18 clusters Score -6.475172e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 132633 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 133401 members 
Mstep: Class 6 contains 27611 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 66327 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 30967 members 
Mstep: Class 12 contains 33017 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 19 contains 43523 members 
Mstep: Class 21 contains 87078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751796.000000 Penalty: 36686.867188
Iteration 138Q: 18 clusters Score -6.47518e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 131454 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 133437 members 
Mstep: Class 6 contains 27572 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 66260 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 31946 members 
Mstep: Class 12 contains 33292 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 19 contains 43575 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751896.000000 Penalty: 36686.867188
Iteration 139Q: 18 clusters Score -6.47519e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 130252 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 133535 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 66180 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 32885 members 
Mstep: Class 12 contains 33593 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 11235 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 19 contains 43638 members 
Mstep: Class 21 contains 87085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 18 clusters Score -6.475258e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 128938 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 133684 members 
Mstep: Class 6 contains 27469 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 66120 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 33809 members 
Mstep: Class 12 contains 33898 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 19 contains 43714 members 
Mstep: Class 21 contains 87079 members 
Entering Unmasked Estep 
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Iteration 141Q: 18 clusters Score -6.475258e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 127741 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 133791 members 
Mstep: Class 6 contains 27424 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 66041 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 34648 members 
Mstep: Class 12 contains 34202 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 19 contains 43789 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
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Iteration 142Q: 18 clusters Score -6.475277e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 126540 members 
Mstep: Class 4 contains 2764 members 
Mstep: Class 5 contains 133985 members 
Mstep: Class 6 contains 27375 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 65978 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1585 members 
Mstep: Class 11 contains 35400 members 
Mstep: Class 12 contains 34493 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 19 contains 43858 members 
Mstep: Class 21 contains 87063 members 
Entering Unmasked Estep 
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Iteration 143Q: 18 clusters Score -6.475292e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 125419 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 134154 members 
Mstep: Class 6 contains 27325 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 65926 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 36069 members 
Mstep: Class 12 contains 34795 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 19 contains 43943 members 
Mstep: Class 21 contains 87054 members 
Entering Unmasked Estep 
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Iteration 144Q: 18 clusters Score -6.475328e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 124323 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 134354 members 
Mstep: Class 6 contains 27278 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 65866 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 36718 members 
Mstep: Class 12 contains 35085 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 19 contains 44017 members 
Mstep: Class 21 contains 87049 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 18 clusters Score -6.475322e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 123265 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 134541 members 
Mstep: Class 6 contains 27225 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 65807 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 37318 members 
Mstep: Class 12 contains 35364 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 11624 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 19 contains 44111 members 
Mstep: Class 21 contains 87042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753220.000000 Penalty: 36686.867188
Iteration 146Q: 18 clusters Score -6.475322e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 122292 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 134691 members 
Mstep: Class 6 contains 27180 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 65768 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 37830 members 
Mstep: Class 12 contains 35649 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 19 contains 44209 members 
Mstep: Class 21 contains 87036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753272.000000 Penalty: 36686.867188
Iteration 147Q: 18 clusters Score -6.475327e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 121369 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 134853 members 
Mstep: Class 6 contains 27140 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65730 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 38285 members 
Mstep: Class 12 contains 35922 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 11761 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 19 contains 44281 members 
Mstep: Class 21 contains 87041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753200.000000 Penalty: 36686.867188
Iteration 148Q: 18 clusters Score -6.47532e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 120438 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 135030 members 
Mstep: Class 6 contains 27113 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 65702 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 38722 members 
Mstep: Class 12 contains 36184 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 11826 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 19 contains 44365 members 
Mstep: Class 21 contains 87048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753264.000000 Penalty: 36686.867188
Iteration 149Q: 18 clusters Score -6.475326e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 119506 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 135223 members 
Mstep: Class 6 contains 27092 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65677 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 39127 members 
Mstep: Class 12 contains 36445 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 11891 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 19 contains 44448 members 
Mstep: Class 21 contains 87055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753324.000000 Penalty: 36686.867188
Iteration 150Q: 18 clusters Score -6.475332e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 118578 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 135408 members 
Mstep: Class 6 contains 27073 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 65668 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 39494 members 
Mstep: Class 12 contains 36717 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 19 contains 44513 members 
Mstep: Class 21 contains 87059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753168.000000 Penalty: 36686.867188
Iteration 151Q: 18 clusters Score -6.475317e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 117688 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 135600 members 
Mstep: Class 6 contains 27045 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65670 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 39853 members 
Mstep: Class 12 contains 36980 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 12088 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 19 contains 44555 members 
Mstep: Class 21 contains 87061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753256.000000 Penalty: 36686.867188
Iteration 152Q: 18 clusters Score -6.475326e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 116878 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 135757 members 
Mstep: Class 6 contains 27028 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65659 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 40189 members 
Mstep: Class 12 contains 37205 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 19 contains 44606 members 
Mstep: Class 21 contains 87055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753264.000000 Penalty: 36686.867188
Iteration 153Q: 18 clusters Score -6.475326e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 3 contains 116094 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 135950 members 
Mstep: Class 6 contains 26995 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65648 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 40493 members 
Mstep: Class 12 contains 37419 members 
Mstep: Class 13 contains 2216 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 19 contains 44646 members 
Mstep: Class 21 contains 87057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753368.000000 Penalty: 36686.867188
Iteration 154Q: 18 clusters Score -6.475337e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 115358 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 136137 members 
Mstep: Class 6 contains 26975 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 65635 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 40776 members 
Mstep: Class 12 contains 37632 members 
Mstep: Class 13 contains 2189 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 19 contains 44659 members 
Mstep: Class 21 contains 87060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753516.000000 Penalty: 36686.867188
Iteration 155Q: 18 clusters Score -6.475352e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 114668 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 136287 members 
Mstep: Class 6 contains 26960 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 65625 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 41016 members 
Mstep: Class 12 contains 37825 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 12510 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 19 contains 44706 members 
Mstep: Class 21 contains 87059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753240.000000 Penalty: 36686.867188
Iteration 156Q: 18 clusters Score -6.475324e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 114045 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 136395 members 
Mstep: Class 6 contains 26946 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 65622 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 41229 members 
Mstep: Class 12 contains 38008 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 12605 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 19 contains 44755 members 
Mstep: Class 21 contains 87059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753416.000000 Penalty: 36686.867188
Iteration 157Q: 18 clusters Score -6.475342e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 113412 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 136523 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 65626 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 41436 members 
Mstep: Class 12 contains 38172 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 12714 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 19 contains 44805 members 
Mstep: Class 21 contains 87056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753368.000000 Penalty: 36686.867188
Iteration 158Q: 18 clusters Score -6.475337e+07 nChanged 1035
Entering ConstructFrom: 
Score: -64753368.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (5235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Entering Unmasked Estep 
Score: -562135.062500 Penalty: 1391.507324
	Iteration 0F: 2 clusters Score -562135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -558019.500000 Penalty: 2783.014648
	Iteration 0F: 3 clusters Score -558019.5 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -559236.812500 Penalty: 2783.014648
	Iteration 1F: 3 clusters Score -559236.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -559640.000000 Penalty: 2783.014648
	Iteration 2F: 3 clusters Score -559640 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -560183.000000 Penalty: 2783.014648
	Iteration 3F: 3 clusters Score -560183 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -560734.250000 Penalty: 2783.014648
	Iteration 4F: 3 clusters Score -560734.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -561149.250000 Penalty: 2783.014648
	Iteration 5F: 3 clusters Score -561149.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -561415.375000 Penalty: 2783.014648
	Iteration 6F: 3 clusters Score -561415.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -561573.000000 Penalty: 2783.014648
	Iteration 7Q: 3 clusters Score -561573 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -561637.875000 Penalty: 2783.014648
	Iteration 8Q: 3 clusters Score -561637.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -561678.687500 Penalty: 2783.014648
	Iteration 9Q: 3 clusters Score -561678.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -561700.687500 Penalty: 2783.014648
	Iteration 10Q: 3 clusters Score -561700.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -561714.625000 Penalty: 2783.014648
	Iteration 11Q: 3 clusters Score -561714.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -561723.125000 Penalty: 2783.014648
	Iteration 12Q: 3 clusters Score -561723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -561728.562500 Penalty: 2783.014648
	Iteration 13Q: 3 clusters Score -561728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -561731.562500 Penalty: 2783.014648
	Iteration 14Q: 3 clusters Score -561731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -561736.375000 Penalty: 2783.014648
	Iteration 15Q: 3 clusters Score -561736.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -561742.562500 Penalty: 2783.014648
	Iteration 16Q: 3 clusters Score -561742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -561745.937500 Penalty: 2783.014648
	Iteration 17Q: 3 clusters Score -561745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -561746.437500 Penalty: 2783.014648
	Iteration 18Q: 3 clusters Score -561746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -561749.437500 Penalty: 2783.014648
	Iteration 19Q: 3 clusters Score -561749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -561751.812500 Penalty: 2783.014648
	Iteration 20F: 3 clusters Score -561751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -561752.625000 Penalty: 2783.014648
	Iteration 21Q: 3 clusters Score -561752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -561755.375000 Penalty: 2783.014648
	Iteration 22Q: 3 clusters Score -561755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -561756.312500 Penalty: 2783.014648
	Iteration 23Q: 3 clusters Score -561756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -561761.562500 Penalty: 2783.014648
	Iteration 24Q: 3 clusters Score -561761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -561764.937500 Penalty: 2783.014648
	Iteration 25Q: 3 clusters Score -561764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -561768.125000 Penalty: 2783.014648
	Iteration 26Q: 3 clusters Score -561768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -561773.812500 Penalty: 2783.014648
	Iteration 27Q: 3 clusters Score -561773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -561774.625000 Penalty: 2783.014648
	Iteration 28Q: 3 clusters Score -561774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -561776.937500 Penalty: 2783.014648
	Iteration 29Q: 3 clusters Score -561776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -561778.250000 Penalty: 2783.014648
	Iteration 30Q: 3 clusters Score -561778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -561780.687500 Penalty: 2783.014648
	Iteration 31Q: 3 clusters Score -561780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -561782.250000 Penalty: 2783.014648
	Iteration 32Q: 3 clusters Score -561782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -561783.125000 Penalty: 2783.014648
	Iteration 33Q: 3 clusters Score -561783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -561783.812500 Penalty: 2783.014648
	Iteration 34Q: 3 clusters Score -561783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -561783.000000 Penalty: 2783.014648
	Iteration 35Q: 3 clusters Score -561783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -561783.437500 Penalty: 2783.014648
	Iteration 36Q: 3 clusters Score -561783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -561783.812500 Penalty: 2783.014648
	Iteration 37Q: 3 clusters Score -561783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -561785.000000 Penalty: 2783.014648
	Iteration 38Q: 3 clusters Score -561785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -561785.000000 Penalty: 2783.014648
	Iteration 39F: 3 clusters Score -561785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -497086.093750 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -497086.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -493495.437500 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -493495.4 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -494441.593750 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -494441.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -494610.687500 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -494610.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -494739.718750 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -494739.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -494829.093750 Penalty: 2730.652344
	Iteration 4Q: 3 clusters Score -494829.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -494904.718750 Penalty: 2730.652344
	Iteration 5Q: 3 clusters Score -494904.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -494959.531250 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -494959.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -495034.281250 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -495034.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -495123.531250 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -495123.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -495212.750000 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -495212.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -495318.437500 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -495318.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -495435.250000 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -495435.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -495541.093750 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -495541.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -495620.156250 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -495620.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -495674.062500 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -495674.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -495718.687500 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -495718.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -495756.718750 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -495756.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -495791.187500 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -495791.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -495812.062500 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -495812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -495829.187500 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -495829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -495842.406250 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -495842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -495855.343750 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -495855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -495863.750000 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -495863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -495873.843750 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -495873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -495879.000000 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -495879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -495883.781250 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -495883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -495889.875000 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -495889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -495893.968750 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -495894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -495899.375000 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -495899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -495904.718750 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -495904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -495914.156250 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -495914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -495918.218750 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -495918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -495928.343750 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -495928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -495936.187500 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -495936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -495941.250000 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -495941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -495941.687500 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -495941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -495942.375000 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -495942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -495942.375000 Penalty: 2730.652344
	Iteration 37F: 3 clusters Score -495942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Entering Unmasked Estep 
Score: -12693301.000000 Penalty: 1890.477539
	Iteration 0F: 2 clusters Score -1.26933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -12618823.000000 Penalty: 3780.955078
	Iteration 0F: 3 clusters Score -1.261882e+07 nChanged 54074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -12651654.000000 Penalty: 3780.955078
	Iteration 1F: 3 clusters Score -1.265165e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -12653509.000000 Penalty: 3780.955078
	Iteration 2Q: 3 clusters Score -1.265351e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -12656375.000000 Penalty: 3780.955078
	Iteration 3Q: 3 clusters Score -1.265638e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -12660188.000000 Penalty: 3780.955078
	Iteration 4F: 3 clusters Score -1.266019e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -12665279.000000 Penalty: 3780.955078
	Iteration 5F: 3 clusters Score -1.266528e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -12670911.000000 Penalty: 3780.955078
	Iteration 6F: 3 clusters Score -1.267091e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -12675798.000000 Penalty: 3780.955078
	Iteration 7F: 3 clusters Score -1.26758e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -12679196.000000 Penalty: 3780.955078
	Iteration 8Q: 3 clusters Score -1.26792e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -12681169.000000 Penalty: 3780.955078
	Iteration 9Q: 3 clusters Score -1.268117e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -12682377.000000 Penalty: 3780.955078
	Iteration 10Q: 3 clusters Score -1.268238e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -12683255.000000 Penalty: 3780.955078
	Iteration 11Q: 3 clusters Score -1.268326e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12684066.000000 Penalty: 3780.955078
	Iteration 12Q: 3 clusters Score -1.268407e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -12684860.000000 Penalty: 3780.955078
	Iteration 13Q: 3 clusters Score -1.268486e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -12685673.000000 Penalty: 3780.955078
	Iteration 14Q: 3 clusters Score -1.268567e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -12686364.000000 Penalty: 3780.955078
	Iteration 15Q: 3 clusters Score -1.268636e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -12687079.000000 Penalty: 3780.955078
	Iteration 16Q: 3 clusters Score -1.268708e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -12687742.000000 Penalty: 3780.955078
	Iteration 17Q: 3 clusters Score -1.268774e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -12688424.000000 Penalty: 3780.955078
	Iteration 18Q: 3 clusters Score -1.268842e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -12689041.000000 Penalty: 3780.955078
	Iteration 19Q: 3 clusters Score -1.268904e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -12689490.000000 Penalty: 3780.955078
	Iteration 20F: 3 clusters Score -1.268949e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -12689902.000000 Penalty: 3780.955078
	Iteration 21Q: 3 clusters Score -1.26899e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -12690235.000000 Penalty: 3780.955078
	Iteration 22Q: 3 clusters Score -1.269024e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -12690533.000000 Penalty: 3780.955078
	Iteration 23Q: 3 clusters Score -1.269053e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -12690750.000000 Penalty: 3780.955078
	Iteration 24Q: 3 clusters Score -1.269075e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -12690959.000000 Penalty: 3780.955078
	Iteration 25Q: 3 clusters Score -1.269096e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -12691127.000000 Penalty: 3780.955078
	Iteration 26Q: 3 clusters Score -1.269113e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 111393 members 
Entering Unmasked Estep 
Score: -12691181.000000 Penalty: 3780.955078
	Iteration 27Q: 3 clusters Score -1.269118e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -12691230.000000 Penalty: 3780.955078
	Iteration 28Q: 3 clusters Score -1.269123e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -12691313.000000 Penalty: 3780.955078
	Iteration 29Q: 3 clusters Score -1.269131e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -12691370.000000 Penalty: 3780.955078
	Iteration 30Q: 3 clusters Score -1.269137e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -12691393.000000 Penalty: 3780.955078
	Iteration 31Q: 3 clusters Score -1.269139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 111914 members 
Entering Unmasked Estep 
Score: -12691436.000000 Penalty: 3780.955078
	Iteration 32Q: 3 clusters Score -1.269144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -12691457.000000 Penalty: 3780.955078
	Iteration 33Q: 3 clusters Score -1.269146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -12691485.000000 Penalty: 3780.955078
	Iteration 34Q: 3 clusters Score -1.269148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -12691494.000000 Penalty: 3780.955078
	Iteration 35Q: 3 clusters Score -1.269149e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -12691505.000000 Penalty: 3780.955078
	Iteration 36Q: 3 clusters Score -1.26915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -12691532.000000 Penalty: 3780.955078
	Iteration 37Q: 3 clusters Score -1.269153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -12691522.000000 Penalty: 3780.955078
	Iteration 38Q: 3 clusters Score -1.269152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -12691528.000000 Penalty: 3780.955078
	Iteration 39Q: 3 clusters Score -1.269153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -12691551.000000 Penalty: 3780.955078
	Iteration 40F: 3 clusters Score -1.269155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -12691532.000000 Penalty: 3780.955078
	Iteration 41Q: 3 clusters Score -1.269153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 112157 members 
Entering Unmasked Estep 
Score: -12691542.000000 Penalty: 3780.955078
	Iteration 42Q: 3 clusters Score -1.269154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -12691551.000000 Penalty: 3780.955078
	Iteration 43Q: 3 clusters Score -1.269155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -12691558.000000 Penalty: 3780.955078
	Iteration 44Q: 3 clusters Score -1.269156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -12691575.000000 Penalty: 3780.955078
	Iteration 45Q: 3 clusters Score -1.269158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 112179 members 
Entering Unmasked Estep 
Score: -12691574.000000 Penalty: 3780.955078
	Iteration 46Q: 3 clusters Score -1.269157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -12691578.000000 Penalty: 3780.955078
	Iteration 47Q: 3 clusters Score -1.269158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -12691572.000000 Penalty: 3780.955078
	Iteration 48Q: 3 clusters Score -1.269157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -12691572.000000 Penalty: 3780.955078
	Iteration 49F: 3 clusters Score -1.269157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -291126.656250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -291126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288568.906250 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -288568.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289328.187500 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -289328.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289564.093750 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -289564.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289736.093750 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -289736.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289869.718750 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -289869.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -289975.062500 Penalty: 2577.433838
	Iteration 5Q: 3 clusters Score -289975.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290073.062500 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -290073.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290170.312500 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -290170.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -290261.718750 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -290261.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -290348.750000 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -290348.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -290417.125000 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -290417.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -290457.906250 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -290457.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -290482.250000 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -290482.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -290503.281250 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -290503.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -290517.437500 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -290517.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -290525.750000 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -290525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290530.843750 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -290530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290532.093750 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -290532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290535.156250 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -290535.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290539.593750 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -290539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290541.062500 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -290541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290541.781250 Penalty: 2577.433838
	Iteration 21Q: 3 clusters Score -290541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290541.812500 Penalty: 2577.433838
	Iteration 22Q: 3 clusters Score -290541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290541.812500 Penalty: 2577.433838
	Iteration 23F: 3 clusters Score -290541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (136608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Entering Unmasked Estep 
Score: -15378791.000000 Penalty: 1921.541504
	Iteration 0F: 2 clusters Score -1.537879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -15289445.000000 Penalty: 3843.083008
	Iteration 0F: 3 clusters Score -1.528944e+07 nChanged 65703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -15327192.000000 Penalty: 3843.083008
	Iteration 1F: 3 clusters Score -1.532719e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -15327852.000000 Penalty: 3843.083008
	Iteration 2Q: 3 clusters Score -1.532785e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -15328844.000000 Penalty: 3843.083008
	Iteration 3Q: 3 clusters Score -1.532884e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -15330755.000000 Penalty: 3843.083008
	Iteration 4Q: 3 clusters Score -1.533076e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -15334385.000000 Penalty: 3843.083008
	Iteration 5F: 3 clusters Score -1.533438e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -15340928.000000 Penalty: 3843.083008
	Iteration 6F: 3 clusters Score -1.534093e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 109208 members 
Entering Unmasked Estep 
Score: -15351039.000000 Penalty: 3843.083008
	Iteration 7F: 3 clusters Score -1.535104e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -15362954.000000 Penalty: 3843.083008
	Iteration 8F: 3 clusters Score -1.536295e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -15371219.000000 Penalty: 3843.083008
	Iteration 9F: 3 clusters Score -1.537122e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 134424 members 
Entering Unmasked Estep 
Score: -15375142.000000 Penalty: 3843.083008
	Iteration 10Q: 3 clusters Score -1.537514e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -15376425.000000 Penalty: 3843.083008
	Iteration 11Q: 3 clusters Score -1.537642e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -15376801.000000 Penalty: 3843.083008
	Iteration 12Q: 3 clusters Score -1.53768e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136381 members 
Entering Unmasked Estep 
Score: -15376950.000000 Penalty: 3843.083008
	Iteration 13Q: 3 clusters Score -1.537695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 136420 members 
Entering Unmasked Estep 
Score: -15377026.000000 Penalty: 3843.083008
	Iteration 14Q: 3 clusters Score -1.537703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -15377076.000000 Penalty: 3843.083008
	Iteration 15Q: 3 clusters Score -1.537708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -15377113.000000 Penalty: 3843.083008
	Iteration 16Q: 3 clusters Score -1.537711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136442 members 
Entering Unmasked Estep 
Score: -15377115.000000 Penalty: 3843.083008
	Iteration 17Q: 3 clusters Score -1.537712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136444 members 
Entering Unmasked Estep 
Score: -15377123.000000 Penalty: 3843.083008
	Iteration 18Q: 3 clusters Score -1.537712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -15377129.000000 Penalty: 3843.083008
	Iteration 19Q: 3 clusters Score -1.537713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -15377129.000000 Penalty: 3843.083008
	Iteration 20F: 3 clusters Score -1.537713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Entering Unmasked Estep 
Score: -2970598.750000 Penalty: 1657.673950
	Iteration 0F: 2 clusters Score -2970599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2952486.750000 Penalty: 3315.347900
	Iteration 0F: 3 clusters Score -2952487 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2959210.750000 Penalty: 3315.347900
	Iteration 1F: 3 clusters Score -2959211 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2959518.750000 Penalty: 3315.347900
	Iteration 2Q: 3 clusters Score -2959519 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2959808.250000 Penalty: 3315.347900
	Iteration 3Q: 3 clusters Score -2959808 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2960068.750000 Penalty: 3315.347900
	Iteration 4Q: 3 clusters Score -2960069 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2960403.750000 Penalty: 3315.347900
	Iteration 5Q: 3 clusters Score -2960404 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2960751.250000 Penalty: 3315.347900
	Iteration 6Q: 3 clusters Score -2960751 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2961253.250000 Penalty: 3315.347900
	Iteration 7Q: 3 clusters Score -2961253 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2961984.750000 Penalty: 3315.347900
	Iteration 8Q: 3 clusters Score -2961985 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2963020.500000 Penalty: 3315.347900
	Iteration 9F: 3 clusters Score -2963020 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2964281.000000 Penalty: 3315.347900
	Iteration 10F: 3 clusters Score -2964281 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2965627.000000 Penalty: 3315.347900
	Iteration 11F: 3 clusters Score -2965627 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2966849.250000 Penalty: 3315.347900
	Iteration 12F: 3 clusters Score -2966849 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2967699.500000 Penalty: 3315.347900
	Iteration 13Q: 3 clusters Score -2967700 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2968279.000000 Penalty: 3315.347900
	Iteration 14Q: 3 clusters Score -2968279 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2968645.250000 Penalty: 3315.347900
	Iteration 15Q: 3 clusters Score -2968645 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2968849.750000 Penalty: 3315.347900
	Iteration 16Q: 3 clusters Score -2968850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2968971.500000 Penalty: 3315.347900
	Iteration 17Q: 3 clusters Score -2968972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -2969038.500000 Penalty: 3315.347900
	Iteration 18Q: 3 clusters Score -2969038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -2969079.750000 Penalty: 3315.347900
	Iteration 19Q: 3 clusters Score -2969080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -2969112.750000 Penalty: 3315.347900
	Iteration 20F: 3 clusters Score -2969113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -2969143.250000 Penalty: 3315.347900
	Iteration 21Q: 3 clusters Score -2969143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2969164.250000 Penalty: 3315.347900
	Iteration 22Q: 3 clusters Score -2969164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2969177.250000 Penalty: 3315.347900
	Iteration 23Q: 3 clusters Score -2969177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -2969183.500000 Penalty: 3315.347900
	Iteration 24Q: 3 clusters Score -2969184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2969186.250000 Penalty: 3315.347900
	Iteration 25Q: 3 clusters Score -2969186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2969191.750000 Penalty: 3315.347900
	Iteration 26Q: 3 clusters Score -2969192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2969191.500000 Penalty: 3315.347900
	Iteration 27Q: 3 clusters Score -2969192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2969200.000000 Penalty: 3315.347900
	Iteration 28Q: 3 clusters Score -2969200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2969202.750000 Penalty: 3315.347900
	Iteration 29Q: 3 clusters Score -2969203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2969203.500000 Penalty: 3315.347900
	Iteration 30Q: 3 clusters Score -2969204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2969203.500000 Penalty: 3315.347900
	Iteration 31F: 3 clusters Score -2969204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -85859.710938 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -85859.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84529.625000 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -84529.62 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84748.265625 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -84748.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84812.406250 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -84812.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84858.906250 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -84858.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84876.468750 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -84876.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84887.468750 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -84887.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84891.000000 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -84891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84895.515625 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -84895.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84899.296875 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -84899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84904.257812 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -84904.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84909.828125 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -84909.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84911.351562 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -84911.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84911.351562 Penalty: 2169.232422
	Iteration 12F: 3 clusters Score -84911.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Entering Unmasked Estep 
Score: -7472760.000000 Penalty: 1802.408203
	Iteration 0F: 2 clusters Score -7472760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -7428930.000000 Penalty: 3604.816406
	Iteration 0F: 3 clusters Score -7428930 nChanged 30804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7446451.000000 Penalty: 3604.816406
	Iteration 1F: 3 clusters Score -7446451 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7447082.000000 Penalty: 3604.816406
	Iteration 2Q: 3 clusters Score -7447082 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7448104.500000 Penalty: 3604.816406
	Iteration 3Q: 3 clusters Score -7448104 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -7449785.000000 Penalty: 3604.816406
	Iteration 4F: 3 clusters Score -7449785 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -7452879.500000 Penalty: 3604.816406
	Iteration 5F: 3 clusters Score -7452880 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -7457862.500000 Penalty: 3604.816406
	Iteration 6F: 3 clusters Score -7457862 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -7463738.500000 Penalty: 3604.816406
	Iteration 7F: 3 clusters Score -7463738 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -7468254.500000 Penalty: 3604.816406
	Iteration 8F: 3 clusters Score -7468254 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -7470268.500000 Penalty: 3604.816406
	Iteration 9Q: 3 clusters Score -7470268 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -7470864.000000 Penalty: 3604.816406
	Iteration 10Q: 3 clusters Score -7470864 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -7471040.500000 Penalty: 3604.816406
	Iteration 11Q: 3 clusters Score -7471040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -7471140.000000 Penalty: 3604.816406
	Iteration 12Q: 3 clusters Score -7471140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -7471194.500000 Penalty: 3604.816406
	Iteration 13Q: 3 clusters Score -7471194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7471216.500000 Penalty: 3604.816406
	Iteration 14Q: 3 clusters Score -7471216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -7471231.500000 Penalty: 3604.816406
	Iteration 15Q: 3 clusters Score -7471232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -7471233.500000 Penalty: 3604.816406
	Iteration 16Q: 3 clusters Score -7471234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -7471245.000000 Penalty: 3604.816406
	Iteration 17Q: 3 clusters Score -7471245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7471255.500000 Penalty: 3604.816406
	Iteration 18Q: 3 clusters Score -7471256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -7471260.500000 Penalty: 3604.816406
	Iteration 19Q: 3 clusters Score -7471260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -7471263.500000 Penalty: 3604.816406
	Iteration 20F: 3 clusters Score -7471264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -7471263.500000 Penalty: 3604.816406
	Iteration 21Q: 3 clusters Score -7471264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -7471263.500000 Penalty: 3604.816406
	Iteration 22F: 3 clusters Score -7471264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -14799.029297 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -14799.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14190.821289 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -14190.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14321.303711 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -14321.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14431.440430 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -14431.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14495.060547 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -14495.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14517.156250 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -14517.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14517.156250 Penalty: 1691.302124
	Iteration 5F: 3 clusters Score -14517.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -173292.390625 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -173292.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171427.343750 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -171427.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171813.015625 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -171813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -171891.921875 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -171891.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171935.687500 Penalty: 2396.142578
	Iteration 3Q: 3 clusters Score -171935.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171962.156250 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -171962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -171982.796875 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -171982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -171994.765625 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -171994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172004.734375 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -172004.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172015.562500 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -172015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172023.140625 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -172023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -172028.406250 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -172028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -172035.703125 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -172035.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -172042.953125 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -172043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -172053.968750 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -172054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172063.546875 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -172063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -172069.234375 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -172069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -172073.421875 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -172073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -172075.703125 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -172075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -172076.750000 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -172076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -172077.687500 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -172077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172078.609375 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -172078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172079.234375 Penalty: 2396.142578
	Iteration 21Q: 3 clusters Score -172079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172080.609375 Penalty: 2396.142578
	Iteration 22Q: 3 clusters Score -172080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172082.937500 Penalty: 2396.142578
	Iteration 23Q: 3 clusters Score -172082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172082.937500 Penalty: 2396.142578
	Iteration 24F: 3 clusters Score -172082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Entering Unmasked Estep 
Score: -4743912.500000 Penalty: 1728.396729
	Iteration 0F: 2 clusters Score -4743912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4715891.500000 Penalty: 3456.793457
	Iteration 0F: 3 clusters Score -4715892 nChanged 19338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4726814.000000 Penalty: 3456.793457
	Iteration 1F: 3 clusters Score -4726814 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4727253.000000 Penalty: 3456.793457
	Iteration 2Q: 3 clusters Score -4727253 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4727660.000000 Penalty: 3456.793457
	Iteration 3Q: 3 clusters Score -4727660 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4728119.500000 Penalty: 3456.793457
	Iteration 4Q: 3 clusters Score -4728120 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4728667.000000 Penalty: 3456.793457
	Iteration 5Q: 3 clusters Score -4728667 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4729393.500000 Penalty: 3456.793457
	Iteration 6Q: 3 clusters Score -4729394 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4730549.500000 Penalty: 3456.793457
	Iteration 7Q: 3 clusters Score -4730550 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4732189.000000 Penalty: 3456.793457
	Iteration 8F: 3 clusters Score -4732189 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4734049.500000 Penalty: 3456.793457
	Iteration 9F: 3 clusters Score -4734050 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4735811.500000 Penalty: 3456.793457
	Iteration 10F: 3 clusters Score -4735812 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4736924.000000 Penalty: 3456.793457
	Iteration 11Q: 3 clusters Score -4736924 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4737384.000000 Penalty: 3456.793457
	Iteration 12Q: 3 clusters Score -4737384 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4737670.000000 Penalty: 3456.793457
	Iteration 13Q: 3 clusters Score -4737670 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4737867.500000 Penalty: 3456.793457
	Iteration 14Q: 3 clusters Score -4737868 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4738045.500000 Penalty: 3456.793457
	Iteration 15Q: 3 clusters Score -4738046 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4738223.500000 Penalty: 3456.793457
	Iteration 16Q: 3 clusters Score -4738224 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4738359.000000 Penalty: 3456.793457
	Iteration 17Q: 3 clusters Score -4738359 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4738526.500000 Penalty: 3456.793457
	Iteration 18Q: 3 clusters Score -4738526 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4738714.000000 Penalty: 3456.793457
	Iteration 19Q: 3 clusters Score -4738714 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4738872.500000 Penalty: 3456.793457
	Iteration 20F: 3 clusters Score -4738872 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4739071.000000 Penalty: 3456.793457
	Iteration 21Q: 3 clusters Score -4739071 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4739198.500000 Penalty: 3456.793457
	Iteration 22Q: 3 clusters Score -4739198 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4739340.500000 Penalty: 3456.793457
	Iteration 23Q: 3 clusters Score -4739340 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4739502.500000 Penalty: 3456.793457
	Iteration 24Q: 3 clusters Score -4739502 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -4739657.000000 Penalty: 3456.793457
	Iteration 25Q: 3 clusters Score -4739657 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -4739789.500000 Penalty: 3456.793457
	Iteration 26Q: 3 clusters Score -4739790 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4739951.500000 Penalty: 3456.793457
	Iteration 27Q: 3 clusters Score -4739952 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4740104.000000 Penalty: 3456.793457
	Iteration 28Q: 3 clusters Score -4740104 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4740255.500000 Penalty: 3456.793457
	Iteration 29Q: 3 clusters Score -4740256 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4740368.000000 Penalty: 3456.793457
	Iteration 30Q: 3 clusters Score -4740368 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4740488.000000 Penalty: 3456.793457
	Iteration 31Q: 3 clusters Score -4740488 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4740587.500000 Penalty: 3456.793457
	Iteration 32Q: 3 clusters Score -4740588 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4740692.500000 Penalty: 3456.793457
	Iteration 33Q: 3 clusters Score -4740692 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4740778.000000 Penalty: 3456.793457
	Iteration 34Q: 3 clusters Score -4740778 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4740884.000000 Penalty: 3456.793457
	Iteration 35Q: 3 clusters Score -4740884 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4741009.500000 Penalty: 3456.793457
	Iteration 36Q: 3 clusters Score -4741010 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4741142.000000 Penalty: 3456.793457
	Iteration 37Q: 3 clusters Score -4741142 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4741246.500000 Penalty: 3456.793457
	Iteration 38Q: 3 clusters Score -4741246 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4741374.500000 Penalty: 3456.793457
	Iteration 39Q: 3 clusters Score -4741374 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4741474.000000 Penalty: 3456.793457
	Iteration 40F: 3 clusters Score -4741474 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4741538.500000 Penalty: 3456.793457
	Iteration 41Q: 3 clusters Score -4741538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4741623.000000 Penalty: 3456.793457
	Iteration 42Q: 3 clusters Score -4741623 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4741710.500000 Penalty: 3456.793457
	Iteration 43Q: 3 clusters Score -4741710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4741797.000000 Penalty: 3456.793457
	Iteration 44Q: 3 clusters Score -4741797 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4741872.000000 Penalty: 3456.793457
	Iteration 45Q: 3 clusters Score -4741872 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4741916.000000 Penalty: 3456.793457
	Iteration 46Q: 3 clusters Score -4741916 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4741983.500000 Penalty: 3456.793457
	Iteration 47Q: 3 clusters Score -4741984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4742038.000000 Penalty: 3456.793457
	Iteration 48Q: 3 clusters Score -4742038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4742072.500000 Penalty: 3456.793457
	Iteration 49Q: 3 clusters Score -4742072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4742118.000000 Penalty: 3456.793457
	Iteration 50Q: 3 clusters Score -4742118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4742155.500000 Penalty: 3456.793457
	Iteration 51Q: 3 clusters Score -4742156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4742192.000000 Penalty: 3456.793457
	Iteration 52Q: 3 clusters Score -4742192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4742230.500000 Penalty: 3456.793457
	Iteration 53Q: 3 clusters Score -4742230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4742267.500000 Penalty: 3456.793457
	Iteration 54Q: 3 clusters Score -4742268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4742294.500000 Penalty: 3456.793457
	Iteration 55Q: 3 clusters Score -4742294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4742329.500000 Penalty: 3456.793457
	Iteration 56Q: 3 clusters Score -4742330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4742358.500000 Penalty: 3456.793457
	Iteration 57Q: 3 clusters Score -4742358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4742376.500000 Penalty: 3456.793457
	Iteration 58Q: 3 clusters Score -4742376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4742378.500000 Penalty: 3456.793457
	Iteration 59Q: 3 clusters Score -4742378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4742393.000000 Penalty: 3456.793457
	Iteration 60F: 3 clusters Score -4742393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4742407.500000 Penalty: 3456.793457
	Iteration 61Q: 3 clusters Score -4742408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4742407.000000 Penalty: 3456.793457
	Iteration 62Q: 3 clusters Score -4742407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4742415.000000 Penalty: 3456.793457
	Iteration 63Q: 3 clusters Score -4742415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4742420.000000 Penalty: 3456.793457
	Iteration 64Q: 3 clusters Score -4742420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4742428.000000 Penalty: 3456.793457
	Iteration 65Q: 3 clusters Score -4742428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4742425.000000 Penalty: 3456.793457
	Iteration 66Q: 3 clusters Score -4742425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4742440.500000 Penalty: 3456.793457
	Iteration 67Q: 3 clusters Score -4742440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4742439.000000 Penalty: 3456.793457
	Iteration 68Q: 3 clusters Score -4742439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4742452.500000 Penalty: 3456.793457
	Iteration 69Q: 3 clusters Score -4742452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4742453.000000 Penalty: 3456.793457
	Iteration 70Q: 3 clusters Score -4742453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4742463.000000 Penalty: 3456.793457
	Iteration 71Q: 3 clusters Score -4742463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4742473.500000 Penalty: 3456.793457
	Iteration 72Q: 3 clusters Score -4742474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4742476.500000 Penalty: 3456.793457
	Iteration 73Q: 3 clusters Score -4742476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4742476.500000 Penalty: 3456.793457
	Iteration 74Q: 3 clusters Score -4742476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4742488.000000 Penalty: 3456.793457
	Iteration 75Q: 3 clusters Score -4742488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4742484.000000 Penalty: 3456.793457
	Iteration 76Q: 3 clusters Score -4742484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4742488.500000 Penalty: 3456.793457
	Iteration 77Q: 3 clusters Score -4742488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4742487.500000 Penalty: 3456.793457
	Iteration 78Q: 3 clusters Score -4742488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4742487.500000 Penalty: 3456.793457
	Iteration 79Q: 3 clusters Score -4742488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4742487.000000 Penalty: 3456.793457
	Iteration 80F: 3 clusters Score -4742487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4742490.500000 Penalty: 3456.793457
	Iteration 81Q: 3 clusters Score -4742490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4742493.000000 Penalty: 3456.793457
	Iteration 82Q: 3 clusters Score -4742493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4742491.500000 Penalty: 3456.793457
	Iteration 83Q: 3 clusters Score -4742492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4742491.500000 Penalty: 3456.793457
	Iteration 84F: 3 clusters Score -4742492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Entering Unmasked Estep 
Score: -4384488.000000 Penalty: 1715.073975
	Iteration 0F: 2 clusters Score -4384488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4358796.000000 Penalty: 3430.147949
	Iteration 0F: 3 clusters Score -4358796 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4368890.500000 Penalty: 3430.147949
	Iteration 1F: 3 clusters Score -4368890 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4369244.000000 Penalty: 3430.147949
	Iteration 2Q: 3 clusters Score -4369244 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4369612.000000 Penalty: 3430.147949
	Iteration 3Q: 3 clusters Score -4369612 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4370038.000000 Penalty: 3430.147949
	Iteration 4Q: 3 clusters Score -4370038 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4370582.000000 Penalty: 3430.147949
	Iteration 5Q: 3 clusters Score -4370582 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -4371422.500000 Penalty: 3430.147949
	Iteration 6Q: 3 clusters Score -4371422 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -4372813.000000 Penalty: 3430.147949
	Iteration 7F: 3 clusters Score -4372813 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4374721.000000 Penalty: 3430.147949
	Iteration 8F: 3 clusters Score -4374721 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4376909.500000 Penalty: 3430.147949
	Iteration 9F: 3 clusters Score -4376910 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4378983.000000 Penalty: 3430.147949
	Iteration 10F: 3 clusters Score -4378983 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4380580.000000 Penalty: 3430.147949
	Iteration 11Q: 3 clusters Score -4380580 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4381623.500000 Penalty: 3430.147949
	Iteration 12Q: 3 clusters Score -4381624 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4382241.000000 Penalty: 3430.147949
	Iteration 13Q: 3 clusters Score -4382241 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4382576.500000 Penalty: 3430.147949
	Iteration 14Q: 3 clusters Score -4382576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4382732.500000 Penalty: 3430.147949
	Iteration 15Q: 3 clusters Score -4382732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4382828.500000 Penalty: 3430.147949
	Iteration 16Q: 3 clusters Score -4382828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -4382894.500000 Penalty: 3430.147949
	Iteration 17Q: 3 clusters Score -4382894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4382938.000000 Penalty: 3430.147949
	Iteration 18Q: 3 clusters Score -4382938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4382944.500000 Penalty: 3430.147949
	Iteration 19Q: 3 clusters Score -4382944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4382958.500000 Penalty: 3430.147949
	Iteration 20F: 3 clusters Score -4382958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4382964.500000 Penalty: 3430.147949
	Iteration 21Q: 3 clusters Score -4382964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4382971.000000 Penalty: 3430.147949
	Iteration 22Q: 3 clusters Score -4382971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -4382972.000000 Penalty: 3430.147949
	Iteration 23Q: 3 clusters Score -4382972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4382976.500000 Penalty: 3430.147949
	Iteration 24Q: 3 clusters Score -4382976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4382981.500000 Penalty: 3430.147949
	Iteration 25Q: 3 clusters Score -4382982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -4382982.000000 Penalty: 3430.147949
	Iteration 26Q: 3 clusters Score -4382982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -4382982.000000 Penalty: 3430.147949
	Iteration 27F: 3 clusters Score -4382982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -246975.437500 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -246975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -244769.546875 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -244769.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -245219.031250 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -245219 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -245339.687500 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -245339.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245396.656250 Penalty: 2492.282227
	Iteration 3Q: 3 clusters Score -245396.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -245445.421875 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -245445.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -245474.531250 Penalty: 2492.282227
	Iteration 5Q: 3 clusters Score -245474.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -245496.281250 Penalty: 2492.282227
	Iteration 6Q: 3 clusters Score -245496.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -245517.359375 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -245517.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -245547.859375 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -245547.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -245569.953125 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -245570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -245590.296875 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -245590.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -245610.906250 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -245610.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -245629.140625 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -245629.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -245643.000000 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -245643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -245652.906250 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -245652.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -245663.906250 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -245663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -245673.062500 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -245673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -245680.562500 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -245680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -245688.953125 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -245689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -245696.593750 Penalty: 2492.282227
	Iteration 19Q: 3 clusters Score -245696.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -245704.828125 Penalty: 2492.282227
	Iteration 20F: 3 clusters Score -245704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -245711.218750 Penalty: 2492.282227
	Iteration 21Q: 3 clusters Score -245711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -245719.062500 Penalty: 2492.282227
	Iteration 22Q: 3 clusters Score -245719.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -245727.453125 Penalty: 2492.282227
	Iteration 23Q: 3 clusters Score -245727.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -245736.125000 Penalty: 2492.282227
	Iteration 24Q: 3 clusters Score -245736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -245738.375000 Penalty: 2492.282227
	Iteration 25Q: 3 clusters Score -245738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -245740.781250 Penalty: 2492.282227
	Iteration 26Q: 3 clusters Score -245740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -245742.046875 Penalty: 2492.282227
	Iteration 27Q: 3 clusters Score -245742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -245743.875000 Penalty: 2492.282227
	Iteration 28Q: 3 clusters Score -245743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -245746.640625 Penalty: 2492.282227
	Iteration 29Q: 3 clusters Score -245746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -245748.125000 Penalty: 2492.282227
	Iteration 30Q: 3 clusters Score -245748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -245749.359375 Penalty: 2492.282227
	Iteration 31Q: 3 clusters Score -245749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -245751.578125 Penalty: 2492.282227
	Iteration 32Q: 3 clusters Score -245751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -245751.640625 Penalty: 2492.282227
	Iteration 33Q: 3 clusters Score -245751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -245751.640625 Penalty: 2492.282227
	Iteration 34F: 3 clusters Score -245751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1466877.375000 Penalty: 1537.048828
	Iteration 0F: 2 clusters Score -1466877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1457864.875000 Penalty: 3074.097656
	Iteration 0F: 3 clusters Score -1457865 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1460880.375000 Penalty: 3074.097656
	Iteration 1F: 3 clusters Score -1460880 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1461124.375000 Penalty: 3074.097656
	Iteration 2F: 3 clusters Score -1461124 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1461312.500000 Penalty: 3074.097656
	Iteration 3Q: 3 clusters Score -1461312 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1461487.125000 Penalty: 3074.097656
	Iteration 4Q: 3 clusters Score -1461487 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1461684.125000 Penalty: 3074.097656
	Iteration 5Q: 3 clusters Score -1461684 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1461898.250000 Penalty: 3074.097656
	Iteration 6Q: 3 clusters Score -1461898 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1462151.375000 Penalty: 3074.097656
	Iteration 7Q: 3 clusters Score -1462151 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1462497.625000 Penalty: 3074.097656
	Iteration 8Q: 3 clusters Score -1462498 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1462906.125000 Penalty: 3074.097656
	Iteration 9F: 3 clusters Score -1462906 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1463454.750000 Penalty: 3074.097656
	Iteration 10F: 3 clusters Score -1463455 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1464008.125000 Penalty: 3074.097656
	Iteration 11F: 3 clusters Score -1464008 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1464473.125000 Penalty: 3074.097656
	Iteration 12Q: 3 clusters Score -1464473 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1464757.000000 Penalty: 3074.097656
	Iteration 13Q: 3 clusters Score -1464757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1464905.875000 Penalty: 3074.097656
	Iteration 14Q: 3 clusters Score -1464906 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1465014.125000 Penalty: 3074.097656
	Iteration 15Q: 3 clusters Score -1465014 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1465092.500000 Penalty: 3074.097656
	Iteration 16Q: 3 clusters Score -1465092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1465163.500000 Penalty: 3074.097656
	Iteration 17Q: 3 clusters Score -1465164 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1465223.625000 Penalty: 3074.097656
	Iteration 18Q: 3 clusters Score -1465224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1465270.375000 Penalty: 3074.097656
	Iteration 19Q: 3 clusters Score -1465270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1465317.000000 Penalty: 3074.097656
	Iteration 20F: 3 clusters Score -1465317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1465350.125000 Penalty: 3074.097656
	Iteration 21Q: 3 clusters Score -1465350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1465379.875000 Penalty: 3074.097656
	Iteration 22Q: 3 clusters Score -1465380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1465410.500000 Penalty: 3074.097656
	Iteration 23Q: 3 clusters Score -1465410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1465440.875000 Penalty: 3074.097656
	Iteration 24Q: 3 clusters Score -1465441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1465459.875000 Penalty: 3074.097656
	Iteration 25Q: 3 clusters Score -1465460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1465481.125000 Penalty: 3074.097656
	Iteration 26Q: 3 clusters Score -1465481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1465487.875000 Penalty: 3074.097656
	Iteration 27Q: 3 clusters Score -1465488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1465495.250000 Penalty: 3074.097656
	Iteration 28Q: 3 clusters Score -1465495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1465499.000000 Penalty: 3074.097656
	Iteration 29Q: 3 clusters Score -1465499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1465502.125000 Penalty: 3074.097656
	Iteration 30Q: 3 clusters Score -1465502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1465508.625000 Penalty: 3074.097656
	Iteration 31Q: 3 clusters Score -1465509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1465511.625000 Penalty: 3074.097656
	Iteration 32Q: 3 clusters Score -1465512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1465515.625000 Penalty: 3074.097656
	Iteration 33Q: 3 clusters Score -1465516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1465521.000000 Penalty: 3074.097656
	Iteration 34Q: 3 clusters Score -1465521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1465525.625000 Penalty: 3074.097656
	Iteration 35Q: 3 clusters Score -1465526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1465531.625000 Penalty: 3074.097656
	Iteration 36Q: 3 clusters Score -1465532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1465539.125000 Penalty: 3074.097656
	Iteration 37Q: 3 clusters Score -1465539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1465550.000000 Penalty: 3074.097656
	Iteration 38Q: 3 clusters Score -1465550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1465560.375000 Penalty: 3074.097656
	Iteration 39Q: 3 clusters Score -1465560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1465563.875000 Penalty: 3074.097656
	Iteration 40F: 3 clusters Score -1465564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1465565.000000 Penalty: 3074.097656
	Iteration 41Q: 3 clusters Score -1465565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1465567.875000 Penalty: 3074.097656
	Iteration 42Q: 3 clusters Score -1465568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1465568.750000 Penalty: 3074.097656
	Iteration 43Q: 3 clusters Score -1465569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1465571.000000 Penalty: 3074.097656
	Iteration 44Q: 3 clusters Score -1465571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1465569.250000 Penalty: 3074.097656
	Iteration 45Q: 3 clusters Score -1465569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1465571.625000 Penalty: 3074.097656
	Iteration 46Q: 3 clusters Score -1465572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1465571.625000 Penalty: 3074.097656
	Iteration 47Q: 3 clusters Score -1465572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1465573.375000 Penalty: 3074.097656
	Iteration 48Q: 3 clusters Score -1465573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1465572.000000 Penalty: 3074.097656
	Iteration 49Q: 3 clusters Score -1465572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1465578.000000 Penalty: 3074.097656
	Iteration 50Q: 3 clusters Score -1465578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1465575.500000 Penalty: 3074.097656
	Iteration 51Q: 3 clusters Score -1465576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1465579.000000 Penalty: 3074.097656
	Iteration 52Q: 3 clusters Score -1465579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1465579.000000 Penalty: 3074.097656
	Iteration 53Q: 3 clusters Score -1465579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1465576.750000 Penalty: 3074.097656
	Iteration 54Q: 3 clusters Score -1465577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1465576.750000 Penalty: 3074.097656
	Iteration 55F: 3 clusters Score -1465577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -187776.812500 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -187776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185891.968750 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -185892 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186262.890625 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -186262.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186342.656250 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -186342.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186386.531250 Penalty: 2410.908691
	Iteration 3Q: 3 clusters Score -186386.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186404.859375 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -186404.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186419.937500 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -186419.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186431.203125 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -186431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186442.437500 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -186442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186452.546875 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -186452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186461.156250 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -186461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186468.609375 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -186468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186476.390625 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -186476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186483.296875 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -186483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186492.843750 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -186492.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186501.125000 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -186501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -186504.875000 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -186504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186507.468750 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -186507.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186512.187500 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -186512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186516.765625 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -186516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186520.500000 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -186520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186525.312500 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -186525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186530.406250 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -186530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186534.218750 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -186534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186541.390625 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -186541.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186549.750000 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -186549.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186556.750000 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -186556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -186564.203125 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -186564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -186569.609375 Penalty: 2410.908691
	Iteration 27Q: 3 clusters Score -186569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186574.734375 Penalty: 2410.908691
	Iteration 28Q: 3 clusters Score -186574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186576.546875 Penalty: 2410.908691
	Iteration 29Q: 3 clusters Score -186576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186576.968750 Penalty: 2410.908691
	Iteration 30Q: 3 clusters Score -186577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186577.250000 Penalty: 2410.908691
	Iteration 31Q: 3 clusters Score -186577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186577.250000 Penalty: 2410.908691
	Iteration 32F: 3 clusters Score -186577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Entering Unmasked Estep 
Score: -5120869.500000 Penalty: 1740.568359
	Iteration 0F: 2 clusters Score -5120870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5090750.500000 Penalty: 3481.136719
	Iteration 0F: 3 clusters Score -5090750 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5102517.000000 Penalty: 3481.136719
	Iteration 1F: 3 clusters Score -5102517 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5102987.500000 Penalty: 3481.136719
	Iteration 2Q: 3 clusters Score -5102988 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5103562.000000 Penalty: 3481.136719
	Iteration 3Q: 3 clusters Score -5103562 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -5104180.000000 Penalty: 3481.136719
	Iteration 4Q: 3 clusters Score -5104180 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5105007.500000 Penalty: 3481.136719
	Iteration 5Q: 3 clusters Score -5105008 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5106361.000000 Penalty: 3481.136719
	Iteration 6F: 3 clusters Score -5106361 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5108400.000000 Penalty: 3481.136719
	Iteration 7F: 3 clusters Score -5108400 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5111143.000000 Penalty: 3481.136719
	Iteration 8F: 3 clusters Score -5111143 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5114031.000000 Penalty: 3481.136719
	Iteration 9F: 3 clusters Score -5114031 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -5115799.000000 Penalty: 3481.136719
	Iteration 10F: 3 clusters Score -5115799 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5116547.000000 Penalty: 3481.136719
	Iteration 11Q: 3 clusters Score -5116547 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -5116870.500000 Penalty: 3481.136719
	Iteration 12Q: 3 clusters Score -5116870 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5117121.500000 Penalty: 3481.136719
	Iteration 13Q: 3 clusters Score -5117122 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5117343.500000 Penalty: 3481.136719
	Iteration 14Q: 3 clusters Score -5117344 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5117466.500000 Penalty: 3481.136719
	Iteration 15Q: 3 clusters Score -5117466 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5117606.500000 Penalty: 3481.136719
	Iteration 16Q: 3 clusters Score -5117606 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5117773.000000 Penalty: 3481.136719
	Iteration 17Q: 3 clusters Score -5117773 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5117931.000000 Penalty: 3481.136719
	Iteration 18Q: 3 clusters Score -5117931 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -5118079.000000 Penalty: 3481.136719
	Iteration 19Q: 3 clusters Score -5118079 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5118207.500000 Penalty: 3481.136719
	Iteration 20F: 3 clusters Score -5118208 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5118305.000000 Penalty: 3481.136719
	Iteration 21Q: 3 clusters Score -5118305 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5118424.500000 Penalty: 3481.136719
	Iteration 22Q: 3 clusters Score -5118424 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5118557.500000 Penalty: 3481.136719
	Iteration 23Q: 3 clusters Score -5118558 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5118662.500000 Penalty: 3481.136719
	Iteration 24Q: 3 clusters Score -5118662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5118758.000000 Penalty: 3481.136719
	Iteration 25Q: 3 clusters Score -5118758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5118854.000000 Penalty: 3481.136719
	Iteration 26Q: 3 clusters Score -5118854 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5118905.000000 Penalty: 3481.136719
	Iteration 27Q: 3 clusters Score -5118905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5118964.500000 Penalty: 3481.136719
	Iteration 28Q: 3 clusters Score -5118964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5119029.500000 Penalty: 3481.136719
	Iteration 29Q: 3 clusters Score -5119030 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5119104.000000 Penalty: 3481.136719
	Iteration 30Q: 3 clusters Score -5119104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5119164.500000 Penalty: 3481.136719
	Iteration 31Q: 3 clusters Score -5119164 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5119209.500000 Penalty: 3481.136719
	Iteration 32Q: 3 clusters Score -5119210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5119247.500000 Penalty: 3481.136719
	Iteration 33Q: 3 clusters Score -5119248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5119301.000000 Penalty: 3481.136719
	Iteration 34Q: 3 clusters Score -5119301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5119356.000000 Penalty: 3481.136719
	Iteration 35Q: 3 clusters Score -5119356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5119385.000000 Penalty: 3481.136719
	Iteration 36Q: 3 clusters Score -5119385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5119423.500000 Penalty: 3481.136719
	Iteration 37Q: 3 clusters Score -5119424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5119450.000000 Penalty: 3481.136719
	Iteration 38Q: 3 clusters Score -5119450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5119481.000000 Penalty: 3481.136719
	Iteration 39Q: 3 clusters Score -5119481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5119498.500000 Penalty: 3481.136719
	Iteration 40F: 3 clusters Score -5119498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5119514.500000 Penalty: 3481.136719
	Iteration 41Q: 3 clusters Score -5119514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5119540.000000 Penalty: 3481.136719
	Iteration 42Q: 3 clusters Score -5119540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5119554.000000 Penalty: 3481.136719
	Iteration 43Q: 3 clusters Score -5119554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5119573.000000 Penalty: 3481.136719
	Iteration 44Q: 3 clusters Score -5119573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5119574.500000 Penalty: 3481.136719
	Iteration 45Q: 3 clusters Score -5119574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5119601.500000 Penalty: 3481.136719
	Iteration 46Q: 3 clusters Score -5119602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5119609.000000 Penalty: 3481.136719
	Iteration 47Q: 3 clusters Score -5119609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5119614.000000 Penalty: 3481.136719
	Iteration 48Q: 3 clusters Score -5119614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5119614.500000 Penalty: 3481.136719
	Iteration 49Q: 3 clusters Score -5119614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5119623.000000 Penalty: 3481.136719
	Iteration 50Q: 3 clusters Score -5119623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5119623.500000 Penalty: 3481.136719
	Iteration 51Q: 3 clusters Score -5119624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5119636.500000 Penalty: 3481.136719
	Iteration 52Q: 3 clusters Score -5119636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5119637.000000 Penalty: 3481.136719
	Iteration 53Q: 3 clusters Score -5119637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5119636.000000 Penalty: 3481.136719
	Iteration 54Q: 3 clusters Score -5119636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5119638.500000 Penalty: 3481.136719
	Iteration 55Q: 3 clusters Score -5119638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5119653.000000 Penalty: 3481.136719
	Iteration 56Q: 3 clusters Score -5119653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5119662.000000 Penalty: 3481.136719
	Iteration 57Q: 3 clusters Score -5119662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5119663.000000 Penalty: 3481.136719
	Iteration 58Q: 3 clusters Score -5119663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5119662.000000 Penalty: 3481.136719
	Iteration 59Q: 3 clusters Score -5119662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5119664.500000 Penalty: 3481.136719
	Iteration 60F: 3 clusters Score -5119664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5119666.500000 Penalty: 3481.136719
	Iteration 61Q: 3 clusters Score -5119666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5119668.000000 Penalty: 3481.136719
	Iteration 62Q: 3 clusters Score -5119668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5119667.000000 Penalty: 3481.136719
	Iteration 63Q: 3 clusters Score -5119667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5119672.000000 Penalty: 3481.136719
	Iteration 64Q: 3 clusters Score -5119672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5119670.000000 Penalty: 3481.136719
	Iteration 65Q: 3 clusters Score -5119670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5119672.000000 Penalty: 3481.136719
	Iteration 66Q: 3 clusters Score -5119672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5119671.500000 Penalty: 3481.136719
	Iteration 67Q: 3 clusters Score -5119672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5119675.000000 Penalty: 3481.136719
	Iteration 68Q: 3 clusters Score -5119675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5119676.500000 Penalty: 3481.136719
	Iteration 69Q: 3 clusters Score -5119676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5119685.500000 Penalty: 3481.136719
	Iteration 70Q: 3 clusters Score -5119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5119680.000000 Penalty: 3481.136719
	Iteration 71Q: 3 clusters Score -5119680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5119679.500000 Penalty: 3481.136719
	Iteration 72Q: 3 clusters Score -5119680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5119680.500000 Penalty: 3481.136719
	Iteration 73Q: 3 clusters Score -5119680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5119681.500000 Penalty: 3481.136719
	Iteration 74Q: 3 clusters Score -5119682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5119682.500000 Penalty: 3481.136719
	Iteration 75Q: 3 clusters Score -5119682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5119679.500000 Penalty: 3481.136719
	Iteration 76Q: 3 clusters Score -5119680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5119688.500000 Penalty: 3481.136719
	Iteration 77Q: 3 clusters Score -5119688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5119688.500000 Penalty: 3481.136719
	Iteration 78Q: 3 clusters Score -5119688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5119683.000000 Penalty: 3481.136719
	Iteration 79Q: 3 clusters Score -5119683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5119686.000000 Penalty: 3481.136719
	Iteration 80F: 3 clusters Score -5119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5119683.500000 Penalty: 3481.136719
	Iteration 81Q: 3 clusters Score -5119684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5119683.500000 Penalty: 3481.136719
	Iteration 82F: 3 clusters Score -5119684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Entering Unmasked Estep 
Score: -9729473.000000 Penalty: 1848.330444
	Iteration 0F: 2 clusters Score -9729473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -9671325.000000 Penalty: 3696.660889
	Iteration 0F: 3 clusters Score -9671325 nChanged 41400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -9694722.000000 Penalty: 3696.660889
	Iteration 1F: 3 clusters Score -9694722 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -9695164.000000 Penalty: 3696.660889
	Iteration 2Q: 3 clusters Score -9695164 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -9695691.000000 Penalty: 3696.660889
	Iteration 3Q: 3 clusters Score -9695691 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -9696560.000000 Penalty: 3696.660889
	Iteration 4Q: 3 clusters Score -9696560 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -9697764.000000 Penalty: 3696.660889
	Iteration 5Q: 3 clusters Score -9697764 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -9699701.000000 Penalty: 3696.660889
	Iteration 6Q: 3 clusters Score -9699701 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -9702883.000000 Penalty: 3696.660889
	Iteration 7F: 3 clusters Score -9702883 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -9707673.000000 Penalty: 3696.660889
	Iteration 8F: 3 clusters Score -9707673 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -9713670.000000 Penalty: 3696.660889
	Iteration 9F: 3 clusters Score -9713670 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -9719271.000000 Penalty: 3696.660889
	Iteration 10F: 3 clusters Score -9719271 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -9723354.000000 Penalty: 3696.660889
	Iteration 11F: 3 clusters Score -9723354 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9725690.000000 Penalty: 3696.660889
	Iteration 12Q: 3 clusters Score -9725690 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9726788.000000 Penalty: 3696.660889
	Iteration 13Q: 3 clusters Score -9726788 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9727344.000000 Penalty: 3696.660889
	Iteration 14Q: 3 clusters Score -9727344 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9727576.000000 Penalty: 3696.660889
	Iteration 15Q: 3 clusters Score -9727576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9727680.000000 Penalty: 3696.660889
	Iteration 16Q: 3 clusters Score -9727680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9727750.000000 Penalty: 3696.660889
	Iteration 17Q: 3 clusters Score -9727750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9727796.000000 Penalty: 3696.660889
	Iteration 18Q: 3 clusters Score -9727796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9727820.000000 Penalty: 3696.660889
	Iteration 19Q: 3 clusters Score -9727820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9727832.000000 Penalty: 3696.660889
	Iteration 20F: 3 clusters Score -9727832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9727844.000000 Penalty: 3696.660889
	Iteration 21Q: 3 clusters Score -9727844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9727861.000000 Penalty: 3696.660889
	Iteration 22Q: 3 clusters Score -9727861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9727869.000000 Penalty: 3696.660889
	Iteration 23Q: 3 clusters Score -9727869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9727865.000000 Penalty: 3696.660889
	Iteration 24Q: 3 clusters Score -9727865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9727869.000000 Penalty: 3696.660889
	Iteration 25Q: 3 clusters Score -9727869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9727873.000000 Penalty: 3696.660889
	Iteration 26Q: 3 clusters Score -9727873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9727873.000000 Penalty: 3696.660889
	Iteration 27Q: 3 clusters Score -9727873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9727877.000000 Penalty: 3696.660889
	Iteration 28Q: 3 clusters Score -9727877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9727881.000000 Penalty: 3696.660889
	Iteration 29Q: 3 clusters Score -9727881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9727881.000000 Penalty: 3696.660889
	Iteration 30Q: 3 clusters Score -9727881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9727882.000000 Penalty: 3696.660889
	Iteration 31Q: 3 clusters Score -9727882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9727882.000000 Penalty: 3696.660889
	Iteration 32Q: 3 clusters Score -9727882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9727889.000000 Penalty: 3696.660889
	Iteration 33Q: 3 clusters Score -9727889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9727888.000000 Penalty: 3696.660889
	Iteration 34Q: 3 clusters Score -9727888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9727888.000000 Penalty: 3696.660889
	Iteration 35Q: 3 clusters Score -9727888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9727888.000000 Penalty: 3696.660889
	Iteration 36Q: 3 clusters Score -9727888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9727885.000000 Penalty: 3696.660889
	Iteration 37Q: 3 clusters Score -9727885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9727888.000000 Penalty: 3696.660889
	Iteration 38Q: 3 clusters Score -9727888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9727892.000000 Penalty: 3696.660889
	Iteration 39Q: 3 clusters Score -9727892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9727893.000000 Penalty: 3696.660889
	Iteration 40F: 3 clusters Score -9727893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9727896.000000 Penalty: 3696.660889
	Iteration 41Q: 3 clusters Score -9727896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9727893.000000 Penalty: 3696.660889
	Iteration 42Q: 3 clusters Score -9727893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9727894.000000 Penalty: 3696.660889
	Iteration 43Q: 3 clusters Score -9727894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9727897.000000 Penalty: 3696.660889
	Iteration 44Q: 3 clusters Score -9727897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9727903.000000 Penalty: 3696.660889
	Iteration 45Q: 3 clusters Score -9727903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9727902.000000 Penalty: 3696.660889
	Iteration 46Q: 3 clusters Score -9727902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9727905.000000 Penalty: 3696.660889
	Iteration 47Q: 3 clusters Score -9727905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9727904.000000 Penalty: 3696.660889
	Iteration 48Q: 3 clusters Score -9727904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9727907.000000 Penalty: 3696.660889
	Iteration 49Q: 3 clusters Score -9727907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9727907.000000 Penalty: 3696.660889
	Iteration 50F: 3 clusters Score -9727907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 112838 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 136608 members 
Mstep: Class 6 contains 26932 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65627 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 41618 members 
Mstep: Class 12 contains 38342 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 19 contains 44855 members 
Mstep: Class 21 contains 87059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753420.000000 Penalty: 36686.867188
Iteration 159Q: 18 clusters Score -6.475342e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 112353 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 136666 members 
Mstep: Class 6 contains 26918 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65619 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 41791 members 
Mstep: Class 12 contains 38496 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 19 contains 44886 members 
Mstep: Class 21 contains 87062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753492.000000 Penalty: 36686.867188
Iteration 160F: 18 clusters Score -6.475349e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 3 contains 111876 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 136729 members 
Mstep: Class 6 contains 26913 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65609 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 41955 members 
Mstep: Class 12 contains 38637 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 19 contains 44914 members 
Mstep: Class 21 contains 87068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753552.000000 Penalty: 36686.867188
Iteration 161Q: 18 clusters Score -6.475355e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 111470 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 136787 members 
Mstep: Class 6 contains 26907 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65603 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42081 members 
Mstep: Class 12 contains 38756 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 13113 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 19 contains 44942 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753588.000000 Penalty: 36686.867188
Iteration 162Q: 18 clusters Score -6.475359e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 111047 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 136890 members 
Mstep: Class 6 contains 26900 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 65594 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42189 members 
Mstep: Class 12 contains 38875 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 19 contains 44960 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753676.000000 Penalty: 36686.867188
Iteration 163Q: 18 clusters Score -6.475368e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 110650 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 136996 members 
Mstep: Class 6 contains 26886 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 65598 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42283 members 
Mstep: Class 12 contains 38987 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 13296 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 19 contains 44969 members 
Mstep: Class 21 contains 87077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753628.000000 Penalty: 36686.867188
Iteration 164Q: 18 clusters Score -6.475363e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 110310 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 137076 members 
Mstep: Class 6 contains 26864 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 65597 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 39096 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 19 contains 44987 members 
Mstep: Class 21 contains 87077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753660.000000 Penalty: 36686.867188
Iteration 165Q: 18 clusters Score -6.475366e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 109973 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 137150 members 
Mstep: Class 6 contains 26857 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65597 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42464 members 
Mstep: Class 12 contains 39197 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 13452 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 19 contains 44991 members 
Mstep: Class 21 contains 87078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753680.000000 Penalty: 36686.867188
Iteration 166Q: 18 clusters Score -6.475368e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4449 members 
Mstep: Class 3 contains 109676 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 137215 members 
Mstep: Class 6 contains 26848 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65591 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42549 members 
Mstep: Class 12 contains 39296 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 13514 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 19 contains 44996 members 
Mstep: Class 21 contains 87079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753688.000000 Penalty: 36686.867188
Iteration 167Q: 18 clusters Score -6.475369e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 109414 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 137228 members 
Mstep: Class 6 contains 26840 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65597 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 39402 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 13584 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 19 contains 45012 members 
Mstep: Class 21 contains 87077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753744.000000 Penalty: 36686.867188
Iteration 168Q: 18 clusters Score -6.475374e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 109162 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 137255 members 
Mstep: Class 6 contains 26825 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65601 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42678 members 
Mstep: Class 12 contains 39498 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 13645 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 19 contains 45035 members 
Mstep: Class 21 contains 87077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753796.000000 Penalty: 36686.867188
Iteration 169Q: 18 clusters Score -6.47538e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 108924 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 137300 members 
Mstep: Class 6 contains 26815 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65604 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42704 members 
Mstep: Class 12 contains 39589 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 13722 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 19 contains 45051 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753708.000000 Penalty: 36686.867188
Iteration 170Q: 18 clusters Score -6.475371e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 108695 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 137336 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65601 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42737 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 13797 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 19 contains 45078 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753784.000000 Penalty: 36686.867188
Iteration 171Q: 18 clusters Score -6.475378e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 108515 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 137350 members 
Mstep: Class 6 contains 26798 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65597 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42755 members 
Mstep: Class 12 contains 39736 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 13858 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 19 contains 45103 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753796.000000 Penalty: 36686.867188
Iteration 172Q: 18 clusters Score -6.47538e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 108363 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 137362 members 
Mstep: Class 6 contains 26786 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65596 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 42786 members 
Mstep: Class 12 contains 39808 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 19 contains 45117 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753792.000000 Penalty: 36686.867188
Iteration 173Q: 18 clusters Score -6.475379e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 108201 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 137389 members 
Mstep: Class 6 contains 26770 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42812 members 
Mstep: Class 12 contains 39864 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 13969 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 19 contains 45135 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753908.000000 Penalty: 36686.867188
Iteration 174Q: 18 clusters Score -6.475391e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 108044 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 137409 members 
Mstep: Class 6 contains 26754 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 65597 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42843 members 
Mstep: Class 12 contains 39917 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 14021 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 19 contains 45157 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753872.000000 Penalty: 36686.867188
Iteration 175Q: 18 clusters Score -6.475387e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107900 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137398 members 
Mstep: Class 6 contains 26742 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42866 members 
Mstep: Class 12 contains 39978 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753792.000000 Penalty: 36686.867188
Iteration 176Q: 18 clusters Score -6.475379e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107769 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137383 members 
Mstep: Class 6 contains 26728 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 65598 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42896 members 
Mstep: Class 12 contains 40036 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 14130 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 19 contains 45201 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753756.000000 Penalty: 36686.867188
Iteration 177Q: 18 clusters Score -6.475376e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107646 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137375 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 65600 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42921 members 
Mstep: Class 12 contains 40094 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 14163 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 19 contains 45224 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753752.000000 Penalty: 36686.867188
Iteration 178Q: 18 clusters Score -6.475375e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107524 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 137361 members 
Mstep: Class 6 contains 26714 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 65601 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42946 members 
Mstep: Class 12 contains 40152 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 19 contains 45248 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753772.000000 Penalty: 36686.867188
Iteration 179Q: 18 clusters Score -6.475377e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107402 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137354 members 
Mstep: Class 6 contains 26707 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 65598 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 40219 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45265 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753808.000000 Penalty: 36686.867188
Iteration 180F: 18 clusters Score -6.475381e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107276 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 137358 members 
Mstep: Class 6 contains 26699 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 65595 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42974 members 
Mstep: Class 12 contains 40283 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 14275 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45284 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753816.000000 Penalty: 36686.867188
Iteration 181Q: 18 clusters Score -6.475382e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 107147 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 137339 members 
Mstep: Class 6 contains 26696 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 65600 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 42984 members 
Mstep: Class 12 contains 40360 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 14319 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45305 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753864.000000 Penalty: 36686.867188
Iteration 182Q: 18 clusters Score -6.475386e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 107020 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 137319 members 
Mstep: Class 6 contains 26685 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 65599 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 42992 members 
Mstep: Class 12 contains 40433 members 
Mstep: Class 13 contains 2049 members 
Mstep: Class 14 contains 14375 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45329 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753812.000000 Penalty: 36686.867188
Iteration 183Q: 18 clusters Score -6.475381e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 106912 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 137289 members 
Mstep: Class 6 contains 26684 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 65592 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 42990 members 
Mstep: Class 12 contains 40515 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45352 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753820.000000 Penalty: 36686.867188
Iteration 184Q: 18 clusters Score -6.475382e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 106838 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 137243 members 
Mstep: Class 6 contains 26676 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65580 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 42995 members 
Mstep: Class 12 contains 40594 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 14463 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45372 members 
Mstep: Class 21 contains 87069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753792.000000 Penalty: 36686.867188
Iteration 185Q: 18 clusters Score -6.475379e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106754 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 137195 members 
Mstep: Class 6 contains 26672 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65570 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 43008 members 
Mstep: Class 12 contains 40680 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14501 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45387 members 
Mstep: Class 21 contains 87068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753864.000000 Penalty: 36686.867188
Iteration 186Q: 18 clusters Score -6.475386e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106686 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137148 members 
Mstep: Class 6 contains 26663 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65566 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 43007 members 
Mstep: Class 12 contains 40768 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45402 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753792.000000 Penalty: 36686.867188
Iteration 187Q: 18 clusters Score -6.475379e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106626 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 137108 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65557 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 40840 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 14554 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45420 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753900.000000 Penalty: 36686.867188
Iteration 188Q: 18 clusters Score -6.47539e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106573 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 137084 members 
Mstep: Class 6 contains 26650 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65545 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43018 members 
Mstep: Class 12 contains 40889 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45434 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753844.000000 Penalty: 36686.867188
Iteration 189Q: 18 clusters Score -6.475384e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106504 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 137065 members 
Mstep: Class 6 contains 26636 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65537 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 40949 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45452 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753824.000000 Penalty: 36686.867188
Iteration 190Q: 18 clusters Score -6.475382e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106442 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 137045 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65534 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43033 members 
Mstep: Class 12 contains 41009 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14623 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45463 members 
Mstep: Class 21 contains 87070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753840.000000 Penalty: 36686.867188
Iteration 191Q: 18 clusters Score -6.475384e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106395 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137012 members 
Mstep: Class 6 contains 26621 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65532 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43038 members 
Mstep: Class 12 contains 41064 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 19 contains 45473 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753792.000000 Penalty: 36686.867188
Iteration 192Q: 18 clusters Score -6.475379e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106332 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 137003 members 
Mstep: Class 6 contains 26610 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65528 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43044 members 
Mstep: Class 12 contains 41113 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14661 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45486 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753888.000000 Penalty: 36686.867188
Iteration 193Q: 18 clusters Score -6.475389e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106274 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 136995 members 
Mstep: Class 6 contains 26599 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65523 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43046 members 
Mstep: Class 12 contains 41158 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14686 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45497 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753840.000000 Penalty: 36686.867188
Iteration 194Q: 18 clusters Score -6.475384e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106224 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 136977 members 
Mstep: Class 6 contains 26596 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65522 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43051 members 
Mstep: Class 12 contains 41195 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14705 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45512 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753852.000000 Penalty: 36686.867188
Iteration 195Q: 18 clusters Score -6.475385e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106177 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 136974 members 
Mstep: Class 6 contains 26591 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65519 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43056 members 
Mstep: Class 12 contains 41233 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45517 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753776.000000 Penalty: 36686.867188
Iteration 196Q: 18 clusters Score -6.475378e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 106140 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 136961 members 
Mstep: Class 6 contains 26588 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65514 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 41266 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14733 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 19 contains 45533 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753712.000000 Penalty: 36686.867188
Iteration 197Q: 18 clusters Score -6.475371e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106098 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 136935 members 
Mstep: Class 6 contains 26582 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65511 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43072 members 
Mstep: Class 12 contains 41301 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45552 members 
Mstep: Class 21 contains 87076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753748.000000 Penalty: 36686.867188
Iteration 198Q: 18 clusters Score -6.475375e+07 nChanged 125
Entering ConstructFrom: 
Score: -64753748.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -550666.062500 Penalty: 1388.183350
	Iteration 0F: 2 clusters Score -550666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -546611.937500 Penalty: 2776.366699
	Iteration 0F: 3 clusters Score -546611.9 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -547955.625000 Penalty: 2776.366699
	Iteration 1F: 3 clusters Score -547955.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -548477.000000 Penalty: 2776.366699
	Iteration 2F: 3 clusters Score -548477 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -548939.375000 Penalty: 2776.366699
	Iteration 3F: 3 clusters Score -548939.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -549402.875000 Penalty: 2776.366699
	Iteration 4F: 3 clusters Score -549402.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -549762.000000 Penalty: 2776.366699
	Iteration 5F: 3 clusters Score -549762 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -549993.187500 Penalty: 2776.366699
	Iteration 6F: 3 clusters Score -549993.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -550109.750000 Penalty: 2776.366699
	Iteration 7Q: 3 clusters Score -550109.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -550170.875000 Penalty: 2776.366699
	Iteration 8Q: 3 clusters Score -550170.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -550202.750000 Penalty: 2776.366699
	Iteration 9Q: 3 clusters Score -550202.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -550220.187500 Penalty: 2776.366699
	Iteration 10Q: 3 clusters Score -550220.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -550228.000000 Penalty: 2776.366699
	Iteration 11Q: 3 clusters Score -550228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -550236.625000 Penalty: 2776.366699
	Iteration 12Q: 3 clusters Score -550236.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -550245.937500 Penalty: 2776.366699
	Iteration 13Q: 3 clusters Score -550245.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -550256.125000 Penalty: 2776.366699
	Iteration 14Q: 3 clusters Score -550256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -550261.250000 Penalty: 2776.366699
	Iteration 15Q: 3 clusters Score -550261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -550264.500000 Penalty: 2776.366699
	Iteration 16Q: 3 clusters Score -550264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -550264.312500 Penalty: 2776.366699
	Iteration 17Q: 3 clusters Score -550264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -550267.937500 Penalty: 2776.366699
	Iteration 18Q: 3 clusters Score -550267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -550268.625000 Penalty: 2776.366699
	Iteration 19Q: 3 clusters Score -550268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -550269.250000 Penalty: 2776.366699
	Iteration 20F: 3 clusters Score -550269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -550269.562500 Penalty: 2776.366699
	Iteration 21Q: 3 clusters Score -550269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -550271.312500 Penalty: 2776.366699
	Iteration 22Q: 3 clusters Score -550271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -550271.937500 Penalty: 2776.366699
	Iteration 23Q: 3 clusters Score -550271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -550272.437500 Penalty: 2776.366699
	Iteration 24Q: 3 clusters Score -550272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -550273.062500 Penalty: 2776.366699
	Iteration 25Q: 3 clusters Score -550273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -550273.250000 Penalty: 2776.366699
	Iteration 26Q: 3 clusters Score -550273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -550273.375000 Penalty: 2776.366699
	Iteration 27Q: 3 clusters Score -550273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -550274.250000 Penalty: 2776.366699
	Iteration 28Q: 3 clusters Score -550274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -550274.937500 Penalty: 2776.366699
	Iteration 29Q: 3 clusters Score -550274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -550275.687500 Penalty: 2776.366699
	Iteration 30Q: 3 clusters Score -550275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -550275.687500 Penalty: 2776.366699
	Iteration 31F: 3 clusters Score -550275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -495752.312500 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -495752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -492121.718750 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -492121.7 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -493114.468750 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -493114.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -493247.718750 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -493247.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -493329.500000 Penalty: 2729.775879
	Iteration 3Q: 3 clusters Score -493329.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -493382.843750 Penalty: 2729.775879
	Iteration 4Q: 3 clusters Score -493382.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -493419.218750 Penalty: 2729.775879
	Iteration 5Q: 3 clusters Score -493419.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -493455.843750 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -493455.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -493484.718750 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -493484.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -493508.156250 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -493508.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -493538.000000 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -493538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -493570.625000 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -493570.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -493600.031250 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -493600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -493636.375000 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -493636.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -493674.500000 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -493674.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -493719.906250 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -493719.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -493780.062500 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -493780.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -493835.093750 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -493835.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -493887.250000 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -493887.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -493942.375000 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -493942.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -494008.656250 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -494008.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -494100.843750 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -494100.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -494204.406250 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -494204.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -494318.312500 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -494318.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -494398.125000 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -494398.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -494439.031250 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -494439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -494464.812500 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -494464.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -494483.625000 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -494483.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -494493.312500 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -494493.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -494508.843750 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -494508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -494523.125000 Penalty: 2729.775879
	Iteration 29Q: 3 clusters Score -494523.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -494538.093750 Penalty: 2729.775879
	Iteration 30Q: 3 clusters Score -494538.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -494549.031250 Penalty: 2729.775879
	Iteration 31Q: 3 clusters Score -494549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -494559.156250 Penalty: 2729.775879
	Iteration 32Q: 3 clusters Score -494559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -494566.375000 Penalty: 2729.775879
	Iteration 33Q: 3 clusters Score -494566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -494570.531250 Penalty: 2729.775879
	Iteration 34Q: 3 clusters Score -494570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -494571.656250 Penalty: 2729.775879
	Iteration 35Q: 3 clusters Score -494571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -494574.500000 Penalty: 2729.775879
	Iteration 36Q: 3 clusters Score -494574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -494574.750000 Penalty: 2729.775879
	Iteration 37Q: 3 clusters Score -494574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -494575.500000 Penalty: 2729.775879
	Iteration 38Q: 3 clusters Score -494575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -494575.250000 Penalty: 2729.775879
	Iteration 39Q: 3 clusters Score -494575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -494575.250000 Penalty: 2729.775879
	Iteration 40F: 3 clusters Score -494575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (106071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Entering Unmasked Estep 
Score: -11939457.000000 Penalty: 1880.427979
	Iteration 0F: 2 clusters Score -1.193946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -11869017.000000 Penalty: 3760.855957
	Iteration 0F: 3 clusters Score -1.186902e+07 nChanged 50816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -11898667.000000 Penalty: 3760.855957
	Iteration 1F: 3 clusters Score -1.189867e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -11899683.000000 Penalty: 3760.855957
	Iteration 2Q: 3 clusters Score -1.189968e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -11901205.000000 Penalty: 3760.855957
	Iteration 3Q: 3 clusters Score -1.19012e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -11903826.000000 Penalty: 3760.855957
	Iteration 4Q: 3 clusters Score -1.190383e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -11907903.000000 Penalty: 3760.855957
	Iteration 5F: 3 clusters Score -1.19079e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -11913715.000000 Penalty: 3760.855957
	Iteration 6F: 3 clusters Score -1.191372e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -11920648.000000 Penalty: 3760.855957
	Iteration 7F: 3 clusters Score -1.192065e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -11926367.000000 Penalty: 3760.855957
	Iteration 8F: 3 clusters Score -1.192637e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -11930023.000000 Penalty: 3760.855957
	Iteration 9Q: 3 clusters Score -1.193002e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -11932176.000000 Penalty: 3760.855957
	Iteration 10Q: 3 clusters Score -1.193218e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -11933578.000000 Penalty: 3760.855957
	Iteration 11Q: 3 clusters Score -1.193358e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -11934606.000000 Penalty: 3760.855957
	Iteration 12Q: 3 clusters Score -1.193461e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -11935490.000000 Penalty: 3760.855957
	Iteration 13Q: 3 clusters Score -1.193549e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -11936065.000000 Penalty: 3760.855957
	Iteration 14Q: 3 clusters Score -1.193606e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 102411 members 
Entering Unmasked Estep 
Score: -11936391.000000 Penalty: 3760.855957
	Iteration 15Q: 3 clusters Score -1.193639e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -11936739.000000 Penalty: 3760.855957
	Iteration 16Q: 3 clusters Score -1.193674e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -11936912.000000 Penalty: 3760.855957
	Iteration 17Q: 3 clusters Score -1.193691e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -11937115.000000 Penalty: 3760.855957
	Iteration 18Q: 3 clusters Score -1.193712e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -11937301.000000 Penalty: 3760.855957
	Iteration 19Q: 3 clusters Score -1.19373e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -11937445.000000 Penalty: 3760.855957
	Iteration 20F: 3 clusters Score -1.193744e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -11937549.000000 Penalty: 3760.855957
	Iteration 21Q: 3 clusters Score -1.193755e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -11937619.000000 Penalty: 3760.855957
	Iteration 22Q: 3 clusters Score -1.193762e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -11937675.000000 Penalty: 3760.855957
	Iteration 23Q: 3 clusters Score -1.193768e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -11937718.000000 Penalty: 3760.855957
	Iteration 24Q: 3 clusters Score -1.193772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -11937752.000000 Penalty: 3760.855957
	Iteration 25Q: 3 clusters Score -1.193775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -11937772.000000 Penalty: 3760.855957
	Iteration 26Q: 3 clusters Score -1.193777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -11937777.000000 Penalty: 3760.855957
	Iteration 27Q: 3 clusters Score -1.193778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 105329 members 
Entering Unmasked Estep 
Score: -11937790.000000 Penalty: 3760.855957
	Iteration 28Q: 3 clusters Score -1.193779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -11937808.000000 Penalty: 3760.855957
	Iteration 29Q: 3 clusters Score -1.193781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -11937813.000000 Penalty: 3760.855957
	Iteration 30Q: 3 clusters Score -1.193781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -11937816.000000 Penalty: 3760.855957
	Iteration 31Q: 3 clusters Score -1.193782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -11937828.000000 Penalty: 3760.855957
	Iteration 32Q: 3 clusters Score -1.193783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -11937838.000000 Penalty: 3760.855957
	Iteration 33Q: 3 clusters Score -1.193784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -11937849.000000 Penalty: 3760.855957
	Iteration 34Q: 3 clusters Score -1.193785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -11937849.000000 Penalty: 3760.855957
	Iteration 35Q: 3 clusters Score -1.193785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -11937862.000000 Penalty: 3760.855957
	Iteration 36Q: 3 clusters Score -1.193786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -11937868.000000 Penalty: 3760.855957
	Iteration 37Q: 3 clusters Score -1.193787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -11937871.000000 Penalty: 3760.855957
	Iteration 38Q: 3 clusters Score -1.193787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -11937869.000000 Penalty: 3760.855957
	Iteration 39Q: 3 clusters Score -1.193787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -11937882.000000 Penalty: 3760.855957
	Iteration 40F: 3 clusters Score -1.193788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -11937880.000000 Penalty: 3760.855957
	Iteration 41Q: 3 clusters Score -1.193788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -11937888.000000 Penalty: 3760.855957
	Iteration 42Q: 3 clusters Score -1.193789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -11937890.000000 Penalty: 3760.855957
	Iteration 43Q: 3 clusters Score -1.193789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -11937886.000000 Penalty: 3760.855957
	Iteration 44Q: 3 clusters Score -1.193789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -11937885.000000 Penalty: 3760.855957
	Iteration 45Q: 3 clusters Score -1.193788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -11937885.000000 Penalty: 3760.855957
	Iteration 46Q: 3 clusters Score -1.193788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -11937885.000000 Penalty: 3760.855957
	Iteration 47F: 3 clusters Score -1.193788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -292031.718750 Penalty: 1289.241943
	Iteration 0F: 2 clusters Score -292031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289467.937500 Penalty: 2578.483887
	Iteration 0F: 3 clusters Score -289467.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -290229.156250 Penalty: 2578.483887
	Iteration 1F: 3 clusters Score -290229.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290511.250000 Penalty: 2578.483887
	Iteration 2F: 3 clusters Score -290511.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -290689.906250 Penalty: 2578.483887
	Iteration 3F: 3 clusters Score -290689.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -290790.718750 Penalty: 2578.483887
	Iteration 4F: 3 clusters Score -290790.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -290857.781250 Penalty: 2578.483887
	Iteration 5Q: 3 clusters Score -290857.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -290893.437500 Penalty: 2578.483887
	Iteration 6Q: 3 clusters Score -290893.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290934.593750 Penalty: 2578.483887
	Iteration 7Q: 3 clusters Score -290934.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -290958.125000 Penalty: 2578.483887
	Iteration 8Q: 3 clusters Score -290958.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290976.500000 Penalty: 2578.483887
	Iteration 9Q: 3 clusters Score -290976.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291000.187500 Penalty: 2578.483887
	Iteration 10Q: 3 clusters Score -291000.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -291024.593750 Penalty: 2578.483887
	Iteration 11Q: 3 clusters Score -291024.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -291042.406250 Penalty: 2578.483887
	Iteration 12Q: 3 clusters Score -291042.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -291054.125000 Penalty: 2578.483887
	Iteration 13Q: 3 clusters Score -291054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291072.000000 Penalty: 2578.483887
	Iteration 14Q: 3 clusters Score -291072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -291094.406250 Penalty: 2578.483887
	Iteration 15Q: 3 clusters Score -291094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291124.750000 Penalty: 2578.483887
	Iteration 16Q: 3 clusters Score -291124.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -291149.187500 Penalty: 2578.483887
	Iteration 17Q: 3 clusters Score -291149.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -291173.718750 Penalty: 2578.483887
	Iteration 18Q: 3 clusters Score -291173.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291190.062500 Penalty: 2578.483887
	Iteration 19Q: 3 clusters Score -291190.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291204.375000 Penalty: 2578.483887
	Iteration 20F: 3 clusters Score -291204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291213.937500 Penalty: 2578.483887
	Iteration 21Q: 3 clusters Score -291213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -291221.562500 Penalty: 2578.483887
	Iteration 22Q: 3 clusters Score -291221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -291227.375000 Penalty: 2578.483887
	Iteration 23Q: 3 clusters Score -291227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291234.125000 Penalty: 2578.483887
	Iteration 24Q: 3 clusters Score -291234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -291238.968750 Penalty: 2578.483887
	Iteration 25Q: 3 clusters Score -291239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -291242.562500 Penalty: 2578.483887
	Iteration 26Q: 3 clusters Score -291242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291246.062500 Penalty: 2578.483887
	Iteration 27Q: 3 clusters Score -291246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -291251.406250 Penalty: 2578.483887
	Iteration 28Q: 3 clusters Score -291251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291252.781250 Penalty: 2578.483887
	Iteration 29Q: 3 clusters Score -291252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291254.375000 Penalty: 2578.483887
	Iteration 30Q: 3 clusters Score -291254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -291254.843750 Penalty: 2578.483887
	Iteration 31Q: 3 clusters Score -291254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291255.343750 Penalty: 2578.483887
	Iteration 32Q: 3 clusters Score -291255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -291255.812500 Penalty: 2578.483887
	Iteration 33Q: 3 clusters Score -291255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291257.531250 Penalty: 2578.483887
	Iteration 34Q: 3 clusters Score -291257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291258.812500 Penalty: 2578.483887
	Iteration 35Q: 3 clusters Score -291258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -291258.750000 Penalty: 2578.483887
	Iteration 36Q: 3 clusters Score -291258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291258.781250 Penalty: 2578.483887
	Iteration 37Q: 3 clusters Score -291258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291258.781250 Penalty: 2578.483887
	Iteration 38F: 3 clusters Score -291258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (136911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Entering Unmasked Estep 
Score: -15410643.000000 Penalty: 1921.901489
	Iteration 0F: 2 clusters Score -1.541064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -15321452.000000 Penalty: 3843.802979
	Iteration 0F: 3 clusters Score -1.532145e+07 nChanged 65874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -15361463.000000 Penalty: 3843.802979
	Iteration 1F: 3 clusters Score -1.536146e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -15363659.000000 Penalty: 3843.802979
	Iteration 2Q: 3 clusters Score -1.536366e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -15366885.000000 Penalty: 3843.802979
	Iteration 3Q: 3 clusters Score -1.536688e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -15371964.000000 Penalty: 3843.802979
	Iteration 4F: 3 clusters Score -1.537196e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -15379372.000000 Penalty: 3843.802979
	Iteration 5F: 3 clusters Score -1.537937e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -15387569.000000 Penalty: 3843.802979
	Iteration 6F: 3 clusters Score -1.538757e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -15393164.000000 Penalty: 3843.802979
	Iteration 7F: 3 clusters Score -1.539316e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -15395931.000000 Penalty: 3843.802979
	Iteration 8Q: 3 clusters Score -1.539593e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -15397821.000000 Penalty: 3843.802979
	Iteration 9Q: 3 clusters Score -1.539782e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -15399533.000000 Penalty: 3843.802979
	Iteration 10Q: 3 clusters Score -1.539953e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -15401080.000000 Penalty: 3843.802979
	Iteration 11Q: 3 clusters Score -1.540108e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -15402457.000000 Penalty: 3843.802979
	Iteration 12Q: 3 clusters Score -1.540246e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -15403720.000000 Penalty: 3843.802979
	Iteration 13Q: 3 clusters Score -1.540372e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -15404797.000000 Penalty: 3843.802979
	Iteration 14Q: 3 clusters Score -1.54048e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -15405672.000000 Penalty: 3843.802979
	Iteration 15Q: 3 clusters Score -1.540567e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -15406404.000000 Penalty: 3843.802979
	Iteration 16Q: 3 clusters Score -1.54064e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -15407007.000000 Penalty: 3843.802979
	Iteration 17Q: 3 clusters Score -1.540701e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -15407449.000000 Penalty: 3843.802979
	Iteration 18Q: 3 clusters Score -1.540745e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -15407846.000000 Penalty: 3843.802979
	Iteration 19Q: 3 clusters Score -1.540785e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -15408166.000000 Penalty: 3843.802979
	Iteration 20F: 3 clusters Score -1.540817e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134797 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15408422.000000 Penalty: 3843.802979
	Iteration 21Q: 3 clusters Score -1.540842e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15408587.000000 Penalty: 3843.802979
	Iteration 22Q: 3 clusters Score -1.540859e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -15408719.000000 Penalty: 3843.802979
	Iteration 23Q: 3 clusters Score -1.540872e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15408827.000000 Penalty: 3843.802979
	Iteration 24Q: 3 clusters Score -1.540883e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135999 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15408876.000000 Penalty: 3843.802979
	Iteration 25Q: 3 clusters Score -1.540888e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -15408963.000000 Penalty: 3843.802979
	Iteration 26Q: 3 clusters Score -1.540896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15409004.000000 Penalty: 3843.802979
	Iteration 27Q: 3 clusters Score -1.5409e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15409024.000000 Penalty: 3843.802979
	Iteration 28Q: 3 clusters Score -1.540902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136278 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15409064.000000 Penalty: 3843.802979
	Iteration 29Q: 3 clusters Score -1.540906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15409070.000000 Penalty: 3843.802979
	Iteration 30Q: 3 clusters Score -1.540907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15409086.000000 Penalty: 3843.802979
	Iteration 31Q: 3 clusters Score -1.540909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15409100.000000 Penalty: 3843.802979
	Iteration 32Q: 3 clusters Score -1.54091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15409099.000000 Penalty: 3843.802979
	Iteration 33Q: 3 clusters Score -1.54091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15409094.000000 Penalty: 3843.802979
	Iteration 34Q: 3 clusters Score -1.540909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15409104.000000 Penalty: 3843.802979
	Iteration 35Q: 3 clusters Score -1.54091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15409099.000000 Penalty: 3843.802979
	Iteration 36Q: 3 clusters Score -1.54091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15409094.000000 Penalty: 3843.802979
	Iteration 37Q: 3 clusters Score -1.540909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136443 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15409107.000000 Penalty: 3843.802979
	Iteration 38Q: 3 clusters Score -1.540911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15409121.000000 Penalty: 3843.802979
	Iteration 39Q: 3 clusters Score -1.540912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15409125.000000 Penalty: 3843.802979
	Iteration 40F: 3 clusters Score -1.540912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15409125.000000 Penalty: 3843.802979
	Iteration 41Q: 3 clusters Score -1.540912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15409124.000000 Penalty: 3843.802979
	Iteration 42Q: 3 clusters Score -1.540912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -15409143.000000 Penalty: 3843.802979
	Iteration 43Q: 3 clusters Score -1.540914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15409159.000000 Penalty: 3843.802979
	Iteration 44Q: 3 clusters Score -1.540916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15409167.000000 Penalty: 3843.802979
	Iteration 45Q: 3 clusters Score -1.540917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136500 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -15409164.000000 Penalty: 3843.802979
	Iteration 46Q: 3 clusters Score -1.540916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136503 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15409163.000000 Penalty: 3843.802979
	Iteration 47Q: 3 clusters Score -1.540916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136505 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15409159.000000 Penalty: 3843.802979
	Iteration 48Q: 3 clusters Score -1.540916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15409154.000000 Penalty: 3843.802979
	Iteration 49Q: 3 clusters Score -1.540915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15409153.000000 Penalty: 3843.802979
	Iteration 50Q: 3 clusters Score -1.540915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15409156.000000 Penalty: 3843.802979
	Iteration 51Q: 3 clusters Score -1.540916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15409156.000000 Penalty: 3843.802979
	Iteration 52F: 3 clusters Score -1.540916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Entering Unmasked Estep 
Score: -2930346.000000 Penalty: 1655.493286
	Iteration 0F: 2 clusters Score -2930346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2912422.750000 Penalty: 3310.986572
	Iteration 0F: 3 clusters Score -2912423 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2919103.250000 Penalty: 3310.986572
	Iteration 1F: 3 clusters Score -2919103 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2919527.250000 Penalty: 3310.986572
	Iteration 2Q: 3 clusters Score -2919527 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2920042.000000 Penalty: 3310.986572
	Iteration 3Q: 3 clusters Score -2920042 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2920600.250000 Penalty: 3310.986572
	Iteration 4Q: 3 clusters Score -2920600 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2921323.500000 Penalty: 3310.986572
	Iteration 5F: 3 clusters Score -2921324 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2922194.500000 Penalty: 3310.986572
	Iteration 6F: 3 clusters Score -2922194 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2923159.750000 Penalty: 3310.986572
	Iteration 7F: 3 clusters Score -2923160 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2924037.000000 Penalty: 3310.986572
	Iteration 8F: 3 clusters Score -2924037 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2924767.750000 Penalty: 3310.986572
	Iteration 9Q: 3 clusters Score -2924768 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2925349.250000 Penalty: 3310.986572
	Iteration 10Q: 3 clusters Score -2925349 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2925842.750000 Penalty: 3310.986572
	Iteration 11Q: 3 clusters Score -2925843 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2926227.250000 Penalty: 3310.986572
	Iteration 12Q: 3 clusters Score -2926227 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2926562.000000 Penalty: 3310.986572
	Iteration 13Q: 3 clusters Score -2926562 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2926823.500000 Penalty: 3310.986572
	Iteration 14Q: 3 clusters Score -2926824 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2927074.750000 Penalty: 3310.986572
	Iteration 15Q: 3 clusters Score -2927075 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2927318.250000 Penalty: 3310.986572
	Iteration 16Q: 3 clusters Score -2927318 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2927541.750000 Penalty: 3310.986572
	Iteration 17Q: 3 clusters Score -2927542 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2927712.500000 Penalty: 3310.986572
	Iteration 18Q: 3 clusters Score -2927712 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2927827.000000 Penalty: 3310.986572
	Iteration 19Q: 3 clusters Score -2927827 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2927931.750000 Penalty: 3310.986572
	Iteration 20F: 3 clusters Score -2927932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2928019.250000 Penalty: 3310.986572
	Iteration 21Q: 3 clusters Score -2928019 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2928090.250000 Penalty: 3310.986572
	Iteration 22Q: 3 clusters Score -2928090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2928169.500000 Penalty: 3310.986572
	Iteration 23Q: 3 clusters Score -2928170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2928211.750000 Penalty: 3310.986572
	Iteration 24Q: 3 clusters Score -2928212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2928250.000000 Penalty: 3310.986572
	Iteration 25Q: 3 clusters Score -2928250 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2928304.750000 Penalty: 3310.986572
	Iteration 26Q: 3 clusters Score -2928305 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2928325.750000 Penalty: 3310.986572
	Iteration 27Q: 3 clusters Score -2928326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2928373.500000 Penalty: 3310.986572
	Iteration 28Q: 3 clusters Score -2928374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2928394.750000 Penalty: 3310.986572
	Iteration 29Q: 3 clusters Score -2928395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2928416.750000 Penalty: 3310.986572
	Iteration 30Q: 3 clusters Score -2928417 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2928438.500000 Penalty: 3310.986572
	Iteration 31Q: 3 clusters Score -2928438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2928469.750000 Penalty: 3310.986572
	Iteration 32Q: 3 clusters Score -2928470 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2928489.500000 Penalty: 3310.986572
	Iteration 33Q: 3 clusters Score -2928490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2928505.500000 Penalty: 3310.986572
	Iteration 34Q: 3 clusters Score -2928506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2928525.250000 Penalty: 3310.986572
	Iteration 35Q: 3 clusters Score -2928525 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2928559.750000 Penalty: 3310.986572
	Iteration 36Q: 3 clusters Score -2928560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2928571.000000 Penalty: 3310.986572
	Iteration 37Q: 3 clusters Score -2928571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2928590.250000 Penalty: 3310.986572
	Iteration 38Q: 3 clusters Score -2928590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2928609.500000 Penalty: 3310.986572
	Iteration 39Q: 3 clusters Score -2928610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2928619.750000 Penalty: 3310.986572
	Iteration 40F: 3 clusters Score -2928620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2928646.500000 Penalty: 3310.986572
	Iteration 41Q: 3 clusters Score -2928646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2928657.250000 Penalty: 3310.986572
	Iteration 42Q: 3 clusters Score -2928657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2928669.250000 Penalty: 3310.986572
	Iteration 43Q: 3 clusters Score -2928669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2928683.250000 Penalty: 3310.986572
	Iteration 44Q: 3 clusters Score -2928683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2928690.500000 Penalty: 3310.986572
	Iteration 45Q: 3 clusters Score -2928690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2928701.500000 Penalty: 3310.986572
	Iteration 46Q: 3 clusters Score -2928702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2928707.000000 Penalty: 3310.986572
	Iteration 47Q: 3 clusters Score -2928707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2928716.000000 Penalty: 3310.986572
	Iteration 48Q: 3 clusters Score -2928716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2928728.000000 Penalty: 3310.986572
	Iteration 49Q: 3 clusters Score -2928728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2928729.000000 Penalty: 3310.986572
	Iteration 50Q: 3 clusters Score -2928729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2928734.250000 Penalty: 3310.986572
	Iteration 51Q: 3 clusters Score -2928734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2928735.500000 Penalty: 3310.986572
	Iteration 52Q: 3 clusters Score -2928736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2928747.750000 Penalty: 3310.986572
	Iteration 53Q: 3 clusters Score -2928748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2928752.000000 Penalty: 3310.986572
	Iteration 54Q: 3 clusters Score -2928752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2928752.250000 Penalty: 3310.986572
	Iteration 55Q: 3 clusters Score -2928752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2928760.750000 Penalty: 3310.986572
	Iteration 56Q: 3 clusters Score -2928761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2928767.500000 Penalty: 3310.986572
	Iteration 57Q: 3 clusters Score -2928768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2928771.000000 Penalty: 3310.986572
	Iteration 58Q: 3 clusters Score -2928771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2928771.750000 Penalty: 3310.986572
	Iteration 59Q: 3 clusters Score -2928772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2928769.000000 Penalty: 3310.986572
	Iteration 60F: 3 clusters Score -2928769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2928772.250000 Penalty: 3310.986572
	Iteration 61Q: 3 clusters Score -2928772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2928777.000000 Penalty: 3310.986572
	Iteration 62Q: 3 clusters Score -2928777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2928776.000000 Penalty: 3310.986572
	Iteration 63Q: 3 clusters Score -2928776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2928779.750000 Penalty: 3310.986572
	Iteration 64Q: 3 clusters Score -2928780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2928786.750000 Penalty: 3310.986572
	Iteration 65Q: 3 clusters Score -2928787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2928787.250000 Penalty: 3310.986572
	Iteration 66Q: 3 clusters Score -2928787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2928785.000000 Penalty: 3310.986572
	Iteration 67Q: 3 clusters Score -2928785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2928781.750000 Penalty: 3310.986572
	Iteration 68Q: 3 clusters Score -2928782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2928785.500000 Penalty: 3310.986572
	Iteration 69Q: 3 clusters Score -2928786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2928780.500000 Penalty: 3310.986572
	Iteration 70Q: 3 clusters Score -2928780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2928783.000000 Penalty: 3310.986572
	Iteration 71Q: 3 clusters Score -2928783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2928786.000000 Penalty: 3310.986572
	Iteration 72Q: 3 clusters Score -2928786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2928785.250000 Penalty: 3310.986572
	Iteration 73Q: 3 clusters Score -2928785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2928784.000000 Penalty: 3310.986572
	Iteration 74Q: 3 clusters Score -2928784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2928782.500000 Penalty: 3310.986572
	Iteration 75Q: 3 clusters Score -2928782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2928781.000000 Penalty: 3310.986572
	Iteration 76Q: 3 clusters Score -2928781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2928782.500000 Penalty: 3310.986572
	Iteration 77Q: 3 clusters Score -2928782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2928785.000000 Penalty: 3310.986572
	Iteration 78Q: 3 clusters Score -2928785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2928783.000000 Penalty: 3310.986572
	Iteration 79Q: 3 clusters Score -2928783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2928783.000000 Penalty: 3310.986572
	Iteration 80F: 3 clusters Score -2928783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -87051.210938 Penalty: 1086.857666
	Iteration 0F: 2 clusters Score -87051.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85746.507812 Penalty: 2173.715332
	Iteration 0F: 3 clusters Score -85746.51 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85939.484375 Penalty: 2173.715332
	Iteration 1F: 3 clusters Score -85939.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85995.546875 Penalty: 2173.715332
	Iteration 2F: 3 clusters Score -85995.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86019.109375 Penalty: 2173.715332
	Iteration 3Q: 3 clusters Score -86019.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86034.460938 Penalty: 2173.715332
	Iteration 4Q: 3 clusters Score -86034.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86042.257812 Penalty: 2173.715332
	Iteration 5Q: 3 clusters Score -86042.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86047.257812 Penalty: 2173.715332
	Iteration 6Q: 3 clusters Score -86047.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86054.242188 Penalty: 2173.715332
	Iteration 7Q: 3 clusters Score -86054.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86059.679688 Penalty: 2173.715332
	Iteration 8Q: 3 clusters Score -86059.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86062.203125 Penalty: 2173.715332
	Iteration 9Q: 3 clusters Score -86062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86063.179688 Penalty: 2173.715332
	Iteration 10Q: 3 clusters Score -86063.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86065.179688 Penalty: 2173.715332
	Iteration 11Q: 3 clusters Score -86065.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86067.648438 Penalty: 2173.715332
	Iteration 12Q: 3 clusters Score -86067.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86071.507812 Penalty: 2173.715332
	Iteration 13Q: 3 clusters Score -86071.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86073.015625 Penalty: 2173.715332
	Iteration 14Q: 3 clusters Score -86073.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86073.015625 Penalty: 2173.715332
	Iteration 15F: 3 clusters Score -86073.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Entering Unmasked Estep 
Score: -7459231.500000 Penalty: 1802.113281
	Iteration 0F: 2 clusters Score -7459232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -7415215.000000 Penalty: 3604.226562
	Iteration 0F: 3 clusters Score -7415215 nChanged 31049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7433223.500000 Penalty: 3604.226562
	Iteration 1F: 3 clusters Score -7433224 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -7433857.500000 Penalty: 3604.226562
	Iteration 2Q: 3 clusters Score -7433858 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7434718.000000 Penalty: 3604.226562
	Iteration 3Q: 3 clusters Score -7434718 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7435850.500000 Penalty: 3604.226562
	Iteration 4Q: 3 clusters Score -7435850 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7437366.000000 Penalty: 3604.226562
	Iteration 5F: 3 clusters Score -7437366 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -7439744.500000 Penalty: 3604.226562
	Iteration 6F: 3 clusters Score -7439744 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -7442986.000000 Penalty: 3604.226562
	Iteration 7F: 3 clusters Score -7442986 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7446832.000000 Penalty: 3604.226562
	Iteration 8F: 3 clusters Score -7446832 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -7450813.000000 Penalty: 3604.226562
	Iteration 9F: 3 clusters Score -7450813 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -7453979.000000 Penalty: 3604.226562
	Iteration 10F: 3 clusters Score -7453979 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -7455957.000000 Penalty: 3604.226562
	Iteration 11Q: 3 clusters Score -7455957 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -7456864.500000 Penalty: 3604.226562
	Iteration 12Q: 3 clusters Score -7456864 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -7457271.500000 Penalty: 3604.226562
	Iteration 13Q: 3 clusters Score -7457272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -7457446.000000 Penalty: 3604.226562
	Iteration 14Q: 3 clusters Score -7457446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7457514.500000 Penalty: 3604.226562
	Iteration 15Q: 3 clusters Score -7457514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -7457576.500000 Penalty: 3604.226562
	Iteration 16Q: 3 clusters Score -7457576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -7457610.000000 Penalty: 3604.226562
	Iteration 17Q: 3 clusters Score -7457610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -7457623.000000 Penalty: 3604.226562
	Iteration 18Q: 3 clusters Score -7457623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -7457639.000000 Penalty: 3604.226562
	Iteration 19Q: 3 clusters Score -7457639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -7457647.000000 Penalty: 3604.226562
	Iteration 20F: 3 clusters Score -7457647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -7457658.500000 Penalty: 3604.226562
	Iteration 21Q: 3 clusters Score -7457658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -7457664.500000 Penalty: 3604.226562
	Iteration 22Q: 3 clusters Score -7457664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -7457664.500000 Penalty: 3604.226562
	Iteration 23Q: 3 clusters Score -7457664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -7457670.500000 Penalty: 3604.226562
	Iteration 24Q: 3 clusters Score -7457670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -7457683.000000 Penalty: 3604.226562
	Iteration 25Q: 3 clusters Score -7457683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -7457693.500000 Penalty: 3604.226562
	Iteration 26Q: 3 clusters Score -7457694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -7457693.500000 Penalty: 3604.226562
	Iteration 27Q: 3 clusters Score -7457694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7457703.500000 Penalty: 3604.226562
	Iteration 28Q: 3 clusters Score -7457704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -7457713.500000 Penalty: 3604.226562
	Iteration 29Q: 3 clusters Score -7457714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -7457723.500000 Penalty: 3604.226562
	Iteration 30Q: 3 clusters Score -7457724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -7457723.000000 Penalty: 3604.226562
	Iteration 31Q: 3 clusters Score -7457723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -7457722.000000 Penalty: 3604.226562
	Iteration 32Q: 3 clusters Score -7457722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -7457729.500000 Penalty: 3604.226562
	Iteration 33Q: 3 clusters Score -7457730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7457728.500000 Penalty: 3604.226562
	Iteration 34Q: 3 clusters Score -7457728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7457737.000000 Penalty: 3604.226562
	Iteration 35Q: 3 clusters Score -7457737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -7457734.000000 Penalty: 3604.226562
	Iteration 36Q: 3 clusters Score -7457734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7457735.000000 Penalty: 3604.226562
	Iteration 37Q: 3 clusters Score -7457735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -7457735.000000 Penalty: 3604.226562
	Iteration 38F: 3 clusters Score -7457735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -14799.029297 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -14799.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14188.897461 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -14188.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14294.633789 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -14294.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14335.963867 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -14335.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14383.508789 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -14383.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14409.418945 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -14409.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14409.418945 Penalty: 1691.302124
	Iteration 5F: 3 clusters Score -14409.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -173518.718750 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -173518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171623.796875 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -171623.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171980.687500 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -171980.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172100.687500 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -172100.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172170.656250 Penalty: 2396.550537
	Iteration 3Q: 3 clusters Score -172170.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -172227.687500 Penalty: 2396.550537
	Iteration 4Q: 3 clusters Score -172227.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172260.609375 Penalty: 2396.550537
	Iteration 5Q: 3 clusters Score -172260.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172282.250000 Penalty: 2396.550537
	Iteration 6Q: 3 clusters Score -172282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -172293.531250 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -172293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172303.312500 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -172303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172310.343750 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -172310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172318.250000 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -172318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172320.953125 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -172321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -172322.296875 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -172322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172323.671875 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -172323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -172324.796875 Penalty: 2396.550537
	Iteration 14Q: 3 clusters Score -172324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172325.859375 Penalty: 2396.550537
	Iteration 15Q: 3 clusters Score -172325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172325.859375 Penalty: 2396.550537
	Iteration 16F: 3 clusters Score -172325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Entering Unmasked Estep 
Score: -4909179.500000 Penalty: 1734.022339
	Iteration 0F: 2 clusters Score -4909180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4880285.000000 Penalty: 3468.044678
	Iteration 0F: 3 clusters Score -4880285 nChanged 20074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4892031.500000 Penalty: 3468.044678
	Iteration 1F: 3 clusters Score -4892032 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4892855.500000 Penalty: 3468.044678
	Iteration 2Q: 3 clusters Score -4892856 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4893909.000000 Penalty: 3468.044678
	Iteration 3Q: 3 clusters Score -4893909 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4895418.500000 Penalty: 3468.044678
	Iteration 4F: 3 clusters Score -4895418 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4897407.000000 Penalty: 3468.044678
	Iteration 5F: 3 clusters Score -4897407 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4899579.000000 Penalty: 3468.044678
	Iteration 6F: 3 clusters Score -4899579 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4901535.500000 Penalty: 3468.044678
	Iteration 7F: 3 clusters Score -4901536 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4902593.000000 Penalty: 3468.044678
	Iteration 8Q: 3 clusters Score -4902593 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4903006.000000 Penalty: 3468.044678
	Iteration 9Q: 3 clusters Score -4903006 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4903159.500000 Penalty: 3468.044678
	Iteration 10Q: 3 clusters Score -4903160 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4903301.500000 Penalty: 3468.044678
	Iteration 11Q: 3 clusters Score -4903302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4903407.500000 Penalty: 3468.044678
	Iteration 12Q: 3 clusters Score -4903408 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4903484.500000 Penalty: 3468.044678
	Iteration 13Q: 3 clusters Score -4903484 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -4903582.000000 Penalty: 3468.044678
	Iteration 14Q: 3 clusters Score -4903582 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4903681.500000 Penalty: 3468.044678
	Iteration 15Q: 3 clusters Score -4903682 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4903753.000000 Penalty: 3468.044678
	Iteration 16Q: 3 clusters Score -4903753 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4903822.000000 Penalty: 3468.044678
	Iteration 17Q: 3 clusters Score -4903822 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4903908.500000 Penalty: 3468.044678
	Iteration 18Q: 3 clusters Score -4903908 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4903998.500000 Penalty: 3468.044678
	Iteration 19Q: 3 clusters Score -4903998 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4904099.000000 Penalty: 3468.044678
	Iteration 20F: 3 clusters Score -4904099 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4904160.000000 Penalty: 3468.044678
	Iteration 21Q: 3 clusters Score -4904160 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4904250.500000 Penalty: 3468.044678
	Iteration 22Q: 3 clusters Score -4904250 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4904382.000000 Penalty: 3468.044678
	Iteration 23Q: 3 clusters Score -4904382 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4904508.000000 Penalty: 3468.044678
	Iteration 24Q: 3 clusters Score -4904508 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4904626.000000 Penalty: 3468.044678
	Iteration 25Q: 3 clusters Score -4904626 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4904766.500000 Penalty: 3468.044678
	Iteration 26Q: 3 clusters Score -4904766 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4904907.500000 Penalty: 3468.044678
	Iteration 27Q: 3 clusters Score -4904908 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4905031.000000 Penalty: 3468.044678
	Iteration 28Q: 3 clusters Score -4905031 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4905168.500000 Penalty: 3468.044678
	Iteration 29Q: 3 clusters Score -4905168 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4905310.000000 Penalty: 3468.044678
	Iteration 30Q: 3 clusters Score -4905310 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4905462.500000 Penalty: 3468.044678
	Iteration 31Q: 3 clusters Score -4905462 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4905582.000000 Penalty: 3468.044678
	Iteration 32Q: 3 clusters Score -4905582 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4905708.000000 Penalty: 3468.044678
	Iteration 33Q: 3 clusters Score -4905708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4905834.000000 Penalty: 3468.044678
	Iteration 34Q: 3 clusters Score -4905834 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4905953.000000 Penalty: 3468.044678
	Iteration 35Q: 3 clusters Score -4905953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4906048.500000 Penalty: 3468.044678
	Iteration 36Q: 3 clusters Score -4906048 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4906204.000000 Penalty: 3468.044678
	Iteration 37Q: 3 clusters Score -4906204 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4906329.500000 Penalty: 3468.044678
	Iteration 38Q: 3 clusters Score -4906330 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4906456.500000 Penalty: 3468.044678
	Iteration 39Q: 3 clusters Score -4906456 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4906574.500000 Penalty: 3468.044678
	Iteration 40F: 3 clusters Score -4906574 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4906697.500000 Penalty: 3468.044678
	Iteration 41Q: 3 clusters Score -4906698 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4906869.000000 Penalty: 3468.044678
	Iteration 42Q: 3 clusters Score -4906869 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4907010.000000 Penalty: 3468.044678
	Iteration 43Q: 3 clusters Score -4907010 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4907127.000000 Penalty: 3468.044678
	Iteration 44Q: 3 clusters Score -4907127 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4907228.000000 Penalty: 3468.044678
	Iteration 45Q: 3 clusters Score -4907228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4907325.000000 Penalty: 3468.044678
	Iteration 46Q: 3 clusters Score -4907325 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4907408.500000 Penalty: 3468.044678
	Iteration 47Q: 3 clusters Score -4907408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4907511.000000 Penalty: 3468.044678
	Iteration 48Q: 3 clusters Score -4907511 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4907568.500000 Penalty: 3468.044678
	Iteration 49Q: 3 clusters Score -4907568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4907625.500000 Penalty: 3468.044678
	Iteration 50Q: 3 clusters Score -4907626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4907653.000000 Penalty: 3468.044678
	Iteration 51Q: 3 clusters Score -4907653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4907672.000000 Penalty: 3468.044678
	Iteration 52Q: 3 clusters Score -4907672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4907698.000000 Penalty: 3468.044678
	Iteration 53Q: 3 clusters Score -4907698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4907725.000000 Penalty: 3468.044678
	Iteration 54Q: 3 clusters Score -4907725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4907737.500000 Penalty: 3468.044678
	Iteration 55Q: 3 clusters Score -4907738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4907758.500000 Penalty: 3468.044678
	Iteration 56Q: 3 clusters Score -4907758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4907771.500000 Penalty: 3468.044678
	Iteration 57Q: 3 clusters Score -4907772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4907786.000000 Penalty: 3468.044678
	Iteration 58Q: 3 clusters Score -4907786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4907798.500000 Penalty: 3468.044678
	Iteration 59Q: 3 clusters Score -4907798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4907801.000000 Penalty: 3468.044678
	Iteration 60F: 3 clusters Score -4907801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4907814.500000 Penalty: 3468.044678
	Iteration 61Q: 3 clusters Score -4907814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4907820.500000 Penalty: 3468.044678
	Iteration 62Q: 3 clusters Score -4907820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4907820.500000 Penalty: 3468.044678
	Iteration 63Q: 3 clusters Score -4907820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4907829.000000 Penalty: 3468.044678
	Iteration 64Q: 3 clusters Score -4907829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4907831.000000 Penalty: 3468.044678
	Iteration 65Q: 3 clusters Score -4907831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4907828.000000 Penalty: 3468.044678
	Iteration 66Q: 3 clusters Score -4907828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4907829.000000 Penalty: 3468.044678
	Iteration 67Q: 3 clusters Score -4907829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4907828.500000 Penalty: 3468.044678
	Iteration 68Q: 3 clusters Score -4907828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4907828.000000 Penalty: 3468.044678
	Iteration 69Q: 3 clusters Score -4907828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4907828.000000 Penalty: 3468.044678
	Iteration 70F: 3 clusters Score -4907828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Entering Unmasked Estep 
Score: -4722226.500000 Penalty: 1727.280151
	Iteration 0F: 2 clusters Score -4722226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4694565.500000 Penalty: 3454.560303
	Iteration 0F: 3 clusters Score -4694566 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4705533.000000 Penalty: 3454.560303
	Iteration 1F: 3 clusters Score -4705533 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4706094.500000 Penalty: 3454.560303
	Iteration 2Q: 3 clusters Score -4706094 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4706788.000000 Penalty: 3454.560303
	Iteration 3Q: 3 clusters Score -4706788 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4707826.000000 Penalty: 3454.560303
	Iteration 4Q: 3 clusters Score -4707826 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4709333.500000 Penalty: 3454.560303
	Iteration 5F: 3 clusters Score -4709334 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4711235.500000 Penalty: 3454.560303
	Iteration 6F: 3 clusters Score -4711236 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4713086.000000 Penalty: 3454.560303
	Iteration 7F: 3 clusters Score -4713086 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4714342.000000 Penalty: 3454.560303
	Iteration 8F: 3 clusters Score -4714342 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4715033.500000 Penalty: 3454.560303
	Iteration 9Q: 3 clusters Score -4715034 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4715459.500000 Penalty: 3454.560303
	Iteration 10Q: 3 clusters Score -4715460 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4715809.500000 Penalty: 3454.560303
	Iteration 11Q: 3 clusters Score -4715810 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4716158.000000 Penalty: 3454.560303
	Iteration 12Q: 3 clusters Score -4716158 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4716492.000000 Penalty: 3454.560303
	Iteration 13Q: 3 clusters Score -4716492 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4716786.000000 Penalty: 3454.560303
	Iteration 14Q: 3 clusters Score -4716786 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4717128.000000 Penalty: 3454.560303
	Iteration 15Q: 3 clusters Score -4717128 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4717457.500000 Penalty: 3454.560303
	Iteration 16Q: 3 clusters Score -4717458 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4717773.500000 Penalty: 3454.560303
	Iteration 17Q: 3 clusters Score -4717774 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4718082.000000 Penalty: 3454.560303
	Iteration 18Q: 3 clusters Score -4718082 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4718353.000000 Penalty: 3454.560303
	Iteration 19Q: 3 clusters Score -4718353 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4718610.500000 Penalty: 3454.560303
	Iteration 20F: 3 clusters Score -4718610 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4718852.000000 Penalty: 3454.560303
	Iteration 21Q: 3 clusters Score -4718852 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4719109.500000 Penalty: 3454.560303
	Iteration 22Q: 3 clusters Score -4719110 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4719332.500000 Penalty: 3454.560303
	Iteration 23Q: 3 clusters Score -4719332 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4719577.000000 Penalty: 3454.560303
	Iteration 24Q: 3 clusters Score -4719577 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4719760.500000 Penalty: 3454.560303
	Iteration 25Q: 3 clusters Score -4719760 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4719930.500000 Penalty: 3454.560303
	Iteration 26Q: 3 clusters Score -4719930 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -4720075.000000 Penalty: 3454.560303
	Iteration 27Q: 3 clusters Score -4720075 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4720190.000000 Penalty: 3454.560303
	Iteration 28Q: 3 clusters Score -4720190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4720281.500000 Penalty: 3454.560303
	Iteration 29Q: 3 clusters Score -4720282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4720368.500000 Penalty: 3454.560303
	Iteration 30Q: 3 clusters Score -4720368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4720441.500000 Penalty: 3454.560303
	Iteration 31Q: 3 clusters Score -4720442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4720497.500000 Penalty: 3454.560303
	Iteration 32Q: 3 clusters Score -4720498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -4720544.500000 Penalty: 3454.560303
	Iteration 33Q: 3 clusters Score -4720544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -4720569.000000 Penalty: 3454.560303
	Iteration 34Q: 3 clusters Score -4720569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4720611.500000 Penalty: 3454.560303
	Iteration 35Q: 3 clusters Score -4720612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4720639.000000 Penalty: 3454.560303
	Iteration 36Q: 3 clusters Score -4720639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4720665.000000 Penalty: 3454.560303
	Iteration 37Q: 3 clusters Score -4720665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -4720672.000000 Penalty: 3454.560303
	Iteration 38Q: 3 clusters Score -4720672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -4720681.500000 Penalty: 3454.560303
	Iteration 39Q: 3 clusters Score -4720682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -4720677.000000 Penalty: 3454.560303
	Iteration 40F: 3 clusters Score -4720677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4720687.500000 Penalty: 3454.560303
	Iteration 41Q: 3 clusters Score -4720688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4720693.500000 Penalty: 3454.560303
	Iteration 42Q: 3 clusters Score -4720694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4720696.500000 Penalty: 3454.560303
	Iteration 43Q: 3 clusters Score -4720696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4720697.500000 Penalty: 3454.560303
	Iteration 44Q: 3 clusters Score -4720698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4720702.500000 Penalty: 3454.560303
	Iteration 45Q: 3 clusters Score -4720702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4720706.500000 Penalty: 3454.560303
	Iteration 46Q: 3 clusters Score -4720706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4720708.000000 Penalty: 3454.560303
	Iteration 47Q: 3 clusters Score -4720708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -4720721.000000 Penalty: 3454.560303
	Iteration 48Q: 3 clusters Score -4720721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4720719.500000 Penalty: 3454.560303
	Iteration 49Q: 3 clusters Score -4720720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4720720.500000 Penalty: 3454.560303
	Iteration 50Q: 3 clusters Score -4720720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4720729.000000 Penalty: 3454.560303
	Iteration 51Q: 3 clusters Score -4720729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -4720734.000000 Penalty: 3454.560303
	Iteration 52Q: 3 clusters Score -4720734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4720738.000000 Penalty: 3454.560303
	Iteration 53Q: 3 clusters Score -4720738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4720737.500000 Penalty: 3454.560303
	Iteration 54Q: 3 clusters Score -4720738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -4720737.500000 Penalty: 3454.560303
	Iteration 55Q: 3 clusters Score -4720738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -4720747.000000 Penalty: 3454.560303
	Iteration 56Q: 3 clusters Score -4720747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4720743.500000 Penalty: 3454.560303
	Iteration 57Q: 3 clusters Score -4720744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -4720741.500000 Penalty: 3454.560303
	Iteration 58Q: 3 clusters Score -4720742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4720743.500000 Penalty: 3454.560303
	Iteration 59Q: 3 clusters Score -4720744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -4720742.500000 Penalty: 3454.560303
	Iteration 60F: 3 clusters Score -4720742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4720745.000000 Penalty: 3454.560303
	Iteration 61Q: 3 clusters Score -4720745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4720746.500000 Penalty: 3454.560303
	Iteration 62Q: 3 clusters Score -4720746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4720742.500000 Penalty: 3454.560303
	Iteration 63Q: 3 clusters Score -4720742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4720742.500000 Penalty: 3454.560303
	Iteration 64Q: 3 clusters Score -4720742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4720742.500000 Penalty: 3454.560303
	Iteration 65F: 3 clusters Score -4720742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -235593.140625 Penalty: 1238.603394
	Iteration 0F: 2 clusters Score -235593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233467.578125 Penalty: 2477.206787
	Iteration 0F: 3 clusters Score -233467.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233869.484375 Penalty: 2477.206787
	Iteration 1F: 3 clusters Score -233869.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233973.062500 Penalty: 2477.206787
	Iteration 2F: 3 clusters Score -233973.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -234046.562500 Penalty: 2477.206787
	Iteration 3F: 3 clusters Score -234046.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234082.625000 Penalty: 2477.206787
	Iteration 4Q: 3 clusters Score -234082.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -234096.031250 Penalty: 2477.206787
	Iteration 5Q: 3 clusters Score -234096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234104.953125 Penalty: 2477.206787
	Iteration 6Q: 3 clusters Score -234105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -234117.265625 Penalty: 2477.206787
	Iteration 7Q: 3 clusters Score -234117.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -234126.890625 Penalty: 2477.206787
	Iteration 8Q: 3 clusters Score -234126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -234138.796875 Penalty: 2477.206787
	Iteration 9Q: 3 clusters Score -234138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -234148.390625 Penalty: 2477.206787
	Iteration 10Q: 3 clusters Score -234148.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -234155.500000 Penalty: 2477.206787
	Iteration 11Q: 3 clusters Score -234155.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234159.156250 Penalty: 2477.206787
	Iteration 12Q: 3 clusters Score -234159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -234161.812500 Penalty: 2477.206787
	Iteration 13Q: 3 clusters Score -234161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -234166.437500 Penalty: 2477.206787
	Iteration 14Q: 3 clusters Score -234166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -234171.265625 Penalty: 2477.206787
	Iteration 15Q: 3 clusters Score -234171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234174.687500 Penalty: 2477.206787
	Iteration 16Q: 3 clusters Score -234174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -234181.984375 Penalty: 2477.206787
	Iteration 17Q: 3 clusters Score -234182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234188.484375 Penalty: 2477.206787
	Iteration 18Q: 3 clusters Score -234188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -234193.218750 Penalty: 2477.206787
	Iteration 19Q: 3 clusters Score -234193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -234198.062500 Penalty: 2477.206787
	Iteration 20F: 3 clusters Score -234198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234202.812500 Penalty: 2477.206787
	Iteration 21Q: 3 clusters Score -234202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -234204.718750 Penalty: 2477.206787
	Iteration 22Q: 3 clusters Score -234204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -234206.125000 Penalty: 2477.206787
	Iteration 23Q: 3 clusters Score -234206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -234208.046875 Penalty: 2477.206787
	Iteration 24Q: 3 clusters Score -234208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -234210.421875 Penalty: 2477.206787
	Iteration 25Q: 3 clusters Score -234210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -234213.562500 Penalty: 2477.206787
	Iteration 26Q: 3 clusters Score -234213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -234215.046875 Penalty: 2477.206787
	Iteration 27Q: 3 clusters Score -234215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -234215.296875 Penalty: 2477.206787
	Iteration 28Q: 3 clusters Score -234215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -234216.109375 Penalty: 2477.206787
	Iteration 29Q: 3 clusters Score -234216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234217.859375 Penalty: 2477.206787
	Iteration 30Q: 3 clusters Score -234217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -234219.281250 Penalty: 2477.206787
	Iteration 31Q: 3 clusters Score -234219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -234219.953125 Penalty: 2477.206787
	Iteration 32Q: 3 clusters Score -234220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234220.515625 Penalty: 2477.206787
	Iteration 33Q: 3 clusters Score -234220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234220.515625 Penalty: 2477.206787
	Iteration 34F: 3 clusters Score -234220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Entering Unmasked Estep 
Score: -1686092.250000 Penalty: 1559.892334
	Iteration 0F: 2 clusters Score -1686092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1675926.500000 Penalty: 3119.784668
	Iteration 0F: 3 clusters Score -1675926 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1679418.250000 Penalty: 3119.784668
	Iteration 1F: 3 clusters Score -1679418 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1679750.750000 Penalty: 3119.784668
	Iteration 2F: 3 clusters Score -1679751 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1680098.375000 Penalty: 3119.784668
	Iteration 3F: 3 clusters Score -1680098 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1680508.125000 Penalty: 3119.784668
	Iteration 4F: 3 clusters Score -1680508 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1681043.750000 Penalty: 3119.784668
	Iteration 5F: 3 clusters Score -1681044 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1681717.875000 Penalty: 3119.784668
	Iteration 6F: 3 clusters Score -1681718 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1682485.000000 Penalty: 3119.784668
	Iteration 7F: 3 clusters Score -1682485 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1683254.125000 Penalty: 3119.784668
	Iteration 8F: 3 clusters Score -1683254 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1683816.250000 Penalty: 3119.784668
	Iteration 9Q: 3 clusters Score -1683816 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1684177.625000 Penalty: 3119.784668
	Iteration 10Q: 3 clusters Score -1684178 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1684384.375000 Penalty: 3119.784668
	Iteration 11Q: 3 clusters Score -1684384 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1684522.625000 Penalty: 3119.784668
	Iteration 12Q: 3 clusters Score -1684523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1684612.250000 Penalty: 3119.784668
	Iteration 13Q: 3 clusters Score -1684612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1684681.500000 Penalty: 3119.784668
	Iteration 14Q: 3 clusters Score -1684682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1684723.500000 Penalty: 3119.784668
	Iteration 15Q: 3 clusters Score -1684724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1684748.875000 Penalty: 3119.784668
	Iteration 16Q: 3 clusters Score -1684749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1684768.625000 Penalty: 3119.784668
	Iteration 17Q: 3 clusters Score -1684769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1684791.625000 Penalty: 3119.784668
	Iteration 18Q: 3 clusters Score -1684792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1684805.125000 Penalty: 3119.784668
	Iteration 19Q: 3 clusters Score -1684805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1684812.375000 Penalty: 3119.784668
	Iteration 20F: 3 clusters Score -1684812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1684822.000000 Penalty: 3119.784668
	Iteration 21Q: 3 clusters Score -1684822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1684832.625000 Penalty: 3119.784668
	Iteration 22Q: 3 clusters Score -1684833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1684835.750000 Penalty: 3119.784668
	Iteration 23Q: 3 clusters Score -1684836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1684843.750000 Penalty: 3119.784668
	Iteration 24Q: 3 clusters Score -1684844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1684844.500000 Penalty: 3119.784668
	Iteration 25Q: 3 clusters Score -1684844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1684845.875000 Penalty: 3119.784668
	Iteration 26Q: 3 clusters Score -1684846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1684847.250000 Penalty: 3119.784668
	Iteration 27Q: 3 clusters Score -1684847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1684853.875000 Penalty: 3119.784668
	Iteration 28Q: 3 clusters Score -1684854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1684855.500000 Penalty: 3119.784668
	Iteration 29Q: 3 clusters Score -1684856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1684861.000000 Penalty: 3119.784668
	Iteration 30Q: 3 clusters Score -1684861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1684868.000000 Penalty: 3119.784668
	Iteration 31Q: 3 clusters Score -1684868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1684874.500000 Penalty: 3119.784668
	Iteration 32Q: 3 clusters Score -1684874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1684877.250000 Penalty: 3119.784668
	Iteration 33Q: 3 clusters Score -1684877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1684882.750000 Penalty: 3119.784668
	Iteration 34Q: 3 clusters Score -1684883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1684886.000000 Penalty: 3119.784668
	Iteration 35Q: 3 clusters Score -1684886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1684886.000000 Penalty: 3119.784668
	Iteration 36F: 3 clusters Score -1684886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -189709.453125 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -189709.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187792.843750 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -187792.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188182.296875 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -188182.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188290.578125 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -188290.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188348.734375 Penalty: 2414.208252
	Iteration 3Q: 3 clusters Score -188348.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188382.125000 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -188382.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188404.406250 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -188404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188424.515625 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -188424.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188438.796875 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -188438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188444.968750 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -188445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188449.406250 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -188449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188452.703125 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -188452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188454.843750 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -188454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188456.187500 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -188456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188456.468750 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -188456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188456.468750 Penalty: 2414.208252
	Iteration 14F: 3 clusters Score -188456.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Entering Unmasked Estep 
Score: -5200669.500000 Penalty: 1743.116943
	Iteration 0F: 2 clusters Score -5200670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5170177.500000 Penalty: 3486.233887
	Iteration 0F: 3 clusters Score -5170178 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5182212.500000 Penalty: 3486.233887
	Iteration 1F: 3 clusters Score -5182212 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5182734.500000 Penalty: 3486.233887
	Iteration 2Q: 3 clusters Score -5182734 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5183156.500000 Penalty: 3486.233887
	Iteration 3Q: 3 clusters Score -5183156 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5183643.000000 Penalty: 3486.233887
	Iteration 4Q: 3 clusters Score -5183643 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5184231.500000 Penalty: 3486.233887
	Iteration 5Q: 3 clusters Score -5184232 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5184978.500000 Penalty: 3486.233887
	Iteration 6Q: 3 clusters Score -5184978 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5185914.500000 Penalty: 3486.233887
	Iteration 7Q: 3 clusters Score -5185914 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5187194.500000 Penalty: 3486.233887
	Iteration 8Q: 3 clusters Score -5187194 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -5188853.500000 Penalty: 3486.233887
	Iteration 9F: 3 clusters Score -5188854 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -5190626.500000 Penalty: 3486.233887
	Iteration 10F: 3 clusters Score -5190626 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5192097.000000 Penalty: 3486.233887
	Iteration 11F: 3 clusters Score -5192097 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5192859.500000 Penalty: 3486.233887
	Iteration 12Q: 3 clusters Score -5192860 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -5193174.500000 Penalty: 3486.233887
	Iteration 13Q: 3 clusters Score -5193174 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -5193331.500000 Penalty: 3486.233887
	Iteration 14Q: 3 clusters Score -5193332 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5193440.500000 Penalty: 3486.233887
	Iteration 15Q: 3 clusters Score -5193440 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5193510.000000 Penalty: 3486.233887
	Iteration 16Q: 3 clusters Score -5193510 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5193594.500000 Penalty: 3486.233887
	Iteration 17Q: 3 clusters Score -5193594 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -5193694.500000 Penalty: 3486.233887
	Iteration 18Q: 3 clusters Score -5193694 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5193774.500000 Penalty: 3486.233887
	Iteration 19Q: 3 clusters Score -5193774 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5193839.500000 Penalty: 3486.233887
	Iteration 20F: 3 clusters Score -5193840 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -5193914.000000 Penalty: 3486.233887
	Iteration 21Q: 3 clusters Score -5193914 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -5194006.000000 Penalty: 3486.233887
	Iteration 22Q: 3 clusters Score -5194006 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5194076.000000 Penalty: 3486.233887
	Iteration 23Q: 3 clusters Score -5194076 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5194137.000000 Penalty: 3486.233887
	Iteration 24Q: 3 clusters Score -5194137 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5194203.500000 Penalty: 3486.233887
	Iteration 25Q: 3 clusters Score -5194204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -5194275.000000 Penalty: 3486.233887
	Iteration 26Q: 3 clusters Score -5194275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5194357.000000 Penalty: 3486.233887
	Iteration 27Q: 3 clusters Score -5194357 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5194455.500000 Penalty: 3486.233887
	Iteration 28Q: 3 clusters Score -5194456 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5194516.500000 Penalty: 3486.233887
	Iteration 29Q: 3 clusters Score -5194516 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5194613.000000 Penalty: 3486.233887
	Iteration 30Q: 3 clusters Score -5194613 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5194675.000000 Penalty: 3486.233887
	Iteration 31Q: 3 clusters Score -5194675 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5194722.500000 Penalty: 3486.233887
	Iteration 32Q: 3 clusters Score -5194722 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5194816.000000 Penalty: 3486.233887
	Iteration 33Q: 3 clusters Score -5194816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5194880 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5194952 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5195006 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5195090 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5195194 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5195286 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5195380 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5195462 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5195550 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5195639 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5195738 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5195807 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5195876 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5195981.500000 Penalty: 3486.233887
	Iteration 47Q: 3 clusters Score -5195982 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5196048 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5196133.500000 Penalty: 3486.233887
	Iteration 49Q: 3 clusters Score -5196134 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5196216.000000 Penalty: 3486.233887
	Iteration 50Q: 3 clusters Score -5196216 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5196304 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -5196403.000000 Penalty: 3486.233887
	Iteration 52Q: 3 clusters Score -5196403 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5196500 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5196592 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5196697 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5196811.500000 Penalty: 3486.233887
	Iteration 56Q: 3 clusters Score -5196812 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5196928 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5197036.500000 Penalty: 3486.233887
	Iteration 58Q: 3 clusters Score -5197036 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5197164.500000 Penalty: 3486.233887
	Iteration 59Q: 3 clusters Score -5197164 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -5197280.000000 Penalty: 3486.233887
	Iteration 60F: 3 clusters Score -5197280 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5197381.500000 Penalty: 3486.233887
	Iteration 61Q: 3 clusters Score -5197382 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5197490 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5197588 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5197717 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5197880 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5198014 nChanged 355
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Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5198146 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5198262 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5198376 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5198462 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5198559.000000 Penalty: 3486.233887
	Iteration 71Q: 3 clusters Score -5198559 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5198638.500000 Penalty: 3486.233887
	Iteration 72Q: 3 clusters Score -5198638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5198712.500000 Penalty: 3486.233887
	Iteration 73Q: 3 clusters Score -5198712 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5198762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5198826.500000 Penalty: 3486.233887
	Iteration 75Q: 3 clusters Score -5198826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5198873 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5198909.000000 Penalty: 3486.233887
	Iteration 77Q: 3 clusters Score -5198909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5198927.500000 Penalty: 3486.233887
	Iteration 78Q: 3 clusters Score -5198928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5198949.500000 Penalty: 3486.233887
	Iteration 79Q: 3 clusters Score -5198950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5198959.500000 Penalty: 3486.233887
	Iteration 80F: 3 clusters Score -5198960 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5198982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5199008.500000 Penalty: 3486.233887
	Iteration 82Q: 3 clusters Score -5199008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5199029.500000 Penalty: 3486.233887
	Iteration 83Q: 3 clusters Score -5199030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5199034.000000 Penalty: 3486.233887
	Iteration 84Q: 3 clusters Score -5199034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5199048.500000 Penalty: 3486.233887
	Iteration 85Q: 3 clusters Score -5199048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5199064.000000 Penalty: 3486.233887
	Iteration 86Q: 3 clusters Score -5199064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5199079.500000 Penalty: 3486.233887
	Iteration 87Q: 3 clusters Score -5199080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5199089.500000 Penalty: 3486.233887
	Iteration 88Q: 3 clusters Score -5199090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5199102.000000 Penalty: 3486.233887
	Iteration 89Q: 3 clusters Score -5199102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5199116.000000 Penalty: 3486.233887
	Iteration 90Q: 3 clusters Score -5199116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5199134.000000 Penalty: 3486.233887
	Iteration 91Q: 3 clusters Score -5199134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5199138.000000 Penalty: 3486.233887
	Iteration 92Q: 3 clusters Score -5199138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5199151.500000 Penalty: 3486.233887
	Iteration 93Q: 3 clusters Score -5199152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5199161.500000 Penalty: 3486.233887
	Iteration 94Q: 3 clusters Score -5199162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5199160.500000 Penalty: 3486.233887
	Iteration 95Q: 3 clusters Score -5199160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5199177.500000 Penalty: 3486.233887
	Iteration 96Q: 3 clusters Score -5199178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5199181.000000 Penalty: 3486.233887
	Iteration 97Q: 3 clusters Score -5199181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5199184.000000 Penalty: 3486.233887
	Iteration 98Q: 3 clusters Score -5199184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5199186.000000 Penalty: 3486.233887
	Iteration 99Q: 3 clusters Score -5199186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5199193.000000 Penalty: 3486.233887
	Iteration 100F: 3 clusters Score -5199193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5199194.500000 Penalty: 3486.233887
	Iteration 101Q: 3 clusters Score -5199194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5199196.500000 Penalty: 3486.233887
	Iteration 102Q: 3 clusters Score -5199196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5199204.500000 Penalty: 3486.233887
	Iteration 103Q: 3 clusters Score -5199204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5199206.000000 Penalty: 3486.233887
	Iteration 104Q: 3 clusters Score -5199206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5199203.000000 Penalty: 3486.233887
	Iteration 105Q: 3 clusters Score -5199203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5199209.000000 Penalty: 3486.233887
	Iteration 106Q: 3 clusters Score -5199209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5199207.000000 Penalty: 3486.233887
	Iteration 107Q: 3 clusters Score -5199207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5199211.500000 Penalty: 3486.233887
	Iteration 108Q: 3 clusters Score -5199212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5199216.000000 Penalty: 3486.233887
	Iteration 109Q: 3 clusters Score -5199216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5199210.500000 Penalty: 3486.233887
	Iteration 110Q: 3 clusters Score -5199210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5199222.500000 Penalty: 3486.233887
	Iteration 111Q: 3 clusters Score -5199222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5199228.500000 Penalty: 3486.233887
	Iteration 112Q: 3 clusters Score -5199228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5199233.500000 Penalty: 3486.233887
	Iteration 113Q: 3 clusters Score -5199234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5199235.000000 Penalty: 3486.233887
	Iteration 114Q: 3 clusters Score -5199235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5199237.500000 Penalty: 3486.233887
	Iteration 115Q: 3 clusters Score -5199238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5199241.000000 Penalty: 3486.233887
	Iteration 116Q: 3 clusters Score -5199241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5199240.500000 Penalty: 3486.233887
	Iteration 117Q: 3 clusters Score -5199240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5199246.000000 Penalty: 3486.233887
	Iteration 118Q: 3 clusters Score -5199246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5199248.500000 Penalty: 3486.233887
	Iteration 119Q: 3 clusters Score -5199248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5199248.500000 Penalty: 3486.233887
	Iteration 120F: 3 clusters Score -5199248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87076 members 
Entering Unmasked Estep 
Score: -9731433.000000 Penalty: 1848.362183
	Iteration 0F: 2 clusters Score -9731433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9673367.000000 Penalty: 3696.724365
	Iteration 0F: 3 clusters Score -9673367 nChanged 41350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9697100 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9697846 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9698904.000000 Penalty: 3696.724365
	Iteration 3Q: 3 clusters Score -9698904 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -9700645.000000 Penalty: 3696.724365
	Iteration 4Q: 3 clusters Score -9700645 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -9703829.000000 Penalty: 3696.724365
	Iteration 5F: 3 clusters Score -9703829 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -9708879.000000 Penalty: 3696.724365
	Iteration 6F: 3 clusters Score -9708879 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -9715402.000000 Penalty: 3696.724365
	Iteration 7F: 3 clusters Score -9715402 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -9721269.000000 Penalty: 3696.724365
	Iteration 8F: 3 clusters Score -9721269 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -9724938.000000 Penalty: 3696.724365
	Iteration 9Q: 3 clusters Score -9724938 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -9727023.000000 Penalty: 3696.724365
	Iteration 10Q: 3 clusters Score -9727023 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -9728073.000000 Penalty: 3696.724365
	Iteration 11Q: 3 clusters Score -9728073 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -9728650.000000 Penalty: 3696.724365
	Iteration 12Q: 3 clusters Score -9728650 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -9728995.000000 Penalty: 3696.724365
	Iteration 13Q: 3 clusters Score -9728995 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -9729167.000000 Penalty: 3696.724365
	Iteration 14Q: 3 clusters Score -9729167 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -9729324.000000 Penalty: 3696.724365
	Iteration 15Q: 3 clusters Score -9729324 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -9729437.000000 Penalty: 3696.724365
	Iteration 16Q: 3 clusters Score -9729437 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -9729536.000000 Penalty: 3696.724365
	Iteration 17Q: 3 clusters Score -9729536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -9729596.000000 Penalty: 3696.724365
	Iteration 18Q: 3 clusters Score -9729596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -9729621.000000 Penalty: 3696.724365
	Iteration 19Q: 3 clusters Score -9729621 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -9729655.000000 Penalty: 3696.724365
	Iteration 20F: 3 clusters Score -9729655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -9729686.000000 Penalty: 3696.724365
	Iteration 21Q: 3 clusters Score -9729686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -9729683.000000 Penalty: 3696.724365
	Iteration 22Q: 3 clusters Score -9729683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -9729709.000000 Penalty: 3696.724365
	Iteration 23Q: 3 clusters Score -9729709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -9729717.000000 Penalty: 3696.724365
	Iteration 24Q: 3 clusters Score -9729717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -9729728.000000 Penalty: 3696.724365
	Iteration 25Q: 3 clusters Score -9729728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -9729748.000000 Penalty: 3696.724365
	Iteration 26Q: 3 clusters Score -9729748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -9729754.000000 Penalty: 3696.724365
	Iteration 27Q: 3 clusters Score -9729754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -9729760.000000 Penalty: 3696.724365
	Iteration 28Q: 3 clusters Score -9729760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -9729761.000000 Penalty: 3696.724365
	Iteration 29Q: 3 clusters Score -9729761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -9729766.000000 Penalty: 3696.724365
	Iteration 30Q: 3 clusters Score -9729766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -9729775.000000 Penalty: 3696.724365
	Iteration 31Q: 3 clusters Score -9729775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -9729771.000000 Penalty: 3696.724365
	Iteration 32Q: 3 clusters Score -9729771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -9729769.000000 Penalty: 3696.724365
	Iteration 33Q: 3 clusters Score -9729769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -9729777.000000 Penalty: 3696.724365
	Iteration 34Q: 3 clusters Score -9729777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -9729780.000000 Penalty: 3696.724365
	Iteration 35Q: 3 clusters Score -9729780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -9729782.000000 Penalty: 3696.724365
	Iteration 36Q: 3 clusters Score -9729782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -9729781.000000 Penalty: 3696.724365
	Iteration 37Q: 3 clusters Score -9729781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -9729779.000000 Penalty: 3696.724365
	Iteration 38Q: 3 clusters Score -9729779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -9729776.000000 Penalty: 3696.724365
	Iteration 39Q: 3 clusters Score -9729776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -9729772.000000 Penalty: 3696.724365
	Iteration 40F: 3 clusters Score -9729772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -9729778.000000 Penalty: 3696.724365
	Iteration 41Q: 3 clusters Score -9729778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -9729778.000000 Penalty: 3696.724365
	Iteration 42F: 3 clusters Score -9729778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106071 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136911 members 
Mstep: Class 6 contains 26573 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65508 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43084 members 
Mstep: Class 12 contains 41333 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45564 members 
Mstep: Class 21 contains 87076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753776.000000 Penalty: 36686.867188
Iteration 199Q: 18 clusters Score -6.475378e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106061 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136891 members 
Mstep: Class 6 contains 26556 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65502 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43094 members 
Mstep: Class 12 contains 41355 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45580 members 
Mstep: Class 21 contains 87076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753864.000000 Penalty: 36686.867188
Iteration 200F: 18 clusters Score -6.475386e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106050 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136872 members 
Mstep: Class 6 contains 26542 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65498 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43105 members 
Mstep: Class 12 contains 41382 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14767 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45589 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 18 clusters Score -6.47539e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106044 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136852 members 
Mstep: Class 6 contains 26527 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65493 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43117 members 
Mstep: Class 12 contains 41406 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 18 clusters Score -6.47539e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106027 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136835 members 
Mstep: Class 6 contains 26521 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65492 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43121 members 
Mstep: Class 12 contains 41432 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14786 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45606 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 18 clusters Score -6.47539e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 106007 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136817 members 
Mstep: Class 6 contains 26519 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65492 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 41459 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45613 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753864.000000 Penalty: 36686.867188
Iteration 204Q: 18 clusters Score -6.475386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105989 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136816 members 
Mstep: Class 6 contains 26507 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65490 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43126 members 
Mstep: Class 12 contains 41478 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753888.000000 Penalty: 36686.867188
Iteration 205Q: 18 clusters Score -6.475389e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105982 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136811 members 
Mstep: Class 6 contains 26494 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65486 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 41500 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14821 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45618 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753908.000000 Penalty: 36686.867188
Iteration 206Q: 18 clusters Score -6.475391e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105976 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 136795 members 
Mstep: Class 6 contains 26479 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65485 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 41522 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14838 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753932.000000 Penalty: 36686.867188
Iteration 207Q: 18 clusters Score -6.475393e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105956 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136784 members 
Mstep: Class 6 contains 26475 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65482 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 41547 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14852 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753940.000000 Penalty: 36686.867188
Iteration 208Q: 18 clusters Score -6.475394e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105925 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136782 members 
Mstep: Class 6 contains 26468 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65482 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43126 members 
Mstep: Class 12 contains 41575 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 14869 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753960.000000 Penalty: 36686.867188
Iteration 209Q: 18 clusters Score -6.475396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105896 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136778 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65484 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43131 members 
Mstep: Class 12 contains 41597 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14886 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753972.000000 Penalty: 36686.867188
Iteration 210Q: 18 clusters Score -6.475397e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105871 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136771 members 
Mstep: Class 6 contains 26451 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65484 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 41623 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14898 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45617 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753968.000000 Penalty: 36686.867188
Iteration 211Q: 18 clusters Score -6.475397e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105847 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136752 members 
Mstep: Class 6 contains 26446 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65485 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1593 members 
Mstep: Class 11 contains 43140 members 
Mstep: Class 12 contains 41651 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753992.000000 Penalty: 36686.867188
Iteration 212Q: 18 clusters Score -6.475399e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105819 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136732 members 
Mstep: Class 6 contains 26440 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65486 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 43148 members 
Mstep: Class 12 contains 41674 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753972.000000 Penalty: 36686.867188
Iteration 213Q: 18 clusters Score -6.475397e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105782 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136712 members 
Mstep: Class 6 contains 26435 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65487 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 41696 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 21 contains 87072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753952.000000 Penalty: 36686.867188
Iteration 214Q: 18 clusters Score -6.475395e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105743 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136700 members 
Mstep: Class 6 contains 26431 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65487 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43161 members 
Mstep: Class 12 contains 41720 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 14996 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45620 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753968.000000 Penalty: 36686.867188
Iteration 215Q: 18 clusters Score -6.475397e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105695 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136692 members 
Mstep: Class 6 contains 26426 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65484 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43162 members 
Mstep: Class 12 contains 41739 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45631 members 
Mstep: Class 21 contains 87070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753944.000000 Penalty: 36686.867188
Iteration 216Q: 18 clusters Score -6.475394e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 105664 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136681 members 
Mstep: Class 6 contains 26423 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65482 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43159 members 
Mstep: Class 12 contains 41763 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45634 members 
Mstep: Class 21 contains 87069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753928.000000 Penalty: 36686.867188
Iteration 217Q: 18 clusters Score -6.475393e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 105642 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136657 members 
Mstep: Class 6 contains 26423 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65479 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43163 members 
Mstep: Class 12 contains 41783 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 15083 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45637 members 
Mstep: Class 21 contains 87068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753932.000000 Penalty: 36686.867188
Iteration 218Q: 18 clusters Score -6.475393e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 105622 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136629 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65476 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43169 members 
Mstep: Class 12 contains 41807 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45643 members 
Mstep: Class 21 contains 87069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753944.000000 Penalty: 36686.867188
Iteration 219Q: 18 clusters Score -6.475394e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 105591 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136597 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65477 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43174 members 
Mstep: Class 12 contains 41836 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 15123 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45649 members 
Mstep: Class 21 contains 87069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753936.000000 Penalty: 36686.867188
Iteration 220F: 18 clusters Score -6.475394e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 105583 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136561 members 
Mstep: Class 6 contains 26421 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65474 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43182 members 
Mstep: Class 12 contains 41851 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 15144 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45655 members 
Mstep: Class 21 contains 87070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753976.000000 Penalty: 36686.867188
Iteration 221Q: 18 clusters Score -6.475398e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 105582 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136537 members 
Mstep: Class 6 contains 26417 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65472 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43187 members 
Mstep: Class 12 contains 41863 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 15162 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45652 members 
Mstep: Class 21 contains 87070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754004.000000 Penalty: 36686.867188
Iteration 222Q: 18 clusters Score -6.4754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 105576 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136516 members 
Mstep: Class 6 contains 26413 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65469 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43192 members 
Mstep: Class 12 contains 41876 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 15179 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45652 members 
Mstep: Class 21 contains 87071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754036.000000 Penalty: 36686.867188
Iteration 223Q: 18 clusters Score -6.475404e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 105571 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136499 members 
Mstep: Class 6 contains 26411 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65467 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43188 members 
Mstep: Class 12 contains 41888 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 15192 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45656 members 
Mstep: Class 21 contains 87073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754080.000000 Penalty: 36686.867188
Iteration 224Q: 18 clusters Score -6.475408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 105567 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 136492 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65466 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43189 members 
Mstep: Class 12 contains 41896 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 15200 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45660 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754060.000000 Penalty: 36686.867188
Iteration 225Q: 18 clusters Score -6.475406e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105579 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136468 members 
Mstep: Class 6 contains 26408 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65462 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43191 members 
Mstep: Class 12 contains 41902 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 15211 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45663 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753972.000000 Penalty: 36686.867188
Iteration 226Q: 18 clusters Score -6.475397e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105581 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136449 members 
Mstep: Class 6 contains 26406 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65459 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 41908 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 15229 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45661 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753976.000000 Penalty: 36686.867188
Iteration 227Q: 18 clusters Score -6.475398e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105584 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136426 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65458 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 41915 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 15247 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45663 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753984.000000 Penalty: 36686.867188
Iteration 228Q: 18 clusters Score -6.475398e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105591 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136404 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65458 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 41917 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15260 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 19 contains 45667 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754036.000000 Penalty: 36686.867188
Iteration 229Q: 18 clusters Score -6.475404e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105607 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136368 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65455 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 41925 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 15277 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45668 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753972.000000 Penalty: 36686.867188
Iteration 230Q: 18 clusters Score -6.475397e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105621 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136346 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65447 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 41933 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45666 members 
Mstep: Class 21 contains 87074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753904.000000 Penalty: 36686.867188
Iteration 231Q: 18 clusters Score -6.47539e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105638 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136316 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65440 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 41944 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15298 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45668 members 
Mstep: Class 21 contains 87075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753896.000000 Penalty: 36686.867188
Iteration 232Q: 18 clusters Score -6.47539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105653 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136280 members 
Mstep: Class 6 contains 26406 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65438 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15311 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45668 members 
Mstep: Class 21 contains 87078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753900.000000 Penalty: 36686.867188
Iteration 233Q: 18 clusters Score -6.47539e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105662 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136256 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65438 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15320 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45668 members 
Mstep: Class 21 contains 87079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753968.000000 Penalty: 36686.867188
Iteration 234Q: 18 clusters Score -6.475397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105663 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136237 members 
Mstep: Class 6 contains 26406 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65437 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 41962 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45671 members 
Mstep: Class 21 contains 87079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753960.000000 Penalty: 36686.867188
Iteration 235Q: 18 clusters Score -6.475396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105670 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136211 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65437 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 41966 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15347 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 21 contains 87079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753988.000000 Penalty: 36686.867188
Iteration 236Q: 18 clusters Score -6.475399e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105686 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136182 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65434 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45674 members 
Mstep: Class 21 contains 87080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753956.000000 Penalty: 36686.867188
Iteration 237Q: 18 clusters Score -6.475396e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105699 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136158 members 
Mstep: Class 6 contains 26396 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65431 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 41980 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15369 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45674 members 
Mstep: Class 21 contains 87080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753944.000000 Penalty: 36686.867188
Iteration 238Q: 18 clusters Score -6.475394e+07 nChanged 68
Entering ConstructFrom: 
Score: -64753944.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -540314.437500 Penalty: 1385.145264
	Iteration 0F: 2 clusters Score -540314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -536346.250000 Penalty: 2770.290527
	Iteration 0F: 3 clusters Score -536346.2 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -537476.375000 Penalty: 2770.290527
	Iteration 1F: 3 clusters Score -537476.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -537649.375000 Penalty: 2770.290527
	Iteration 2F: 3 clusters Score -537649.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -537819.500000 Penalty: 2770.290527
	Iteration 3Q: 3 clusters Score -537819.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -537980.312500 Penalty: 2770.290527
	Iteration 4Q: 3 clusters Score -537980.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -538132.750000 Penalty: 2770.290527
	Iteration 5Q: 3 clusters Score -538132.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -538286.875000 Penalty: 2770.290527
	Iteration 6Q: 3 clusters Score -538286.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -538450.687500 Penalty: 2770.290527
	Iteration 7Q: 3 clusters Score -538450.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -538621.750000 Penalty: 2770.290527
	Iteration 8Q: 3 clusters Score -538621.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -538795.062500 Penalty: 2770.290527
	Iteration 9Q: 3 clusters Score -538795.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538951.687500 Penalty: 2770.290527
	Iteration 10Q: 3 clusters Score -538951.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -539080.000000 Penalty: 2770.290527
	Iteration 11Q: 3 clusters Score -539080 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -539205.812500 Penalty: 2770.290527
	Iteration 12Q: 3 clusters Score -539205.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -539336.437500 Penalty: 2770.290527
	Iteration 13Q: 3 clusters Score -539336.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -539465.187500 Penalty: 2770.290527
	Iteration 14Q: 3 clusters Score -539465.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -539566.875000 Penalty: 2770.290527
	Iteration 15Q: 3 clusters Score -539566.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -539653.062500 Penalty: 2770.290527
	Iteration 16Q: 3 clusters Score -539653.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -539692.187500 Penalty: 2770.290527
	Iteration 17Q: 3 clusters Score -539692.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -539722.750000 Penalty: 2770.290527
	Iteration 18Q: 3 clusters Score -539722.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -539743.937500 Penalty: 2770.290527
	Iteration 19Q: 3 clusters Score -539743.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -539759.875000 Penalty: 2770.290527
	Iteration 20F: 3 clusters Score -539759.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -539772.750000 Penalty: 2770.290527
	Iteration 21Q: 3 clusters Score -539772.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -539784.250000 Penalty: 2770.290527
	Iteration 22Q: 3 clusters Score -539784.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -539792.500000 Penalty: 2770.290527
	Iteration 23Q: 3 clusters Score -539792.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -539798.250000 Penalty: 2770.290527
	Iteration 24Q: 3 clusters Score -539798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -539802.500000 Penalty: 2770.290527
	Iteration 25Q: 3 clusters Score -539802.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -539805.500000 Penalty: 2770.290527
	Iteration 26Q: 3 clusters Score -539805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -539808.937500 Penalty: 2770.290527
	Iteration 27Q: 3 clusters Score -539808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -539811.687500 Penalty: 2770.290527
	Iteration 28Q: 3 clusters Score -539811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -539815.437500 Penalty: 2770.290527
	Iteration 29Q: 3 clusters Score -539815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -539816.250000 Penalty: 2770.290527
	Iteration 30Q: 3 clusters Score -539816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -539817.625000 Penalty: 2770.290527
	Iteration 31Q: 3 clusters Score -539817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -539819.250000 Penalty: 2770.290527
	Iteration 32Q: 3 clusters Score -539819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -539821.375000 Penalty: 2770.290527
	Iteration 33Q: 3 clusters Score -539821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -539821.250000 Penalty: 2770.290527
	Iteration 34Q: 3 clusters Score -539821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -539822.500000 Penalty: 2770.290527
	Iteration 35Q: 3 clusters Score -539822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -539823.625000 Penalty: 2770.290527
	Iteration 36Q: 3 clusters Score -539823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -539824.437500 Penalty: 2770.290527
	Iteration 37Q: 3 clusters Score -539824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -539824.812500 Penalty: 2770.290527
	Iteration 38Q: 3 clusters Score -539824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -539824.312500 Penalty: 2770.290527
	Iteration 39Q: 3 clusters Score -539824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -539825.125000 Penalty: 2770.290527
	Iteration 40F: 3 clusters Score -539825.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -495302.250000 Penalty: 1364.741577
	Iteration 0F: 2 clusters Score -495302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -491740.531250 Penalty: 2729.483154
	Iteration 0F: 3 clusters Score -491740.5 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -492633.000000 Penalty: 2729.483154
	Iteration 1F: 3 clusters Score -492633 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -492744.562500 Penalty: 2729.483154
	Iteration 2F: 3 clusters Score -492744.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -492840.625000 Penalty: 2729.483154
	Iteration 3Q: 3 clusters Score -492840.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -492933.343750 Penalty: 2729.483154
	Iteration 4Q: 3 clusters Score -492933.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -493010.343750 Penalty: 2729.483154
	Iteration 5Q: 3 clusters Score -493010.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -493072.031250 Penalty: 2729.483154
	Iteration 6Q: 3 clusters Score -493072 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493132.500000 Penalty: 2729.483154
	Iteration 7Q: 3 clusters Score -493132.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -493194.906250 Penalty: 2729.483154
	Iteration 8Q: 3 clusters Score -493194.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493254.281250 Penalty: 2729.483154
	Iteration 9Q: 3 clusters Score -493254.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -493319.406250 Penalty: 2729.483154
	Iteration 10Q: 3 clusters Score -493319.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -493382.125000 Penalty: 2729.483154
	Iteration 11Q: 3 clusters Score -493382.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -493430.343750 Penalty: 2729.483154
	Iteration 12Q: 3 clusters Score -493430.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -493470.750000 Penalty: 2729.483154
	Iteration 13Q: 3 clusters Score -493470.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -493505.062500 Penalty: 2729.483154
	Iteration 14Q: 3 clusters Score -493505.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -493540.437500 Penalty: 2729.483154
	Iteration 15Q: 3 clusters Score -493540.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -493585.937500 Penalty: 2729.483154
	Iteration 16Q: 3 clusters Score -493585.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -493642.093750 Penalty: 2729.483154
	Iteration 17Q: 3 clusters Score -493642.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -493700.718750 Penalty: 2729.483154
	Iteration 18Q: 3 clusters Score -493700.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -493751.031250 Penalty: 2729.483154
	Iteration 19Q: 3 clusters Score -493751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -493799.718750 Penalty: 2729.483154
	Iteration 20F: 3 clusters Score -493799.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -493836.312500 Penalty: 2729.483154
	Iteration 21Q: 3 clusters Score -493836.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -493869.093750 Penalty: 2729.483154
	Iteration 22Q: 3 clusters Score -493869.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -493892.906250 Penalty: 2729.483154
	Iteration 23Q: 3 clusters Score -493892.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -493919.781250 Penalty: 2729.483154
	Iteration 24Q: 3 clusters Score -493919.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -493945.562500 Penalty: 2729.483154
	Iteration 25Q: 3 clusters Score -493945.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -493964.156250 Penalty: 2729.483154
	Iteration 26Q: 3 clusters Score -493964.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -493978.093750 Penalty: 2729.483154
	Iteration 27Q: 3 clusters Score -493978.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -493988.625000 Penalty: 2729.483154
	Iteration 28Q: 3 clusters Score -493988.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -493996.125000 Penalty: 2729.483154
	Iteration 29Q: 3 clusters Score -493996.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -494002.281250 Penalty: 2729.483154
	Iteration 30Q: 3 clusters Score -494002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -494005.437500 Penalty: 2729.483154
	Iteration 31Q: 3 clusters Score -494005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -494012.312500 Penalty: 2729.483154
	Iteration 32Q: 3 clusters Score -494012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -494014.375000 Penalty: 2729.483154
	Iteration 33Q: 3 clusters Score -494014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -494020.656250 Penalty: 2729.483154
	Iteration 34Q: 3 clusters Score -494020.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -494027.906250 Penalty: 2729.483154
	Iteration 35Q: 3 clusters Score -494027.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -494038.750000 Penalty: 2729.483154
	Iteration 36Q: 3 clusters Score -494038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -494047.687500 Penalty: 2729.483154
	Iteration 37Q: 3 clusters Score -494047.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -494054.187500 Penalty: 2729.483154
	Iteration 38Q: 3 clusters Score -494054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -494058.875000 Penalty: 2729.483154
	Iteration 39Q: 3 clusters Score -494058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -494063.500000 Penalty: 2729.483154
	Iteration 40F: 3 clusters Score -494063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -494066.937500 Penalty: 2729.483154
	Iteration 41Q: 3 clusters Score -494066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -494067.468750 Penalty: 2729.483154
	Iteration 42Q: 3 clusters Score -494067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -494067.468750 Penalty: 2729.483154
	Iteration 43F: 3 clusters Score -494067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Entering Unmasked Estep 
Score: -11899041.000000 Penalty: 1879.861694
	Iteration 0F: 2 clusters Score -1.189904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -11829232.000000 Penalty: 3759.723389
	Iteration 0F: 3 clusters Score -1.182923e+07 nChanged 50298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -11858593.000000 Penalty: 3759.723389
	Iteration 1F: 3 clusters Score -1.185859e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -11860257.000000 Penalty: 3759.723389
	Iteration 2Q: 3 clusters Score -1.186026e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -11863116.000000 Penalty: 3759.723389
	Iteration 3F: 3 clusters Score -1.186312e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -11868010.000000 Penalty: 3759.723389
	Iteration 4F: 3 clusters Score -1.186801e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -11874861.000000 Penalty: 3759.723389
	Iteration 5F: 3 clusters Score -1.187486e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -11883305.000000 Penalty: 3759.723389
	Iteration 6F: 3 clusters Score -1.18833e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -11890634.000000 Penalty: 3759.723389
	Iteration 7F: 3 clusters Score -1.189063e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -11894571.000000 Penalty: 3759.723389
	Iteration 8Q: 3 clusters Score -1.189457e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -11895850.000000 Penalty: 3759.723389
	Iteration 9Q: 3 clusters Score -1.189585e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -11896428.000000 Penalty: 3759.723389
	Iteration 10Q: 3 clusters Score -1.189643e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -11896732.000000 Penalty: 3759.723389
	Iteration 11Q: 3 clusters Score -1.189673e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -11897079.000000 Penalty: 3759.723389
	Iteration 12Q: 3 clusters Score -1.189708e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -11897271.000000 Penalty: 3759.723389
	Iteration 13Q: 3 clusters Score -1.189727e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -11897491.000000 Penalty: 3759.723389
	Iteration 14Q: 3 clusters Score -1.189749e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -11897652.000000 Penalty: 3759.723389
	Iteration 15Q: 3 clusters Score -1.189765e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -11897764.000000 Penalty: 3759.723389
	Iteration 16Q: 3 clusters Score -1.189776e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -11897811.000000 Penalty: 3759.723389
	Iteration 17Q: 3 clusters Score -1.189781e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -11897893.000000 Penalty: 3759.723389
	Iteration 18Q: 3 clusters Score -1.189789e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -11897927.000000 Penalty: 3759.723389
	Iteration 19Q: 3 clusters Score -1.189793e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -11897962.000000 Penalty: 3759.723389
	Iteration 20F: 3 clusters Score -1.189796e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -11898012.000000 Penalty: 3759.723389
	Iteration 21Q: 3 clusters Score -1.189801e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -11898010.000000 Penalty: 3759.723389
	Iteration 22Q: 3 clusters Score -1.189801e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -11898029.000000 Penalty: 3759.723389
	Iteration 23Q: 3 clusters Score -1.189803e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -11898078.000000 Penalty: 3759.723389
	Iteration 24Q: 3 clusters Score -1.189808e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -11898085.000000 Penalty: 3759.723389
	Iteration 25Q: 3 clusters Score -1.189808e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -11898110.000000 Penalty: 3759.723389
	Iteration 26Q: 3 clusters Score -1.189811e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -11898132.000000 Penalty: 3759.723389
	Iteration 27Q: 3 clusters Score -1.189813e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -11898134.000000 Penalty: 3759.723389
	Iteration 28Q: 3 clusters Score -1.189813e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -11898130.000000 Penalty: 3759.723389
	Iteration 29Q: 3 clusters Score -1.189813e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -11898109.000000 Penalty: 3759.723389
	Iteration 30Q: 3 clusters Score -1.189811e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -11898133.000000 Penalty: 3759.723389
	Iteration 31Q: 3 clusters Score -1.189813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -11898137.000000 Penalty: 3759.723389
	Iteration 32Q: 3 clusters Score -1.189814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -11898156.000000 Penalty: 3759.723389
	Iteration 33Q: 3 clusters Score -1.189816e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -11898141.000000 Penalty: 3759.723389
	Iteration 34Q: 3 clusters Score -1.189814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -11898148.000000 Penalty: 3759.723389
	Iteration 35Q: 3 clusters Score -1.189815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -11898142.000000 Penalty: 3759.723389
	Iteration 36Q: 3 clusters Score -1.189814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -11898148.000000 Penalty: 3759.723389
	Iteration 37Q: 3 clusters Score -1.189815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -11898153.000000 Penalty: 3759.723389
	Iteration 38Q: 3 clusters Score -1.189815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -11898155.000000 Penalty: 3759.723389
	Iteration 39Q: 3 clusters Score -1.189816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -11898165.000000 Penalty: 3759.723389
	Iteration 40F: 3 clusters Score -1.189816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -11898164.000000 Penalty: 3759.723389
	Iteration 41Q: 3 clusters Score -1.189816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -11898175.000000 Penalty: 3759.723389
	Iteration 42Q: 3 clusters Score -1.189818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -11898174.000000 Penalty: 3759.723389
	Iteration 43Q: 3 clusters Score -1.189817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -11898161.000000 Penalty: 3759.723389
	Iteration 44Q: 3 clusters Score -1.189816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -11898167.000000 Penalty: 3759.723389
	Iteration 45Q: 3 clusters Score -1.189817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -11898165.000000 Penalty: 3759.723389
	Iteration 46Q: 3 clusters Score -1.189816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -11898162.000000 Penalty: 3759.723389
	Iteration 47Q: 3 clusters Score -1.189816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11898166.000000 Penalty: 3759.723389
	Iteration 48Q: 3 clusters Score -1.189817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11898166.000000 Penalty: 3759.723389
	Iteration 49F: 3 clusters Score -1.189817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -292132.468750 Penalty: 1289.300293
	Iteration 0F: 2 clusters Score -292132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -289521.937500 Penalty: 2578.600586
	Iteration 0F: 3 clusters Score -289521.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -290147.781250 Penalty: 2578.600586
	Iteration 1F: 3 clusters Score -290147.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -290371.718750 Penalty: 2578.600586
	Iteration 2F: 3 clusters Score -290371.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -290545.531250 Penalty: 2578.600586
	Iteration 3F: 3 clusters Score -290545.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -290690.281250 Penalty: 2578.600586
	Iteration 4F: 3 clusters Score -290690.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -290825.000000 Penalty: 2578.600586
	Iteration 5Q: 3 clusters Score -290825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -290933.750000 Penalty: 2578.600586
	Iteration 6Q: 3 clusters Score -290933.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -291021.000000 Penalty: 2578.600586
	Iteration 7Q: 3 clusters Score -291021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -291096.031250 Penalty: 2578.600586
	Iteration 8Q: 3 clusters Score -291096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -291147.093750 Penalty: 2578.600586
	Iteration 9Q: 3 clusters Score -291147.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -291193.656250 Penalty: 2578.600586
	Iteration 10Q: 3 clusters Score -291193.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -291250.812500 Penalty: 2578.600586
	Iteration 11Q: 3 clusters Score -291250.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -291304.656250 Penalty: 2578.600586
	Iteration 12Q: 3 clusters Score -291304.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -291332.937500 Penalty: 2578.600586
	Iteration 13Q: 3 clusters Score -291332.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -291357.406250 Penalty: 2578.600586
	Iteration 14Q: 3 clusters Score -291357.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -291372.187500 Penalty: 2578.600586
	Iteration 15Q: 3 clusters Score -291372.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -291388.718750 Penalty: 2578.600586
	Iteration 16Q: 3 clusters Score -291388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -291402.781250 Penalty: 2578.600586
	Iteration 17Q: 3 clusters Score -291402.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -291418.843750 Penalty: 2578.600586
	Iteration 18Q: 3 clusters Score -291418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -291432.250000 Penalty: 2578.600586
	Iteration 19Q: 3 clusters Score -291432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -291445.218750 Penalty: 2578.600586
	Iteration 20F: 3 clusters Score -291445.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -291461.281250 Penalty: 2578.600586
	Iteration 21Q: 3 clusters Score -291461.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -291471.875000 Penalty: 2578.600586
	Iteration 22Q: 3 clusters Score -291471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -291479.250000 Penalty: 2578.600586
	Iteration 23Q: 3 clusters Score -291479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -291485.375000 Penalty: 2578.600586
	Iteration 24Q: 3 clusters Score -291485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -291487.750000 Penalty: 2578.600586
	Iteration 25Q: 3 clusters Score -291487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -291488.031250 Penalty: 2578.600586
	Iteration 26Q: 3 clusters Score -291488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -291488.031250 Penalty: 2578.600586
	Iteration 27F: 3 clusters Score -291488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (136137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Entering Unmasked Estep 
Score: -15323239.000000 Penalty: 1920.980225
	Iteration 0F: 2 clusters Score -1.532324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -15234591.000000 Penalty: 3841.960449
	Iteration 0F: 3 clusters Score -1.523459e+07 nChanged 65328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -15271520.000000 Penalty: 3841.960449
	Iteration 1F: 3 clusters Score -1.527152e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -15271942.000000 Penalty: 3841.960449
	Iteration 2Q: 3 clusters Score -1.527194e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -15272274.000000 Penalty: 3841.960449
	Iteration 3Q: 3 clusters Score -1.527227e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -15272602.000000 Penalty: 3841.960449
	Iteration 4Q: 3 clusters Score -1.52726e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -15273096.000000 Penalty: 3841.960449
	Iteration 5Q: 3 clusters Score -1.52731e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -15273669.000000 Penalty: 3841.960449
	Iteration 6Q: 3 clusters Score -1.527367e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -15274530.000000 Penalty: 3841.960449
	Iteration 7Q: 3 clusters Score -1.527453e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -15276275.000000 Penalty: 3841.960449
	Iteration 8Q: 3 clusters Score -1.527628e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -15279548.000000 Penalty: 3841.960449
	Iteration 9F: 3 clusters Score -1.527955e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -15285759.000000 Penalty: 3841.960449
	Iteration 10F: 3 clusters Score -1.528576e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 109354 members 
Entering Unmasked Estep 
Score: -15296075.000000 Penalty: 3841.960449
	Iteration 11F: 3 clusters Score -1.529608e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -15307623.000000 Penalty: 3841.960449
	Iteration 12F: 3 clusters Score -1.530762e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 130130 members 
Entering Unmasked Estep 
Score: -15315823.000000 Penalty: 3841.960449
	Iteration 13F: 3 clusters Score -1.531582e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 134129 members 
Entering Unmasked Estep 
Score: -15319659.000000 Penalty: 3841.960449
	Iteration 14Q: 3 clusters Score -1.531966e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -15320955.000000 Penalty: 3841.960449
	Iteration 15Q: 3 clusters Score -1.532096e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -15321270.000000 Penalty: 3841.960449
	Iteration 16Q: 3 clusters Score -1.532127e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -15321411.000000 Penalty: 3841.960449
	Iteration 17Q: 3 clusters Score -1.532141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 135930 members 
Entering Unmasked Estep 
Score: -15321464.000000 Penalty: 3841.960449
	Iteration 18Q: 3 clusters Score -1.532146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 135950 members 
Entering Unmasked Estep 
Score: -15321506.000000 Penalty: 3841.960449
	Iteration 19Q: 3 clusters Score -1.532151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -15321512.000000 Penalty: 3841.960449
	Iteration 20F: 3 clusters Score -1.532151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -15321538.000000 Penalty: 3841.960449
	Iteration 21Q: 3 clusters Score -1.532154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -15321546.000000 Penalty: 3841.960449
	Iteration 22Q: 3 clusters Score -1.532155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -15321567.000000 Penalty: 3841.960449
	Iteration 23Q: 3 clusters Score -1.532157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -15321565.000000 Penalty: 3841.960449
	Iteration 24Q: 3 clusters Score -1.532156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -15321570.000000 Penalty: 3841.960449
	Iteration 25Q: 3 clusters Score -1.532157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -15321570.000000 Penalty: 3841.960449
	Iteration 26F: 3 clusters Score -1.532157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Entering Unmasked Estep 
Score: -2910088.000000 Penalty: 1654.394897
	Iteration 0F: 2 clusters Score -2910088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2892205.750000 Penalty: 3308.789795
	Iteration 0F: 3 clusters Score -2892206 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2898785.500000 Penalty: 3308.789795
	Iteration 1F: 3 clusters Score -2898786 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2899043.250000 Penalty: 3308.789795
	Iteration 2Q: 3 clusters Score -2899043 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2899296.250000 Penalty: 3308.789795
	Iteration 3Q: 3 clusters Score -2899296 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2899526.000000 Penalty: 3308.789795
	Iteration 4Q: 3 clusters Score -2899526 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2899775.500000 Penalty: 3308.789795
	Iteration 5Q: 3 clusters Score -2899776 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2900037.750000 Penalty: 3308.789795
	Iteration 6Q: 3 clusters Score -2900038 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2900344.250000 Penalty: 3308.789795
	Iteration 7Q: 3 clusters Score -2900344 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2900758.250000 Penalty: 3308.789795
	Iteration 8Q: 3 clusters Score -2900758 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2901264.500000 Penalty: 3308.789795
	Iteration 9Q: 3 clusters Score -2901264 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2901940.750000 Penalty: 3308.789795
	Iteration 10Q: 3 clusters Score -2901941 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2902759.000000 Penalty: 3308.789795
	Iteration 11F: 3 clusters Score -2902759 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2903602.250000 Penalty: 3308.789795
	Iteration 12F: 3 clusters Score -2903602 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2904301.500000 Penalty: 3308.789795
	Iteration 13Q: 3 clusters Score -2904302 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2904723.500000 Penalty: 3308.789795
	Iteration 14Q: 3 clusters Score -2904724 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2904962.250000 Penalty: 3308.789795
	Iteration 15Q: 3 clusters Score -2904962 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2905157.750000 Penalty: 3308.789795
	Iteration 16Q: 3 clusters Score -2905158 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2905311.750000 Penalty: 3308.789795
	Iteration 17Q: 3 clusters Score -2905312 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2905447.750000 Penalty: 3308.789795
	Iteration 18Q: 3 clusters Score -2905448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2905619.500000 Penalty: 3308.789795
	Iteration 19Q: 3 clusters Score -2905620 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2905781.000000 Penalty: 3308.789795
	Iteration 20F: 3 clusters Score -2905781 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2905966.500000 Penalty: 3308.789795
	Iteration 21Q: 3 clusters Score -2905966 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2906189.000000 Penalty: 3308.789795
	Iteration 22Q: 3 clusters Score -2906189 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2906467.250000 Penalty: 3308.789795
	Iteration 23Q: 3 clusters Score -2906467 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2906791.750000 Penalty: 3308.789795
	Iteration 24Q: 3 clusters Score -2906792 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2907063.000000 Penalty: 3308.789795
	Iteration 25Q: 3 clusters Score -2907063 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2907320.250000 Penalty: 3308.789795
	Iteration 26Q: 3 clusters Score -2907320 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2907516.000000 Penalty: 3308.789795
	Iteration 27Q: 3 clusters Score -2907516 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2907623.750000 Penalty: 3308.789795
	Iteration 28Q: 3 clusters Score -2907624 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2907726.000000 Penalty: 3308.789795
	Iteration 29Q: 3 clusters Score -2907726 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2907806.250000 Penalty: 3308.789795
	Iteration 30Q: 3 clusters Score -2907806 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2907859.250000 Penalty: 3308.789795
	Iteration 31Q: 3 clusters Score -2907859 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2907934.250000 Penalty: 3308.789795
	Iteration 32Q: 3 clusters Score -2907934 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2907972.500000 Penalty: 3308.789795
	Iteration 33Q: 3 clusters Score -2907972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2908043.500000 Penalty: 3308.789795
	Iteration 34Q: 3 clusters Score -2908044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2908075.250000 Penalty: 3308.789795
	Iteration 35Q: 3 clusters Score -2908075 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2908108.000000 Penalty: 3308.789795
	Iteration 36Q: 3 clusters Score -2908108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2908139.500000 Penalty: 3308.789795
	Iteration 37Q: 3 clusters Score -2908140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2908163.000000 Penalty: 3308.789795
	Iteration 38Q: 3 clusters Score -2908163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2908195.500000 Penalty: 3308.789795
	Iteration 39Q: 3 clusters Score -2908196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2908216.250000 Penalty: 3308.789795
	Iteration 40F: 3 clusters Score -2908216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2908241.250000 Penalty: 3308.789795
	Iteration 41Q: 3 clusters Score -2908241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2908268.250000 Penalty: 3308.789795
	Iteration 42Q: 3 clusters Score -2908268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2908296.750000 Penalty: 3308.789795
	Iteration 43Q: 3 clusters Score -2908297 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2908318.750000 Penalty: 3308.789795
	Iteration 44Q: 3 clusters Score -2908319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2908334.250000 Penalty: 3308.789795
	Iteration 45Q: 3 clusters Score -2908334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2908347.000000 Penalty: 3308.789795
	Iteration 46Q: 3 clusters Score -2908347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2908364.250000 Penalty: 3308.789795
	Iteration 47Q: 3 clusters Score -2908364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2908382.000000 Penalty: 3308.789795
	Iteration 48Q: 3 clusters Score -2908382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2908409.500000 Penalty: 3308.789795
	Iteration 49Q: 3 clusters Score -2908410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2908419.000000 Penalty: 3308.789795
	Iteration 50Q: 3 clusters Score -2908419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2908423.250000 Penalty: 3308.789795
	Iteration 51Q: 3 clusters Score -2908423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2908436.500000 Penalty: 3308.789795
	Iteration 52Q: 3 clusters Score -2908436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2908433.500000 Penalty: 3308.789795
	Iteration 53Q: 3 clusters Score -2908434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2908435.750000 Penalty: 3308.789795
	Iteration 54Q: 3 clusters Score -2908436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2908452.000000 Penalty: 3308.789795
	Iteration 55Q: 3 clusters Score -2908452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2908464.250000 Penalty: 3308.789795
	Iteration 56Q: 3 clusters Score -2908464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2908472.250000 Penalty: 3308.789795
	Iteration 57Q: 3 clusters Score -2908472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2908473.750000 Penalty: 3308.789795
	Iteration 58Q: 3 clusters Score -2908474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2908484.250000 Penalty: 3308.789795
	Iteration 59Q: 3 clusters Score -2908484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2908486.750000 Penalty: 3308.789795
	Iteration 60F: 3 clusters Score -2908487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2908490.000000 Penalty: 3308.789795
	Iteration 61Q: 3 clusters Score -2908490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2908488.250000 Penalty: 3308.789795
	Iteration 62Q: 3 clusters Score -2908488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2908498.250000 Penalty: 3308.789795
	Iteration 63Q: 3 clusters Score -2908498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2908497.250000 Penalty: 3308.789795
	Iteration 64Q: 3 clusters Score -2908497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2908498.500000 Penalty: 3308.789795
	Iteration 65Q: 3 clusters Score -2908498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2908507.250000 Penalty: 3308.789795
	Iteration 66Q: 3 clusters Score -2908507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2908495.750000 Penalty: 3308.789795
	Iteration 67Q: 3 clusters Score -2908496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2908505.750000 Penalty: 3308.789795
	Iteration 68Q: 3 clusters Score -2908506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2908514.500000 Penalty: 3308.789795
	Iteration 69Q: 3 clusters Score -2908514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2908513.250000 Penalty: 3308.789795
	Iteration 70Q: 3 clusters Score -2908513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2908515.000000 Penalty: 3308.789795
	Iteration 71Q: 3 clusters Score -2908515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2908519.250000 Penalty: 3308.789795
	Iteration 72Q: 3 clusters Score -2908519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2908522.000000 Penalty: 3308.789795
	Iteration 73Q: 3 clusters Score -2908522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2908517.250000 Penalty: 3308.789795
	Iteration 74Q: 3 clusters Score -2908517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2908519.500000 Penalty: 3308.789795
	Iteration 75Q: 3 clusters Score -2908520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2908520.750000 Penalty: 3308.789795
	Iteration 76Q: 3 clusters Score -2908521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2908519.000000 Penalty: 3308.789795
	Iteration 77Q: 3 clusters Score -2908519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2908515.500000 Penalty: 3308.789795
	Iteration 78Q: 3 clusters Score -2908516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2908513.500000 Penalty: 3308.789795
	Iteration 79Q: 3 clusters Score -2908514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2908512.500000 Penalty: 3308.789795
	Iteration 80F: 3 clusters Score -2908512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2908515.500000 Penalty: 3308.789795
	Iteration 81Q: 3 clusters Score -2908516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2908515.250000 Penalty: 3308.789795
	Iteration 82Q: 3 clusters Score -2908515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2908515.500000 Penalty: 3308.789795
	Iteration 83Q: 3 clusters Score -2908516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2908520.250000 Penalty: 3308.789795
	Iteration 84Q: 3 clusters Score -2908520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2908530.000000 Penalty: 3308.789795
	Iteration 85Q: 3 clusters Score -2908530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2908528.250000 Penalty: 3308.789795
	Iteration 86Q: 3 clusters Score -2908528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2908528.750000 Penalty: 3308.789795
	Iteration 87Q: 3 clusters Score -2908529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2908526.000000 Penalty: 3308.789795
	Iteration 88Q: 3 clusters Score -2908526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2908526.750000 Penalty: 3308.789795
	Iteration 89Q: 3 clusters Score -2908527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2908528.500000 Penalty: 3308.789795
	Iteration 90Q: 3 clusters Score -2908528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2908529.500000 Penalty: 3308.789795
	Iteration 91Q: 3 clusters Score -2908530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2908527.750000 Penalty: 3308.789795
	Iteration 92Q: 3 clusters Score -2908528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2908529.000000 Penalty: 3308.789795
	Iteration 93Q: 3 clusters Score -2908529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2908531.500000 Penalty: 3308.789795
	Iteration 94Q: 3 clusters Score -2908532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2908529.000000 Penalty: 3308.789795
	Iteration 95Q: 3 clusters Score -2908529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2908529.000000 Penalty: 3308.789795
	Iteration 96Q: 3 clusters Score -2908529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2908532.250000 Penalty: 3308.789795
	Iteration 97Q: 3 clusters Score -2908532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2908531.000000 Penalty: 3308.789795
	Iteration 98Q: 3 clusters Score -2908531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2908530.500000 Penalty: 3308.789795
	Iteration 99Q: 3 clusters Score -2908530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2908528.250000 Penalty: 3308.789795
	Iteration 100F: 3 clusters Score -2908528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2908532.000000 Penalty: 3308.789795
	Iteration 101Q: 3 clusters Score -2908532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2908528.000000 Penalty: 3308.789795
	Iteration 102Q: 3 clusters Score -2908528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2908528.250000 Penalty: 3308.789795
	Iteration 103Q: 3 clusters Score -2908528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2908528.750000 Penalty: 3308.789795
	Iteration 104Q: 3 clusters Score -2908529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2908528.750000 Penalty: 3308.789795
	Iteration 105Q: 3 clusters Score -2908529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2908528.750000 Penalty: 3308.789795
	Iteration 106F: 3 clusters Score -2908529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -87051.210938 Penalty: 1086.857666
	Iteration 0F: 2 clusters Score -87051.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85739.390625 Penalty: 2173.715332
	Iteration 0F: 3 clusters Score -85739.39 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85943.562500 Penalty: 2173.715332
	Iteration 1F: 3 clusters Score -85943.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86007.085938 Penalty: 2173.715332
	Iteration 2F: 3 clusters Score -86007.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86035.257812 Penalty: 2173.715332
	Iteration 3Q: 3 clusters Score -86035.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86047.125000 Penalty: 2173.715332
	Iteration 4Q: 3 clusters Score -86047.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86052.460938 Penalty: 2173.715332
	Iteration 5Q: 3 clusters Score -86052.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86055.093750 Penalty: 2173.715332
	Iteration 6Q: 3 clusters Score -86055.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86060.632812 Penalty: 2173.715332
	Iteration 7Q: 3 clusters Score -86060.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86064.132812 Penalty: 2173.715332
	Iteration 8Q: 3 clusters Score -86064.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86065.046875 Penalty: 2173.715332
	Iteration 9Q: 3 clusters Score -86065.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86065.046875 Penalty: 2173.715332
	Iteration 10F: 3 clusters Score -86065.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Entering Unmasked Estep 
Score: -7450417.000000 Penalty: 1801.919678
	Iteration 0F: 2 clusters Score -7450417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -7406538.000000 Penalty: 3603.839355
	Iteration 0F: 3 clusters Score -7406538 nChanged 30916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -7424603.000000 Penalty: 3603.839355
	Iteration 1F: 3 clusters Score -7424603 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7425188.500000 Penalty: 3603.839355
	Iteration 2Q: 3 clusters Score -7425188 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -7425942.500000 Penalty: 3603.839355
	Iteration 3Q: 3 clusters Score -7425942 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7426868.500000 Penalty: 3603.839355
	Iteration 4Q: 3 clusters Score -7426868 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -7428021.000000 Penalty: 3603.839355
	Iteration 5Q: 3 clusters Score -7428021 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -7429252.000000 Penalty: 3603.839355
	Iteration 6Q: 3 clusters Score -7429252 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -7430543.000000 Penalty: 3603.839355
	Iteration 7Q: 3 clusters Score -7430543 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7431864.000000 Penalty: 3603.839355
	Iteration 8Q: 3 clusters Score -7431864 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -7433102.500000 Penalty: 3603.839355
	Iteration 9Q: 3 clusters Score -7433102 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -7434343.500000 Penalty: 3603.839355
	Iteration 10Q: 3 clusters Score -7434344 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7435549.000000 Penalty: 3603.839355
	Iteration 11Q: 3 clusters Score -7435549 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7436728.000000 Penalty: 3603.839355
	Iteration 12Q: 3 clusters Score -7436728 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7437683.500000 Penalty: 3603.839355
	Iteration 13Q: 3 clusters Score -7437684 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -7438394.500000 Penalty: 3603.839355
	Iteration 14Q: 3 clusters Score -7438394 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -7438984.000000 Penalty: 3603.839355
	Iteration 15Q: 3 clusters Score -7438984 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -7439490.000000 Penalty: 3603.839355
	Iteration 16Q: 3 clusters Score -7439490 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -7439984.500000 Penalty: 3603.839355
	Iteration 17Q: 3 clusters Score -7439984 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -7440494.000000 Penalty: 3603.839355
	Iteration 18Q: 3 clusters Score -7440494 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -7441042.500000 Penalty: 3603.839355
	Iteration 19Q: 3 clusters Score -7441042 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -7441565.000000 Penalty: 3603.839355
	Iteration 20F: 3 clusters Score -7441565 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -7442179.000000 Penalty: 3603.839355
	Iteration 21Q: 3 clusters Score -7442179 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7442839.500000 Penalty: 3603.839355
	Iteration 22Q: 3 clusters Score -7442840 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -7443520.000000 Penalty: 3603.839355
	Iteration 23Q: 3 clusters Score -7443520 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -7444216.000000 Penalty: 3603.839355
	Iteration 24Q: 3 clusters Score -7444216 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -7444897.500000 Penalty: 3603.839355
	Iteration 25Q: 3 clusters Score -7444898 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7445447.500000 Penalty: 3603.839355
	Iteration 26Q: 3 clusters Score -7445448 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -7445939.000000 Penalty: 3603.839355
	Iteration 27Q: 3 clusters Score -7445939 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -7446471.000000 Penalty: 3603.839355
	Iteration 28Q: 3 clusters Score -7446471 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -7446898.500000 Penalty: 3603.839355
	Iteration 29Q: 3 clusters Score -7446898 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -7447292.500000 Penalty: 3603.839355
	Iteration 30Q: 3 clusters Score -7447292 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7447630.000000 Penalty: 3603.839355
	Iteration 31Q: 3 clusters Score -7447630 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -7447874.000000 Penalty: 3603.839355
	Iteration 32Q: 3 clusters Score -7447874 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -7448068.000000 Penalty: 3603.839355
	Iteration 33Q: 3 clusters Score -7448068 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -7448200.500000 Penalty: 3603.839355
	Iteration 34Q: 3 clusters Score -7448200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -7448298.000000 Penalty: 3603.839355
	Iteration 35Q: 3 clusters Score -7448298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7448407.500000 Penalty: 3603.839355
	Iteration 36Q: 3 clusters Score -7448408 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -7448475.000000 Penalty: 3603.839355
	Iteration 37Q: 3 clusters Score -7448475 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -7448534.000000 Penalty: 3603.839355
	Iteration 38Q: 3 clusters Score -7448534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -7448600.000000 Penalty: 3603.839355
	Iteration 39Q: 3 clusters Score -7448600 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -7448647.500000 Penalty: 3603.839355
	Iteration 40F: 3 clusters Score -7448648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -7448668.000000 Penalty: 3603.839355
	Iteration 41Q: 3 clusters Score -7448668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7448692.500000 Penalty: 3603.839355
	Iteration 42Q: 3 clusters Score -7448692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -7448721.000000 Penalty: 3603.839355
	Iteration 43Q: 3 clusters Score -7448721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -7448755.500000 Penalty: 3603.839355
	Iteration 44Q: 3 clusters Score -7448756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -7448778.500000 Penalty: 3603.839355
	Iteration 45Q: 3 clusters Score -7448778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -7448800.500000 Penalty: 3603.839355
	Iteration 46Q: 3 clusters Score -7448800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -7448822.000000 Penalty: 3603.839355
	Iteration 47Q: 3 clusters Score -7448822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -7448830.000000 Penalty: 3603.839355
	Iteration 48Q: 3 clusters Score -7448830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -7448836.000000 Penalty: 3603.839355
	Iteration 49Q: 3 clusters Score -7448836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -7448843.500000 Penalty: 3603.839355
	Iteration 50Q: 3 clusters Score -7448844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -7448847.500000 Penalty: 3603.839355
	Iteration 51Q: 3 clusters Score -7448848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -7448848.000000 Penalty: 3603.839355
	Iteration 52Q: 3 clusters Score -7448848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -7448849.500000 Penalty: 3603.839355
	Iteration 53Q: 3 clusters Score -7448850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7448854.000000 Penalty: 3603.839355
	Iteration 54Q: 3 clusters Score -7448854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -7448860.000000 Penalty: 3603.839355
	Iteration 55Q: 3 clusters Score -7448860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7448867.000000 Penalty: 3603.839355
	Iteration 56Q: 3 clusters Score -7448867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -7448872.000000 Penalty: 3603.839355
	Iteration 57Q: 3 clusters Score -7448872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -7448873.500000 Penalty: 3603.839355
	Iteration 58Q: 3 clusters Score -7448874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7448884.000000 Penalty: 3603.839355
	Iteration 59Q: 3 clusters Score -7448884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -7448881.500000 Penalty: 3603.839355
	Iteration 60F: 3 clusters Score -7448882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -7448896.500000 Penalty: 3603.839355
	Iteration 61Q: 3 clusters Score -7448896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7448891.000000 Penalty: 3603.839355
	Iteration 62Q: 3 clusters Score -7448891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -7448898.000000 Penalty: 3603.839355
	Iteration 63Q: 3 clusters Score -7448898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -7448893.000000 Penalty: 3603.839355
	Iteration 64Q: 3 clusters Score -7448893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7448895.500000 Penalty: 3603.839355
	Iteration 65Q: 3 clusters Score -7448896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -7448899.000000 Penalty: 3603.839355
	Iteration 66Q: 3 clusters Score -7448899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -7448895.000000 Penalty: 3603.839355
	Iteration 67Q: 3 clusters Score -7448895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -7448896.000000 Penalty: 3603.839355
	Iteration 68Q: 3 clusters Score -7448896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -7448896.500000 Penalty: 3603.839355
	Iteration 69Q: 3 clusters Score -7448896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -7448903.000000 Penalty: 3603.839355
	Iteration 70Q: 3 clusters Score -7448903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -7448909.000000 Penalty: 3603.839355
	Iteration 71Q: 3 clusters Score -7448909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -7448906.500000 Penalty: 3603.839355
	Iteration 72Q: 3 clusters Score -7448906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -7448907.500000 Penalty: 3603.839355
	Iteration 73Q: 3 clusters Score -7448908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -7448908.000000 Penalty: 3603.839355
	Iteration 74Q: 3 clusters Score -7448908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -7448916.500000 Penalty: 3603.839355
	Iteration 75Q: 3 clusters Score -7448916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7448918.000000 Penalty: 3603.839355
	Iteration 76Q: 3 clusters Score -7448918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -7448920.500000 Penalty: 3603.839355
	Iteration 77Q: 3 clusters Score -7448920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -7448924.500000 Penalty: 3603.839355
	Iteration 78Q: 3 clusters Score -7448924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -7448931.000000 Penalty: 3603.839355
	Iteration 79Q: 3 clusters Score -7448931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -7448933.000000 Penalty: 3603.839355
	Iteration 80F: 3 clusters Score -7448933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -7448930.500000 Penalty: 3603.839355
	Iteration 81Q: 3 clusters Score -7448930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -7448930.500000 Penalty: 3603.839355
	Iteration 82Q: 3 clusters Score -7448930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -7448930.500000 Penalty: 3603.839355
	Iteration 83Q: 3 clusters Score -7448930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -7448936.500000 Penalty: 3603.839355
	Iteration 84Q: 3 clusters Score -7448936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -7448934.500000 Penalty: 3603.839355
	Iteration 85Q: 3 clusters Score -7448934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -7448935.500000 Penalty: 3603.839355
	Iteration 86Q: 3 clusters Score -7448936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -7448937.500000 Penalty: 3603.839355
	Iteration 87Q: 3 clusters Score -7448938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -7448937.500000 Penalty: 3603.839355
	Iteration 88F: 3 clusters Score -7448938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -14706.644531 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -14706.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14125.489258 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -14125.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14217.767578 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -14217.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14242.372070 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -14242.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14261.202148 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -14261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14261.202148 Penalty: 1689.511475
	Iteration 4F: 3 clusters Score -14261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -173186.875000 Penalty: 1197.969116
	Iteration 0F: 2 clusters Score -173186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171330.562500 Penalty: 2395.938232
	Iteration 0F: 3 clusters Score -171330.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -171698.375000 Penalty: 2395.938232
	Iteration 1F: 3 clusters Score -171698.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171786.921875 Penalty: 2395.938232
	Iteration 2F: 3 clusters Score -171786.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -171834.953125 Penalty: 2395.938232
	Iteration 3Q: 3 clusters Score -171835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171864.703125 Penalty: 2395.938232
	Iteration 4Q: 3 clusters Score -171864.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171882.781250 Penalty: 2395.938232
	Iteration 5Q: 3 clusters Score -171882.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -171900.484375 Penalty: 2395.938232
	Iteration 6Q: 3 clusters Score -171900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171912.984375 Penalty: 2395.938232
	Iteration 7Q: 3 clusters Score -171913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171924.953125 Penalty: 2395.938232
	Iteration 8Q: 3 clusters Score -171925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171936.593750 Penalty: 2395.938232
	Iteration 9Q: 3 clusters Score -171936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -171947.109375 Penalty: 2395.938232
	Iteration 10Q: 3 clusters Score -171947.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171956.890625 Penalty: 2395.938232
	Iteration 11Q: 3 clusters Score -171956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -171968.328125 Penalty: 2395.938232
	Iteration 12Q: 3 clusters Score -171968.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171974.531250 Penalty: 2395.938232
	Iteration 13Q: 3 clusters Score -171974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171978.765625 Penalty: 2395.938232
	Iteration 14Q: 3 clusters Score -171978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171982.687500 Penalty: 2395.938232
	Iteration 15Q: 3 clusters Score -171982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171984.984375 Penalty: 2395.938232
	Iteration 16Q: 3 clusters Score -171985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171989.140625 Penalty: 2395.938232
	Iteration 17Q: 3 clusters Score -171989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -171992.703125 Penalty: 2395.938232
	Iteration 18Q: 3 clusters Score -171992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171995.296875 Penalty: 2395.938232
	Iteration 19Q: 3 clusters Score -171995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171998.312500 Penalty: 2395.938232
	Iteration 20F: 3 clusters Score -171998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -171999.593750 Penalty: 2395.938232
	Iteration 21Q: 3 clusters Score -171999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -172001.968750 Penalty: 2395.938232
	Iteration 22Q: 3 clusters Score -172002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172003.828125 Penalty: 2395.938232
	Iteration 23Q: 3 clusters Score -172003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -172006.718750 Penalty: 2395.938232
	Iteration 24Q: 3 clusters Score -172006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172007.734375 Penalty: 2395.938232
	Iteration 25Q: 3 clusters Score -172007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -172007.953125 Penalty: 2395.938232
	Iteration 26Q: 3 clusters Score -172008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -172008.671875 Penalty: 2395.938232
	Iteration 27Q: 3 clusters Score -172008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172009.406250 Penalty: 2395.938232
	Iteration 28Q: 3 clusters Score -172009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172009.375000 Penalty: 2395.938232
	Iteration 29Q: 3 clusters Score -172009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172009.375000 Penalty: 2395.938232
	Iteration 30F: 3 clusters Score -172009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Entering Unmasked Estep 
Score: -4921958.500000 Penalty: 1734.448120
	Iteration 0F: 2 clusters Score -4921958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4893041.500000 Penalty: 3468.896240
	Iteration 0F: 3 clusters Score -4893042 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -4904966.000000 Penalty: 3468.896240
	Iteration 1F: 3 clusters Score -4904966 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4906023.000000 Penalty: 3468.896240
	Iteration 2F: 3 clusters Score -4906023 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4907335.500000 Penalty: 3468.896240
	Iteration 3F: 3 clusters Score -4907336 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4909039.000000 Penalty: 3468.896240
	Iteration 4F: 3 clusters Score -4909039 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4911239.000000 Penalty: 3468.896240
	Iteration 5F: 3 clusters Score -4911239 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4913785.500000 Penalty: 3468.896240
	Iteration 6F: 3 clusters Score -4913786 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4915662.500000 Penalty: 3468.896240
	Iteration 7F: 3 clusters Score -4915662 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4916439.000000 Penalty: 3468.896240
	Iteration 8Q: 3 clusters Score -4916439 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4916729.000000 Penalty: 3468.896240
	Iteration 9Q: 3 clusters Score -4916729 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4916880.000000 Penalty: 3468.896240
	Iteration 10Q: 3 clusters Score -4916880 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4916994.500000 Penalty: 3468.896240
	Iteration 11Q: 3 clusters Score -4916994 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4917112.000000 Penalty: 3468.896240
	Iteration 12Q: 3 clusters Score -4917112 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4917205.500000 Penalty: 3468.896240
	Iteration 13Q: 3 clusters Score -4917206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4917260.500000 Penalty: 3468.896240
	Iteration 14Q: 3 clusters Score -4917260 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4917339.000000 Penalty: 3468.896240
	Iteration 15Q: 3 clusters Score -4917339 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4917388.000000 Penalty: 3468.896240
	Iteration 16Q: 3 clusters Score -4917388 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4917434.000000 Penalty: 3468.896240
	Iteration 17Q: 3 clusters Score -4917434 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4917457.500000 Penalty: 3468.896240
	Iteration 18Q: 3 clusters Score -4917458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -4917507.000000 Penalty: 3468.896240
	Iteration 19Q: 3 clusters Score -4917507 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4917543.000000 Penalty: 3468.896240
	Iteration 20F: 3 clusters Score -4917543 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4917599.000000 Penalty: 3468.896240
	Iteration 21Q: 3 clusters Score -4917599 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4917653.500000 Penalty: 3468.896240
	Iteration 22Q: 3 clusters Score -4917654 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4917695.000000 Penalty: 3468.896240
	Iteration 23Q: 3 clusters Score -4917695 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4917743.000000 Penalty: 3468.896240
	Iteration 24Q: 3 clusters Score -4917743 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -4917762.000000 Penalty: 3468.896240
	Iteration 25Q: 3 clusters Score -4917762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4917795.500000 Penalty: 3468.896240
	Iteration 26Q: 3 clusters Score -4917796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4917859.500000 Penalty: 3468.896240
	Iteration 27Q: 3 clusters Score -4917860 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4917923.000000 Penalty: 3468.896240
	Iteration 28Q: 3 clusters Score -4917923 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4917973.500000 Penalty: 3468.896240
	Iteration 29Q: 3 clusters Score -4917974 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4918041.500000 Penalty: 3468.896240
	Iteration 30Q: 3 clusters Score -4918042 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4918076.500000 Penalty: 3468.896240
	Iteration 31Q: 3 clusters Score -4918076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -4918122.500000 Penalty: 3468.896240
	Iteration 32Q: 3 clusters Score -4918122 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4918204.000000 Penalty: 3468.896240
	Iteration 33Q: 3 clusters Score -4918204 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4918256.000000 Penalty: 3468.896240
	Iteration 34Q: 3 clusters Score -4918256 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4918301.500000 Penalty: 3468.896240
	Iteration 35Q: 3 clusters Score -4918302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4918365.000000 Penalty: 3468.896240
	Iteration 36Q: 3 clusters Score -4918365 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4918442.000000 Penalty: 3468.896240
	Iteration 37Q: 3 clusters Score -4918442 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4918520.000000 Penalty: 3468.896240
	Iteration 38Q: 3 clusters Score -4918520 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4918578.500000 Penalty: 3468.896240
	Iteration 39Q: 3 clusters Score -4918578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4918637.500000 Penalty: 3468.896240
	Iteration 40F: 3 clusters Score -4918638 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4918693.500000 Penalty: 3468.896240
	Iteration 41Q: 3 clusters Score -4918694 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4918741.000000 Penalty: 3468.896240
	Iteration 42Q: 3 clusters Score -4918741 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4918807.000000 Penalty: 3468.896240
	Iteration 43Q: 3 clusters Score -4918807 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4918886.500000 Penalty: 3468.896240
	Iteration 44Q: 3 clusters Score -4918886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4918952.000000 Penalty: 3468.896240
	Iteration 45Q: 3 clusters Score -4918952 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4918999.000000 Penalty: 3468.896240
	Iteration 46Q: 3 clusters Score -4918999 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4919032.500000 Penalty: 3468.896240
	Iteration 47Q: 3 clusters Score -4919032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -4919056.000000 Penalty: 3468.896240
	Iteration 48Q: 3 clusters Score -4919056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4919092.000000 Penalty: 3468.896240
	Iteration 49Q: 3 clusters Score -4919092 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4919145.500000 Penalty: 3468.896240
	Iteration 50Q: 3 clusters Score -4919146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4919182.500000 Penalty: 3468.896240
	Iteration 51Q: 3 clusters Score -4919182 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4919203.000000 Penalty: 3468.896240
	Iteration 52Q: 3 clusters Score -4919203 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4919244.500000 Penalty: 3468.896240
	Iteration 53Q: 3 clusters Score -4919244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4919278.500000 Penalty: 3468.896240
	Iteration 54Q: 3 clusters Score -4919278 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4919338.000000 Penalty: 3468.896240
	Iteration 55Q: 3 clusters Score -4919338 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4919379.000000 Penalty: 3468.896240
	Iteration 56Q: 3 clusters Score -4919379 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4919420.000000 Penalty: 3468.896240
	Iteration 57Q: 3 clusters Score -4919420 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4919474.500000 Penalty: 3468.896240
	Iteration 58Q: 3 clusters Score -4919474 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4919520.500000 Penalty: 3468.896240
	Iteration 59Q: 3 clusters Score -4919520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4919585.500000 Penalty: 3468.896240
	Iteration 60F: 3 clusters Score -4919586 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -4919635.000000 Penalty: 3468.896240
	Iteration 61Q: 3 clusters Score -4919635 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4919669.000000 Penalty: 3468.896240
	Iteration 62Q: 3 clusters Score -4919669 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4919726.000000 Penalty: 3468.896240
	Iteration 63Q: 3 clusters Score -4919726 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -4919788.500000 Penalty: 3468.896240
	Iteration 64Q: 3 clusters Score -4919788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4919846.000000 Penalty: 3468.896240
	Iteration 65Q: 3 clusters Score -4919846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -4919892.000000 Penalty: 3468.896240
	Iteration 66Q: 3 clusters Score -4919892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -4919937.500000 Penalty: 3468.896240
	Iteration 67Q: 3 clusters Score -4919938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4919981.000000 Penalty: 3468.896240
	Iteration 68Q: 3 clusters Score -4919981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4920015.000000 Penalty: 3468.896240
	Iteration 69Q: 3 clusters Score -4920015 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4920047.500000 Penalty: 3468.896240
	Iteration 70Q: 3 clusters Score -4920048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4920078.500000 Penalty: 3468.896240
	Iteration 71Q: 3 clusters Score -4920078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4920118.500000 Penalty: 3468.896240
	Iteration 72Q: 3 clusters Score -4920118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4920118.000000 Penalty: 3468.896240
	Iteration 73Q: 3 clusters Score -4920118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4920149.500000 Penalty: 3468.896240
	Iteration 74Q: 3 clusters Score -4920150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4920158.000000 Penalty: 3468.896240
	Iteration 75Q: 3 clusters Score -4920158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4920195.000000 Penalty: 3468.896240
	Iteration 76Q: 3 clusters Score -4920195 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4920213.000000 Penalty: 3468.896240
	Iteration 77Q: 3 clusters Score -4920213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -4920231.500000 Penalty: 3468.896240
	Iteration 78Q: 3 clusters Score -4920232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4920263.500000 Penalty: 3468.896240
	Iteration 79Q: 3 clusters Score -4920264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -4920276.500000 Penalty: 3468.896240
	Iteration 80F: 3 clusters Score -4920276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4920302.000000 Penalty: 3468.896240
	Iteration 81Q: 3 clusters Score -4920302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -4920347.000000 Penalty: 3468.896240
	Iteration 82Q: 3 clusters Score -4920347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4920366.000000 Penalty: 3468.896240
	Iteration 83Q: 3 clusters Score -4920366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -4920367.000000 Penalty: 3468.896240
	Iteration 84Q: 3 clusters Score -4920367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -4920406.000000 Penalty: 3468.896240
	Iteration 85Q: 3 clusters Score -4920406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -4920420.000000 Penalty: 3468.896240
	Iteration 86Q: 3 clusters Score -4920420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4920438.500000 Penalty: 3468.896240
	Iteration 87Q: 3 clusters Score -4920438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4920454.500000 Penalty: 3468.896240
	Iteration 88Q: 3 clusters Score -4920454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4920498.000000 Penalty: 3468.896240
	Iteration 89Q: 3 clusters Score -4920498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4920503.500000 Penalty: 3468.896240
	Iteration 90Q: 3 clusters Score -4920504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4920521.000000 Penalty: 3468.896240
	Iteration 91Q: 3 clusters Score -4920521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -4920538.500000 Penalty: 3468.896240
	Iteration 92Q: 3 clusters Score -4920538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4920549.000000 Penalty: 3468.896240
	Iteration 93Q: 3 clusters Score -4920549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -4920564.500000 Penalty: 3468.896240
	Iteration 94Q: 3 clusters Score -4920564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4920585.500000 Penalty: 3468.896240
	Iteration 95Q: 3 clusters Score -4920586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4920595.000000 Penalty: 3468.896240
	Iteration 96Q: 3 clusters Score -4920595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4920613.500000 Penalty: 3468.896240
	Iteration 97Q: 3 clusters Score -4920614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -4920622.500000 Penalty: 3468.896240
	Iteration 98Q: 3 clusters Score -4920622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -4920638.500000 Penalty: 3468.896240
	Iteration 99Q: 3 clusters Score -4920638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -4920642.000000 Penalty: 3468.896240
	Iteration 100F: 3 clusters Score -4920642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4920650.000000 Penalty: 3468.896240
	Iteration 101Q: 3 clusters Score -4920650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4920656.000000 Penalty: 3468.896240
	Iteration 102Q: 3 clusters Score -4920656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -4920664.500000 Penalty: 3468.896240
	Iteration 103Q: 3 clusters Score -4920664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4920660.500000 Penalty: 3468.896240
	Iteration 104Q: 3 clusters Score -4920660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4920661.000000 Penalty: 3468.896240
	Iteration 105Q: 3 clusters Score -4920661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -4920666.000000 Penalty: 3468.896240
	Iteration 106Q: 3 clusters Score -4920666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4920665.500000 Penalty: 3468.896240
	Iteration 107Q: 3 clusters Score -4920666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -4920671.000000 Penalty: 3468.896240
	Iteration 108Q: 3 clusters Score -4920671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4920677.500000 Penalty: 3468.896240
	Iteration 109Q: 3 clusters Score -4920678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4920675.000000 Penalty: 3468.896240
	Iteration 110Q: 3 clusters Score -4920675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -4920687.500000 Penalty: 3468.896240
	Iteration 111Q: 3 clusters Score -4920688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -4920696.000000 Penalty: 3468.896240
	Iteration 112Q: 3 clusters Score -4920696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -4920696.500000 Penalty: 3468.896240
	Iteration 113Q: 3 clusters Score -4920696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -4920697.500000 Penalty: 3468.896240
	Iteration 114Q: 3 clusters Score -4920698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4920699.500000 Penalty: 3468.896240
	Iteration 115Q: 3 clusters Score -4920700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -4920703.000000 Penalty: 3468.896240
	Iteration 116Q: 3 clusters Score -4920703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -4920698.500000 Penalty: 3468.896240
	Iteration 117Q: 3 clusters Score -4920698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4920696.500000 Penalty: 3468.896240
	Iteration 118Q: 3 clusters Score -4920696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4920702.500000 Penalty: 3468.896240
	Iteration 119Q: 3 clusters Score -4920702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -4920701.500000 Penalty: 3468.896240
	Iteration 120F: 3 clusters Score -4920702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -4920699.000000 Penalty: 3468.896240
	Iteration 121Q: 3 clusters Score -4920699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -4920699.000000 Penalty: 3468.896240
	Iteration 122F: 3 clusters Score -4920699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Entering Unmasked Estep 
Score: -4796124.500000 Penalty: 1729.838867
	Iteration 0F: 2 clusters Score -4796124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4768108.000000 Penalty: 3459.677734
	Iteration 0F: 3 clusters Score -4768108 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4778884.500000 Penalty: 3459.677734
	Iteration 1F: 3 clusters Score -4778884 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4779256.500000 Penalty: 3459.677734
	Iteration 2Q: 3 clusters Score -4779256 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4779633.500000 Penalty: 3459.677734
	Iteration 3Q: 3 clusters Score -4779634 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4780120.000000 Penalty: 3459.677734
	Iteration 4Q: 3 clusters Score -4780120 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4780727.000000 Penalty: 3459.677734
	Iteration 5Q: 3 clusters Score -4780727 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4781651.500000 Penalty: 3459.677734
	Iteration 6Q: 3 clusters Score -4781652 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4783070.500000 Penalty: 3459.677734
	Iteration 7F: 3 clusters Score -4783070 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4785191.000000 Penalty: 3459.677734
	Iteration 8F: 3 clusters Score -4785191 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4787860.500000 Penalty: 3459.677734
	Iteration 9F: 3 clusters Score -4787860 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4790375.000000 Penalty: 3459.677734
	Iteration 10F: 3 clusters Score -4790375 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4792266.500000 Penalty: 3459.677734
	Iteration 11Q: 3 clusters Score -4792266 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -4793421.500000 Penalty: 3459.677734
	Iteration 12Q: 3 clusters Score -4793422 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -4793979.500000 Penalty: 3459.677734
	Iteration 13Q: 3 clusters Score -4793980 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4794257.000000 Penalty: 3459.677734
	Iteration 14Q: 3 clusters Score -4794257 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4794414.000000 Penalty: 3459.677734
	Iteration 15Q: 3 clusters Score -4794414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -4794484.000000 Penalty: 3459.677734
	Iteration 16Q: 3 clusters Score -4794484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -4794536.000000 Penalty: 3459.677734
	Iteration 17Q: 3 clusters Score -4794536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -4794587.500000 Penalty: 3459.677734
	Iteration 18Q: 3 clusters Score -4794588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -4794619.000000 Penalty: 3459.677734
	Iteration 19Q: 3 clusters Score -4794619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -4794637.000000 Penalty: 3459.677734
	Iteration 20F: 3 clusters Score -4794637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4794646.000000 Penalty: 3459.677734
	Iteration 21Q: 3 clusters Score -4794646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4794652.500000 Penalty: 3459.677734
	Iteration 22Q: 3 clusters Score -4794652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4794657.000000 Penalty: 3459.677734
	Iteration 23Q: 3 clusters Score -4794657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -4794661.500000 Penalty: 3459.677734
	Iteration 24Q: 3 clusters Score -4794662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -4794658.500000 Penalty: 3459.677734
	Iteration 25Q: 3 clusters Score -4794658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -4794661.000000 Penalty: 3459.677734
	Iteration 26Q: 3 clusters Score -4794661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4794663.000000 Penalty: 3459.677734
	Iteration 27Q: 3 clusters Score -4794663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4794663.000000 Penalty: 3459.677734
	Iteration 28F: 3 clusters Score -4794663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -234914.140625 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -234914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -232769.984375 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -232770 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -233250.406250 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -233250.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -233353.468750 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -233353.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -233408.093750 Penalty: 2476.250977
	Iteration 3Q: 3 clusters Score -233408.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -233444.781250 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -233444.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233474.109375 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -233474.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -233493.125000 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -233493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -233504.312500 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -233504.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233510.296875 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -233510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233514.140625 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -233514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233518.171875 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -233518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -233520.296875 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -233520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -233523.312500 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -233523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -233525.140625 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -233525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -233526.625000 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -233526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -233529.328125 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -233529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -233534.109375 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -233534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -233538.453125 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -233538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -233543.281250 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -233543.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -233549.671875 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -233549.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -233558.093750 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -233558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -233563.640625 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -233563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -233566.953125 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -233567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -233568.750000 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -233568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -233569.656250 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -233569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -233570.125000 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -233570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -233570.328125 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -233570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -233570.328125 Penalty: 2476.250977
	Iteration 27F: 3 clusters Score -233570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Entering Unmasked Estep 
Score: -1756360.375000 Penalty: 1566.602051
	Iteration 0F: 2 clusters Score -1756360 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 7595 members 
Entering Unmasked Estep 
Score: -1745747.250000 Penalty: 3133.204102
	Iteration 0F: 3 clusters Score -1745747 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1749329.875000 Penalty: 3133.204102
	Iteration 1F: 3 clusters Score -1749330 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1749585.500000 Penalty: 3133.204102
	Iteration 2F: 3 clusters Score -1749586 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1749804.875000 Penalty: 3133.204102
	Iteration 3Q: 3 clusters Score -1749805 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1750042.000000 Penalty: 3133.204102
	Iteration 4Q: 3 clusters Score -1750042 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1750381.500000 Penalty: 3133.204102
	Iteration 5Q: 3 clusters Score -1750382 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1750943.875000 Penalty: 3133.204102
	Iteration 6F: 3 clusters Score -1750944 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1751715.750000 Penalty: 3133.204102
	Iteration 7F: 3 clusters Score -1751716 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1752695.875000 Penalty: 3133.204102
	Iteration 8F: 3 clusters Score -1752696 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1753590.000000 Penalty: 3133.204102
	Iteration 9F: 3 clusters Score -1753590 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1754255.625000 Penalty: 3133.204102
	Iteration 10Q: 3 clusters Score -1754256 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1754623.125000 Penalty: 3133.204102
	Iteration 11Q: 3 clusters Score -1754623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1754775.625000 Penalty: 3133.204102
	Iteration 12Q: 3 clusters Score -1754776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1754884.875000 Penalty: 3133.204102
	Iteration 13Q: 3 clusters Score -1754885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1754929.375000 Penalty: 3133.204102
	Iteration 14Q: 3 clusters Score -1754929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1754965.000000 Penalty: 3133.204102
	Iteration 15Q: 3 clusters Score -1754965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1754990.000000 Penalty: 3133.204102
	Iteration 16Q: 3 clusters Score -1754990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1755020.250000 Penalty: 3133.204102
	Iteration 17Q: 3 clusters Score -1755020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1755036.500000 Penalty: 3133.204102
	Iteration 18Q: 3 clusters Score -1755036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1755048.625000 Penalty: 3133.204102
	Iteration 19Q: 3 clusters Score -1755049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1755050.750000 Penalty: 3133.204102
	Iteration 20F: 3 clusters Score -1755051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1755056.750000 Penalty: 3133.204102
	Iteration 21Q: 3 clusters Score -1755057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1755058.750000 Penalty: 3133.204102
	Iteration 22Q: 3 clusters Score -1755059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1755058.750000 Penalty: 3133.204102
	Iteration 23F: 3 clusters Score -1755059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -189721.312500 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -189721.3 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 841 members 
Entering Unmasked Estep 
Score: -187835.859375 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -187835.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188171.140625 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -188171.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188262.500000 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -188262.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188312.140625 Penalty: 2414.208252
	Iteration 3Q: 3 clusters Score -188312.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188342.453125 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -188342.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188364.375000 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -188364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188375.828125 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -188375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188387.703125 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -188387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188398.031250 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -188398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188404.328125 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -188404.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188407.531250 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -188407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188411.250000 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -188411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188414.734375 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -188414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188417.781250 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -188417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188420.718750 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -188420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188424.109375 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -188424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188426.812500 Penalty: 2414.208252
	Iteration 16Q: 3 clusters Score -188426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188428.312500 Penalty: 2414.208252
	Iteration 17Q: 3 clusters Score -188428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188428.968750 Penalty: 2414.208252
	Iteration 18Q: 3 clusters Score -188429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188429.218750 Penalty: 2414.208252
	Iteration 19Q: 3 clusters Score -188429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188429.218750 Penalty: 2414.208252
	Iteration 20F: 3 clusters Score -188429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Entering Unmasked Estep 
Score: -5213507.500000 Penalty: 1743.515869
	Iteration 0F: 2 clusters Score -5213508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5182712.000000 Penalty: 3487.031738
	Iteration 0F: 3 clusters Score -5182712 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5195215.500000 Penalty: 3487.031738
	Iteration 1F: 3 clusters Score -5195216 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5195940.500000 Penalty: 3487.031738
	Iteration 2Q: 3 clusters Score -5195940 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5196845.000000 Penalty: 3487.031738
	Iteration 3Q: 3 clusters Score -5196845 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -5198211.500000 Penalty: 3487.031738
	Iteration 4F: 3 clusters Score -5198212 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5200264.500000 Penalty: 3487.031738
	Iteration 5F: 3 clusters Score -5200264 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5202712.500000 Penalty: 3487.031738
	Iteration 6F: 3 clusters Score -5202712 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -5205231.000000 Penalty: 3487.031738
	Iteration 7F: 3 clusters Score -5205231 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5207200.500000 Penalty: 3487.031738
	Iteration 8F: 3 clusters Score -5207200 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5208648.000000 Penalty: 3487.031738
	Iteration 9Q: 3 clusters Score -5208648 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5209699.000000 Penalty: 3487.031738
	Iteration 10Q: 3 clusters Score -5209699 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5210401.500000 Penalty: 3487.031738
	Iteration 11Q: 3 clusters Score -5210402 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5210963.500000 Penalty: 3487.031738
	Iteration 12Q: 3 clusters Score -5210964 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5211348.000000 Penalty: 3487.031738
	Iteration 13Q: 3 clusters Score -5211348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5211610.500000 Penalty: 3487.031738
	Iteration 14Q: 3 clusters Score -5211610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5211768.500000 Penalty: 3487.031738
	Iteration 15Q: 3 clusters Score -5211768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -5211850.500000 Penalty: 3487.031738
	Iteration 16Q: 3 clusters Score -5211850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5211908.500000 Penalty: 3487.031738
	Iteration 17Q: 3 clusters Score -5211908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5211942.500000 Penalty: 3487.031738
	Iteration 18Q: 3 clusters Score -5211942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -5211974.500000 Penalty: 3487.031738
	Iteration 19Q: 3 clusters Score -5211974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -5211990.000000 Penalty: 3487.031738
	Iteration 20F: 3 clusters Score -5211990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5212003.500000 Penalty: 3487.031738
	Iteration 21Q: 3 clusters Score -5212004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5212021.000000 Penalty: 3487.031738
	Iteration 22Q: 3 clusters Score -5212021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -5212035.500000 Penalty: 3487.031738
	Iteration 23Q: 3 clusters Score -5212036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -5212038.500000 Penalty: 3487.031738
	Iteration 24Q: 3 clusters Score -5212038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -5212043.500000 Penalty: 3487.031738
	Iteration 25Q: 3 clusters Score -5212044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -5212044.000000 Penalty: 3487.031738
	Iteration 26Q: 3 clusters Score -5212044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -5212049.000000 Penalty: 3487.031738
	Iteration 27Q: 3 clusters Score -5212049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5212048.500000 Penalty: 3487.031738
	Iteration 28Q: 3 clusters Score -5212048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -5212050.500000 Penalty: 3487.031738
	Iteration 29Q: 3 clusters Score -5212050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5212052.500000 Penalty: 3487.031738
	Iteration 30Q: 3 clusters Score -5212052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5212053.500000 Penalty: 3487.031738
	Iteration 31Q: 3 clusters Score -5212054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -5212054.000000 Penalty: 3487.031738
	Iteration 32Q: 3 clusters Score -5212054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -5212052.000000 Penalty: 3487.031738
	Iteration 33Q: 3 clusters Score -5212052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5212052.000000 Penalty: 3487.031738
	Iteration 34Q: 3 clusters Score -5212052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -5212052.500000 Penalty: 3487.031738
	Iteration 35Q: 3 clusters Score -5212052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5212053.500000 Penalty: 3487.031738
	Iteration 36Q: 3 clusters Score -5212054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5212053.500000 Penalty: 3487.031738
	Iteration 37F: 3 clusters Score -5212054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Entering Unmasked Estep 
Score: -9732046.000000 Penalty: 1848.371460
	Iteration 0F: 2 clusters Score -9732046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9673875.000000 Penalty: 3696.742920
	Iteration 0F: 3 clusters Score -9673875 nChanged 41594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9697676.000000 Penalty: 3696.742920
	Iteration 1F: 3 clusters Score -9697676 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -9698298.000000 Penalty: 3696.742920
	Iteration 2Q: 3 clusters Score -9698298 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9699240.000000 Penalty: 3696.742920
	Iteration 3Q: 3 clusters Score -9699240 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -9700553.000000 Penalty: 3696.742920
	Iteration 4Q: 3 clusters Score -9700553 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -9702604.000000 Penalty: 3696.742920
	Iteration 5Q: 3 clusters Score -9702604 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -9706000.000000 Penalty: 3696.742920
	Iteration 6F: 3 clusters Score -9706000 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -9711354.000000 Penalty: 3696.742920
	Iteration 7F: 3 clusters Score -9711354 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9717940.000000 Penalty: 3696.742920
	Iteration 8F: 3 clusters Score -9717940 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -9723951.000000 Penalty: 3696.742920
	Iteration 9F: 3 clusters Score -9723951 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -9727739.000000 Penalty: 3696.742920
	Iteration 10Q: 3 clusters Score -9727739 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -9729406.000000 Penalty: 3696.742920
	Iteration 11Q: 3 clusters Score -9729406 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -9729959.000000 Penalty: 3696.742920
	Iteration 12Q: 3 clusters Score -9729959 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -9730178.000000 Penalty: 3696.742920
	Iteration 13Q: 3 clusters Score -9730178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -9730279.000000 Penalty: 3696.742920
	Iteration 14Q: 3 clusters Score -9730279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -9730331.000000 Penalty: 3696.742920
	Iteration 15Q: 3 clusters Score -9730331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -9730355.000000 Penalty: 3696.742920
	Iteration 16Q: 3 clusters Score -9730355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -9730372.000000 Penalty: 3696.742920
	Iteration 17Q: 3 clusters Score -9730372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -9730384.000000 Penalty: 3696.742920
	Iteration 18Q: 3 clusters Score -9730384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -9730390.000000 Penalty: 3696.742920
	Iteration 19Q: 3 clusters Score -9730390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -9730390.000000 Penalty: 3696.742920
	Iteration 20F: 3 clusters Score -9730390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -9730394.000000 Penalty: 3696.742920
	Iteration 21Q: 3 clusters Score -9730394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -9730394.000000 Penalty: 3696.742920
	Iteration 22F: 3 clusters Score -9730394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105702 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136137 members 
Mstep: Class 6 contains 26394 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65430 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 41989 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45676 members 
Mstep: Class 21 contains 87081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753996.000000 Penalty: 36686.867188
Iteration 239Q: 18 clusters Score -6.4754e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105723 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136115 members 
Mstep: Class 6 contains 26389 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65428 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43196 members 
Mstep: Class 12 contains 41997 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15380 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45673 members 
Mstep: Class 21 contains 87082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754000.000000 Penalty: 36686.867188
Iteration 240F: 18 clusters Score -6.4754e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105743 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136089 members 
Mstep: Class 6 contains 26387 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65424 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 15383 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45673 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64753988.000000 Penalty: 36686.867188
Iteration 241Q: 18 clusters Score -6.475399e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105765 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136059 members 
Mstep: Class 6 contains 26384 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65422 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43192 members 
Mstep: Class 12 contains 42012 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 15389 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45677 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754032.000000 Penalty: 36686.867188
Iteration 242Q: 18 clusters Score -6.475403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105791 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136036 members 
Mstep: Class 6 contains 26380 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65414 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43192 members 
Mstep: Class 12 contains 42014 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45680 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754084.000000 Penalty: 36686.867188
Iteration 243Q: 18 clusters Score -6.475408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105819 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 136007 members 
Mstep: Class 6 contains 26378 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65413 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43194 members 
Mstep: Class 12 contains 42016 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15396 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45678 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754084.000000 Penalty: 36686.867188
Iteration 244Q: 18 clusters Score -6.475408e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105853 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 135976 members 
Mstep: Class 6 contains 26375 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65410 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 42017 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15397 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45678 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754048.000000 Penalty: 36686.867188
Iteration 245Q: 18 clusters Score -6.475405e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105883 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 135948 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65406 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15401 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45679 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754064.000000 Penalty: 36686.867188
Iteration 246Q: 18 clusters Score -6.475406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105907 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135932 members 
Mstep: Class 6 contains 26362 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65403 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15403 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45679 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754060.000000 Penalty: 36686.867188
Iteration 247Q: 18 clusters Score -6.475406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105924 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135926 members 
Mstep: Class 6 contains 26355 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65400 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 42017 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15404 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45678 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754008.000000 Penalty: 36686.867188
Iteration 248Q: 18 clusters Score -6.475401e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105944 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135915 members 
Mstep: Class 6 contains 26348 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65398 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15405 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45675 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754048.000000 Penalty: 36686.867188
Iteration 249Q: 18 clusters Score -6.475405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105961 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135907 members 
Mstep: Class 6 contains 26343 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65395 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 42022 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 15406 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754064.000000 Penalty: 36686.867188
Iteration 250Q: 18 clusters Score -6.475406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105977 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135892 members 
Mstep: Class 6 contains 26340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65391 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 42027 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15410 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754084.000000 Penalty: 36686.867188
Iteration 251Q: 18 clusters Score -6.475408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105993 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135878 members 
Mstep: Class 6 contains 26334 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65386 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43194 members 
Mstep: Class 12 contains 42032 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15414 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45671 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754116.000000 Penalty: 36686.867188
Iteration 252Q: 18 clusters Score -6.475412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 105999 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135872 members 
Mstep: Class 6 contains 26329 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65383 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 42034 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45673 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754108.000000 Penalty: 36686.867188
Iteration 253Q: 18 clusters Score -6.475411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106009 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135860 members 
Mstep: Class 6 contains 26328 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65380 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 42035 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15419 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45674 members 
Mstep: Class 21 contains 87084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754132.000000 Penalty: 36686.867188
Iteration 254Q: 18 clusters Score -6.475413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106016 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135855 members 
Mstep: Class 6 contains 26328 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65376 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43195 members 
Mstep: Class 12 contains 42036 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15421 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45673 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754140.000000 Penalty: 36686.867188
Iteration 255Q: 18 clusters Score -6.475414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106022 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135849 members 
Mstep: Class 6 contains 26326 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65376 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 42036 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15420 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754132.000000 Penalty: 36686.867188
Iteration 256Q: 18 clusters Score -6.475413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106031 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135839 members 
Mstep: Class 6 contains 26324 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65375 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43202 members 
Mstep: Class 12 contains 42037 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15418 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45674 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754164.000000 Penalty: 36686.867188
Iteration 257Q: 18 clusters Score -6.475416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106035 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135835 members 
Mstep: Class 6 contains 26322 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65375 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43201 members 
Mstep: Class 12 contains 42041 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15416 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45676 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754176.000000 Penalty: 36686.867188
Iteration 258Q: 18 clusters Score -6.475418e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106041 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135823 members 
Mstep: Class 6 contains 26319 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65374 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43204 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15416 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45678 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754172.000000 Penalty: 36686.867188
Iteration 259Q: 18 clusters Score -6.475417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106051 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135820 members 
Mstep: Class 6 contains 26315 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65371 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15416 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45679 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754152.000000 Penalty: 36686.867188
Iteration 260F: 18 clusters Score -6.475415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106057 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135821 members 
Mstep: Class 6 contains 26309 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65368 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45680 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754124.000000 Penalty: 36686.867188
Iteration 261Q: 18 clusters Score -6.475412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106071 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135812 members 
Mstep: Class 6 contains 26306 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65367 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45680 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754148.000000 Penalty: 36686.867188
Iteration 262Q: 18 clusters Score -6.475415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106077 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135810 members 
Mstep: Class 6 contains 26304 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65362 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45682 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754164.000000 Penalty: 36686.867188
Iteration 263Q: 18 clusters Score -6.475416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106088 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135798 members 
Mstep: Class 6 contains 26302 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65357 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43204 members 
Mstep: Class 12 contains 42048 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754176.000000 Penalty: 36686.867188
Iteration 264Q: 18 clusters Score -6.475418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106090 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135800 members 
Mstep: Class 6 contains 26298 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65356 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43205 members 
Mstep: Class 12 contains 42050 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45686 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754136.000000 Penalty: 36686.867188
Iteration 265Q: 18 clusters Score -6.475414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106101 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135792 members 
Mstep: Class 6 contains 26296 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65354 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43206 members 
Mstep: Class 12 contains 42050 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45686 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754180.000000 Penalty: 36686.867188
Iteration 266Q: 18 clusters Score -6.475418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106113 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135781 members 
Mstep: Class 6 contains 26295 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65351 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754180.000000 Penalty: 36686.867188
Iteration 267Q: 18 clusters Score -6.475418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106124 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135772 members 
Mstep: Class 6 contains 26294 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65348 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43209 members 
Mstep: Class 12 contains 42050 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754216.000000 Penalty: 36686.867188
Iteration 268Q: 18 clusters Score -6.475422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106128 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135767 members 
Mstep: Class 6 contains 26295 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 65349 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42051 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754172.000000 Penalty: 36686.867188
Iteration 269Q: 18 clusters Score -6.475417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106132 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135761 members 
Mstep: Class 6 contains 26295 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65348 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43209 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754204.000000 Penalty: 36686.867188
Iteration 270Q: 18 clusters Score -6.47542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106134 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135762 members 
Mstep: Class 6 contains 26295 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65346 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754204.000000 Penalty: 36686.867188
Iteration 271Q: 18 clusters Score -6.47542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106135 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135763 members 
Mstep: Class 6 contains 26294 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65345 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43209 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15417 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45687 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754232.000000 Penalty: 36686.867188
Iteration 272Q: 18 clusters Score -6.475423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106135 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135766 members 
Mstep: Class 6 contains 26294 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65344 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15416 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45687 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754212.000000 Penalty: 36686.867188
Iteration 273Q: 18 clusters Score -6.475421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106137 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135767 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65343 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15415 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45687 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754236.000000 Penalty: 36686.867188
Iteration 274Q: 18 clusters Score -6.475424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106141 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135764 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65342 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15415 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45687 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754272.000000 Penalty: 36686.867188
Iteration 275Q: 18 clusters Score -6.475427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 106141 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 135764 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 65342 members 
Mstep: Class 9 contains 181 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 15415 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 19 contains 45687 members 
Mstep: Class 21 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64754272.000000 Penalty: 36686.867188
Iteration 276F: 18 clusters Score -6.475427e+07 nChanged 0
Entering ConstructFrom: 
Score: -64754272.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -539874.187500 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -539874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -535859.625000 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -535859.6 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -537024.937500 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -537024.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -537274.437500 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -537274.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -537440.125000 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -537440.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -537551.625000 Penalty: 2770.031982
	Iteration 4Q: 3 clusters Score -537551.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -537671.812500 Penalty: 2770.031982
	Iteration 5Q: 3 clusters Score -537671.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -537853.500000 Penalty: 2770.031982
	Iteration 6Q: 3 clusters Score -537853.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -538155.687500 Penalty: 2770.031982
	Iteration 7F: 3 clusters Score -538155.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -538521.812500 Penalty: 2770.031982
	Iteration 8F: 3 clusters Score -538521.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -538936.187500 Penalty: 2770.031982
	Iteration 9F: 3 clusters Score -538936.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -539177.375000 Penalty: 2770.031982
	Iteration 10F: 3 clusters Score -539177.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -539321.125000 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -539321.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -539396.437500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -539396.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -539429.250000 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -539429.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -539449.375000 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -539449.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -539467.500000 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -539467.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -539477.312500 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -539477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -539483.625000 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -539483.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -539486.500000 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -539486.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -539488.750000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -539488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -539491.125000 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -539491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -539492.625000 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -539492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -539493.937500 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -539493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -539496.062500 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -539496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -539496.312500 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -539496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -539495.937500 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -539495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -539496.562500 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -539496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -539496.562500 Penalty: 2770.031982
	Iteration 27F: 3 clusters Score -539496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -495302.250000 Penalty: 1364.741577
	Iteration 0F: 2 clusters Score -495302.2 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 2260 members 
Entering Unmasked Estep 
Score: -491669.625000 Penalty: 2729.483154
	Iteration 0F: 3 clusters Score -491669.6 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -492605.281250 Penalty: 2729.483154
	Iteration 1F: 3 clusters Score -492605.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -492761.343750 Penalty: 2729.483154
	Iteration 2F: 3 clusters Score -492761.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -492879.250000 Penalty: 2729.483154
	Iteration 3F: 3 clusters Score -492879.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -492955.218750 Penalty: 2729.483154
	Iteration 4Q: 3 clusters Score -492955.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -493003.312500 Penalty: 2729.483154
	Iteration 5Q: 3 clusters Score -493003.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -493050.187500 Penalty: 2729.483154
	Iteration 6Q: 3 clusters Score -493050.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -493095.718750 Penalty: 2729.483154
	Iteration 7Q: 3 clusters Score -493095.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -493141.406250 Penalty: 2729.483154
	Iteration 8Q: 3 clusters Score -493141.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -493186.093750 Penalty: 2729.483154
	Iteration 9Q: 3 clusters Score -493186.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -493225.531250 Penalty: 2729.483154
	Iteration 10Q: 3 clusters Score -493225.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -493262.437500 Penalty: 2729.483154
	Iteration 11Q: 3 clusters Score -493262.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -493300.093750 Penalty: 2729.483154
	Iteration 12Q: 3 clusters Score -493300.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -493347.250000 Penalty: 2729.483154
	Iteration 13Q: 3 clusters Score -493347.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -493403.656250 Penalty: 2729.483154
	Iteration 14Q: 3 clusters Score -493403.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -493465.093750 Penalty: 2729.483154
	Iteration 15Q: 3 clusters Score -493465.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -493525.562500 Penalty: 2729.483154
	Iteration 16Q: 3 clusters Score -493525.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -493598.312500 Penalty: 2729.483154
	Iteration 17Q: 3 clusters Score -493598.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -493675.875000 Penalty: 2729.483154
	Iteration 18Q: 3 clusters Score -493675.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -493735.625000 Penalty: 2729.483154
	Iteration 19Q: 3 clusters Score -493735.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -493789.343750 Penalty: 2729.483154
	Iteration 20F: 3 clusters Score -493789.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -493839.656250 Penalty: 2729.483154
	Iteration 21Q: 3 clusters Score -493839.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -493900.000000 Penalty: 2729.483154
	Iteration 22Q: 3 clusters Score -493900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -493945.750000 Penalty: 2729.483154
	Iteration 23Q: 3 clusters Score -493945.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -493977.125000 Penalty: 2729.483154
	Iteration 24Q: 3 clusters Score -493977.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -494013.343750 Penalty: 2729.483154
	Iteration 25Q: 3 clusters Score -494013.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -494048.343750 Penalty: 2729.483154
	Iteration 26Q: 3 clusters Score -494048.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -494071.343750 Penalty: 2729.483154
	Iteration 27Q: 3 clusters Score -494071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -494088.250000 Penalty: 2729.483154
	Iteration 28Q: 3 clusters Score -494088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -494096.562500 Penalty: 2729.483154
	Iteration 29Q: 3 clusters Score -494096.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -494103.937500 Penalty: 2729.483154
	Iteration 30Q: 3 clusters Score -494103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -494112.750000 Penalty: 2729.483154
	Iteration 31Q: 3 clusters Score -494112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -494117.968750 Penalty: 2729.483154
	Iteration 32Q: 3 clusters Score -494118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -494122.312500 Penalty: 2729.483154
	Iteration 33Q: 3 clusters Score -494122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -494127.125000 Penalty: 2729.483154
	Iteration 34Q: 3 clusters Score -494127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -494131.125000 Penalty: 2729.483154
	Iteration 35Q: 3 clusters Score -494131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -494136.000000 Penalty: 2729.483154
	Iteration 36Q: 3 clusters Score -494136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -494140.968750 Penalty: 2729.483154
	Iteration 37Q: 3 clusters Score -494141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -494143.562500 Penalty: 2729.483154
	Iteration 38Q: 3 clusters Score -494143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -494147.656250 Penalty: 2729.483154
	Iteration 39Q: 3 clusters Score -494147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -494150.625000 Penalty: 2729.483154
	Iteration 40F: 3 clusters Score -494150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -494154.156250 Penalty: 2729.483154
	Iteration 41Q: 3 clusters Score -494154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -494155.343750 Penalty: 2729.483154
	Iteration 42Q: 3 clusters Score -494155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -494156.656250 Penalty: 2729.483154
	Iteration 43Q: 3 clusters Score -494156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -494159.781250 Penalty: 2729.483154
	Iteration 44Q: 3 clusters Score -494159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -494162.531250 Penalty: 2729.483154
	Iteration 45Q: 3 clusters Score -494162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -494166.437500 Penalty: 2729.483154
	Iteration 46Q: 3 clusters Score -494166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -494168.812500 Penalty: 2729.483154
	Iteration 47Q: 3 clusters Score -494168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -494170.468750 Penalty: 2729.483154
	Iteration 48Q: 3 clusters Score -494170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -494170.468750 Penalty: 2729.483154
	Iteration 49F: 3 clusters Score -494170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (106141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Entering Unmasked Estep 
Score: -11948373.000000 Penalty: 1880.535156
	Iteration 0F: 2 clusters Score -1.194837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -11878027.000000 Penalty: 3761.070312
	Iteration 0F: 3 clusters Score -1.187803e+07 nChanged 50857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -11907409.000000 Penalty: 3761.070312
	Iteration 1F: 3 clusters Score -1.190741e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -11908544.000000 Penalty: 3761.070312
	Iteration 2Q: 3 clusters Score -1.190854e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -11910541.000000 Penalty: 3761.070312
	Iteration 3Q: 3 clusters Score -1.191054e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -11914170.000000 Penalty: 3761.070312
	Iteration 4F: 3 clusters Score -1.191417e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -11920866.000000 Penalty: 3761.070312
	Iteration 5F: 3 clusters Score -1.192087e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -11930480.000000 Penalty: 3761.070312
	Iteration 6F: 3 clusters Score -1.193048e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 98672 members 
Entering Unmasked Estep 
Score: -11939935.000000 Penalty: 3761.070312
	Iteration 7F: 3 clusters Score -1.193994e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -11944700.000000 Penalty: 3761.070312
	Iteration 8Q: 3 clusters Score -1.19447e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -11946181.000000 Penalty: 3761.070312
	Iteration 9Q: 3 clusters Score -1.194618e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -11946610.000000 Penalty: 3761.070312
	Iteration 10Q: 3 clusters Score -1.194661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -11946742.000000 Penalty: 3761.070312
	Iteration 11Q: 3 clusters Score -1.194674e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -11946814.000000 Penalty: 3761.070312
	Iteration 12Q: 3 clusters Score -1.194681e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
Score: -11946892.000000 Penalty: 3761.070312
	Iteration 13Q: 3 clusters Score -1.194689e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -11946953.000000 Penalty: 3761.070312
	Iteration 14Q: 3 clusters Score -1.194695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -11946986.000000 Penalty: 3761.070312
	Iteration 15Q: 3 clusters Score -1.194699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -11947019.000000 Penalty: 3761.070312
	Iteration 16Q: 3 clusters Score -1.194702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -11947063.000000 Penalty: 3761.070312
	Iteration 17Q: 3 clusters Score -1.194706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -11947070.000000 Penalty: 3761.070312
	Iteration 18Q: 3 clusters Score -1.194707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -11947099.000000 Penalty: 3761.070312
	Iteration 19Q: 3 clusters Score -1.19471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -11947106.000000 Penalty: 3761.070312
	Iteration 20F: 3 clusters Score -1.194711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -11947123.000000 Penalty: 3761.070312
	Iteration 21Q: 3 clusters Score -1.194712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -11947140.000000 Penalty: 3761.070312
	Iteration 22Q: 3 clusters Score -1.194714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -11947144.000000 Penalty: 3761.070312
	Iteration 23Q: 3 clusters Score -1.194714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -11947157.000000 Penalty: 3761.070312
	Iteration 24Q: 3 clusters Score -1.194716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -11947152.000000 Penalty: 3761.070312
	Iteration 25Q: 3 clusters Score -1.194715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -11947165.000000 Penalty: 3761.070312
	Iteration 26Q: 3 clusters Score -1.194716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -11947165.000000 Penalty: 3761.070312
	Iteration 27Q: 3 clusters Score -1.194716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -11947163.000000 Penalty: 3761.070312
	Iteration 28Q: 3 clusters Score -1.194716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -11947167.000000 Penalty: 3761.070312
	Iteration 29Q: 3 clusters Score -1.194717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -11947165.000000 Penalty: 3761.070312
	Iteration 30Q: 3 clusters Score -1.194716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -11947166.000000 Penalty: 3761.070312
	Iteration 31Q: 3 clusters Score -1.194717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -11947173.000000 Penalty: 3761.070312
	Iteration 32Q: 3 clusters Score -1.194717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -11947182.000000 Penalty: 3761.070312
	Iteration 33Q: 3 clusters Score -1.194718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -11947183.000000 Penalty: 3761.070312
	Iteration 34Q: 3 clusters Score -1.194718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -11947187.000000 Penalty: 3761.070312
	Iteration 35Q: 3 clusters Score -1.194719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -11947193.000000 Penalty: 3761.070312
	Iteration 36Q: 3 clusters Score -1.194719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -11947183.000000 Penalty: 3761.070312
	Iteration 37Q: 3 clusters Score -1.194718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -11947186.000000 Penalty: 3761.070312
	Iteration 38Q: 3 clusters Score -1.194719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -11947188.000000 Penalty: 3761.070312
	Iteration 39Q: 3 clusters Score -1.194719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -11947188.000000 Penalty: 3761.070312
	Iteration 40F: 3 clusters Score -1.194719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -292235.000000 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -292235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289664.781250 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -289664.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -290335.656250 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -290335.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -290518.562500 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -290518.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -290667.750000 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -290667.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -290796.656250 Penalty: 2578.716797
	Iteration 4Q: 3 clusters Score -290796.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -290885.343750 Penalty: 2578.716797
	Iteration 5Q: 3 clusters Score -290885.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -290975.187500 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -290975.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -291051.531250 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -291051.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -291105.593750 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -291105.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -291153.531250 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -291153.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -291204.375000 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -291204.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -291238.000000 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -291238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -291273.531250 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -291273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -291306.125000 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -291306.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -291324.937500 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -291324.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -291340.437500 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -291340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291349.093750 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -291349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -291353.468750 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -291353.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -291356.656250 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -291356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -291361.812500 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -291361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -291366.750000 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -291366.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291370.843750 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -291370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -291375.906250 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -291375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -291382.343750 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -291382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -291385.781250 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -291385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -291390.906250 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -291390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -291400.625000 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -291400.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -291409.968750 Penalty: 2578.716797
	Iteration 27Q: 3 clusters Score -291410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -291416.312500 Penalty: 2578.716797
	Iteration 28Q: 3 clusters Score -291416.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -291421.437500 Penalty: 2578.716797
	Iteration 29Q: 3 clusters Score -291421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291430.187500 Penalty: 2578.716797
	Iteration 30Q: 3 clusters Score -291430.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291441.468750 Penalty: 2578.716797
	Iteration 31Q: 3 clusters Score -291441.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -291453.718750 Penalty: 2578.716797
	Iteration 32Q: 3 clusters Score -291453.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -291463.468750 Penalty: 2578.716797
	Iteration 33Q: 3 clusters Score -291463.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291474.218750 Penalty: 2578.716797
	Iteration 34Q: 3 clusters Score -291474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291482.437500 Penalty: 2578.716797
	Iteration 35Q: 3 clusters Score -291482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -291493.843750 Penalty: 2578.716797
	Iteration 36Q: 3 clusters Score -291493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291508.281250 Penalty: 2578.716797
	Iteration 37Q: 3 clusters Score -291508.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -291524.406250 Penalty: 2578.716797
	Iteration 38Q: 3 clusters Score -291524.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -291542.781250 Penalty: 2578.716797
	Iteration 39Q: 3 clusters Score -291542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291559.187500 Penalty: 2578.716797
	Iteration 40F: 3 clusters Score -291559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291589.375000 Penalty: 2578.716797
	Iteration 41Q: 3 clusters Score -291589.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291610.593750 Penalty: 2578.716797
	Iteration 42Q: 3 clusters Score -291610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291619.343750 Penalty: 2578.716797
	Iteration 43Q: 3 clusters Score -291619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -291623.437500 Penalty: 2578.716797
	Iteration 44Q: 3 clusters Score -291623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291630.312500 Penalty: 2578.716797
	Iteration 45Q: 3 clusters Score -291630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -291633.593750 Penalty: 2578.716797
	Iteration 46Q: 3 clusters Score -291633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -291636.875000 Penalty: 2578.716797
	Iteration 47Q: 3 clusters Score -291636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -291638.718750 Penalty: 2578.716797
	Iteration 48Q: 3 clusters Score -291638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -291639.687500 Penalty: 2578.716797
	Iteration 49Q: 3 clusters Score -291639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291640.906250 Penalty: 2578.716797
	Iteration 50Q: 3 clusters Score -291640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -291642.125000 Penalty: 2578.716797
	Iteration 51Q: 3 clusters Score -291642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -291642.781250 Penalty: 2578.716797
	Iteration 52Q: 3 clusters Score -291642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -291642.968750 Penalty: 2578.716797
	Iteration 53Q: 3 clusters Score -291643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -291642.968750 Penalty: 2578.716797
	Iteration 54F: 3 clusters Score -291643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (135764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135764 members 
Entering Unmasked Estep 
Score: -15281112.000000 Penalty: 1920.534424
	Iteration 0F: 2 clusters Score -1.528111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -15191949.000000 Penalty: 3841.068848
	Iteration 0F: 3 clusters Score -1.519195e+07 nChanged 65446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -15230788.000000 Penalty: 3841.068848
	Iteration 1F: 3 clusters Score -1.523079e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -15231908.000000 Penalty: 3841.068848
	Iteration 2Q: 3 clusters Score -1.523191e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -15233523.000000 Penalty: 3841.068848
	Iteration 3Q: 3 clusters Score -1.523352e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -15236009.000000 Penalty: 3841.068848
	Iteration 4Q: 3 clusters Score -1.523601e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -15240710.000000 Penalty: 3841.068848
	Iteration 5F: 3 clusters Score -1.524071e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -15248107.000000 Penalty: 3841.068848
	Iteration 6F: 3 clusters Score -1.524811e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -15257468.000000 Penalty: 3841.068848
	Iteration 7F: 3 clusters Score -1.525747e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -15265736.000000 Penalty: 3841.068848
	Iteration 8F: 3 clusters Score -1.526574e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123586 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -15271083.000000 Penalty: 3841.068848
	Iteration 9Q: 3 clusters Score -1.527108e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -15274217.000000 Penalty: 3841.068848
	Iteration 10Q: 3 clusters Score -1.527422e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -15275889.000000 Penalty: 3841.068848
	Iteration 11Q: 3 clusters Score -1.527589e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -15276845.000000 Penalty: 3841.068848
	Iteration 12Q: 3 clusters Score -1.527684e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131999 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -15277489.000000 Penalty: 3841.068848
	Iteration 13Q: 3 clusters Score -1.527749e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132754 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -15277972.000000 Penalty: 3841.068848
	Iteration 14Q: 3 clusters Score -1.527797e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133304 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -15278404.000000 Penalty: 3841.068848
	Iteration 15Q: 3 clusters Score -1.52784e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15278659.000000 Penalty: 3841.068848
	Iteration 16Q: 3 clusters Score -1.527866e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15278844.000000 Penalty: 3841.068848
	Iteration 17Q: 3 clusters Score -1.527884e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -15278982.000000 Penalty: 3841.068848
	Iteration 18Q: 3 clusters Score -1.527898e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134362 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15279095.000000 Penalty: 3841.068848
	Iteration 19Q: 3 clusters Score -1.52791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15279134.000000 Penalty: 3841.068848
	Iteration 20F: 3 clusters Score -1.527913e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134592 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15279194.000000 Penalty: 3841.068848
	Iteration 21Q: 3 clusters Score -1.527919e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134672 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15279236.000000 Penalty: 3841.068848
	Iteration 22Q: 3 clusters Score -1.527924e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15279245.000000 Penalty: 3841.068848
	Iteration 23Q: 3 clusters Score -1.527924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134785 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15279271.000000 Penalty: 3841.068848
	Iteration 24Q: 3 clusters Score -1.527927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15279299.000000 Penalty: 3841.068848
	Iteration 25Q: 3 clusters Score -1.52793e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -15279311.000000 Penalty: 3841.068848
	Iteration 26Q: 3 clusters Score -1.527931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15279346.000000 Penalty: 3841.068848
	Iteration 27Q: 3 clusters Score -1.527935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15279370.000000 Penalty: 3841.068848
	Iteration 28Q: 3 clusters Score -1.527937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15279377.000000 Penalty: 3841.068848
	Iteration 29Q: 3 clusters Score -1.527938e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134936 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15279389.000000 Penalty: 3841.068848
	Iteration 30Q: 3 clusters Score -1.527939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15279391.000000 Penalty: 3841.068848
	Iteration 31Q: 3 clusters Score -1.527939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15279381.000000 Penalty: 3841.068848
	Iteration 32Q: 3 clusters Score -1.527938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134985 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15279386.000000 Penalty: 3841.068848
	Iteration 33Q: 3 clusters Score -1.527939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15279393.000000 Penalty: 3841.068848
	Iteration 34Q: 3 clusters Score -1.527939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15279387.000000 Penalty: 3841.068848
	Iteration 35Q: 3 clusters Score -1.527939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15279400.000000 Penalty: 3841.068848
	Iteration 36Q: 3 clusters Score -1.52794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15279397.000000 Penalty: 3841.068848
	Iteration 37Q: 3 clusters Score -1.52794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15279387.000000 Penalty: 3841.068848
	Iteration 38Q: 3 clusters Score -1.527939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15279387.000000 Penalty: 3841.068848
	Iteration 39Q: 3 clusters Score -1.527939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135007 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15279386.000000 Penalty: 3841.068848
	Iteration 40F: 3 clusters Score -1.527939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15279389.000000 Penalty: 3841.068848
	Iteration 41Q: 3 clusters Score -1.527939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135010 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15279397.000000 Penalty: 3841.068848
	Iteration 42Q: 3 clusters Score -1.52794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135013 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15279402.000000 Penalty: 3841.068848
	Iteration 43Q: 3 clusters Score -1.52794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15279394.000000 Penalty: 3841.068848
	Iteration 44Q: 3 clusters Score -1.527939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135018 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15279399.000000 Penalty: 3841.068848
	Iteration 45Q: 3 clusters Score -1.52794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15279396.000000 Penalty: 3841.068848
	Iteration 46Q: 3 clusters Score -1.52794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15279396.000000 Penalty: 3841.068848
	Iteration 47F: 3 clusters Score -1.52794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Entering Unmasked Estep 
Score: -2898979.500000 Penalty: 1653.771973
	Iteration 0F: 2 clusters Score -2898980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2881215.000000 Penalty: 3307.543945
	Iteration 0F: 3 clusters Score -2881215 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2887889.750000 Penalty: 3307.543945
	Iteration 1F: 3 clusters Score -2887890 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2888231.500000 Penalty: 3307.543945
	Iteration 2Q: 3 clusters Score -2888232 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2888562.250000 Penalty: 3307.543945
	Iteration 3Q: 3 clusters Score -2888562 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2888970.750000 Penalty: 3307.543945
	Iteration 4Q: 3 clusters Score -2888971 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2889540.000000 Penalty: 3307.543945
	Iteration 5Q: 3 clusters Score -2889540 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2890294.000000 Penalty: 3307.543945
	Iteration 6F: 3 clusters Score -2890294 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2891319.000000 Penalty: 3307.543945
	Iteration 7F: 3 clusters Score -2891319 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2892537.750000 Penalty: 3307.543945
	Iteration 8F: 3 clusters Score -2892538 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2893831.750000 Penalty: 3307.543945
	Iteration 9F: 3 clusters Score -2893832 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2895338.750000 Penalty: 3307.543945
	Iteration 10Q: 3 clusters Score -2895339 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2896520.000000 Penalty: 3307.543945
	Iteration 11Q: 3 clusters Score -2896520 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2896950.250000 Penalty: 3307.543945
	Iteration 12Q: 3 clusters Score -2896950 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2897104.250000 Penalty: 3307.543945
	Iteration 13Q: 3 clusters Score -2897104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2897192.250000 Penalty: 3307.543945
	Iteration 14Q: 3 clusters Score -2897192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2897236.750000 Penalty: 3307.543945
	Iteration 15Q: 3 clusters Score -2897237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2897271.500000 Penalty: 3307.543945
	Iteration 16Q: 3 clusters Score -2897272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2897287.500000 Penalty: 3307.543945
	Iteration 17Q: 3 clusters Score -2897288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2897316.750000 Penalty: 3307.543945
	Iteration 18Q: 3 clusters Score -2897317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2897332.500000 Penalty: 3307.543945
	Iteration 19Q: 3 clusters Score -2897332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2897354.250000 Penalty: 3307.543945
	Iteration 20F: 3 clusters Score -2897354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2897363.250000 Penalty: 3307.543945
	Iteration 21Q: 3 clusters Score -2897363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2897391.000000 Penalty: 3307.543945
	Iteration 22Q: 3 clusters Score -2897391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2897394.500000 Penalty: 3307.543945
	Iteration 23Q: 3 clusters Score -2897394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2897411.000000 Penalty: 3307.543945
	Iteration 24Q: 3 clusters Score -2897411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2897417.000000 Penalty: 3307.543945
	Iteration 25Q: 3 clusters Score -2897417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2897422.750000 Penalty: 3307.543945
	Iteration 26Q: 3 clusters Score -2897423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2897427.750000 Penalty: 3307.543945
	Iteration 27Q: 3 clusters Score -2897428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2897425.250000 Penalty: 3307.543945
	Iteration 28Q: 3 clusters Score -2897425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2897425.000000 Penalty: 3307.543945
	Iteration 29Q: 3 clusters Score -2897425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2897420.000000 Penalty: 3307.543945
	Iteration 30Q: 3 clusters Score -2897420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2897426.500000 Penalty: 3307.543945
	Iteration 31Q: 3 clusters Score -2897426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2897428.500000 Penalty: 3307.543945
	Iteration 32Q: 3 clusters Score -2897428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2897418.500000 Penalty: 3307.543945
	Iteration 33Q: 3 clusters Score -2897418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2897421.500000 Penalty: 3307.543945
	Iteration 34Q: 3 clusters Score -2897422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2897426.500000 Penalty: 3307.543945
	Iteration 35Q: 3 clusters Score -2897426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2897429.250000 Penalty: 3307.543945
	Iteration 36Q: 3 clusters Score -2897429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2897425.500000 Penalty: 3307.543945
	Iteration 37Q: 3 clusters Score -2897426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2897429.250000 Penalty: 3307.543945
	Iteration 38Q: 3 clusters Score -2897429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2897425.750000 Penalty: 3307.543945
	Iteration 39Q: 3 clusters Score -2897426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2897432.500000 Penalty: 3307.543945
	Iteration 40F: 3 clusters Score -2897432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2897436.000000 Penalty: 3307.543945
	Iteration 41Q: 3 clusters Score -2897436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2897433.000000 Penalty: 3307.543945
	Iteration 42Q: 3 clusters Score -2897433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2897431.750000 Penalty: 3307.543945
	Iteration 43Q: 3 clusters Score -2897432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2897425.750000 Penalty: 3307.543945
	Iteration 44Q: 3 clusters Score -2897426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2897426.000000 Penalty: 3307.543945
	Iteration 45Q: 3 clusters Score -2897426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2897427.750000 Penalty: 3307.543945
	Iteration 46Q: 3 clusters Score -2897428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2897430.250000 Penalty: 3307.543945
	Iteration 47Q: 3 clusters Score -2897430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2897433.500000 Penalty: 3307.543945
	Iteration 48Q: 3 clusters Score -2897434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2897431.250000 Penalty: 3307.543945
	Iteration 49Q: 3 clusters Score -2897431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2897431.750000 Penalty: 3307.543945
	Iteration 50Q: 3 clusters Score -2897432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2897433.500000 Penalty: 3307.543945
	Iteration 51Q: 3 clusters Score -2897434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2897433.500000 Penalty: 3307.543945
	Iteration 52F: 3 clusters Score -2897434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -87164.085938 Penalty: 1087.059814
	Iteration 0F: 2 clusters Score -87164.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85848.468750 Penalty: 2174.119629
	Iteration 0F: 3 clusters Score -85848.47 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86066.273438 Penalty: 2174.119629
	Iteration 1F: 3 clusters Score -86066.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86147.757812 Penalty: 2174.119629
	Iteration 2F: 3 clusters Score -86147.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86175.789062 Penalty: 2174.119629
	Iteration 3Q: 3 clusters Score -86175.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86184.242188 Penalty: 2174.119629
	Iteration 4Q: 3 clusters Score -86184.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86190.140625 Penalty: 2174.119629
	Iteration 5Q: 3 clusters Score -86190.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86197.460938 Penalty: 2174.119629
	Iteration 6Q: 3 clusters Score -86197.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86200.562500 Penalty: 2174.119629
	Iteration 7Q: 3 clusters Score -86200.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86207.125000 Penalty: 2174.119629
	Iteration 8Q: 3 clusters Score -86207.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86217.085938 Penalty: 2174.119629
	Iteration 9Q: 3 clusters Score -86217.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86221.453125 Penalty: 2174.119629
	Iteration 10Q: 3 clusters Score -86221.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86223.312500 Penalty: 2174.119629
	Iteration 11Q: 3 clusters Score -86223.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86223.312500 Penalty: 2174.119629
	Iteration 12F: 3 clusters Score -86223.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Entering Unmasked Estep 
Score: -7440604.000000 Penalty: 1801.700806
	Iteration 0F: 2 clusters Score -7440604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7397130.000000 Penalty: 3603.401611
	Iteration 0F: 3 clusters Score -7397130 nChanged 30740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7414217.000000 Penalty: 3603.401611
	Iteration 1F: 3 clusters Score -7414217 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -7415007.500000 Penalty: 3603.401611
	Iteration 2Q: 3 clusters Score -7415008 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -7415980.500000 Penalty: 3603.401611
	Iteration 3Q: 3 clusters Score -7415980 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -7417733.000000 Penalty: 3603.401611
	Iteration 4F: 3 clusters Score -7417733 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -7420855.000000 Penalty: 3603.401611
	Iteration 5F: 3 clusters Score -7420855 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -7425950.000000 Penalty: 3603.401611
	Iteration 6F: 3 clusters Score -7425950 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -7432122.500000 Penalty: 3603.401611
	Iteration 7F: 3 clusters Score -7432122 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7436586.500000 Penalty: 3603.401611
	Iteration 8F: 3 clusters Score -7436586 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7438310.000000 Penalty: 3603.401611
	Iteration 9Q: 3 clusters Score -7438310 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7438775.500000 Penalty: 3603.401611
	Iteration 10Q: 3 clusters Score -7438776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7438926.500000 Penalty: 3603.401611
	Iteration 11Q: 3 clusters Score -7438926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7438982.000000 Penalty: 3603.401611
	Iteration 12Q: 3 clusters Score -7438982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7439010.500000 Penalty: 3603.401611
	Iteration 13Q: 3 clusters Score -7439010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7439024.500000 Penalty: 3603.401611
	Iteration 14Q: 3 clusters Score -7439024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7439032.000000 Penalty: 3603.401611
	Iteration 15Q: 3 clusters Score -7439032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7439036.500000 Penalty: 3603.401611
	Iteration 16Q: 3 clusters Score -7439036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7439044.500000 Penalty: 3603.401611
	Iteration 17Q: 3 clusters Score -7439044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7439047.000000 Penalty: 3603.401611
	Iteration 18Q: 3 clusters Score -7439047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7439047.000000 Penalty: 3603.401611
	Iteration 19F: 3 clusters Score -7439047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -14706.644531 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -14706.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14068.677734 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -14068.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14183.064453 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -14183.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14204.661133 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -14204.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14222.651367 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -14222.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14243.861328 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -14243.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14251.626953 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -14251.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14253.801758 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -14253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14257.072266 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -14257.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14258.041992 Penalty: 1689.511475
	Iteration 8Q: 3 clusters Score -14258.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14259.020508 Penalty: 1689.511475
	Iteration 9Q: 3 clusters Score -14259.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14259.020508 Penalty: 1689.511475
	Iteration 10F: 3 clusters Score -14259.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -173186.875000 Penalty: 1197.969116
	Iteration 0F: 2 clusters Score -173186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171354.375000 Penalty: 2395.938232
	Iteration 0F: 3 clusters Score -171354.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -171690.843750 Penalty: 2395.938232
	Iteration 1F: 3 clusters Score -171690.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -171782.718750 Penalty: 2395.938232
	Iteration 2F: 3 clusters Score -171782.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171844.312500 Penalty: 2395.938232
	Iteration 3Q: 3 clusters Score -171844.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -171880.671875 Penalty: 2395.938232
	Iteration 4Q: 3 clusters Score -171880.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171900.125000 Penalty: 2395.938232
	Iteration 5Q: 3 clusters Score -171900.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171911.640625 Penalty: 2395.938232
	Iteration 6Q: 3 clusters Score -171911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -171925.984375 Penalty: 2395.938232
	Iteration 7Q: 3 clusters Score -171926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171933.437500 Penalty: 2395.938232
	Iteration 8Q: 3 clusters Score -171933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -171940.031250 Penalty: 2395.938232
	Iteration 9Q: 3 clusters Score -171940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171944.843750 Penalty: 2395.938232
	Iteration 10Q: 3 clusters Score -171944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171951.218750 Penalty: 2395.938232
	Iteration 11Q: 3 clusters Score -171951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171959.500000 Penalty: 2395.938232
	Iteration 12Q: 3 clusters Score -171959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -171969.078125 Penalty: 2395.938232
	Iteration 13Q: 3 clusters Score -171969.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -171982.531250 Penalty: 2395.938232
	Iteration 14Q: 3 clusters Score -171982.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171991.109375 Penalty: 2395.938232
	Iteration 15Q: 3 clusters Score -171991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171995.734375 Penalty: 2395.938232
	Iteration 16Q: 3 clusters Score -171995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171999.281250 Penalty: 2395.938232
	Iteration 17Q: 3 clusters Score -171999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172004.093750 Penalty: 2395.938232
	Iteration 18Q: 3 clusters Score -172004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172005.734375 Penalty: 2395.938232
	Iteration 19Q: 3 clusters Score -172005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172008.234375 Penalty: 2395.938232
	Iteration 20F: 3 clusters Score -172008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172008.968750 Penalty: 2395.938232
	Iteration 21Q: 3 clusters Score -172009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172010.296875 Penalty: 2395.938232
	Iteration 22Q: 3 clusters Score -172010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172010.296875 Penalty: 2395.938232
	Iteration 23F: 3 clusters Score -172010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Entering Unmasked Estep 
Score: -4923163.500000 Penalty: 1734.489502
	Iteration 0F: 2 clusters Score -4923164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -4894408.000000 Penalty: 3468.979004
	Iteration 0F: 3 clusters Score -4894408 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4905583.000000 Penalty: 3468.979004
	Iteration 1F: 3 clusters Score -4905583 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4906004.500000 Penalty: 3468.979004
	Iteration 2Q: 3 clusters Score -4906004 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4906413.500000 Penalty: 3468.979004
	Iteration 3Q: 3 clusters Score -4906414 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4906825.000000 Penalty: 3468.979004
	Iteration 4Q: 3 clusters Score -4906825 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4907486.000000 Penalty: 3468.979004
	Iteration 5Q: 3 clusters Score -4907486 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4908491.000000 Penalty: 3468.979004
	Iteration 6Q: 3 clusters Score -4908491 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4909926.000000 Penalty: 3468.979004
	Iteration 7F: 3 clusters Score -4909926 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4911720.000000 Penalty: 3468.979004
	Iteration 8F: 3 clusters Score -4911720 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4913685.000000 Penalty: 3468.979004
	Iteration 9F: 3 clusters Score -4913685 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4915739.000000 Penalty: 3468.979004
	Iteration 10F: 3 clusters Score -4915739 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4917463.500000 Penalty: 3468.979004
	Iteration 11F: 3 clusters Score -4917464 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4919000.500000 Penalty: 3468.979004
	Iteration 12Q: 3 clusters Score -4919000 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4920039.500000 Penalty: 3468.979004
	Iteration 13Q: 3 clusters Score -4920040 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4920679.500000 Penalty: 3468.979004
	Iteration 14Q: 3 clusters Score -4920680 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -4921045.000000 Penalty: 3468.979004
	Iteration 15Q: 3 clusters Score -4921045 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -4921279.500000 Penalty: 3468.979004
	Iteration 16Q: 3 clusters Score -4921280 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -4921412.500000 Penalty: 3468.979004
	Iteration 17Q: 3 clusters Score -4921412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -4921516.000000 Penalty: 3468.979004
	Iteration 18Q: 3 clusters Score -4921516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -4921589.000000 Penalty: 3468.979004
	Iteration 19Q: 3 clusters Score -4921589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -4921625.000000 Penalty: 3468.979004
	Iteration 20F: 3 clusters Score -4921625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -4921652.500000 Penalty: 3468.979004
	Iteration 21Q: 3 clusters Score -4921652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -4921663.500000 Penalty: 3468.979004
	Iteration 22Q: 3 clusters Score -4921664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -4921677.000000 Penalty: 3468.979004
	Iteration 23Q: 3 clusters Score -4921677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -4921680.500000 Penalty: 3468.979004
	Iteration 24Q: 3 clusters Score -4921680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -4921691.000000 Penalty: 3468.979004
	Iteration 25Q: 3 clusters Score -4921691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -4921704.000000 Penalty: 3468.979004
	Iteration 26Q: 3 clusters Score -4921704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -4921708.500000 Penalty: 3468.979004
	Iteration 27Q: 3 clusters Score -4921708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4921715.000000 Penalty: 3468.979004
	Iteration 28Q: 3 clusters Score -4921715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4921724.000000 Penalty: 3468.979004
	Iteration 29Q: 3 clusters Score -4921724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4921722.500000 Penalty: 3468.979004
	Iteration 30Q: 3 clusters Score -4921722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4921722.500000 Penalty: 3468.979004
	Iteration 31Q: 3 clusters Score -4921722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4921722.500000 Penalty: 3468.979004
	Iteration 32F: 3 clusters Score -4921722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Entering Unmasked Estep 
Score: -4803232.000000 Penalty: 1730.082520
	Iteration 0F: 2 clusters Score -4803232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4775081.500000 Penalty: 3460.165039
	Iteration 0F: 3 clusters Score -4775082 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4786266.000000 Penalty: 3460.165039
	Iteration 1F: 3 clusters Score -4786266 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4786800.500000 Penalty: 3460.165039
	Iteration 2Q: 3 clusters Score -4786800 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4787385.000000 Penalty: 3460.165039
	Iteration 3Q: 3 clusters Score -4787385 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4788121.000000 Penalty: 3460.165039
	Iteration 4Q: 3 clusters Score -4788121 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4789229.000000 Penalty: 3460.165039
	Iteration 5F: 3 clusters Score -4789229 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4790811.000000 Penalty: 3460.165039
	Iteration 6F: 3 clusters Score -4790811 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4793118.000000 Penalty: 3460.165039
	Iteration 7F: 3 clusters Score -4793118 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -4795754.500000 Penalty: 3460.165039
	Iteration 8F: 3 clusters Score -4795754 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4798159.500000 Penalty: 3460.165039
	Iteration 9F: 3 clusters Score -4798160 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4799787.500000 Penalty: 3460.165039
	Iteration 10Q: 3 clusters Score -4799788 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4800703.000000 Penalty: 3460.165039
	Iteration 11Q: 3 clusters Score -4800703 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4801156.500000 Penalty: 3460.165039
	Iteration 12Q: 3 clusters Score -4801156 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4801397.500000 Penalty: 3460.165039
	Iteration 13Q: 3 clusters Score -4801398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4801531.500000 Penalty: 3460.165039
	Iteration 14Q: 3 clusters Score -4801532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4801613.500000 Penalty: 3460.165039
	Iteration 15Q: 3 clusters Score -4801614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4801649.000000 Penalty: 3460.165039
	Iteration 16Q: 3 clusters Score -4801649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4801672.000000 Penalty: 3460.165039
	Iteration 17Q: 3 clusters Score -4801672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4801682.500000 Penalty: 3460.165039
	Iteration 18Q: 3 clusters Score -4801682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4801692.500000 Penalty: 3460.165039
	Iteration 19Q: 3 clusters Score -4801692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4801689.500000 Penalty: 3460.165039
	Iteration 20F: 3 clusters Score -4801690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4801691.500000 Penalty: 3460.165039
	Iteration 21Q: 3 clusters Score -4801692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4801694.000000 Penalty: 3460.165039
	Iteration 22Q: 3 clusters Score -4801694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4801694.000000 Penalty: 3460.165039
	Iteration 23F: 3 clusters Score -4801694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -234590.531250 Penalty: 1237.885986
	Iteration 0F: 2 clusters Score -234590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232431.937500 Penalty: 2475.771973
	Iteration 0F: 3 clusters Score -232431.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232872.609375 Penalty: 2475.771973
	Iteration 1F: 3 clusters Score -232872.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232989.140625 Penalty: 2475.771973
	Iteration 2F: 3 clusters Score -232989.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233046.750000 Penalty: 2475.771973
	Iteration 3Q: 3 clusters Score -233046.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233080.906250 Penalty: 2475.771973
	Iteration 4Q: 3 clusters Score -233080.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -233111.109375 Penalty: 2475.771973
	Iteration 5Q: 3 clusters Score -233111.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -233137.718750 Penalty: 2475.771973
	Iteration 6Q: 3 clusters Score -233137.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -233156.765625 Penalty: 2475.771973
	Iteration 7Q: 3 clusters Score -233156.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233178.203125 Penalty: 2475.771973
	Iteration 8Q: 3 clusters Score -233178.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233198.156250 Penalty: 2475.771973
	Iteration 9Q: 3 clusters Score -233198.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233220.578125 Penalty: 2475.771973
	Iteration 10Q: 3 clusters Score -233220.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -233245.625000 Penalty: 2475.771973
	Iteration 11Q: 3 clusters Score -233245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233262.484375 Penalty: 2475.771973
	Iteration 12Q: 3 clusters Score -233262.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233272.906250 Penalty: 2475.771973
	Iteration 13Q: 3 clusters Score -233272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -233278.421875 Penalty: 2475.771973
	Iteration 14Q: 3 clusters Score -233278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -233282.187500 Penalty: 2475.771973
	Iteration 15Q: 3 clusters Score -233282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233285.468750 Penalty: 2475.771973
	Iteration 16Q: 3 clusters Score -233285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233288.296875 Penalty: 2475.771973
	Iteration 17Q: 3 clusters Score -233288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -233290.343750 Penalty: 2475.771973
	Iteration 18Q: 3 clusters Score -233290.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233294.156250 Penalty: 2475.771973
	Iteration 19Q: 3 clusters Score -233294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233297.265625 Penalty: 2475.771973
	Iteration 20F: 3 clusters Score -233297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233299.375000 Penalty: 2475.771973
	Iteration 21Q: 3 clusters Score -233299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233299.156250 Penalty: 2475.771973
	Iteration 22Q: 3 clusters Score -233299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233299.156250 Penalty: 2475.771973
	Iteration 23F: 3 clusters Score -233299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -1760652.000000 Penalty: 1567.003052
	Iteration 0F: 2 clusters Score -1760652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1749918.125000 Penalty: 3134.006104
	Iteration 0F: 3 clusters Score -1749918 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1753652.500000 Penalty: 3134.006104
	Iteration 1F: 3 clusters Score -1753652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1753884.125000 Penalty: 3134.006104
	Iteration 2Q: 3 clusters Score -1753884 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1754062.750000 Penalty: 3134.006104
	Iteration 3Q: 3 clusters Score -1754063 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1754210.375000 Penalty: 3134.006104
	Iteration 4Q: 3 clusters Score -1754210 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1754354.375000 Penalty: 3134.006104
	Iteration 5Q: 3 clusters Score -1754354 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1754520.750000 Penalty: 3134.006104
	Iteration 6Q: 3 clusters Score -1754521 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1754738.500000 Penalty: 3134.006104
	Iteration 7Q: 3 clusters Score -1754738 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1755023.375000 Penalty: 3134.006104
	Iteration 8Q: 3 clusters Score -1755023 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1755438.750000 Penalty: 3134.006104
	Iteration 9Q: 3 clusters Score -1755439 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1756096.000000 Penalty: 3134.006104
	Iteration 10F: 3 clusters Score -1756096 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1756942.250000 Penalty: 3134.006104
	Iteration 11F: 3 clusters Score -1756942 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1757808.375000 Penalty: 3134.006104
	Iteration 12F: 3 clusters Score -1757808 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1758484.375000 Penalty: 3134.006104
	Iteration 13Q: 3 clusters Score -1758484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1758875.375000 Penalty: 3134.006104
	Iteration 14Q: 3 clusters Score -1758875 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1759097.125000 Penalty: 3134.006104
	Iteration 15Q: 3 clusters Score -1759097 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1759208.625000 Penalty: 3134.006104
	Iteration 16Q: 3 clusters Score -1759209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1759271.625000 Penalty: 3134.006104
	Iteration 17Q: 3 clusters Score -1759272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1759303.125000 Penalty: 3134.006104
	Iteration 18Q: 3 clusters Score -1759303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1759330.875000 Penalty: 3134.006104
	Iteration 19Q: 3 clusters Score -1759331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1759357.625000 Penalty: 3134.006104
	Iteration 20F: 3 clusters Score -1759358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1759372.500000 Penalty: 3134.006104
	Iteration 21Q: 3 clusters Score -1759372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1759381.625000 Penalty: 3134.006104
	Iteration 22Q: 3 clusters Score -1759382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1759383.875000 Penalty: 3134.006104
	Iteration 23Q: 3 clusters Score -1759384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1759387.625000 Penalty: 3134.006104
	Iteration 24Q: 3 clusters Score -1759388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1759391.125000 Penalty: 3134.006104
	Iteration 25Q: 3 clusters Score -1759391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1759396.375000 Penalty: 3134.006104
	Iteration 26Q: 3 clusters Score -1759396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1759398.125000 Penalty: 3134.006104
	Iteration 27Q: 3 clusters Score -1759398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1759400.250000 Penalty: 3134.006104
	Iteration 28Q: 3 clusters Score -1759400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1759403.125000 Penalty: 3134.006104
	Iteration 29Q: 3 clusters Score -1759403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1759403.125000 Penalty: 3134.006104
	Iteration 30F: 3 clusters Score -1759403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -189721.312500 Penalty: 1207.104126
	Iteration 0F: 2 clusters Score -189721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187836.406250 Penalty: 2414.208252
	Iteration 0F: 3 clusters Score -187836.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188232.671875 Penalty: 2414.208252
	Iteration 1F: 3 clusters Score -188232.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188337.468750 Penalty: 2414.208252
	Iteration 2F: 3 clusters Score -188337.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188398.453125 Penalty: 2414.208252
	Iteration 3Q: 3 clusters Score -188398.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188434.000000 Penalty: 2414.208252
	Iteration 4Q: 3 clusters Score -188434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188455.265625 Penalty: 2414.208252
	Iteration 5Q: 3 clusters Score -188455.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188473.031250 Penalty: 2414.208252
	Iteration 6Q: 3 clusters Score -188473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -188492.359375 Penalty: 2414.208252
	Iteration 7Q: 3 clusters Score -188492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -188500.000000 Penalty: 2414.208252
	Iteration 8Q: 3 clusters Score -188500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188505.312500 Penalty: 2414.208252
	Iteration 9Q: 3 clusters Score -188505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188511.593750 Penalty: 2414.208252
	Iteration 10Q: 3 clusters Score -188511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188520.562500 Penalty: 2414.208252
	Iteration 11Q: 3 clusters Score -188520.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188528.906250 Penalty: 2414.208252
	Iteration 12Q: 3 clusters Score -188528.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -188540.031250 Penalty: 2414.208252
	Iteration 13Q: 3 clusters Score -188540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -188546.593750 Penalty: 2414.208252
	Iteration 14Q: 3 clusters Score -188546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188553.812500 Penalty: 2414.208252
	Iteration 15Q: 3 clusters Score -188553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188559.453125 Penalty: 2414.208252
	Iteration 16Q: 3 clusters Score -188559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188561.968750 Penalty: 2414.208252
	Iteration 17Q: 3 clusters Score -188562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188563.703125 Penalty: 2414.208252
	Iteration 18Q: 3 clusters Score -188563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188565.421875 Penalty: 2414.208252
	Iteration 19Q: 3 clusters Score -188565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188568.984375 Penalty: 2414.208252
	Iteration 20F: 3 clusters Score -188569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -188575.437500 Penalty: 2414.208252
	Iteration 21Q: 3 clusters Score -188575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -188582.484375 Penalty: 2414.208252
	Iteration 22Q: 3 clusters Score -188582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188588.906250 Penalty: 2414.208252
	Iteration 23Q: 3 clusters Score -188588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188593.265625 Penalty: 2414.208252
	Iteration 24Q: 3 clusters Score -188593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188596.171875 Penalty: 2414.208252
	Iteration 25Q: 3 clusters Score -188596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188598.562500 Penalty: 2414.208252
	Iteration 26Q: 3 clusters Score -188598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188600.671875 Penalty: 2414.208252
	Iteration 27Q: 3 clusters Score -188600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188603.593750 Penalty: 2414.208252
	Iteration 28Q: 3 clusters Score -188603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -188605.109375 Penalty: 2414.208252
	Iteration 29Q: 3 clusters Score -188605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188605.859375 Penalty: 2414.208252
	Iteration 30Q: 3 clusters Score -188605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188606.296875 Penalty: 2414.208252
	Iteration 31Q: 3 clusters Score -188606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -188606.578125 Penalty: 2414.208252
	Iteration 32Q: 3 clusters Score -188606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188607.078125 Penalty: 2414.208252
	Iteration 33Q: 3 clusters Score -188607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188608.234375 Penalty: 2414.208252
	Iteration 34Q: 3 clusters Score -188608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188610.171875 Penalty: 2414.208252
	Iteration 35Q: 3 clusters Score -188610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188612.062500 Penalty: 2414.208252
	Iteration 36Q: 3 clusters Score -188612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188613.312500 Penalty: 2414.208252
	Iteration 37Q: 3 clusters Score -188613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188614.359375 Penalty: 2414.208252
	Iteration 38Q: 3 clusters Score -188614.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188615.937500 Penalty: 2414.208252
	Iteration 39Q: 3 clusters Score -188615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188619.281250 Penalty: 2414.208252
	Iteration 40F: 3 clusters Score -188619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188622.671875 Penalty: 2414.208252
	Iteration 41Q: 3 clusters Score -188622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188624.562500 Penalty: 2414.208252
	Iteration 42Q: 3 clusters Score -188624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188628.171875 Penalty: 2414.208252
	Iteration 43Q: 3 clusters Score -188628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188631.281250 Penalty: 2414.208252
	Iteration 44Q: 3 clusters Score -188631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188637.031250 Penalty: 2414.208252
	Iteration 45Q: 3 clusters Score -188637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188642.625000 Penalty: 2414.208252
	Iteration 46Q: 3 clusters Score -188642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188644.500000 Penalty: 2414.208252
	Iteration 47Q: 3 clusters Score -188644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188645.843750 Penalty: 2414.208252
	Iteration 48Q: 3 clusters Score -188645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -188647.968750 Penalty: 2414.208252
	Iteration 49Q: 3 clusters Score -188648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188650.453125 Penalty: 2414.208252
	Iteration 50Q: 3 clusters Score -188650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188653.828125 Penalty: 2414.208252
	Iteration 51Q: 3 clusters Score -188653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188654.890625 Penalty: 2414.208252
	Iteration 52Q: 3 clusters Score -188654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -188656.468750 Penalty: 2414.208252
	Iteration 53Q: 3 clusters Score -188656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188658.046875 Penalty: 2414.208252
	Iteration 54Q: 3 clusters Score -188658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -188658.156250 Penalty: 2414.208252
	Iteration 55Q: 3 clusters Score -188658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -188658.156250 Penalty: 2414.208252
	Iteration 56F: 3 clusters Score -188658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Entering Unmasked Estep 
Score: -5214709.000000 Penalty: 1743.555054
	Iteration 0F: 2 clusters Score -5214709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5184211.500000 Penalty: 3487.110107
	Iteration 0F: 3 clusters Score -5184212 nChanged 21395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5196300.000000 Penalty: 3487.110107
	Iteration 1F: 3 clusters Score -5196300 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5196995.000000 Penalty: 3487.110107
	Iteration 2Q: 3 clusters Score -5196995 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5197977.500000 Penalty: 3487.110107
	Iteration 3F: 3 clusters Score -5197978 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -5199478.000000 Penalty: 3487.110107
	Iteration 4F: 3 clusters Score -5199478 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5201876.000000 Penalty: 3487.110107
	Iteration 5F: 3 clusters Score -5201876 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5205136.000000 Penalty: 3487.110107
	Iteration 6F: 3 clusters Score -5205136 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5208618.500000 Penalty: 3487.110107
	Iteration 7F: 3 clusters Score -5208618 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5211083.000000 Penalty: 3487.110107
	Iteration 8F: 3 clusters Score -5211083 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -5212346.000000 Penalty: 3487.110107
	Iteration 9Q: 3 clusters Score -5212346 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -5212821.500000 Penalty: 3487.110107
	Iteration 10Q: 3 clusters Score -5212822 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -5213018.000000 Penalty: 3487.110107
	Iteration 11Q: 3 clusters Score -5213018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -5213118.500000 Penalty: 3487.110107
	Iteration 12Q: 3 clusters Score -5213118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -5213153.000000 Penalty: 3487.110107
	Iteration 13Q: 3 clusters Score -5213153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -5213179.500000 Penalty: 3487.110107
	Iteration 14Q: 3 clusters Score -5213180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5213191.000000 Penalty: 3487.110107
	Iteration 15Q: 3 clusters Score -5213191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5213206.000000 Penalty: 3487.110107
	Iteration 16Q: 3 clusters Score -5213206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -5213219.000000 Penalty: 3487.110107
	Iteration 17Q: 3 clusters Score -5213219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5213226.000000 Penalty: 3487.110107
	Iteration 18Q: 3 clusters Score -5213226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -5213237.500000 Penalty: 3487.110107
	Iteration 19Q: 3 clusters Score -5213238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -5213243.000000 Penalty: 3487.110107
	Iteration 20F: 3 clusters Score -5213243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5213246.500000 Penalty: 3487.110107
	Iteration 21Q: 3 clusters Score -5213246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5213253.500000 Penalty: 3487.110107
	Iteration 22Q: 3 clusters Score -5213254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -5213257.500000 Penalty: 3487.110107
	Iteration 23Q: 3 clusters Score -5213258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5213259.000000 Penalty: 3487.110107
	Iteration 24Q: 3 clusters Score -5213259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5213261.500000 Penalty: 3487.110107
	Iteration 25Q: 3 clusters Score -5213262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -5213261.000000 Penalty: 3487.110107
	Iteration 26Q: 3 clusters Score -5213261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5213260.500000 Penalty: 3487.110107
	Iteration 27Q: 3 clusters Score -5213260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5213262.500000 Penalty: 3487.110107
	Iteration 28Q: 3 clusters Score -5213262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5213262.500000 Penalty: 3487.110107
	Iteration 29F: 3 clusters Score -5213262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Entering Unmasked Estep 
Score: -9732588.000000 Penalty: 1848.380737
	Iteration 0F: 2 clusters Score -9732588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -9674486.000000 Penalty: 3696.761475
	Iteration 0F: 3 clusters Score -9674486 nChanged 41413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -9698453.000000 Penalty: 3696.761475
	Iteration 1F: 3 clusters Score -9698453 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9699237.000000 Penalty: 3696.761475
	Iteration 2Q: 3 clusters Score -9699237 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -9700380.000000 Penalty: 3696.761475
	Iteration 3Q: 3 clusters Score -9700380 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -9702242.000000 Penalty: 3696.761475
	Iteration 4Q: 3 clusters Score -9702242 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -9705596.000000 Penalty: 3696.761475
	Iteration 5F: 3 clusters Score -9705596 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -9710878.000000 Penalty: 3696.761475
	Iteration 6F: 3 clusters Score -9710878 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9717642.000000 Penalty: 3696.761475
	Iteration 7F: 3 clusters Score -9717642 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -9723925.000000 Penalty: 3696.761475
	Iteration 8F: 3 clusters Score -9723925 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -9727714.000000 Penalty: 3696.761475
	Iteration 9Q: 3 clusters Score -9727714 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -9729532.000000 Penalty: 3696.761475
	Iteration 10Q: 3 clusters Score -9729532 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -9730337.000000 Penalty: 3696.761475
	Iteration 11Q: 3 clusters Score -9730337 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -9730684.000000 Penalty: 3696.761475
	Iteration 12Q: 3 clusters Score -9730684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -9730820.000000 Penalty: 3696.761475
	Iteration 13Q: 3 clusters Score -9730820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -9730902.000000 Penalty: 3696.761475
	Iteration 14Q: 3 clusters Score -9730902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -9730930.000000 Penalty: 3696.761475
	Iteration 15Q: 3 clusters Score -9730930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -9730952.000000 Penalty: 3696.761475
	Iteration 16Q: 3 clusters Score -9730952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -9730966.000000 Penalty: 3696.761475
	Iteration 17Q: 3 clusters Score -9730966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -9730974.000000 Penalty: 3696.761475
	Iteration 18Q: 3 clusters Score -9730974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -9730990.000000 Penalty: 3696.761475
	Iteration 19Q: 3 clusters Score -9730990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -9730990.000000 Penalty: 3696.761475
	Iteration 20F: 3 clusters Score -9730990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -9730993.000000 Penalty: 3696.761475
	Iteration 21Q: 3 clusters Score -9730993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -9730990.000000 Penalty: 3696.761475
	Iteration 22Q: 3 clusters Score -9730990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -9730985.000000 Penalty: 3696.761475
	Iteration 23Q: 3 clusters Score -9730985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -9730991.000000 Penalty: 3696.761475
	Iteration 24Q: 3 clusters Score -9730991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -9730991.000000 Penalty: 3696.761475
	Iteration 25F: 3 clusters Score -9730991 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -194313616.000000 Penalty: 39721.785156
23->18 Clusters: Score -194313616.000000, best is -194593744.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25569 members 
Mstep: Class 3 contains 25291 members 
Mstep: Class 4 contains 24983 members 
Mstep: Class 5 contains 25391 members 
Mstep: Class 6 contains 25526 members 
Mstep: Class 7 contains 25421 members 
Mstep: Class 8 contains 25697 members 
Mstep: Class 9 contains 25462 members 
Mstep: Class 10 contains 25381 members 
Mstep: Class 11 contains 25675 members 
Mstep: Class 12 contains 25466 members 
Mstep: Class 13 contains 25548 members 
Mstep: Class 14 contains 25274 members 
Mstep: Class 15 contains 25614 members 
Mstep: Class 16 contains 25339 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 18 contains 25164 members 
Mstep: Class 19 contains 25606 members 
Mstep: Class 20 contains 25803 members 
Mstep: Class 21 contains 25439 members 
Mstep: Class 22 contains 25636 members 
Mstep: Class 23 contains 25540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 335.251343 but Gain 2158.050781
Score: -62436248.000000 Penalty: 47477.121094
Iteration 0F: 23 clusters Score -6.243625e+07 nChanged 557406
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16021 members 
Mstep: Class 3 contains 38509 members 
Mstep: Class 4 contains 18327 members 
Mstep: Class 5 contains 40329 members 
Mstep: Class 6 contains 19739 members 
Mstep: Class 7 contains 13931 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 85613 members 
Mstep: Class 12 contains 70305 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 25687 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 21058 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 18227 members 
Mstep: Class 21 contains 16604 members 
Mstep: Class 22 contains 45034 members 
Mstep: Class 23 contains 44825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63770904.000000 Penalty: 47477.121094
Iteration 1F: 23 clusters Score -6.37709e+07 nChanged 198945
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 11038 members 
Mstep: Class 3 contains 47973 members 
Mstep: Class 4 contains 11243 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 16010 members 
Mstep: Class 7 contains 7675 members 
Mstep: Class 8 contains 45193 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 122051 members 
Mstep: Class 12 contains 75634 members 
Mstep: Class 13 contains 11031 members 
Mstep: Class 14 contains 9538 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 5040 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 18509 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 12788 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 50506 members 
Mstep: Class 23 contains 45744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64110632.000000 Penalty: 47477.121094
Iteration 2F: 23 clusters Score -6.411063e+07 nChanged 149872
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 55813 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 22796 members 
Mstep: Class 6 contains 14448 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 55170 members 
Mstep: Class 10 contains 2883 members 
Mstep: Class 11 contains 163735 members 
Mstep: Class 12 contains 70220 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 5854 members 
Mstep: Class 15 contains 12226 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 12444 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 14403 members 
Mstep: Class 22 contains 48038 members 
Mstep: Class 23 contains 45260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1712.906982 but Gain 2158.050781
Score: -64284472.000000 Penalty: 45319.070312
Iteration 3F: 22 clusters Score -6.428447e+07 nChanged 113965
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 60431 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 12449 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 8 contains 63520 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 195324 members 
Mstep: Class 12 contains 63230 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 15051 members 
Mstep: Class 19 contains 12649 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 10552 members 
Mstep: Class 22 contains 51266 members 
Mstep: Class 23 contains 42542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1184.989502 but Gain 2158.050781
Score: -64387760.000000 Penalty: 43161.019531
Iteration 4F: 21 clusters Score -6.438776e+07 nChanged 93929
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 68348 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 10640 members 
Mstep: Class 8 contains 71080 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 212513 members 
Mstep: Class 12 contains 55406 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 58391 members 
Mstep: Class 23 contains 36984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1138.101440 but Gain 2158.050781
Score: -64469032.000000 Penalty: 41002.968750
Iteration 5F: 20 clusters Score -6.446903e+07 nChanged 77528
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 78250 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 9207 members 
Mstep: Class 6 contains 9397 members 
Mstep: Class 8 contains 78804 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 218059 members 
Mstep: Class 12 contains 47063 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 13165 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 67463 members 
Mstep: Class 23 contains 31689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1497.769775 but Gain 2158.050781
Score: -64532164.000000 Penalty: 38844.917969
Iteration 6F: 19 clusters Score -6.453216e+07 nChanged 59867
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 86508 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 8753 members 
Mstep: Class 8 contains 86619 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 11 contains 216404 members 
Mstep: Class 12 contains 40133 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 4692 members 
Mstep: Class 19 contains 13811 members 
Mstep: Class 21 contains 2756 members 
Mstep: Class 22 contains 75772 members 
Mstep: Class 23 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1341.355347 but Gain 2158.050781
Score: -64580768.000000 Penalty: 36686.867188
Iteration 7F: 18 clusters Score -6.458077e+07 nChanged 44305
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 93371 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 4584 members 
Mstep: Class 6 contains 8423 members 
Mstep: Class 8 contains 93788 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 209490 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 14585 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 81197 members 
Mstep: Class 23 contains 25148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1223.248291 but Gain 2158.050781
Score: -64616460.000000 Penalty: 34528.816406
Iteration 8F: 17 clusters Score -6.461646e+07 nChanged 33811
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 3 contains 98717 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 8443 members 
Mstep: Class 8 contains 99885 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 199892 members 
Mstep: Class 12 contains 36826 members 
Mstep: Class 14 contains 901 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 84007 members 
Mstep: Class 23 contains 23675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1045.740356 but Gain 2158.052734
Score: -64640212.000000 Penalty: 32370.763672
Iteration 9F: 16 clusters Score -6.464021e+07 nChanged 26197
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 3 contains 103996 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 8 contains 104365 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 189565 members 
Mstep: Class 12 contains 38285 members 
Mstep: Class 14 contains 889 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 16264 members 
Mstep: Class 22 contains 85308 members 
Mstep: Class 23 contains 22656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64654332.000000 Penalty: 32370.763672
Iteration 10Q: 16 clusters Score -6.465433e+07 nChanged 20028
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 3 contains 108099 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 8 contains 107833 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 180031 members 
Mstep: Class 12 contains 40273 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 16873 members 
Mstep: Class 22 contains 85953 members 
Mstep: Class 23 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64663624.000000 Penalty: 32370.763672
Iteration 11Q: 16 clusters Score -6.466362e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 3 contains 111675 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 8 contains 110548 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 171994 members 
Mstep: Class 12 contains 42202 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 17311 members 
Mstep: Class 22 contains 86306 members 
Mstep: Class 23 contains 21061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64671456.000000 Penalty: 32370.763672
Iteration 12Q: 16 clusters Score -6.467146e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 3 contains 114728 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 8 contains 112564 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 165354 members 
Mstep: Class 12 contains 43973 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 22 contains 86496 members 
Mstep: Class 23 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64677236.000000 Penalty: 32370.763672
Iteration 13Q: 16 clusters Score -6.467724e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 3 contains 117125 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 8 contains 114001 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 160377 members 
Mstep: Class 12 contains 45483 members 
Mstep: Class 14 contains 1167 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 17917 members 
Mstep: Class 22 contains 86588 members 
Mstep: Class 23 contains 19703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64681692.000000 Penalty: 32370.763672
Iteration 14Q: 16 clusters Score -6.468169e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 3 contains 119020 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 8 contains 115068 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 156537 members 
Mstep: Class 12 contains 46811 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 18117 members 
Mstep: Class 22 contains 86587 members 
Mstep: Class 23 contains 19003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64684568.000000 Penalty: 32370.763672
Iteration 15Q: 16 clusters Score -6.468457e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 3 contains 120492 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 9048 members 
Mstep: Class 8 contains 115778 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 153593 members 
Mstep: Class 12 contains 48037 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 18263 members 
Mstep: Class 22 contains 86578 members 
Mstep: Class 23 contains 18357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687052.000000 Penalty: 32370.763672
Iteration 16Q: 16 clusters Score -6.468705e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 3 contains 121583 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 8 contains 116253 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 151333 members 
Mstep: Class 12 contains 49159 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 18386 members 
Mstep: Class 22 contains 86560 members 
Mstep: Class 23 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64688628.000000 Penalty: 32370.763672
Iteration 17Q: 16 clusters Score -6.468863e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 3 contains 122424 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 9260 members 
Mstep: Class 8 contains 116514 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 149659 members 
Mstep: Class 12 contains 50149 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 18487 members 
Mstep: Class 22 contains 86541 members 
Mstep: Class 23 contains 17227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64689844.000000 Penalty: 32370.763672
Iteration 18Q: 16 clusters Score -6.468984e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 3 contains 123103 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 8 contains 116652 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 11 contains 148385 members 
Mstep: Class 12 contains 50998 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 4385 members 
Mstep: Class 19 contains 18571 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 16731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64690956.000000 Penalty: 32370.763672
Iteration 19Q: 16 clusters Score -6.469096e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 3 contains 123636 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 9472 members 
Mstep: Class 8 contains 116763 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 147389 members 
Mstep: Class 12 contains 51693 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 18632 members 
Mstep: Class 22 contains 86531 members 
Mstep: Class 23 contains 16276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692148.000000 Penalty: 32370.763672
Iteration 20F: 16 clusters Score -6.469215e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 3 contains 124041 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 8 contains 116822 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 146571 members 
Mstep: Class 12 contains 52311 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 4460 members 
Mstep: Class 19 contains 18689 members 
Mstep: Class 22 contains 86519 members 
Mstep: Class 23 contains 15884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692452.000000 Penalty: 32370.763672
Iteration 21Q: 16 clusters Score -6.469245e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 3 contains 124388 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 8 contains 116814 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 145947 members 
Mstep: Class 12 contains 52829 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 4492 members 
Mstep: Class 19 contains 18735 members 
Mstep: Class 22 contains 86514 members 
Mstep: Class 23 contains 15554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692848.000000 Penalty: 32370.763672
Iteration 22Q: 16 clusters Score -6.469285e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 3 contains 124685 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 9749 members 
Mstep: Class 8 contains 116795 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 145430 members 
Mstep: Class 12 contains 53276 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 18779 members 
Mstep: Class 22 contains 86518 members 
Mstep: Class 23 contains 15240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692956.000000 Penalty: 32370.763672
Iteration 23Q: 16 clusters Score -6.469296e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 3 contains 124925 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 9843 members 
Mstep: Class 8 contains 116720 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 145027 members 
Mstep: Class 12 contains 53680 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 4548 members 
Mstep: Class 19 contains 18827 members 
Mstep: Class 22 contains 86523 members 
Mstep: Class 23 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64693176.000000 Penalty: 32370.763672
Iteration 24Q: 16 clusters Score -6.469318e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 3 contains 125127 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 8 contains 116639 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 144728 members 
Mstep: Class 12 contains 53989 members 
Mstep: Class 14 contains 1515 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 4569 members 
Mstep: Class 19 contains 18870 members 
Mstep: Class 22 contains 86522 members 
Mstep: Class 23 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694024.000000 Penalty: 32370.763672
Iteration 25Q: 16 clusters Score -6.469402e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 3 contains 125291 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 9996 members 
Mstep: Class 8 contains 116594 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 144512 members 
Mstep: Class 12 contains 54259 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 4576 members 
Mstep: Class 19 contains 18901 members 
Mstep: Class 22 contains 86524 members 
Mstep: Class 23 contains 14449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694384.000000 Penalty: 32370.763672
Iteration 26Q: 16 clusters Score -6.469438e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 3 contains 125399 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 10074 members 
Mstep: Class 8 contains 116572 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 144345 members 
Mstep: Class 12 contains 54472 members 
Mstep: Class 14 contains 1541 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 4581 members 
Mstep: Class 19 contains 18936 members 
Mstep: Class 22 contains 86525 members 
Mstep: Class 23 contains 14235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64694712.000000 Penalty: 32370.763672
Iteration 27Q: 16 clusters Score -6.469471e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 3 contains 125480 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1946 members 
Mstep: Class 6 contains 10146 members 
Mstep: Class 8 contains 116542 members 
Mstep: Class 10 contains 1958 members 
Mstep: Class 11 contains 144206 members 
Mstep: Class 12 contains 54649 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 4594 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 22 contains 86518 members 
Mstep: Class 23 contains 14054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695268.000000 Penalty: 32370.763672
Iteration 28Q: 16 clusters Score -6.469527e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 3 contains 125573 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 8 contains 116490 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 144062 members 
Mstep: Class 12 contains 54812 members 
Mstep: Class 14 contains 1567 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 19024 members 
Mstep: Class 22 contains 86517 members 
Mstep: Class 23 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695628.000000 Penalty: 32370.763672
Iteration 29Q: 16 clusters Score -6.469563e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 3 contains 125654 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 10294 members 
Mstep: Class 8 contains 116399 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 143907 members 
Mstep: Class 12 contains 54971 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 19055 members 
Mstep: Class 22 contains 86518 members 
Mstep: Class 23 contains 13779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64695948.000000 Penalty: 32370.763672
Iteration 30Q: 16 clusters Score -6.469595e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 3 contains 125694 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 8 contains 116348 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 143774 members 
Mstep: Class 12 contains 55136 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 17 contains 1956 members 
Mstep: Class 18 contains 4604 members 
Mstep: Class 19 contains 19077 members 
Mstep: Class 22 contains 86516 members 
Mstep: Class 23 contains 13655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696352.000000 Penalty: 32370.763672
Iteration 31Q: 16 clusters Score -6.469635e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 3 contains 125720 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 10453 members 
Mstep: Class 8 contains 116324 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 143641 members 
Mstep: Class 12 contains 55282 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 19092 members 
Mstep: Class 22 contains 86528 members 
Mstep: Class 23 contains 13530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696868.000000 Penalty: 32370.763672
Iteration 32Q: 16 clusters Score -6.469687e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 3 contains 125745 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 10528 members 
Mstep: Class 8 contains 116333 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 143495 members 
Mstep: Class 12 contains 55425 members 
Mstep: Class 14 contains 1610 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 19100 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64696904.000000 Penalty: 32370.763672
Iteration 33Q: 16 clusters Score -6.46969e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 3 contains 125761 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2067 members 
Mstep: Class 6 contains 10591 members 
Mstep: Class 8 contains 116334 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 143375 members 
Mstep: Class 12 contains 55529 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 19119 members 
Mstep: Class 22 contains 86541 members 
Mstep: Class 23 contains 13270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697148.000000 Penalty: 32370.763672
Iteration 34Q: 16 clusters Score -6.469715e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 3 contains 125754 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 8 contains 116337 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 143277 members 
Mstep: Class 12 contains 55630 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 19124 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697356.000000 Penalty: 32370.763672
Iteration 35Q: 16 clusters Score -6.469736e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 3 contains 125744 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2124 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 8 contains 116306 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 143192 members 
Mstep: Class 12 contains 55755 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 22 contains 86553 members 
Mstep: Class 23 contains 13066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697492.000000 Penalty: 32370.763672
Iteration 36Q: 16 clusters Score -6.469749e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 3 contains 125750 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10769 members 
Mstep: Class 8 contains 116250 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 143107 members 
Mstep: Class 12 contains 55873 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 19157 members 
Mstep: Class 22 contains 86557 members 
Mstep: Class 23 contains 12998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697672.000000 Penalty: 32370.763672
Iteration 37Q: 16 clusters Score -6.469767e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 3 contains 125724 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 8 contains 116178 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 143060 members 
Mstep: Class 12 contains 55955 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 19173 members 
Mstep: Class 22 contains 86560 members 
Mstep: Class 23 contains 12959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64697788.000000 Penalty: 32370.763672
Iteration 38Q: 16 clusters Score -6.469779e+07 nChanged 660
Entering ConstructFrom: 
Score: -64697788.000000 Penalty: 32370.763672
Entering ConstructFrom: 
Trying to split cluster 1 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -125094.882812 Penalty: 1143.088013
	Iteration 0F: 2 clusters Score -125094.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123527.921875 Penalty: 2286.176025
	Iteration 0F: 3 clusters Score -123527.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123778.164062 Penalty: 2286.176025
	Iteration 1F: 3 clusters Score -123778.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123863.984375 Penalty: 2286.176025
	Iteration 2F: 3 clusters Score -123864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123913.171875 Penalty: 2286.176025
	Iteration 3Q: 3 clusters Score -123913.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123934.515625 Penalty: 2286.176025
	Iteration 4Q: 3 clusters Score -123934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -123947.921875 Penalty: 2286.176025
	Iteration 5Q: 3 clusters Score -123947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -123959.554688 Penalty: 2286.176025
	Iteration 6Q: 3 clusters Score -123959.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -123973.867188 Penalty: 2286.176025
	Iteration 7Q: 3 clusters Score -123973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123988.609375 Penalty: 2286.176025
	Iteration 8Q: 3 clusters Score -123988.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123998.203125 Penalty: 2286.176025
	Iteration 9Q: 3 clusters Score -123998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -124007.468750 Penalty: 2286.176025
	Iteration 10Q: 3 clusters Score -124007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124016.132812 Penalty: 2286.176025
	Iteration 11Q: 3 clusters Score -124016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -124019.617188 Penalty: 2286.176025
	Iteration 12Q: 3 clusters Score -124019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -124023.453125 Penalty: 2286.176025
	Iteration 13Q: 3 clusters Score -124023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124023.976562 Penalty: 2286.176025
	Iteration 14Q: 3 clusters Score -124024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -124024.593750 Penalty: 2286.176025
	Iteration 15Q: 3 clusters Score -124024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -124024.828125 Penalty: 2286.176025
	Iteration 16Q: 3 clusters Score -124024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -124024.828125 Penalty: 2286.176025
	Iteration 17F: 3 clusters Score -124024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Entering Unmasked Estep 
Score: -14182319.000000 Penalty: 1908.029053
	Iteration 0F: 2 clusters Score -1.418232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -14100092.000000 Penalty: 3816.058105
	Iteration 0F: 3 clusters Score -1.410009e+07 nChanged 60354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -14135720.000000 Penalty: 3816.058105
	Iteration 1F: 3 clusters Score -1.413572e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -14137200.000000 Penalty: 3816.058105
	Iteration 2Q: 3 clusters Score -1.41372e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -14139604.000000 Penalty: 3816.058105
	Iteration 3Q: 3 clusters Score -1.41396e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -14143069.000000 Penalty: 3816.058105
	Iteration 4F: 3 clusters Score -1.414307e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -14148461.000000 Penalty: 3816.058105
	Iteration 5F: 3 clusters Score -1.414846e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -14156945.000000 Penalty: 3816.058105
	Iteration 6F: 3 clusters Score -1.415694e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -14168370.000000 Penalty: 3816.058105
	Iteration 7F: 3 clusters Score -1.416837e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -14181289.000000 Penalty: 3816.058105
	Iteration 8F: 3 clusters Score -1.418129e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -14193545.000000 Penalty: 3816.058105
	Iteration 9F: 3 clusters Score -1.419354e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -14201943.000000 Penalty: 3816.058105
	Iteration 10Q: 3 clusters Score -1.420194e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -14205195.000000 Penalty: 3816.058105
	Iteration 11Q: 3 clusters Score -1.42052e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -14205795.000000 Penalty: 3816.058105
	Iteration 12Q: 3 clusters Score -1.42058e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -14205900.000000 Penalty: 3816.058105
	Iteration 13Q: 3 clusters Score -1.42059e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -14205937.000000 Penalty: 3816.058105
	Iteration 14Q: 3 clusters Score -1.420594e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -14205953.000000 Penalty: 3816.058105
	Iteration 15Q: 3 clusters Score -1.420595e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -14205949.000000 Penalty: 3816.058105
	Iteration 16Q: 3 clusters Score -1.420595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -14205949.000000 Penalty: 3816.058105
	Iteration 17Q: 3 clusters Score -1.420595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -14205947.000000 Penalty: 3816.058105
	Iteration 18Q: 3 clusters Score -1.420595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -14205958.000000 Penalty: 3816.058105
	Iteration 19Q: 3 clusters Score -1.420596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -14205964.000000 Penalty: 3816.058105
	Iteration 20F: 3 clusters Score -1.420596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -14205963.000000 Penalty: 3816.058105
	Iteration 21Q: 3 clusters Score -1.420596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -14205965.000000 Penalty: 3816.058105
	Iteration 22Q: 3 clusters Score -1.420596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -14205963.000000 Penalty: 3816.058105
	Iteration 23Q: 3 clusters Score -1.420596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -14205952.000000 Penalty: 3816.058105
	Iteration 24Q: 3 clusters Score -1.420595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -14205950.000000 Penalty: 3816.058105
	Iteration 25Q: 3 clusters Score -1.420595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -14205946.000000 Penalty: 3816.058105
	Iteration 26Q: 3 clusters Score -1.420595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -14205951.000000 Penalty: 3816.058105
	Iteration 27Q: 3 clusters Score -1.420595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -14205950.000000 Penalty: 3816.058105
	Iteration 28Q: 3 clusters Score -1.420595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -14205950.000000 Penalty: 3816.058105
	Iteration 29F: 3 clusters Score -1.420595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 77207 members 
Mstep: Class 3 contains 48501 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 8 contains 116111 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 143017 members 
Mstep: Class 12 contains 56028 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 19195 members 
Mstep: Class 22 contains 86566 members 
Mstep: Class 23 contains 12923 members 
Entering Unmasked Estep 
Score: -64721292.000000 Penalty: 34528.816406
Splitting cluster 3 changes total score from -64697788.000000 to -64721292.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -162448.953125 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -162449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160639.578125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -160639.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -160977.515625 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -160977.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161073.984375 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -161074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161136.953125 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -161137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161170.468750 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -161170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161209.000000 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -161209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161234.328125 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -161234.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -161250.000000 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -161250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161271.375000 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -161271.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161290.734375 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -161290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161301.703125 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -161301.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161316.093750 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -161316.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161331.703125 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -161331.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161344.125000 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -161344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161352.156250 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -161352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161356.640625 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -161356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161363.359375 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -161363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161367.234375 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -161367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -161372.562500 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -161372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161377.437500 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -161377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -161383.593750 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -161383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -161390.812500 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -161390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161395.046875 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -161395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161398.359375 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -161398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161400.468750 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -161400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161400.468750 Penalty: 2382.807373
	Iteration 25F: 3 clusters Score -161400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -255895.796875 Penalty: 1248.627930
	Iteration 0F: 2 clusters Score -255895.8 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 1080 members 
Entering Unmasked Estep 
Score: -253665.031250 Penalty: 2497.255859
	Iteration 0F: 3 clusters Score -253665 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254133.390625 Penalty: 2497.255859
	Iteration 1F: 3 clusters Score -254133.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -254248.687500 Penalty: 2497.255859
	Iteration 2F: 3 clusters Score -254248.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -254309.500000 Penalty: 2497.255859
	Iteration 3Q: 3 clusters Score -254309.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -254342.171875 Penalty: 2497.255859
	Iteration 4Q: 3 clusters Score -254342.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254363.343750 Penalty: 2497.255859
	Iteration 5Q: 3 clusters Score -254363.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -254386.640625 Penalty: 2497.255859
	Iteration 6Q: 3 clusters Score -254386.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -254401.890625 Penalty: 2497.255859
	Iteration 7Q: 3 clusters Score -254401.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -254413.328125 Penalty: 2497.255859
	Iteration 8Q: 3 clusters Score -254413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -254419.578125 Penalty: 2497.255859
	Iteration 9Q: 3 clusters Score -254419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -254425.328125 Penalty: 2497.255859
	Iteration 10Q: 3 clusters Score -254425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -254428.859375 Penalty: 2497.255859
	Iteration 11Q: 3 clusters Score -254428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254430.406250 Penalty: 2497.255859
	Iteration 12Q: 3 clusters Score -254430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -254433.734375 Penalty: 2497.255859
	Iteration 13Q: 3 clusters Score -254433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -254436.703125 Penalty: 2497.255859
	Iteration 14Q: 3 clusters Score -254436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254439.156250 Penalty: 2497.255859
	Iteration 15Q: 3 clusters Score -254439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -254441.656250 Penalty: 2497.255859
	Iteration 16Q: 3 clusters Score -254441.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -254444.859375 Penalty: 2497.255859
	Iteration 17Q: 3 clusters Score -254444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -254446.031250 Penalty: 2497.255859
	Iteration 18Q: 3 clusters Score -254446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -254447.078125 Penalty: 2497.255859
	Iteration 19Q: 3 clusters Score -254447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -254448.453125 Penalty: 2497.255859
	Iteration 20F: 3 clusters Score -254448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -254449.156250 Penalty: 2497.255859
	Iteration 21Q: 3 clusters Score -254449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -254450.312500 Penalty: 2497.255859
	Iteration 22Q: 3 clusters Score -254450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -254449.921875 Penalty: 2497.255859
	Iteration 23Q: 3 clusters Score -254449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -254450.828125 Penalty: 2497.255859
	Iteration 24Q: 3 clusters Score -254450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -254451.562500 Penalty: 2497.255859
	Iteration 25Q: 3 clusters Score -254451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -254453.656250 Penalty: 2497.255859
	Iteration 26Q: 3 clusters Score -254453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -254454.937500 Penalty: 2497.255859
	Iteration 27Q: 3 clusters Score -254454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -254456.546875 Penalty: 2497.255859
	Iteration 28Q: 3 clusters Score -254456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -254456.984375 Penalty: 2497.255859
	Iteration 29Q: 3 clusters Score -254457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -254458.765625 Penalty: 2497.255859
	Iteration 30Q: 3 clusters Score -254458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254458.859375 Penalty: 2497.255859
	Iteration 31Q: 3 clusters Score -254458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254458.859375 Penalty: 2497.255859
	Iteration 32F: 3 clusters Score -254458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Entering Unmasked Estep 
Score: -1221752.375000 Penalty: 1510.654297
	Iteration 0F: 2 clusters Score -1221752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1214047.625000 Penalty: 3021.308594
	Iteration 0F: 3 clusters Score -1214048 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1216592.000000 Penalty: 3021.308594
	Iteration 1F: 3 clusters Score -1216592 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1216785.125000 Penalty: 3021.308594
	Iteration 2F: 3 clusters Score -1216785 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1216922.875000 Penalty: 3021.308594
	Iteration 3Q: 3 clusters Score -1216923 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1217034.250000 Penalty: 3021.308594
	Iteration 4Q: 3 clusters Score -1217034 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1217120.750000 Penalty: 3021.308594
	Iteration 5Q: 3 clusters Score -1217121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1217187.500000 Penalty: 3021.308594
	Iteration 6Q: 3 clusters Score -1217188 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1217257.250000 Penalty: 3021.308594
	Iteration 7Q: 3 clusters Score -1217257 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1217335.250000 Penalty: 3021.308594
	Iteration 8Q: 3 clusters Score -1217335 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1217427.625000 Penalty: 3021.308594
	Iteration 9Q: 3 clusters Score -1217428 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1217545.125000 Penalty: 3021.308594
	Iteration 10Q: 3 clusters Score -1217545 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1217681.250000 Penalty: 3021.308594
	Iteration 11Q: 3 clusters Score -1217681 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1217894.875000 Penalty: 3021.308594
	Iteration 12Q: 3 clusters Score -1217895 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1218147.250000 Penalty: 3021.308594
	Iteration 13Q: 3 clusters Score -1218147 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1218501.375000 Penalty: 3021.308594
	Iteration 14Q: 3 clusters Score -1218501 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1218956.125000 Penalty: 3021.308594
	Iteration 15Q: 3 clusters Score -1218956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1219406.250000 Penalty: 3021.308594
	Iteration 16F: 3 clusters Score -1219406 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1219768.875000 Penalty: 3021.308594
	Iteration 17Q: 3 clusters Score -1219769 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1220015.125000 Penalty: 3021.308594
	Iteration 18Q: 3 clusters Score -1220015 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1220153.500000 Penalty: 3021.308594
	Iteration 19Q: 3 clusters Score -1220154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1220240.750000 Penalty: 3021.308594
	Iteration 20F: 3 clusters Score -1220241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1220296.000000 Penalty: 3021.308594
	Iteration 21Q: 3 clusters Score -1220296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1220346.000000 Penalty: 3021.308594
	Iteration 22Q: 3 clusters Score -1220346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1220377.375000 Penalty: 3021.308594
	Iteration 23Q: 3 clusters Score -1220377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1220396.750000 Penalty: 3021.308594
	Iteration 24Q: 3 clusters Score -1220397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1220407.625000 Penalty: 3021.308594
	Iteration 25Q: 3 clusters Score -1220408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1220420.500000 Penalty: 3021.308594
	Iteration 26Q: 3 clusters Score -1220420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1220435.500000 Penalty: 3021.308594
	Iteration 27Q: 3 clusters Score -1220436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1220447.375000 Penalty: 3021.308594
	Iteration 28Q: 3 clusters Score -1220447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1220452.000000 Penalty: 3021.308594
	Iteration 29Q: 3 clusters Score -1220452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1220457.125000 Penalty: 3021.308594
	Iteration 30Q: 3 clusters Score -1220457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1220459.250000 Penalty: 3021.308594
	Iteration 31Q: 3 clusters Score -1220459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1220462.125000 Penalty: 3021.308594
	Iteration 32Q: 3 clusters Score -1220462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1220462.750000 Penalty: 3021.308594
	Iteration 33Q: 3 clusters Score -1220463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1220462.750000 Penalty: 3021.308594
	Iteration 34F: 3 clusters Score -1220463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Entering Unmasked Estep 
Score: -13078905.000000 Penalty: 1895.124023
	Iteration 0F: 2 clusters Score -1.30789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -13003764.000000 Penalty: 3790.248047
	Iteration 0F: 3 clusters Score -1.300376e+07 nChanged 55719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -13036515.000000 Penalty: 3790.248047
	Iteration 1F: 3 clusters Score -1.303652e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -13037605.000000 Penalty: 3790.248047
	Iteration 2Q: 3 clusters Score -1.30376e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -13039412.000000 Penalty: 3790.248047
	Iteration 3Q: 3 clusters Score -1.303941e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -13042437.000000 Penalty: 3790.248047
	Iteration 4F: 3 clusters Score -1.304244e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -13046688.000000 Penalty: 3790.248047
	Iteration 5F: 3 clusters Score -1.304669e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -13052329.000000 Penalty: 3790.248047
	Iteration 6F: 3 clusters Score -1.305233e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -13058487.000000 Penalty: 3790.248047
	Iteration 7F: 3 clusters Score -1.305849e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -13062955.000000 Penalty: 3790.248047
	Iteration 8F: 3 clusters Score -1.306296e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -13064808.000000 Penalty: 3790.248047
	Iteration 9Q: 3 clusters Score -1.306481e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -13065804.000000 Penalty: 3790.248047
	Iteration 10Q: 3 clusters Score -1.30658e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -13066523.000000 Penalty: 3790.248047
	Iteration 11Q: 3 clusters Score -1.306652e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -13067203.000000 Penalty: 3790.248047
	Iteration 12Q: 3 clusters Score -1.30672e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -13068007.000000 Penalty: 3790.248047
	Iteration 13Q: 3 clusters Score -1.306801e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -13068731.000000 Penalty: 3790.248047
	Iteration 14Q: 3 clusters Score -1.306873e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -13069466.000000 Penalty: 3790.248047
	Iteration 15Q: 3 clusters Score -1.306947e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -13070205.000000 Penalty: 3790.248047
	Iteration 16Q: 3 clusters Score -1.30702e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -13070755.000000 Penalty: 3790.248047
	Iteration 17Q: 3 clusters Score -1.307076e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -13071254.000000 Penalty: 3790.248047
	Iteration 18Q: 3 clusters Score -1.307125e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -13071731.000000 Penalty: 3790.248047
	Iteration 19Q: 3 clusters Score -1.307173e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -13072194.000000 Penalty: 3790.248047
	Iteration 20F: 3 clusters Score -1.307219e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -13072631.000000 Penalty: 3790.248047
	Iteration 21Q: 3 clusters Score -1.307263e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -13073046.000000 Penalty: 3790.248047
	Iteration 22Q: 3 clusters Score -1.307305e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -13073533.000000 Penalty: 3790.248047
	Iteration 23Q: 3 clusters Score -1.307353e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -13074125.000000 Penalty: 3790.248047
	Iteration 24Q: 3 clusters Score -1.307412e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -13074713.000000 Penalty: 3790.248047
	Iteration 25Q: 3 clusters Score -1.307471e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -13075360.000000 Penalty: 3790.248047
	Iteration 26Q: 3 clusters Score -1.307536e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -13076050.000000 Penalty: 3790.248047
	Iteration 27Q: 3 clusters Score -1.307605e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -13076669.000000 Penalty: 3790.248047
	Iteration 28Q: 3 clusters Score -1.307667e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -13077096.000000 Penalty: 3790.248047
	Iteration 29Q: 3 clusters Score -1.30771e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -13077338.000000 Penalty: 3790.248047
	Iteration 30Q: 3 clusters Score -1.307734e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -13077563.000000 Penalty: 3790.248047
	Iteration 31Q: 3 clusters Score -1.307756e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -13077676.000000 Penalty: 3790.248047
	Iteration 32Q: 3 clusters Score -1.307768e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -13077735.000000 Penalty: 3790.248047
	Iteration 33Q: 3 clusters Score -1.307774e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -13077798.000000 Penalty: 3790.248047
	Iteration 34Q: 3 clusters Score -1.30778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -13077813.000000 Penalty: 3790.248047
	Iteration 35Q: 3 clusters Score -1.307781e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -13077817.000000 Penalty: 3790.248047
	Iteration 36Q: 3 clusters Score -1.307782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -13077818.000000 Penalty: 3790.248047
	Iteration 37Q: 3 clusters Score -1.307782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -13077826.000000 Penalty: 3790.248047
	Iteration 38Q: 3 clusters Score -1.307783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 113949 members 
Entering Unmasked Estep 
Score: -13077849.000000 Penalty: 3790.248047
	Iteration 39Q: 3 clusters Score -1.307785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 113961 members 
Entering Unmasked Estep 
Score: -13077948.000000 Penalty: 3790.248047
	Iteration 40F: 3 clusters Score -1.307795e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -13078037.000000 Penalty: 3790.248047
	Iteration 41Q: 3 clusters Score -1.307804e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -13078064.000000 Penalty: 3790.248047
	Iteration 42Q: 3 clusters Score -1.307806e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -13078046.000000 Penalty: 3790.248047
	Iteration 43Q: 3 clusters Score -1.307805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -13078077.000000 Penalty: 3790.248047
	Iteration 44Q: 3 clusters Score -1.307808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -13078071.000000 Penalty: 3790.248047
	Iteration 45Q: 3 clusters Score -1.307807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 114351 members 
Entering Unmasked Estep 
Score: -13078083.000000 Penalty: 3790.248047
	Iteration 46Q: 3 clusters Score -1.307808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -13078079.000000 Penalty: 3790.248047
	Iteration 47Q: 3 clusters Score -1.307808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -13078077.000000 Penalty: 3790.248047
	Iteration 48Q: 3 clusters Score -1.307808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 114407 members 
Entering Unmasked Estep 
Score: -13078099.000000 Penalty: 3790.248047
	Iteration 49Q: 3 clusters Score -1.30781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -13078071.000000 Penalty: 3790.248047
	Iteration 50Q: 3 clusters Score -1.307807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 114425 members 
Entering Unmasked Estep 
Score: -13078084.000000 Penalty: 3790.248047
	Iteration 51Q: 3 clusters Score -1.307808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -13078090.000000 Penalty: 3790.248047
	Iteration 52Q: 3 clusters Score -1.307809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -13078091.000000 Penalty: 3790.248047
	Iteration 53Q: 3 clusters Score -1.307809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -13078088.000000 Penalty: 3790.248047
	Iteration 54Q: 3 clusters Score -1.307809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -13078097.000000 Penalty: 3790.248047
	Iteration 55Q: 3 clusters Score -1.30781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -13078096.000000 Penalty: 3790.248047
	Iteration 56Q: 3 clusters Score -1.30781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -13078091.000000 Penalty: 3790.248047
	Iteration 57Q: 3 clusters Score -1.307809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -13078091.000000 Penalty: 3790.248047
	Iteration 58Q: 3 clusters Score -1.307809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -13078091.000000 Penalty: 3790.248047
	Iteration 59F: 3 clusters Score -1.307809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -233557.234375 Penalty: 1238.045654
	Iteration 0F: 2 clusters Score -233557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -231437.343750 Penalty: 2476.091309
	Iteration 0F: 3 clusters Score -231437.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -231866.625000 Penalty: 2476.091309
	Iteration 1F: 3 clusters Score -231866.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231983.187500 Penalty: 2476.091309
	Iteration 2F: 3 clusters Score -231983.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -232042.140625 Penalty: 2476.091309
	Iteration 3Q: 3 clusters Score -232042.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232078.421875 Penalty: 2476.091309
	Iteration 4Q: 3 clusters Score -232078.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -232103.328125 Penalty: 2476.091309
	Iteration 5Q: 3 clusters Score -232103.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232122.781250 Penalty: 2476.091309
	Iteration 6Q: 3 clusters Score -232122.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -232138.031250 Penalty: 2476.091309
	Iteration 7Q: 3 clusters Score -232138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -232152.328125 Penalty: 2476.091309
	Iteration 8Q: 3 clusters Score -232152.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -232162.437500 Penalty: 2476.091309
	Iteration 9Q: 3 clusters Score -232162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -232173.640625 Penalty: 2476.091309
	Iteration 10Q: 3 clusters Score -232173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -232185.281250 Penalty: 2476.091309
	Iteration 11Q: 3 clusters Score -232185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -232194.843750 Penalty: 2476.091309
	Iteration 12Q: 3 clusters Score -232194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232202.281250 Penalty: 2476.091309
	Iteration 13Q: 3 clusters Score -232202.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -232209.640625 Penalty: 2476.091309
	Iteration 14Q: 3 clusters Score -232209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232220.031250 Penalty: 2476.091309
	Iteration 15Q: 3 clusters Score -232220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -232228.015625 Penalty: 2476.091309
	Iteration 16Q: 3 clusters Score -232228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -232237.328125 Penalty: 2476.091309
	Iteration 17Q: 3 clusters Score -232237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232243.718750 Penalty: 2476.091309
	Iteration 18Q: 3 clusters Score -232243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -232246.437500 Penalty: 2476.091309
	Iteration 19Q: 3 clusters Score -232246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -232247.125000 Penalty: 2476.091309
	Iteration 20F: 3 clusters Score -232247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -232248.781250 Penalty: 2476.091309
	Iteration 21Q: 3 clusters Score -232248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -232252.281250 Penalty: 2476.091309
	Iteration 22Q: 3 clusters Score -232252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -232255.265625 Penalty: 2476.091309
	Iteration 23Q: 3 clusters Score -232255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -232259.328125 Penalty: 2476.091309
	Iteration 24Q: 3 clusters Score -232259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -232260.656250 Penalty: 2476.091309
	Iteration 25Q: 3 clusters Score -232260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -232261.281250 Penalty: 2476.091309
	Iteration 26Q: 3 clusters Score -232261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -232261.359375 Penalty: 2476.091309
	Iteration 27Q: 3 clusters Score -232261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -232262.765625 Penalty: 2476.091309
	Iteration 28Q: 3 clusters Score -232262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -232263.796875 Penalty: 2476.091309
	Iteration 29Q: 3 clusters Score -232263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -232263.687500 Penalty: 2476.091309
	Iteration 30Q: 3 clusters Score -232263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -232265.578125 Penalty: 2476.091309
	Iteration 31Q: 3 clusters Score -232265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -232268.390625 Penalty: 2476.091309
	Iteration 32Q: 3 clusters Score -232268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -232270.375000 Penalty: 2476.091309
	Iteration 33Q: 3 clusters Score -232270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232273.000000 Penalty: 2476.091309
	Iteration 34Q: 3 clusters Score -232273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -232276.531250 Penalty: 2476.091309
	Iteration 35Q: 3 clusters Score -232276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232280.890625 Penalty: 2476.091309
	Iteration 36Q: 3 clusters Score -232280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -232283.437500 Penalty: 2476.091309
	Iteration 37Q: 3 clusters Score -232283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -232286.046875 Penalty: 2476.091309
	Iteration 38Q: 3 clusters Score -232286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -232288.546875 Penalty: 2476.091309
	Iteration 39Q: 3 clusters Score -232288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232293.062500 Penalty: 2476.091309
	Iteration 40F: 3 clusters Score -232293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232297.437500 Penalty: 2476.091309
	Iteration 41Q: 3 clusters Score -232297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -232300.500000 Penalty: 2476.091309
	Iteration 42Q: 3 clusters Score -232300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -232302.437500 Penalty: 2476.091309
	Iteration 43Q: 3 clusters Score -232302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -232303.484375 Penalty: 2476.091309
	Iteration 44Q: 3 clusters Score -232303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -232305.203125 Penalty: 2476.091309
	Iteration 45Q: 3 clusters Score -232305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -232305.203125 Penalty: 2476.091309
	Iteration 46F: 3 clusters Score -232305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (143017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143017 members 
Entering Unmasked Estep 
Score: -16071112.000000 Penalty: 1928.991821
	Iteration 0F: 2 clusters Score -1.607111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -15981036.000000 Penalty: 3857.983643
	Iteration 0F: 3 clusters Score -1.598104e+07 nChanged 69008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -16022561.000000 Penalty: 3857.983643
	Iteration 1F: 3 clusters Score -1.602256e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -16024648.000000 Penalty: 3857.983643
	Iteration 2Q: 3 clusters Score -1.602465e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -16028089.000000 Penalty: 3857.983643
	Iteration 3F: 3 clusters Score -1.602809e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -16033276.000000 Penalty: 3857.983643
	Iteration 4F: 3 clusters Score -1.603328e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -16040470.000000 Penalty: 3857.983643
	Iteration 5F: 3 clusters Score -1.604047e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -16048808.000000 Penalty: 3857.983643
	Iteration 6F: 3 clusters Score -1.604881e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -16056461.000000 Penalty: 3857.983643
	Iteration 7F: 3 clusters Score -1.605646e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -16061435.000000 Penalty: 3857.983643
	Iteration 8Q: 3 clusters Score -1.606144e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -16063957.000000 Penalty: 3857.983643
	Iteration 9Q: 3 clusters Score -1.606396e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -16065472.000000 Penalty: 3857.983643
	Iteration 10Q: 3 clusters Score -1.606547e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 129996 members 
Entering Unmasked Estep 
Score: -16066476.000000 Penalty: 3857.983643
	Iteration 11Q: 3 clusters Score -1.606648e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 130956 members 
Entering Unmasked Estep 
Score: -16067018.000000 Penalty: 3857.983643
	Iteration 12Q: 3 clusters Score -1.606702e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -16067325.000000 Penalty: 3857.983643
	Iteration 13Q: 3 clusters Score -1.606732e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -16067640.000000 Penalty: 3857.983643
	Iteration 14Q: 3 clusters Score -1.606764e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -16067926.000000 Penalty: 3857.983643
	Iteration 15Q: 3 clusters Score -1.606793e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -16068133.000000 Penalty: 3857.983643
	Iteration 16Q: 3 clusters Score -1.606813e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -16068234.000000 Penalty: 3857.983643
	Iteration 17Q: 3 clusters Score -1.606823e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -16068340.000000 Penalty: 3857.983643
	Iteration 18Q: 3 clusters Score -1.606834e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -16068371.000000 Penalty: 3857.983643
	Iteration 19Q: 3 clusters Score -1.606837e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 134614 members 
Entering Unmasked Estep 
Score: -16068449.000000 Penalty: 3857.983643
	Iteration 20F: 3 clusters Score -1.606845e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 134861 members 
Entering Unmasked Estep 
Score: -16068545.000000 Penalty: 3857.983643
	Iteration 21Q: 3 clusters Score -1.606854e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 135102 members 
Entering Unmasked Estep 
Score: -16068572.000000 Penalty: 3857.983643
	Iteration 22Q: 3 clusters Score -1.606857e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -16068661.000000 Penalty: 3857.983643
	Iteration 23Q: 3 clusters Score -1.606866e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 135501 members 
Entering Unmasked Estep 
Score: -16068701.000000 Penalty: 3857.983643
	Iteration 24Q: 3 clusters Score -1.60687e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -16068719.000000 Penalty: 3857.983643
	Iteration 25Q: 3 clusters Score -1.606872e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -16068804.000000 Penalty: 3857.983643
	Iteration 26Q: 3 clusters Score -1.60688e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 136004 members 
Entering Unmasked Estep 
Score: -16068843.000000 Penalty: 3857.983643
	Iteration 27Q: 3 clusters Score -1.606884e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -16068856.000000 Penalty: 3857.983643
	Iteration 28Q: 3 clusters Score -1.606886e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -16068874.000000 Penalty: 3857.983643
	Iteration 29Q: 3 clusters Score -1.606887e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 136407 members 
Entering Unmasked Estep 
Score: -16068892.000000 Penalty: 3857.983643
	Iteration 30Q: 3 clusters Score -1.606889e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -16068912.000000 Penalty: 3857.983643
	Iteration 31Q: 3 clusters Score -1.606891e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -16068966.000000 Penalty: 3857.983643
	Iteration 32Q: 3 clusters Score -1.606897e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -16068986.000000 Penalty: 3857.983643
	Iteration 33Q: 3 clusters Score -1.606899e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -16068964.000000 Penalty: 3857.983643
	Iteration 34Q: 3 clusters Score -1.606896e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 136935 members 
Entering Unmasked Estep 
Score: -16068977.000000 Penalty: 3857.983643
	Iteration 35Q: 3 clusters Score -1.606898e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 137040 members 
Entering Unmasked Estep 
Score: -16068985.000000 Penalty: 3857.983643
	Iteration 36Q: 3 clusters Score -1.606898e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 137143 members 
Entering Unmasked Estep 
Score: -16068997.000000 Penalty: 3857.983643
	Iteration 37Q: 3 clusters Score -1.6069e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -16069015.000000 Penalty: 3857.983643
	Iteration 38Q: 3 clusters Score -1.606902e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 137302 members 
Entering Unmasked Estep 
Score: -16069023.000000 Penalty: 3857.983643
	Iteration 39Q: 3 clusters Score -1.606902e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 137376 members 
Entering Unmasked Estep 
Score: -16069043.000000 Penalty: 3857.983643
	Iteration 40F: 3 clusters Score -1.606904e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -16069041.000000 Penalty: 3857.983643
	Iteration 41Q: 3 clusters Score -1.606904e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 137491 members 
Entering Unmasked Estep 
Score: -16069069.000000 Penalty: 3857.983643
	Iteration 42Q: 3 clusters Score -1.606907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -16069069.000000 Penalty: 3857.983643
	Iteration 43Q: 3 clusters Score -1.606907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -16069079.000000 Penalty: 3857.983643
	Iteration 44Q: 3 clusters Score -1.606908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -16069089.000000 Penalty: 3857.983643
	Iteration 45Q: 3 clusters Score -1.606909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 137683 members 
Entering Unmasked Estep 
Score: -16069087.000000 Penalty: 3857.983643
	Iteration 46Q: 3 clusters Score -1.606909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 137729 members 
Entering Unmasked Estep 
Score: -16069099.000000 Penalty: 3857.983643
	Iteration 47Q: 3 clusters Score -1.60691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -16069079.000000 Penalty: 3857.983643
	Iteration 48Q: 3 clusters Score -1.606908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -16069081.000000 Penalty: 3857.983643
	Iteration 49Q: 3 clusters Score -1.606908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -16069090.000000 Penalty: 3857.983643
	Iteration 50Q: 3 clusters Score -1.606909e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -16069092.000000 Penalty: 3857.983643
	Iteration 51Q: 3 clusters Score -1.606909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -16069094.000000 Penalty: 3857.983643
	Iteration 52Q: 3 clusters Score -1.606909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 138001 members 
Entering Unmasked Estep 
Score: -16069108.000000 Penalty: 3857.983643
	Iteration 53Q: 3 clusters Score -1.606911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -16069109.000000 Penalty: 3857.983643
	Iteration 54Q: 3 clusters Score -1.606911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 138073 members 
Entering Unmasked Estep 
Score: -16069138.000000 Penalty: 3857.983643
	Iteration 55Q: 3 clusters Score -1.606914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 138108 members 
Entering Unmasked Estep 
Score: -16069128.000000 Penalty: 3857.983643
	Iteration 56Q: 3 clusters Score -1.606913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -16069123.000000 Penalty: 3857.983643
	Iteration 57Q: 3 clusters Score -1.606912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 138207 members 
Entering Unmasked Estep 
Score: -16069150.000000 Penalty: 3857.983643
	Iteration 58Q: 3 clusters Score -1.606915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 138238 members 
Entering Unmasked Estep 
Score: -16069171.000000 Penalty: 3857.983643
	Iteration 59Q: 3 clusters Score -1.606917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 138267 members 
Entering Unmasked Estep 
Score: -16069157.000000 Penalty: 3857.983643
	Iteration 60F: 3 clusters Score -1.606916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -16069156.000000 Penalty: 3857.983643
	Iteration 61Q: 3 clusters Score -1.606916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 138335 members 
Entering Unmasked Estep 
Score: -16069152.000000 Penalty: 3857.983643
	Iteration 62Q: 3 clusters Score -1.606915e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -16069159.000000 Penalty: 3857.983643
	Iteration 63Q: 3 clusters Score -1.606916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -16069160.000000 Penalty: 3857.983643
	Iteration 64Q: 3 clusters Score -1.606916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -16069151.000000 Penalty: 3857.983643
	Iteration 65Q: 3 clusters Score -1.606915e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 138460 members 
Entering Unmasked Estep 
Score: -16069175.000000 Penalty: 3857.983643
	Iteration 66Q: 3 clusters Score -1.606918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 138504 members 
Entering Unmasked Estep 
Score: -16069194.000000 Penalty: 3857.983643
	Iteration 67Q: 3 clusters Score -1.606919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -16069223.000000 Penalty: 3857.983643
	Iteration 68Q: 3 clusters Score -1.606922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 138583 members 
Entering Unmasked Estep 
Score: -16069240.000000 Penalty: 3857.983643
	Iteration 69Q: 3 clusters Score -1.606924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 138617 members 
Entering Unmasked Estep 
Score: -16069249.000000 Penalty: 3857.983643
	Iteration 70Q: 3 clusters Score -1.606925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 138651 members 
Entering Unmasked Estep 
Score: -16069252.000000 Penalty: 3857.983643
	Iteration 71Q: 3 clusters Score -1.606925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 138676 members 
Entering Unmasked Estep 
Score: -16069254.000000 Penalty: 3857.983643
	Iteration 72Q: 3 clusters Score -1.606925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -16069265.000000 Penalty: 3857.983643
	Iteration 73Q: 3 clusters Score -1.606926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -16069286.000000 Penalty: 3857.983643
	Iteration 74Q: 3 clusters Score -1.606929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 138757 members 
Entering Unmasked Estep 
Score: -16069280.000000 Penalty: 3857.983643
	Iteration 75Q: 3 clusters Score -1.606928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
Score: -16069284.000000 Penalty: 3857.983643
	Iteration 76Q: 3 clusters Score -1.606928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 138798 members 
Entering Unmasked Estep 
Score: -16069277.000000 Penalty: 3857.983643
	Iteration 77Q: 3 clusters Score -1.606928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 138821 members 
Entering Unmasked Estep 
Score: -16069277.000000 Penalty: 3857.983643
	Iteration 78Q: 3 clusters Score -1.606928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -16069268.000000 Penalty: 3857.983643
	Iteration 79Q: 3 clusters Score -1.606927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 138880 members 
Entering Unmasked Estep 
Score: -16069302.000000 Penalty: 3857.983643
	Iteration 80F: 3 clusters Score -1.60693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 138907 members 
Entering Unmasked Estep 
Score: -16069313.000000 Penalty: 3857.983643
	Iteration 81Q: 3 clusters Score -1.606931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -16069309.000000 Penalty: 3857.983643
	Iteration 82Q: 3 clusters Score -1.606931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 138970 members 
Entering Unmasked Estep 
Score: -16069345.000000 Penalty: 3857.983643
	Iteration 83Q: 3 clusters Score -1.606934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -16069349.000000 Penalty: 3857.983643
	Iteration 84Q: 3 clusters Score -1.606935e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -16069349.000000 Penalty: 3857.983643
	Iteration 85Q: 3 clusters Score -1.606935e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -16069361.000000 Penalty: 3857.983643
	Iteration 86Q: 3 clusters Score -1.606936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 139118 members 
Entering Unmasked Estep 
Score: -16069365.000000 Penalty: 3857.983643
	Iteration 87Q: 3 clusters Score -1.606936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 139150 members 
Entering Unmasked Estep 
Score: -16069381.000000 Penalty: 3857.983643
	Iteration 88Q: 3 clusters Score -1.606938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -16069370.000000 Penalty: 3857.983643
	Iteration 89Q: 3 clusters Score -1.606937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 139196 members 
Entering Unmasked Estep 
Score: -16069362.000000 Penalty: 3857.983643
	Iteration 90Q: 3 clusters Score -1.606936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -16069376.000000 Penalty: 3857.983643
	Iteration 91Q: 3 clusters Score -1.606938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -16069376.000000 Penalty: 3857.983643
	Iteration 92Q: 3 clusters Score -1.606938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -16069372.000000 Penalty: 3857.983643
	Iteration 93Q: 3 clusters Score -1.606937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 139291 members 
Entering Unmasked Estep 
Score: -16069375.000000 Penalty: 3857.983643
	Iteration 94Q: 3 clusters Score -1.606938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 139305 members 
Entering Unmasked Estep 
Score: -16069395.000000 Penalty: 3857.983643
	Iteration 95Q: 3 clusters Score -1.60694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 139325 members 
Entering Unmasked Estep 
Score: -16069415.000000 Penalty: 3857.983643
	Iteration 96Q: 3 clusters Score -1.606942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -16069387.000000 Penalty: 3857.983643
	Iteration 97Q: 3 clusters Score -1.606939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 139355 members 
Entering Unmasked Estep 
Score: -16069404.000000 Penalty: 3857.983643
	Iteration 98Q: 3 clusters Score -1.60694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 139366 members 
Entering Unmasked Estep 
Score: -16069390.000000 Penalty: 3857.983643
	Iteration 99Q: 3 clusters Score -1.606939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -16069407.000000 Penalty: 3857.983643
	Iteration 100F: 3 clusters Score -1.606941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -16069411.000000 Penalty: 3857.983643
	Iteration 101Q: 3 clusters Score -1.606941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -16069410.000000 Penalty: 3857.983643
	Iteration 102Q: 3 clusters Score -1.606941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -16069414.000000 Penalty: 3857.983643
	Iteration 103Q: 3 clusters Score -1.606941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -16069416.000000 Penalty: 3857.983643
	Iteration 104Q: 3 clusters Score -1.606942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -16069417.000000 Penalty: 3857.983643
	Iteration 105Q: 3 clusters Score -1.606942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -16069424.000000 Penalty: 3857.983643
	Iteration 106Q: 3 clusters Score -1.606942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -16069420.000000 Penalty: 3857.983643
	Iteration 107Q: 3 clusters Score -1.606942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -16069410.000000 Penalty: 3857.983643
	Iteration 108Q: 3 clusters Score -1.606941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 139439 members 
Entering Unmasked Estep 
Score: -16069411.000000 Penalty: 3857.983643
	Iteration 109Q: 3 clusters Score -1.606941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -16069404.000000 Penalty: 3857.983643
	Iteration 110Q: 3 clusters Score -1.60694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -16069404.000000 Penalty: 3857.983643
	Iteration 111F: 3 clusters Score -1.60694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Entering Unmasked Estep 
Score: -6375851.500000 Penalty: 1776.711182
	Iteration 0F: 2 clusters Score -6375852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -6338351.500000 Penalty: 3553.422363
	Iteration 0F: 3 clusters Score -6338352 nChanged 26249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6353638.500000 Penalty: 3553.422363
	Iteration 1F: 3 clusters Score -6353638 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -6354367.500000 Penalty: 3553.422363
	Iteration 2Q: 3 clusters Score -6354368 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6355116.000000 Penalty: 3553.422363
	Iteration 3Q: 3 clusters Score -6355116 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6356102.000000 Penalty: 3553.422363
	Iteration 4Q: 3 clusters Score -6356102 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -6357220.000000 Penalty: 3553.422363
	Iteration 5Q: 3 clusters Score -6357220 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6358647.500000 Penalty: 3553.422363
	Iteration 6Q: 3 clusters Score -6358648 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6360330.500000 Penalty: 3553.422363
	Iteration 7Q: 3 clusters Score -6360330 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6362430.500000 Penalty: 3553.422363
	Iteration 8F: 3 clusters Score -6362430 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -6364769.000000 Penalty: 3553.422363
	Iteration 9F: 3 clusters Score -6364769 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -6366923.000000 Penalty: 3553.422363
	Iteration 10F: 3 clusters Score -6366923 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -6368476.000000 Penalty: 3553.422363
	Iteration 11Q: 3 clusters Score -6368476 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -6369283.000000 Penalty: 3553.422363
	Iteration 12Q: 3 clusters Score -6369283 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -6369704.500000 Penalty: 3553.422363
	Iteration 13Q: 3 clusters Score -6369704 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -6370012.500000 Penalty: 3553.422363
	Iteration 14Q: 3 clusters Score -6370012 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -6370265.000000 Penalty: 3553.422363
	Iteration 15Q: 3 clusters Score -6370265 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -6370560.500000 Penalty: 3553.422363
	Iteration 16Q: 3 clusters Score -6370560 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -6370855.500000 Penalty: 3553.422363
	Iteration 17Q: 3 clusters Score -6370856 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6371121.000000 Penalty: 3553.422363
	Iteration 18Q: 3 clusters Score -6371121 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6371395.500000 Penalty: 3553.422363
	Iteration 19Q: 3 clusters Score -6371396 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6371689.000000 Penalty: 3553.422363
	Iteration 20F: 3 clusters Score -6371689 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6371929.000000 Penalty: 3553.422363
	Iteration 21Q: 3 clusters Score -6371929 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6372207.500000 Penalty: 3553.422363
	Iteration 22Q: 3 clusters Score -6372208 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6372490.500000 Penalty: 3553.422363
	Iteration 23Q: 3 clusters Score -6372490 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6372776.500000 Penalty: 3553.422363
	Iteration 24Q: 3 clusters Score -6372776 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6373016.500000 Penalty: 3553.422363
	Iteration 25Q: 3 clusters Score -6373016 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6373219.000000 Penalty: 3553.422363
	Iteration 26Q: 3 clusters Score -6373219 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6373429.000000 Penalty: 3553.422363
	Iteration 27Q: 3 clusters Score -6373429 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6373597.500000 Penalty: 3553.422363
	Iteration 28Q: 3 clusters Score -6373598 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6373753.500000 Penalty: 3553.422363
	Iteration 29Q: 3 clusters Score -6373754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6373859.000000 Penalty: 3553.422363
	Iteration 30Q: 3 clusters Score -6373859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6373945.500000 Penalty: 3553.422363
	Iteration 31Q: 3 clusters Score -6373946 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6374039.000000 Penalty: 3553.422363
	Iteration 32Q: 3 clusters Score -6374039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6374121.000000 Penalty: 3553.422363
	Iteration 33Q: 3 clusters Score -6374121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6374171.500000 Penalty: 3553.422363
	Iteration 34Q: 3 clusters Score -6374172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6374204.500000 Penalty: 3553.422363
	Iteration 35Q: 3 clusters Score -6374204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6374251.000000 Penalty: 3553.422363
	Iteration 36Q: 3 clusters Score -6374251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6374269.000000 Penalty: 3553.422363
	Iteration 37Q: 3 clusters Score -6374269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6374292.000000 Penalty: 3553.422363
	Iteration 38Q: 3 clusters Score -6374292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6374314.000000 Penalty: 3553.422363
	Iteration 39Q: 3 clusters Score -6374314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6374323.000000 Penalty: 3553.422363
	Iteration 40F: 3 clusters Score -6374323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6374334.000000 Penalty: 3553.422363
	Iteration 41Q: 3 clusters Score -6374334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6374336.500000 Penalty: 3553.422363
	Iteration 42Q: 3 clusters Score -6374336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6374346.000000 Penalty: 3553.422363
	Iteration 43Q: 3 clusters Score -6374346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6374344.000000 Penalty: 3553.422363
	Iteration 44Q: 3 clusters Score -6374344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6374356.000000 Penalty: 3553.422363
	Iteration 45Q: 3 clusters Score -6374356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6374352.000000 Penalty: 3553.422363
	Iteration 46Q: 3 clusters Score -6374352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6374355.000000 Penalty: 3553.422363
	Iteration 47Q: 3 clusters Score -6374355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6374354.000000 Penalty: 3553.422363
	Iteration 48Q: 3 clusters Score -6374354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6374354.000000 Penalty: 3553.422363
	Iteration 49Q: 3 clusters Score -6374354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6374357.500000 Penalty: 3553.422363
	Iteration 50Q: 3 clusters Score -6374358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6374373.500000 Penalty: 3553.422363
	Iteration 51Q: 3 clusters Score -6374374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6374369.500000 Penalty: 3553.422363
	Iteration 52Q: 3 clusters Score -6374370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6374375.000000 Penalty: 3553.422363
	Iteration 53Q: 3 clusters Score -6374375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6374383.500000 Penalty: 3553.422363
	Iteration 54Q: 3 clusters Score -6374384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6374399.000000 Penalty: 3553.422363
	Iteration 55Q: 3 clusters Score -6374399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6374399.000000 Penalty: 3553.422363
	Iteration 56Q: 3 clusters Score -6374399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6374395.500000 Penalty: 3553.422363
	Iteration 57Q: 3 clusters Score -6374396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6374395.000000 Penalty: 3553.422363
	Iteration 58Q: 3 clusters Score -6374395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6374392.500000 Penalty: 3553.422363
	Iteration 59Q: 3 clusters Score -6374392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6374394.000000 Penalty: 3553.422363
	Iteration 60F: 3 clusters Score -6374394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6374399.500000 Penalty: 3553.422363
	Iteration 61Q: 3 clusters Score -6374400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6374401.500000 Penalty: 3553.422363
	Iteration 62Q: 3 clusters Score -6374402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6374398.000000 Penalty: 3553.422363
	Iteration 63Q: 3 clusters Score -6374398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6374408.000000 Penalty: 3553.422363
	Iteration 64Q: 3 clusters Score -6374408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6374410.000000 Penalty: 3553.422363
	Iteration 65Q: 3 clusters Score -6374410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6374405.000000 Penalty: 3553.422363
	Iteration 66Q: 3 clusters Score -6374405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6374411.500000 Penalty: 3553.422363
	Iteration 67Q: 3 clusters Score -6374412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6374405.000000 Penalty: 3553.422363
	Iteration 68Q: 3 clusters Score -6374405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6374408.500000 Penalty: 3553.422363
	Iteration 69Q: 3 clusters Score -6374408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6374412.000000 Penalty: 3553.422363
	Iteration 70Q: 3 clusters Score -6374412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6374412.500000 Penalty: 3553.422363
	Iteration 71Q: 3 clusters Score -6374412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6374411.000000 Penalty: 3553.422363
	Iteration 72Q: 3 clusters Score -6374411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6374411.000000 Penalty: 3553.422363
	Iteration 73F: 3 clusters Score -6374411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -176282.937500 Penalty: 1202.302734
	Iteration 0F: 2 clusters Score -176282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174428.781250 Penalty: 2404.605469
	Iteration 0F: 3 clusters Score -174428.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -174806.343750 Penalty: 2404.605469
	Iteration 1F: 3 clusters Score -174806.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174899.281250 Penalty: 2404.605469
	Iteration 2F: 3 clusters Score -174899.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -174955.875000 Penalty: 2404.605469
	Iteration 3Q: 3 clusters Score -174955.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175004.921875 Penalty: 2404.605469
	Iteration 4Q: 3 clusters Score -175004.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -175038.484375 Penalty: 2404.605469
	Iteration 5Q: 3 clusters Score -175038.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175058.875000 Penalty: 2404.605469
	Iteration 6Q: 3 clusters Score -175058.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175077.000000 Penalty: 2404.605469
	Iteration 7Q: 3 clusters Score -175077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175092.593750 Penalty: 2404.605469
	Iteration 8Q: 3 clusters Score -175092.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175106.218750 Penalty: 2404.605469
	Iteration 9Q: 3 clusters Score -175106.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -175119.875000 Penalty: 2404.605469
	Iteration 10Q: 3 clusters Score -175119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -175136.796875 Penalty: 2404.605469
	Iteration 11Q: 3 clusters Score -175136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175158.703125 Penalty: 2404.605469
	Iteration 12Q: 3 clusters Score -175158.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175180.546875 Penalty: 2404.605469
	Iteration 13Q: 3 clusters Score -175180.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175196.875000 Penalty: 2404.605469
	Iteration 14Q: 3 clusters Score -175196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175212.812500 Penalty: 2404.605469
	Iteration 15Q: 3 clusters Score -175212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175220.812500 Penalty: 2404.605469
	Iteration 16Q: 3 clusters Score -175220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -175229.687500 Penalty: 2404.605469
	Iteration 17Q: 3 clusters Score -175229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -175244.562500 Penalty: 2404.605469
	Iteration 18Q: 3 clusters Score -175244.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175254.625000 Penalty: 2404.605469
	Iteration 19Q: 3 clusters Score -175254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175267.500000 Penalty: 2404.605469
	Iteration 20F: 3 clusters Score -175267.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -175276.750000 Penalty: 2404.605469
	Iteration 21Q: 3 clusters Score -175276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -175283.296875 Penalty: 2404.605469
	Iteration 22Q: 3 clusters Score -175283.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175288.375000 Penalty: 2404.605469
	Iteration 23Q: 3 clusters Score -175288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175293.781250 Penalty: 2404.605469
	Iteration 24Q: 3 clusters Score -175293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175296.359375 Penalty: 2404.605469
	Iteration 25Q: 3 clusters Score -175296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175298.187500 Penalty: 2404.605469
	Iteration 26Q: 3 clusters Score -175298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175299.234375 Penalty: 2404.605469
	Iteration 27Q: 3 clusters Score -175299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175303.078125 Penalty: 2404.605469
	Iteration 28Q: 3 clusters Score -175303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175309.656250 Penalty: 2404.605469
	Iteration 29Q: 3 clusters Score -175309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175314.484375 Penalty: 2404.605469
	Iteration 30Q: 3 clusters Score -175314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175318.781250 Penalty: 2404.605469
	Iteration 31Q: 3 clusters Score -175318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175325.015625 Penalty: 2404.605469
	Iteration 32Q: 3 clusters Score -175325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175332.437500 Penalty: 2404.605469
	Iteration 33Q: 3 clusters Score -175332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -175340.781250 Penalty: 2404.605469
	Iteration 34Q: 3 clusters Score -175340.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -175348.640625 Penalty: 2404.605469
	Iteration 35Q: 3 clusters Score -175348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175358.421875 Penalty: 2404.605469
	Iteration 36Q: 3 clusters Score -175358.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -175367.359375 Penalty: 2404.605469
	Iteration 37Q: 3 clusters Score -175367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175378.078125 Penalty: 2404.605469
	Iteration 38Q: 3 clusters Score -175378.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175390.359375 Penalty: 2404.605469
	Iteration 39Q: 3 clusters Score -175390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175397.031250 Penalty: 2404.605469
	Iteration 40F: 3 clusters Score -175397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -175402.718750 Penalty: 2404.605469
	Iteration 41Q: 3 clusters Score -175402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175410.109375 Penalty: 2404.605469
	Iteration 42Q: 3 clusters Score -175410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175421.703125 Penalty: 2404.605469
	Iteration 43Q: 3 clusters Score -175421.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -175434.265625 Penalty: 2404.605469
	Iteration 44Q: 3 clusters Score -175434.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -175443.015625 Penalty: 2404.605469
	Iteration 45Q: 3 clusters Score -175443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175451.796875 Penalty: 2404.605469
	Iteration 46Q: 3 clusters Score -175451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175463.812500 Penalty: 2404.605469
	Iteration 47Q: 3 clusters Score -175463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -175472.656250 Penalty: 2404.605469
	Iteration 48Q: 3 clusters Score -175472.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175481.687500 Penalty: 2404.605469
	Iteration 49Q: 3 clusters Score -175481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175486.609375 Penalty: 2404.605469
	Iteration 50Q: 3 clusters Score -175486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -175493.812500 Penalty: 2404.605469
	Iteration 51Q: 3 clusters Score -175493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175499.828125 Penalty: 2404.605469
	Iteration 52Q: 3 clusters Score -175499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -175504.453125 Penalty: 2404.605469
	Iteration 53Q: 3 clusters Score -175504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175507.281250 Penalty: 2404.605469
	Iteration 54Q: 3 clusters Score -175507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175510.859375 Penalty: 2404.605469
	Iteration 55Q: 3 clusters Score -175510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175514.203125 Penalty: 2404.605469
	Iteration 56Q: 3 clusters Score -175514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175516.656250 Penalty: 2404.605469
	Iteration 57Q: 3 clusters Score -175516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175517.656250 Penalty: 2404.605469
	Iteration 58Q: 3 clusters Score -175517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175519.406250 Penalty: 2404.605469
	Iteration 59Q: 3 clusters Score -175519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175519.406250 Penalty: 2404.605469
	Iteration 60F: 3 clusters Score -175519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -204488.890625 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -204488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -202479.796875 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -202479.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -202932.109375 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -202932.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203063.546875 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -203063.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203165.593750 Penalty: 2457.026123
	Iteration 3F: 3 clusters Score -203165.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -203233.906250 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -203233.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -203310.718750 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -203310.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203411.031250 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -203411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -203514.625000 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -203514.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -203637.781250 Penalty: 2457.026123
	Iteration 8F: 3 clusters Score -203637.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -203752.796875 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -203752.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -203843.234375 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -203843.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -203908.921875 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -203908.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -203973.390625 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -203973.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -204012.796875 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -204012.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -204032.578125 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -204032.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -204039.500000 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -204039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -204041.750000 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -204041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -204042.609375 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -204042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -204044.234375 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -204044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -204045.718750 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -204045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -204050.968750 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -204051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -204060.828125 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -204060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -204081.078125 Penalty: 2457.026123
	Iteration 22Q: 3 clusters Score -204081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -204096.390625 Penalty: 2457.026123
	Iteration 23Q: 3 clusters Score -204096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204109.218750 Penalty: 2457.026123
	Iteration 24Q: 3 clusters Score -204109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -204119.703125 Penalty: 2457.026123
	Iteration 25Q: 3 clusters Score -204119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -204134.625000 Penalty: 2457.026123
	Iteration 26Q: 3 clusters Score -204134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -204160.781250 Penalty: 2457.026123
	Iteration 27Q: 3 clusters Score -204160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -204179.796875 Penalty: 2457.026123
	Iteration 28Q: 3 clusters Score -204179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -204210.046875 Penalty: 2457.026123
	Iteration 29Q: 3 clusters Score -204210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -204228.781250 Penalty: 2457.026123
	Iteration 30Q: 3 clusters Score -204228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -204235.921875 Penalty: 2457.026123
	Iteration 31Q: 3 clusters Score -204235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -204238.875000 Penalty: 2457.026123
	Iteration 32Q: 3 clusters Score -204238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -204239.687500 Penalty: 2457.026123
	Iteration 33Q: 3 clusters Score -204239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -204240.531250 Penalty: 2457.026123
	Iteration 34Q: 3 clusters Score -204240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -204241.015625 Penalty: 2457.026123
	Iteration 35Q: 3 clusters Score -204241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -204242.609375 Penalty: 2457.026123
	Iteration 36F: 3 clusters Score -204242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204253.984375 Penalty: 2457.026123
	Iteration 37Q: 3 clusters Score -204254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204255.906250 Penalty: 2457.026123
	Iteration 38Q: 3 clusters Score -204255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204256.718750 Penalty: 2457.026123
	Iteration 39Q: 3 clusters Score -204256.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204256.718750 Penalty: 2457.026123
	Iteration 40F: 3 clusters Score -204256.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -512011.937500 Penalty: 1370.317627
	Iteration 0F: 2 clusters Score -512011.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -508284.906250 Penalty: 2740.635254
	Iteration 0F: 3 clusters Score -508284.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -509243.156250 Penalty: 2740.635254
	Iteration 1F: 3 clusters Score -509243.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -509377.406250 Penalty: 2740.635254
	Iteration 2F: 3 clusters Score -509377.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -509469.468750 Penalty: 2740.635254
	Iteration 3Q: 3 clusters Score -509469.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -509552.968750 Penalty: 2740.635254
	Iteration 4Q: 3 clusters Score -509553 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -509626.656250 Penalty: 2740.635254
	Iteration 5Q: 3 clusters Score -509626.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -509706.718750 Penalty: 2740.635254
	Iteration 6Q: 3 clusters Score -509706.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -509780.718750 Penalty: 2740.635254
	Iteration 7Q: 3 clusters Score -509780.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -509864.281250 Penalty: 2740.635254
	Iteration 8Q: 3 clusters Score -509864.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -509953.968750 Penalty: 2740.635254
	Iteration 9Q: 3 clusters Score -509954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -510035.656250 Penalty: 2740.635254
	Iteration 10Q: 3 clusters Score -510035.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -510127.343750 Penalty: 2740.635254
	Iteration 11Q: 3 clusters Score -510127.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -510239.000000 Penalty: 2740.635254
	Iteration 12Q: 3 clusters Score -510239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -510341.343750 Penalty: 2740.635254
	Iteration 13Q: 3 clusters Score -510341.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -510428.625000 Penalty: 2740.635254
	Iteration 14Q: 3 clusters Score -510428.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -510510.156250 Penalty: 2740.635254
	Iteration 15Q: 3 clusters Score -510510.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -510579.062500 Penalty: 2740.635254
	Iteration 16Q: 3 clusters Score -510579.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -510633.250000 Penalty: 2740.635254
	Iteration 17Q: 3 clusters Score -510633.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -510664.468750 Penalty: 2740.635254
	Iteration 18Q: 3 clusters Score -510664.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -510685.937500 Penalty: 2740.635254
	Iteration 19Q: 3 clusters Score -510685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -510705.250000 Penalty: 2740.635254
	Iteration 20F: 3 clusters Score -510705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -510725.375000 Penalty: 2740.635254
	Iteration 21Q: 3 clusters Score -510725.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -510747.000000 Penalty: 2740.635254
	Iteration 22Q: 3 clusters Score -510747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -510766.656250 Penalty: 2740.635254
	Iteration 23Q: 3 clusters Score -510766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -510777.062500 Penalty: 2740.635254
	Iteration 24Q: 3 clusters Score -510777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -510784.593750 Penalty: 2740.635254
	Iteration 25Q: 3 clusters Score -510784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -510792.531250 Penalty: 2740.635254
	Iteration 26Q: 3 clusters Score -510792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -510797.750000 Penalty: 2740.635254
	Iteration 27Q: 3 clusters Score -510797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -510801.750000 Penalty: 2740.635254
	Iteration 28Q: 3 clusters Score -510801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -510805.843750 Penalty: 2740.635254
	Iteration 29Q: 3 clusters Score -510805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -510809.250000 Penalty: 2740.635254
	Iteration 30Q: 3 clusters Score -510809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -510814.468750 Penalty: 2740.635254
	Iteration 31Q: 3 clusters Score -510814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -510818.593750 Penalty: 2740.635254
	Iteration 32Q: 3 clusters Score -510818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -510821.187500 Penalty: 2740.635254
	Iteration 33Q: 3 clusters Score -510821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -510824.750000 Penalty: 2740.635254
	Iteration 34Q: 3 clusters Score -510824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -510829.312500 Penalty: 2740.635254
	Iteration 35Q: 3 clusters Score -510829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -510834.531250 Penalty: 2740.635254
	Iteration 36Q: 3 clusters Score -510834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -510839.156250 Penalty: 2740.635254
	Iteration 37Q: 3 clusters Score -510839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -510843.562500 Penalty: 2740.635254
	Iteration 38Q: 3 clusters Score -510843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -510847.812500 Penalty: 2740.635254
	Iteration 39Q: 3 clusters Score -510847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -510850.031250 Penalty: 2740.635254
	Iteration 40F: 3 clusters Score -510850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -510850.281250 Penalty: 2740.635254
	Iteration 41Q: 3 clusters Score -510850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -510850.281250 Penalty: 2740.635254
	Iteration 42F: 3 clusters Score -510850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Entering Unmasked Estep 
Score: -2075077.375000 Penalty: 1602.640747
	Iteration 0F: 2 clusters Score -2075077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2062039.750000 Penalty: 3205.281494
	Iteration 0F: 3 clusters Score -2062040 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2067292.500000 Penalty: 3205.281494
	Iteration 1F: 3 clusters Score -2067292 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2069122.625000 Penalty: 3205.281494
	Iteration 2F: 3 clusters Score -2069123 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2071736.875000 Penalty: 3205.281494
	Iteration 3F: 3 clusters Score -2071737 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2074039.750000 Penalty: 3205.281494
	Iteration 4F: 3 clusters Score -2074040 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2075561.750000 Penalty: 3205.281494
	Iteration 5F: 3 clusters Score -2075562 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2076529.875000 Penalty: 3205.281494
	Iteration 6F: 3 clusters Score -2076530 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2077175.875000 Penalty: 3205.281494
	Iteration 7Q: 3 clusters Score -2077176 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2077602.125000 Penalty: 3205.281494
	Iteration 8Q: 3 clusters Score -2077602 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2077822.500000 Penalty: 3205.281494
	Iteration 9Q: 3 clusters Score -2077822 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2077946.750000 Penalty: 3205.281494
	Iteration 10Q: 3 clusters Score -2077947 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2078045.375000 Penalty: 3205.281494
	Iteration 11Q: 3 clusters Score -2078045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2078109.500000 Penalty: 3205.281494
	Iteration 12Q: 3 clusters Score -2078110 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2078152.375000 Penalty: 3205.281494
	Iteration 13Q: 3 clusters Score -2078152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2078181.625000 Penalty: 3205.281494
	Iteration 14Q: 3 clusters Score -2078182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2078186.875000 Penalty: 3205.281494
	Iteration 15Q: 3 clusters Score -2078187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2078191.500000 Penalty: 3205.281494
	Iteration 16Q: 3 clusters Score -2078192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2078191.125000 Penalty: 3205.281494
	Iteration 17Q: 3 clusters Score -2078191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2078193.875000 Penalty: 3205.281494
	Iteration 18Q: 3 clusters Score -2078194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2078196.000000 Penalty: 3205.281494
	Iteration 19Q: 3 clusters Score -2078196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2078195.500000 Penalty: 3205.281494
	Iteration 20F: 3 clusters Score -2078196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2078195.375000 Penalty: 3205.281494
	Iteration 21Q: 3 clusters Score -2078195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2078197.375000 Penalty: 3205.281494
	Iteration 22Q: 3 clusters Score -2078197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2078197.375000 Penalty: 3205.281494
	Iteration 23F: 3 clusters Score -2078197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 77207 members 
Mstep: Class 3 contains 48501 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 116111 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 143017 members 
Mstep: Class 12 contains 56028 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 18034 members 
Mstep: Class 22 contains 86566 members 
Mstep: Class 23 contains 12923 members 
Entering Unmasked Estep 
Score: -64723900.000000 Penalty: 36686.867188
Splitting cluster 19 changes total score from -64697788.000000 to -64723900.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (86566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Entering Unmasked Estep 
Score: -9677354.000000 Penalty: 1847.407715
	Iteration 0F: 2 clusters Score -9677354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -9619623.000000 Penalty: 3694.815430
	Iteration 0F: 3 clusters Score -9619623 nChanged 41139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -9643242.000000 Penalty: 3694.815430
	Iteration 1F: 3 clusters Score -9643242 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9643708.000000 Penalty: 3694.815430
	Iteration 2Q: 3 clusters Score -9643708 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -9644362.000000 Penalty: 3694.815430
	Iteration 3Q: 3 clusters Score -9644362 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -9645182.000000 Penalty: 3694.815430
	Iteration 4Q: 3 clusters Score -9645182 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9646269.000000 Penalty: 3694.815430
	Iteration 5Q: 3 clusters Score -9646269 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -9647903.000000 Penalty: 3694.815430
	Iteration 6Q: 3 clusters Score -9647903 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -9650305.000000 Penalty: 3694.815430
	Iteration 7F: 3 clusters Score -9650305 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -9654028.000000 Penalty: 3694.815430
	Iteration 8F: 3 clusters Score -9654028 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9658498.000000 Penalty: 3694.815430
	Iteration 9F: 3 clusters Score -9658498 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -9662175.000000 Penalty: 3694.815430
	Iteration 10F: 3 clusters Score -9662175 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -9663959.000000 Penalty: 3694.815430
	Iteration 11Q: 3 clusters Score -9663959 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -9664826.000000 Penalty: 3694.815430
	Iteration 12Q: 3 clusters Score -9664826 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -9665467.000000 Penalty: 3694.815430
	Iteration 13Q: 3 clusters Score -9665467 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -9666062.000000 Penalty: 3694.815430
	Iteration 14Q: 3 clusters Score -9666062 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -9666758.000000 Penalty: 3694.815430
	Iteration 15Q: 3 clusters Score -9666758 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -9667327.000000 Penalty: 3694.815430
	Iteration 16Q: 3 clusters Score -9667327 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -9667970.000000 Penalty: 3694.815430
	Iteration 17Q: 3 clusters Score -9667970 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -9668548.000000 Penalty: 3694.815430
	Iteration 18Q: 3 clusters Score -9668548 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9669113.000000 Penalty: 3694.815430
	Iteration 19Q: 3 clusters Score -9669113 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -9669607.000000 Penalty: 3694.815430
	Iteration 20F: 3 clusters Score -9669607 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -9670053.000000 Penalty: 3694.815430
	Iteration 21Q: 3 clusters Score -9670053 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -9670396.000000 Penalty: 3694.815430
	Iteration 22Q: 3 clusters Score -9670396 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -9670741.000000 Penalty: 3694.815430
	Iteration 23Q: 3 clusters Score -9670741 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -9670998.000000 Penalty: 3694.815430
	Iteration 24Q: 3 clusters Score -9670998 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -9671314.000000 Penalty: 3694.815430
	Iteration 25Q: 3 clusters Score -9671314 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -9671564.000000 Penalty: 3694.815430
	Iteration 26Q: 3 clusters Score -9671564 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9671823.000000 Penalty: 3694.815430
	Iteration 27Q: 3 clusters Score -9671823 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -9672080.000000 Penalty: 3694.815430
	Iteration 28Q: 3 clusters Score -9672080 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -9672308.000000 Penalty: 3694.815430
	Iteration 29Q: 3 clusters Score -9672308 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9672469.000000 Penalty: 3694.815430
	Iteration 30Q: 3 clusters Score -9672469 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -9672651.000000 Penalty: 3694.815430
	Iteration 31Q: 3 clusters Score -9672651 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -9672851.000000 Penalty: 3694.815430
	Iteration 32Q: 3 clusters Score -9672851 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -9673079.000000 Penalty: 3694.815430
	Iteration 33Q: 3 clusters Score -9673079 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -9673269.000000 Penalty: 3694.815430
	Iteration 34Q: 3 clusters Score -9673269 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -9673433.000000 Penalty: 3694.815430
	Iteration 35Q: 3 clusters Score -9673433 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -9673606.000000 Penalty: 3694.815430
	Iteration 36Q: 3 clusters Score -9673606 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -9673721.000000 Penalty: 3694.815430
	Iteration 37Q: 3 clusters Score -9673721 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -9673871.000000 Penalty: 3694.815430
	Iteration 38Q: 3 clusters Score -9673871 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -9674005.000000 Penalty: 3694.815430
	Iteration 39Q: 3 clusters Score -9674005 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -9674154.000000 Penalty: 3694.815430
	Iteration 40F: 3 clusters Score -9674154 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -9674261.000000 Penalty: 3694.815430
	Iteration 41Q: 3 clusters Score -9674261 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9674375 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9674458 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9674583 nChanged 291
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Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9674621 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9674638 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 80726 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9674714 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9674757 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9674757 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9674806 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9674848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9674876 nChanged 172
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9674892 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9674911 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9674976 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9675029 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9675110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -9675131.000000 Penalty: 3694.815430
	Iteration 59Q: 3 clusters Score -9675131 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9675180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9675222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9675215 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9675221 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9675285 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -9675332.000000 Penalty: 3694.815430
	Iteration 65Q: 3 clusters Score -9675332 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9675374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9675405 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9675444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9675456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9675465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9675501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9675532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9675567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9675575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9675574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9675590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9675590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9675594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -9675609.000000 Penalty: 3694.815430
	Iteration 79Q: 3 clusters Score -9675609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9675594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9675605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9675611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9675620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9675605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9675611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -9675623.000000 Penalty: 3694.815430
	Iteration 86Q: 3 clusters Score -9675623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -9675622.000000 Penalty: 3694.815430
	Iteration 87Q: 3 clusters Score -9675622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9675635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -9675631.000000 Penalty: 3694.815430
	Iteration 89Q: 3 clusters Score -9675631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9675645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -9675638.000000 Penalty: 3694.815430
	Iteration 91Q: 3 clusters Score -9675638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9675628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -9675621.000000 Penalty: 3694.815430
	Iteration 93Q: 3 clusters Score -9675621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -9675633.000000 Penalty: 3694.815430
	Iteration 94Q: 3 clusters Score -9675633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9675638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9675637 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9675631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9675638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -9675641.000000 Penalty: 3694.815430
	Iteration 99Q: 3 clusters Score -9675641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -9675653.000000 Penalty: 3694.815430
	Iteration 100F: 3 clusters Score -9675653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -9675654.000000 Penalty: 3694.815430
	Iteration 101Q: 3 clusters Score -9675654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9675651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -9675663.000000 Penalty: 3694.815430
	Iteration 103Q: 3 clusters Score -9675663 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9675666 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -9675668.000000 Penalty: 3694.815430
	Iteration 105Q: 3 clusters Score -9675668 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -9675678.000000 Penalty: 3694.815430
	Iteration 106Q: 3 clusters Score -9675678 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -9675682.000000 Penalty: 3694.815430
	Iteration 107Q: 3 clusters Score -9675682 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9675684 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -9675697.000000 Penalty: 3694.815430
	Iteration 109Q: 3 clusters Score -9675697 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -9675711.000000 Penalty: 3694.815430
	Iteration 110Q: 3 clusters Score -9675711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -9675707.000000 Penalty: 3694.815430
	Iteration 111Q: 3 clusters Score -9675707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9675714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -9675724.000000 Penalty: 3694.815430
	Iteration 113Q: 3 clusters Score -9675724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -9675720.000000 Penalty: 3694.815430
	Iteration 114Q: 3 clusters Score -9675720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -9675718.000000 Penalty: 3694.815430
	Iteration 115Q: 3 clusters Score -9675718 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -9675716.000000 Penalty: 3694.815430
	Iteration 116Q: 3 clusters Score -9675716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9675714 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9675703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -9675705.000000 Penalty: 3694.815430
	Iteration 119Q: 3 clusters Score -9675705 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9675708 nChanged 9
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Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9675710 nChanged 9
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9675710 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9675703 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9675704 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9675708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -9675711.000000 Penalty: 3694.815430
	Iteration 126Q: 3 clusters Score -9675711 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -9675720.000000 Penalty: 3694.815430
	Iteration 127Q: 3 clusters Score -9675720 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -9675725.000000 Penalty: 3694.815430
	Iteration 128Q: 3 clusters Score -9675725 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
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Entering Unmasked Estep 
Score: -9675716.000000 Penalty: 3694.815430
	Iteration 129Q: 3 clusters Score -9675716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9675720 nChanged 21
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -9675723.000000 Penalty: 3694.815430
	Iteration 131Q: 3 clusters Score -9675723 nChanged 19
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Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -9675730.000000 Penalty: 3694.815430
	Iteration 132Q: 3 clusters Score -9675730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -9675740.000000 Penalty: 3694.815430
	Iteration 133Q: 3 clusters Score -9675740 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -9675738.000000 Penalty: 3694.815430
	Iteration 134Q: 3 clusters Score -9675738 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9675736.000000 Penalty: 3694.815430
	Iteration 135Q: 3 clusters Score -9675736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -9675747.000000 Penalty: 3694.815430
	Iteration 136Q: 3 clusters Score -9675747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -9675751.000000 Penalty: 3694.815430
	Iteration 137Q: 3 clusters Score -9675751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -9675766.000000 Penalty: 3694.815430
	Iteration 138Q: 3 clusters Score -9675766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -9675756.000000 Penalty: 3694.815430
	Iteration 139Q: 3 clusters Score -9675756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -9675768.000000 Penalty: 3694.815430
	Iteration 140F: 3 clusters Score -9675768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -9675777.000000 Penalty: 3694.815430
	Iteration 141Q: 3 clusters Score -9675777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -9675779.000000 Penalty: 3694.815430
	Iteration 142Q: 3 clusters Score -9675779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -9675772.000000 Penalty: 3694.815430
	Iteration 143Q: 3 clusters Score -9675772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -9675782.000000 Penalty: 3694.815430
	Iteration 144Q: 3 clusters Score -9675782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -9675788.000000 Penalty: 3694.815430
	Iteration 145Q: 3 clusters Score -9675788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -9675795.000000 Penalty: 3694.815430
	Iteration 146Q: 3 clusters Score -9675795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -9675793.000000 Penalty: 3694.815430
	Iteration 147Q: 3 clusters Score -9675793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -9675801.000000 Penalty: 3694.815430
	Iteration 148Q: 3 clusters Score -9675801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -9675807.000000 Penalty: 3694.815430
	Iteration 149Q: 3 clusters Score -9675807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -9675806.000000 Penalty: 3694.815430
	Iteration 150Q: 3 clusters Score -9675806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -9675805.000000 Penalty: 3694.815430
	Iteration 151Q: 3 clusters Score -9675805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -9675812.000000 Penalty: 3694.815430
	Iteration 152Q: 3 clusters Score -9675812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -9675812.000000 Penalty: 3694.815430
	Iteration 153Q: 3 clusters Score -9675812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -9675812.000000 Penalty: 3694.815430
	Iteration 154F: 3 clusters Score -9675812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Entering Unmasked Estep 
Score: -1476783.125000 Penalty: 1538.349121
	Iteration 0F: 2 clusters Score -1476783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1467723.500000 Penalty: 3076.698242
	Iteration 0F: 3 clusters Score -1467724 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1470887.875000 Penalty: 3076.698242
	Iteration 1F: 3 clusters Score -1470888 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1471187.875000 Penalty: 3076.698242
	Iteration 2F: 3 clusters Score -1471188 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1471470.250000 Penalty: 3076.698242
	Iteration 3Q: 3 clusters Score -1471470 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1471797.500000 Penalty: 3076.698242
	Iteration 4Q: 3 clusters Score -1471798 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1472181.875000 Penalty: 3076.698242
	Iteration 5F: 3 clusters Score -1472182 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1472709.000000 Penalty: 3076.698242
	Iteration 6F: 3 clusters Score -1472709 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1473345.750000 Penalty: 3076.698242
	Iteration 7F: 3 clusters Score -1473346 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1474002.875000 Penalty: 3076.698242
	Iteration 8F: 3 clusters Score -1474003 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1474575.750000 Penalty: 3076.698242
	Iteration 9F: 3 clusters Score -1474576 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1474900.250000 Penalty: 3076.698242
	Iteration 10Q: 3 clusters Score -1474900 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1475035.750000 Penalty: 3076.698242
	Iteration 11Q: 3 clusters Score -1475036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1475112.000000 Penalty: 3076.698242
	Iteration 12Q: 3 clusters Score -1475112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1475159.875000 Penalty: 3076.698242
	Iteration 13Q: 3 clusters Score -1475160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1475207.125000 Penalty: 3076.698242
	Iteration 14Q: 3 clusters Score -1475207 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1475246.375000 Penalty: 3076.698242
	Iteration 15Q: 3 clusters Score -1475246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1475289.250000 Penalty: 3076.698242
	Iteration 16Q: 3 clusters Score -1475289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1475321.250000 Penalty: 3076.698242
	Iteration 17Q: 3 clusters Score -1475321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1475351.875000 Penalty: 3076.698242
	Iteration 18Q: 3 clusters Score -1475352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1475374.375000 Penalty: 3076.698242
	Iteration 19Q: 3 clusters Score -1475374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1475389.125000 Penalty: 3076.698242
	Iteration 20F: 3 clusters Score -1475389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1475408.125000 Penalty: 3076.698242
	Iteration 21Q: 3 clusters Score -1475408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1475425.500000 Penalty: 3076.698242
	Iteration 22Q: 3 clusters Score -1475426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1475441.750000 Penalty: 3076.698242
	Iteration 23Q: 3 clusters Score -1475442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1475455.000000 Penalty: 3076.698242
	Iteration 24Q: 3 clusters Score -1475455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1475464.625000 Penalty: 3076.698242
	Iteration 25Q: 3 clusters Score -1475465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1475481.250000 Penalty: 3076.698242
	Iteration 26Q: 3 clusters Score -1475481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1475490.000000 Penalty: 3076.698242
	Iteration 27Q: 3 clusters Score -1475490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1475498.500000 Penalty: 3076.698242
	Iteration 28Q: 3 clusters Score -1475498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1475505.125000 Penalty: 3076.698242
	Iteration 29Q: 3 clusters Score -1475505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1475515.625000 Penalty: 3076.698242
	Iteration 30Q: 3 clusters Score -1475516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1475532.625000 Penalty: 3076.698242
	Iteration 31Q: 3 clusters Score -1475533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1475539.500000 Penalty: 3076.698242
	Iteration 32Q: 3 clusters Score -1475540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1475555.000000 Penalty: 3076.698242
	Iteration 33Q: 3 clusters Score -1475555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1475561.625000 Penalty: 3076.698242
	Iteration 34Q: 3 clusters Score -1475562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1475566.875000 Penalty: 3076.698242
	Iteration 35Q: 3 clusters Score -1475567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1475571.250000 Penalty: 3076.698242
	Iteration 36Q: 3 clusters Score -1475571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1475582.125000 Penalty: 3076.698242
	Iteration 37Q: 3 clusters Score -1475582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1475593.250000 Penalty: 3076.698242
	Iteration 38Q: 3 clusters Score -1475593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1475599.625000 Penalty: 3076.698242
	Iteration 39Q: 3 clusters Score -1475600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1475602.625000 Penalty: 3076.698242
	Iteration 40F: 3 clusters Score -1475603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1475611.500000 Penalty: 3076.698242
	Iteration 41Q: 3 clusters Score -1475612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1475615.875000 Penalty: 3076.698242
	Iteration 42Q: 3 clusters Score -1475616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1475622.875000 Penalty: 3076.698242
	Iteration 43Q: 3 clusters Score -1475623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1475624.250000 Penalty: 3076.698242
	Iteration 44Q: 3 clusters Score -1475624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1475627.625000 Penalty: 3076.698242
	Iteration 45Q: 3 clusters Score -1475628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1475630.000000 Penalty: 3076.698242
	Iteration 46Q: 3 clusters Score -1475630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1475632.875000 Penalty: 3076.698242
	Iteration 47Q: 3 clusters Score -1475633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1475635.125000 Penalty: 3076.698242
	Iteration 48Q: 3 clusters Score -1475635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1475638.250000 Penalty: 3076.698242
	Iteration 49Q: 3 clusters Score -1475638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1475641.125000 Penalty: 3076.698242
	Iteration 50Q: 3 clusters Score -1475641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1475642.375000 Penalty: 3076.698242
	Iteration 51Q: 3 clusters Score -1475642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1475647.000000 Penalty: 3076.698242
	Iteration 52Q: 3 clusters Score -1475647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1475646.625000 Penalty: 3076.698242
	Iteration 53Q: 3 clusters Score -1475647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1475646.875000 Penalty: 3076.698242
	Iteration 54Q: 3 clusters Score -1475647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1475652.375000 Penalty: 3076.698242
	Iteration 55Q: 3 clusters Score -1475652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1475652.625000 Penalty: 3076.698242
	Iteration 56Q: 3 clusters Score -1475653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1475653.250000 Penalty: 3076.698242
	Iteration 57Q: 3 clusters Score -1475653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1475656.625000 Penalty: 3076.698242
	Iteration 58Q: 3 clusters Score -1475657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1475657.750000 Penalty: 3076.698242
	Iteration 59Q: 3 clusters Score -1475658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1475655.750000 Penalty: 3076.698242
	Iteration 60F: 3 clusters Score -1475656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1475658.125000 Penalty: 3076.698242
	Iteration 61Q: 3 clusters Score -1475658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1475659.625000 Penalty: 3076.698242
	Iteration 62Q: 3 clusters Score -1475660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1475659.750000 Penalty: 3076.698242
	Iteration 63Q: 3 clusters Score -1475660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1475664.750000 Penalty: 3076.698242
	Iteration 64Q: 3 clusters Score -1475665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1475663.000000 Penalty: 3076.698242
	Iteration 65Q: 3 clusters Score -1475663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1475664.250000 Penalty: 3076.698242
	Iteration 66Q: 3 clusters Score -1475664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1475664.250000 Penalty: 3076.698242
	Iteration 67F: 3 clusters Score -1475664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 3 contains 48501 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 8 contains 116111 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 143017 members 
Mstep: Class 12 contains 56028 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 18034 members 
Mstep: Class 22 contains 86566 members 
Mstep: Class 23 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64728480.000000 Penalty: 36686.867188
Iteration 39Q: 18 clusters Score -6.472848e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 74811 members 
Mstep: Class 3 contains 48645 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 115923 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 144740 members 
Mstep: Class 12 contains 56199 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 18755 members 
Mstep: Class 22 contains 86575 members 
Mstep: Class 23 contains 13112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64732440.000000 Penalty: 36686.867188
Iteration 40F: 18 clusters Score -6.473244e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 74519 members 
Mstep: Class 3 contains 48759 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 115617 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 145019 members 
Mstep: Class 12 contains 56218 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 19357 members 
Mstep: Class 22 contains 86571 members 
Mstep: Class 23 contains 13136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734208.000000 Penalty: 36686.867188
Iteration 41Q: 18 clusters Score -6.473421e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 74102 members 
Mstep: Class 3 contains 48851 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 115436 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 145373 members 
Mstep: Class 12 contains 56224 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 4594 members 
Mstep: Class 19 contains 19923 members 
Mstep: Class 22 contains 86565 members 
Mstep: Class 23 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64734800.000000 Penalty: 36686.867188
Iteration 42Q: 18 clusters Score -6.47348e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 73715 members 
Mstep: Class 3 contains 48949 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 115310 members 
Mstep: Class 10 contains 1977 members 
Mstep: Class 11 contains 145646 members 
Mstep: Class 12 contains 56232 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 20348 members 
Mstep: Class 22 contains 86564 members 
Mstep: Class 23 contains 13145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735008.000000 Penalty: 36686.867188
Iteration 43Q: 18 clusters Score -6.473501e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 73379 members 
Mstep: Class 3 contains 49015 members 
Mstep: Class 4 contains 1534 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 8 contains 115219 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 145909 members 
Mstep: Class 12 contains 56220 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 20679 members 
Mstep: Class 22 contains 86558 members 
Mstep: Class 23 contains 13131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735316.000000 Penalty: 36686.867188
Iteration 44Q: 18 clusters Score -6.473532e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 73079 members 
Mstep: Class 3 contains 49101 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 9482 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 115147 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 146183 members 
Mstep: Class 12 contains 56167 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 17 contains 1893 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 22 contains 86556 members 
Mstep: Class 23 contains 13094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735388.000000 Penalty: 36686.867188
Iteration 45Q: 18 clusters Score -6.473539e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 72811 members 
Mstep: Class 3 contains 49175 members 
Mstep: Class 4 contains 1530 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 9359 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 115086 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 146432 members 
Mstep: Class 12 contains 56110 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 21208 members 
Mstep: Class 22 contains 86558 members 
Mstep: Class 23 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735396.000000 Penalty: 36686.867188
Iteration 46Q: 18 clusters Score -6.47354e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 72577 members 
Mstep: Class 3 contains 49279 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 9244 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 115003 members 
Mstep: Class 10 contains 1930 members 
Mstep: Class 11 contains 146646 members 
Mstep: Class 12 contains 56058 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 21432 members 
Mstep: Class 22 contains 86558 members 
Mstep: Class 23 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735668.000000 Penalty: 36686.867188
Iteration 47Q: 18 clusters Score -6.473567e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 72387 members 
Mstep: Class 3 contains 49368 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 114969 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 146796 members 
Mstep: Class 12 contains 56010 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 21615 members 
Mstep: Class 22 contains 86561 members 
Mstep: Class 23 contains 12949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735832.000000 Penalty: 36686.867188
Iteration 48Q: 18 clusters Score -6.473583e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 72220 members 
Mstep: Class 3 contains 49459 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 1775 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 114934 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 146936 members 
Mstep: Class 12 contains 55964 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 21794 members 
Mstep: Class 22 contains 86559 members 
Mstep: Class 23 contains 12895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735768.000000 Penalty: 36686.867188
Iteration 49Q: 18 clusters Score -6.473577e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 72072 members 
Mstep: Class 3 contains 49555 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 9003 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 114895 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 147049 members 
Mstep: Class 12 contains 55908 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 21960 members 
Mstep: Class 22 contains 86561 members 
Mstep: Class 23 contains 12856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64735924.000000 Penalty: 36686.867188
Iteration 50Q: 18 clusters Score -6.473592e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71944 members 
Mstep: Class 3 contains 49644 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 8928 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 114897 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 147147 members 
Mstep: Class 12 contains 55844 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 22111 members 
Mstep: Class 22 contains 86559 members 
Mstep: Class 23 contains 12807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736032.000000 Penalty: 36686.867188
Iteration 51Q: 18 clusters Score -6.473603e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 71850 members 
Mstep: Class 3 contains 49747 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 114922 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 147158 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 22244 members 
Mstep: Class 22 contains 86557 members 
Mstep: Class 23 contains 12773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736212.000000 Penalty: 36686.867188
Iteration 52Q: 18 clusters Score -6.473621e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 71764 members 
Mstep: Class 3 contains 49847 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 8808 members 
Mstep: Class 7 contains 1085 members 
Mstep: Class 8 contains 114933 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 147192 members 
Mstep: Class 12 contains 55723 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 22348 members 
Mstep: Class 22 contains 86556 members 
Mstep: Class 23 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736176.000000 Penalty: 36686.867188
Iteration 53Q: 18 clusters Score -6.473618e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 71680 members 
Mstep: Class 3 contains 49932 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 1085 members 
Mstep: Class 8 contains 114906 members 
Mstep: Class 10 contains 1911 members 
Mstep: Class 11 contains 147249 members 
Mstep: Class 12 contains 55689 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 22429 members 
Mstep: Class 22 contains 86549 members 
Mstep: Class 23 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -6.473629e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71595 members 
Mstep: Class 3 contains 49998 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 1089 members 
Mstep: Class 8 contains 114897 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 147317 members 
Mstep: Class 12 contains 55638 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 22484 members 
Mstep: Class 22 contains 86547 members 
Mstep: Class 23 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736304.000000 Penalty: 36686.867188
Iteration 55Q: 18 clusters Score -6.47363e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 71519 members 
Mstep: Class 3 contains 50050 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 114895 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 147366 members 
Mstep: Class 12 contains 55601 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 22541 members 
Mstep: Class 22 contains 86547 members 
Mstep: Class 23 contains 12646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736320.000000 Penalty: 36686.867188
Iteration 56Q: 18 clusters Score -6.473632e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 71449 members 
Mstep: Class 3 contains 50097 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 8726 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 114888 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 147424 members 
Mstep: Class 12 contains 55578 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 22599 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736392.000000 Penalty: 36686.867188
Iteration 57Q: 18 clusters Score -6.473639e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 71390 members 
Mstep: Class 3 contains 50136 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 114879 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 147463 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 22645 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736528.000000 Penalty: 36686.867188
Iteration 58Q: 18 clusters Score -6.473653e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71351 members 
Mstep: Class 3 contains 50179 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 114870 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 147483 members 
Mstep: Class 12 contains 55528 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 22686 members 
Mstep: Class 22 contains 86547 members 
Mstep: Class 23 contains 12561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736500.000000 Penalty: 36686.867188
Iteration 59Q: 18 clusters Score -6.47365e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71302 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 114876 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 147512 members 
Mstep: Class 12 contains 55503 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 22713 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736828.000000 Penalty: 36686.867188
Iteration 60F: 18 clusters Score -6.473683e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71251 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 114879 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 147525 members 
Mstep: Class 12 contains 55485 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 22 contains 86547 members 
Mstep: Class 23 contains 12527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 18 clusters Score -6.473701e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71219 members 
Mstep: Class 3 contains 50259 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1698 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 114878 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 147526 members 
Mstep: Class 12 contains 55458 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 22799 members 
Mstep: Class 22 contains 86547 members 
Mstep: Class 23 contains 12518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 18 clusters Score -6.473696e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71189 members 
Mstep: Class 3 contains 50285 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1696 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 114872 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 147521 members 
Mstep: Class 12 contains 55455 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 22839 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12504 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -6.47369e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71153 members 
Mstep: Class 3 contains 50309 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 8728 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 114874 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 147533 members 
Mstep: Class 12 contains 55445 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 22869 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736824.000000 Penalty: 36686.867188
Iteration 64Q: 18 clusters Score -6.473682e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71123 members 
Mstep: Class 3 contains 50330 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1694 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 114873 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 147543 members 
Mstep: Class 12 contains 55434 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12479 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -6.473678e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71096 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 114887 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 147552 members 
Mstep: Class 12 contains 55428 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 22921 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12460 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -6.473684e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 71063 members 
Mstep: Class 3 contains 50359 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1691 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 114885 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 147585 members 
Mstep: Class 12 contains 55416 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 22949 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 12446 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -6.473692e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 71032 members 
Mstep: Class 3 contains 50370 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 114895 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 147620 members 
Mstep: Class 12 contains 55395 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 22975 members 
Mstep: Class 22 contains 86546 members 
Mstep: Class 23 contains 12434 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -6.473677e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 71001 members 
Mstep: Class 3 contains 50390 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 8692 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 114899 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 147633 members 
Mstep: Class 12 contains 55386 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 23002 members 
Mstep: Class 22 contains 86544 members 
Mstep: Class 23 contains 12423 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -6.473677e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 70976 members 
Mstep: Class 3 contains 50406 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 114902 members 
Mstep: Class 10 contains 1930 members 
Mstep: Class 11 contains 147647 members 
Mstep: Class 12 contains 55371 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 23035 members 
Mstep: Class 22 contains 86545 members 
Mstep: Class 23 contains 12416 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -6.473677e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70946 members 
Mstep: Class 3 contains 50433 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 114907 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 147647 members 
Mstep: Class 12 contains 55362 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 23070 members 
Mstep: Class 22 contains 86544 members 
Mstep: Class 23 contains 12406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736796.000000 Penalty: 36686.867188
Iteration 71Q: 18 clusters Score -6.47368e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70916 members 
Mstep: Class 3 contains 50453 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 114908 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 147640 members 
Mstep: Class 12 contains 55366 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 23099 members 
Mstep: Class 22 contains 86543 members 
Mstep: Class 23 contains 12405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736872.000000 Penalty: 36686.867188
Iteration 72Q: 18 clusters Score -6.473687e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 70883 members 
Mstep: Class 3 contains 50472 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 114919 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 147622 members 
Mstep: Class 12 contains 55373 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 23139 members 
Mstep: Class 22 contains 86543 members 
Mstep: Class 23 contains 12403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736852.000000 Penalty: 36686.867188
Iteration 73Q: 18 clusters Score -6.473685e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 70850 members 
Mstep: Class 3 contains 50492 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1660 members 
Mstep: Class 6 contains 8620 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 114915 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 147620 members 
Mstep: Class 12 contains 55371 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 23175 members 
Mstep: Class 22 contains 86545 members 
Mstep: Class 23 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736788.000000 Penalty: 36686.867188
Iteration 74Q: 18 clusters Score -6.473679e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 70812 members 
Mstep: Class 3 contains 50521 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 8606 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 114906 members 
Mstep: Class 10 contains 1943 members 
Mstep: Class 11 contains 147610 members 
Mstep: Class 12 contains 55367 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4598 members 
Mstep: Class 19 contains 23215 members 
Mstep: Class 22 contains 86543 members 
Mstep: Class 23 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736720.000000 Penalty: 36686.867188
Iteration 75Q: 18 clusters Score -6.473672e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 70781 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 8594 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 114908 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 147582 members 
Mstep: Class 12 contains 55354 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 23259 members 
Mstep: Class 22 contains 86542 members 
Mstep: Class 23 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736720.000000 Penalty: 36686.867188
Iteration 76Q: 18 clusters Score -6.473672e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 70763 members 
Mstep: Class 3 contains 50567 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 8575 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 114909 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 147557 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23300 members 
Mstep: Class 22 contains 86539 members 
Mstep: Class 23 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736708.000000 Penalty: 36686.867188
Iteration 77Q: 18 clusters Score -6.473671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 70742 members 
Mstep: Class 3 contains 50581 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 114897 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 147543 members 
Mstep: Class 12 contains 55347 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23362 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736804.000000 Penalty: 36686.867188
Iteration 78Q: 18 clusters Score -6.47368e+07 nChanged 214
Entering ConstructFrom: 
Score: -64736804.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -129469.039062 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -129469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127920.726562 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -127920.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128157.617188 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -128157.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128212.484375 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -128212.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128249.398438 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -128249.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -128273.078125 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -128273.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128296.804688 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -128296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128311.210938 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -128311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128314.718750 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -128314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128316.312500 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -128316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128317.023438 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -128317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128317.023438 Penalty: 2297.709229
	Iteration 10F: 3 clusters Score -128317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Entering Unmasked Estep 
Score: -8042585.500000 Penalty: 1814.551270
	Iteration 0F: 2 clusters Score -8042586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7995302.000000 Penalty: 3629.102539
	Iteration 0F: 3 clusters Score -7995302 nChanged 33487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8014702.500000 Penalty: 3629.102539
	Iteration 1F: 3 clusters Score -8014702 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8015627.500000 Penalty: 3629.102539
	Iteration 2Q: 3 clusters Score -8015628 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8017027.000000 Penalty: 3629.102539
	Iteration 3Q: 3 clusters Score -8017027 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -8019418.500000 Penalty: 3629.102539
	Iteration 4F: 3 clusters Score -8019418 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8023157.500000 Penalty: 3629.102539
	Iteration 5F: 3 clusters Score -8023158 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -8028006.000000 Penalty: 3629.102539
	Iteration 6F: 3 clusters Score -8028006 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -8032922.500000 Penalty: 3629.102539
	Iteration 7F: 3 clusters Score -8032922 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -8036319.000000 Penalty: 3629.102539
	Iteration 8Q: 3 clusters Score -8036319 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -8038243.500000 Penalty: 3629.102539
	Iteration 9Q: 3 clusters Score -8038244 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8039329.000000 Penalty: 3629.102539
	Iteration 10Q: 3 clusters Score -8039329 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8039977.500000 Penalty: 3629.102539
	Iteration 11Q: 3 clusters Score -8039978 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8040383.000000 Penalty: 3629.102539
	Iteration 12Q: 3 clusters Score -8040383 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8040630.000000 Penalty: 3629.102539
	Iteration 13Q: 3 clusters Score -8040630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8040835.000000 Penalty: 3629.102539
	Iteration 14Q: 3 clusters Score -8040835 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8040969.500000 Penalty: 3629.102539
	Iteration 15Q: 3 clusters Score -8040970 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8041065.000000 Penalty: 3629.102539
	Iteration 16Q: 3 clusters Score -8041065 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8041113.500000 Penalty: 3629.102539
	Iteration 17Q: 3 clusters Score -8041114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8041169.000000 Penalty: 3629.102539
	Iteration 18Q: 3 clusters Score -8041169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8041208.000000 Penalty: 3629.102539
	Iteration 19Q: 3 clusters Score -8041208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8041214.500000 Penalty: 3629.102539
	Iteration 20F: 3 clusters Score -8041214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8041238.500000 Penalty: 3629.102539
	Iteration 21Q: 3 clusters Score -8041238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8041261.500000 Penalty: 3629.102539
	Iteration 22Q: 3 clusters Score -8041262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8041265.500000 Penalty: 3629.102539
	Iteration 23Q: 3 clusters Score -8041266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8041259.000000 Penalty: 3629.102539
	Iteration 24Q: 3 clusters Score -8041259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8041273.000000 Penalty: 3629.102539
	Iteration 25Q: 3 clusters Score -8041273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8041281.000000 Penalty: 3629.102539
	Iteration 26Q: 3 clusters Score -8041281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8041272.000000 Penalty: 3629.102539
	Iteration 27Q: 3 clusters Score -8041272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8041276.000000 Penalty: 3629.102539
	Iteration 28Q: 3 clusters Score -8041276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8041283.000000 Penalty: 3629.102539
	Iteration 29Q: 3 clusters Score -8041283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8041285.000000 Penalty: 3629.102539
	Iteration 30Q: 3 clusters Score -8041285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8041288.500000 Penalty: 3629.102539
	Iteration 31Q: 3 clusters Score -8041288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8041290.500000 Penalty: 3629.102539
	Iteration 32Q: 3 clusters Score -8041290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8041294.500000 Penalty: 3629.102539
	Iteration 33Q: 3 clusters Score -8041294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8041295.500000 Penalty: 3629.102539
	Iteration 34Q: 3 clusters Score -8041296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8041291.500000 Penalty: 3629.102539
	Iteration 35Q: 3 clusters Score -8041292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8041293.500000 Penalty: 3629.102539
	Iteration 36Q: 3 clusters Score -8041294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8041293.500000 Penalty: 3629.102539
	Iteration 37Q: 3 clusters Score -8041294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8041297.500000 Penalty: 3629.102539
	Iteration 38Q: 3 clusters Score -8041298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8041293.500000 Penalty: 3629.102539
	Iteration 39Q: 3 clusters Score -8041294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8041296.000000 Penalty: 3629.102539
	Iteration 40F: 3 clusters Score -8041296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8041297.500000 Penalty: 3629.102539
	Iteration 41Q: 3 clusters Score -8041298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8041306.000000 Penalty: 3629.102539
	Iteration 42Q: 3 clusters Score -8041306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8041300.500000 Penalty: 3629.102539
	Iteration 43Q: 3 clusters Score -8041300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8041309.000000 Penalty: 3629.102539
	Iteration 44Q: 3 clusters Score -8041309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8041300.500000 Penalty: 3629.102539
	Iteration 45Q: 3 clusters Score -8041300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8041305.000000 Penalty: 3629.102539
	Iteration 46Q: 3 clusters Score -8041305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8041306.500000 Penalty: 3629.102539
	Iteration 47Q: 3 clusters Score -8041306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8041305.000000 Penalty: 3629.102539
	Iteration 48Q: 3 clusters Score -8041305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8041301.000000 Penalty: 3629.102539
	Iteration 49Q: 3 clusters Score -8041301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8041309.500000 Penalty: 3629.102539
	Iteration 50Q: 3 clusters Score -8041310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8041307.000000 Penalty: 3629.102539
	Iteration 51Q: 3 clusters Score -8041307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8041312.000000 Penalty: 3629.102539
	Iteration 52Q: 3 clusters Score -8041312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8041312.000000 Penalty: 3629.102539
	Iteration 53F: 3 clusters Score -8041312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Entering Unmasked Estep 
Score: -5766839.500000 Penalty: 1760.145874
	Iteration 0F: 2 clusters Score -5766840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -5732855.000000 Penalty: 3520.291748
	Iteration 0F: 3 clusters Score -5732855 nChanged 23770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5746120.000000 Penalty: 3520.291748
	Iteration 1F: 3 clusters Score -5746120 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5746756.500000 Penalty: 3520.291748
	Iteration 2Q: 3 clusters Score -5746756 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5747649.500000 Penalty: 3520.291748
	Iteration 3Q: 3 clusters Score -5747650 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -5749174.500000 Penalty: 3520.291748
	Iteration 4F: 3 clusters Score -5749174 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5751712.500000 Penalty: 3520.291748
	Iteration 5F: 3 clusters Score -5751712 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -5755455.000000 Penalty: 3520.291748
	Iteration 6F: 3 clusters Score -5755455 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5759535.500000 Penalty: 3520.291748
	Iteration 7F: 3 clusters Score -5759536 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5762724.500000 Penalty: 3520.291748
	Iteration 8F: 3 clusters Score -5762724 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5764304.500000 Penalty: 3520.291748
	Iteration 9Q: 3 clusters Score -5764304 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5764909.500000 Penalty: 3520.291748
	Iteration 10Q: 3 clusters Score -5764910 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5765129.000000 Penalty: 3520.291748
	Iteration 11Q: 3 clusters Score -5765129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5765215.500000 Penalty: 3520.291748
	Iteration 12Q: 3 clusters Score -5765216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5765239.000000 Penalty: 3520.291748
	Iteration 13Q: 3 clusters Score -5765239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5765270.000000 Penalty: 3520.291748
	Iteration 14Q: 3 clusters Score -5765270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5765281.500000 Penalty: 3520.291748
	Iteration 15Q: 3 clusters Score -5765282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5765299.000000 Penalty: 3520.291748
	Iteration 16Q: 3 clusters Score -5765299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5765295.500000 Penalty: 3520.291748
	Iteration 17Q: 3 clusters Score -5765296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5765296.000000 Penalty: 3520.291748
	Iteration 18Q: 3 clusters Score -5765296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5765296.000000 Penalty: 3520.291748
	Iteration 19Q: 3 clusters Score -5765296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5765299.500000 Penalty: 3520.291748
	Iteration 20F: 3 clusters Score -5765300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5765301.000000 Penalty: 3520.291748
	Iteration 21Q: 3 clusters Score -5765301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5765301.000000 Penalty: 3520.291748
	Iteration 22F: 3 clusters Score -5765301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -162242.500000 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -162242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -160463.781250 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -160463.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160803.171875 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -160803.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160898.859375 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -160898.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160948.484375 Penalty: 2382.381592
	Iteration 3Q: 3 clusters Score -160948.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160980.968750 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -160981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -161000.765625 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -161000.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161016.437500 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -161016.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161026.296875 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -161026.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161033.906250 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -161033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161039.328125 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -161039.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161043.140625 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -161043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161050.015625 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -161050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161057.484375 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -161057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161062.281250 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -161062.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161066.468750 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -161066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161069.640625 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -161069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161069.640625 Penalty: 2382.381592
	Iteration 16F: 3 clusters Score -161069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -195079.421875 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -195079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -193208.562500 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -193208.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193524.000000 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -193524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193616.828125 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -193616.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -193671.718750 Penalty: 2409.148438
	Iteration 3Q: 3 clusters Score -193671.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -193701.843750 Penalty: 2409.148438
	Iteration 4Q: 3 clusters Score -193701.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193719.937500 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -193719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -193734.250000 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -193734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193745.859375 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -193745.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -193753.859375 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -193753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -193760.578125 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -193760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -193765.906250 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -193765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -193770.921875 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -193770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -193773.031250 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -193773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -193774.921875 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -193774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -193776.875000 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -193776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -193778.593750 Penalty: 2409.148438
	Iteration 15Q: 3 clusters Score -193778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193779.796875 Penalty: 2409.148438
	Iteration 16Q: 3 clusters Score -193779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -193783.171875 Penalty: 2409.148438
	Iteration 17Q: 3 clusters Score -193783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -193787.234375 Penalty: 2409.148438
	Iteration 18Q: 3 clusters Score -193787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -193791.140625 Penalty: 2409.148438
	Iteration 19Q: 3 clusters Score -193791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -193793.171875 Penalty: 2409.148438
	Iteration 20F: 3 clusters Score -193793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193795.250000 Penalty: 2409.148438
	Iteration 21Q: 3 clusters Score -193795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -193795.921875 Penalty: 2409.148438
	Iteration 22Q: 3 clusters Score -193795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193796.437500 Penalty: 2409.148438
	Iteration 23Q: 3 clusters Score -193796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -193796.437500 Penalty: 2409.148438
	Iteration 24F: 3 clusters Score -193796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Entering Unmasked Estep 
Score: -961069.125000 Penalty: 1470.919678
	Iteration 0F: 2 clusters Score -961069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -954801.500000 Penalty: 2941.839355
	Iteration 0F: 3 clusters Score -954801.5 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -956714.312500 Penalty: 2941.839355
	Iteration 1F: 3 clusters Score -956714.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -956928.687500 Penalty: 2941.839355
	Iteration 2F: 3 clusters Score -956928.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -957117.312500 Penalty: 2941.839355
	Iteration 3Q: 3 clusters Score -957117.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -957316.437500 Penalty: 2941.839355
	Iteration 4Q: 3 clusters Score -957316.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -957537.437500 Penalty: 2941.839355
	Iteration 5Q: 3 clusters Score -957537.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -957807.750000 Penalty: 2941.839355
	Iteration 6Q: 3 clusters Score -957807.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -958160.937500 Penalty: 2941.839355
	Iteration 7F: 3 clusters Score -958160.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -958545.687500 Penalty: 2941.839355
	Iteration 8F: 3 clusters Score -958545.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -958936.187500 Penalty: 2941.839355
	Iteration 9F: 3 clusters Score -958936.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -959280.000000 Penalty: 2941.839355
	Iteration 10Q: 3 clusters Score -959280 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -959463.937500 Penalty: 2941.839355
	Iteration 11Q: 3 clusters Score -959463.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -959572.500000 Penalty: 2941.839355
	Iteration 12Q: 3 clusters Score -959572.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -959653.562500 Penalty: 2941.839355
	Iteration 13Q: 3 clusters Score -959653.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -959690.625000 Penalty: 2941.839355
	Iteration 14Q: 3 clusters Score -959690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -959713.500000 Penalty: 2941.839355
	Iteration 15Q: 3 clusters Score -959713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -959733.687500 Penalty: 2941.839355
	Iteration 16Q: 3 clusters Score -959733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -959744.125000 Penalty: 2941.839355
	Iteration 17Q: 3 clusters Score -959744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -959754.312500 Penalty: 2941.839355
	Iteration 18Q: 3 clusters Score -959754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -959756.500000 Penalty: 2941.839355
	Iteration 19Q: 3 clusters Score -959756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -959763.500000 Penalty: 2941.839355
	Iteration 20F: 3 clusters Score -959763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -959772.750000 Penalty: 2941.839355
	Iteration 21Q: 3 clusters Score -959772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -959778.437500 Penalty: 2941.839355
	Iteration 22Q: 3 clusters Score -959778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -959781.437500 Penalty: 2941.839355
	Iteration 23Q: 3 clusters Score -959781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -959782.500000 Penalty: 2941.839355
	Iteration 24Q: 3 clusters Score -959782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -959786.812500 Penalty: 2941.839355
	Iteration 25Q: 3 clusters Score -959786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -959787.000000 Penalty: 2941.839355
	Iteration 26Q: 3 clusters Score -959787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -959786.937500 Penalty: 2941.839355
	Iteration 27Q: 3 clusters Score -959786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -959786.937500 Penalty: 2941.839355
	Iteration 28F: 3 clusters Score -959786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -102456.171875 Penalty: 1126.364136
	Iteration 0F: 2 clusters Score -102456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101113.531250 Penalty: 2252.728271
	Iteration 0F: 3 clusters Score -101113.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101606.562500 Penalty: 2252.728271
	Iteration 1F: 3 clusters Score -101606.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102366.734375 Penalty: 2252.728271
	Iteration 2F: 3 clusters Score -102366.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -103061.390625 Penalty: 2252.728271
	Iteration 3F: 3 clusters Score -103061.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -103263.359375 Penalty: 2252.728271
	Iteration 4F: 3 clusters Score -103263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -103324.195312 Penalty: 2252.728271
	Iteration 5Q: 3 clusters Score -103324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -103329.257812 Penalty: 2252.728271
	Iteration 6Q: 3 clusters Score -103329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -103334.679688 Penalty: 2252.728271
	Iteration 7Q: 3 clusters Score -103334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -103339.000000 Penalty: 2252.728271
	Iteration 8Q: 3 clusters Score -103339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -103339.453125 Penalty: 2252.728271
	Iteration 9Q: 3 clusters Score -103339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -103340.062500 Penalty: 2252.728271
	Iteration 10Q: 3 clusters Score -103340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -103340.062500 Penalty: 2252.728271
	Iteration 11F: 3 clusters Score -103340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70719 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 103 members 
Mstep: Class 8 contains 114877 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 147530 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23424 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
Score: -64736556.000000 Penalty: 38844.917969
Splitting cluster 7 changes total score from -64736804.000000 to -64736556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (114877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Entering Unmasked Estep 
Score: -12950073.000000 Penalty: 1893.387817
	Iteration 0F: 2 clusters Score -1.295007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -12875464.000000 Penalty: 3786.775635
	Iteration 0F: 3 clusters Score -1.287546e+07 nChanged 55227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -12908095.000000 Penalty: 3786.775635
	Iteration 1F: 3 clusters Score -1.29081e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -12909047.000000 Penalty: 3786.775635
	Iteration 2Q: 3 clusters Score -1.290905e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -12910511.000000 Penalty: 3786.775635
	Iteration 3Q: 3 clusters Score -1.291051e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -12913161.000000 Penalty: 3786.775635
	Iteration 4Q: 3 clusters Score -1.291316e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -12917812.000000 Penalty: 3786.775635
	Iteration 5F: 3 clusters Score -1.291781e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -12925663.000000 Penalty: 3786.775635
	Iteration 6F: 3 clusters Score -1.292566e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -12935130.000000 Penalty: 3786.775635
	Iteration 7F: 3 clusters Score -1.293513e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -12942690.000000 Penalty: 3786.775635
	Iteration 8F: 3 clusters Score -1.294269e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12946358.000000 Penalty: 3786.775635
	Iteration 9Q: 3 clusters Score -1.294636e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12947757.000000 Penalty: 3786.775635
	Iteration 10Q: 3 clusters Score -1.294776e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12948261.000000 Penalty: 3786.775635
	Iteration 11Q: 3 clusters Score -1.294826e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12948520.000000 Penalty: 3786.775635
	Iteration 12Q: 3 clusters Score -1.294852e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12948614.000000 Penalty: 3786.775635
	Iteration 13Q: 3 clusters Score -1.294861e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114132 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12948677.000000 Penalty: 3786.775635
	Iteration 14Q: 3 clusters Score -1.294868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12948738.000000 Penalty: 3786.775635
	Iteration 15Q: 3 clusters Score -1.294874e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12948754.000000 Penalty: 3786.775635
	Iteration 16Q: 3 clusters Score -1.294875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12948767.000000 Penalty: 3786.775635
	Iteration 17Q: 3 clusters Score -1.294877e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12948774.000000 Penalty: 3786.775635
	Iteration 18Q: 3 clusters Score -1.294877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12948797.000000 Penalty: 3786.775635
	Iteration 19Q: 3 clusters Score -1.29488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12948804.000000 Penalty: 3786.775635
	Iteration 20F: 3 clusters Score -1.29488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12948824.000000 Penalty: 3786.775635
	Iteration 21Q: 3 clusters Score -1.294882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12948830.000000 Penalty: 3786.775635
	Iteration 22Q: 3 clusters Score -1.294883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12948844.000000 Penalty: 3786.775635
	Iteration 23Q: 3 clusters Score -1.294884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12948851.000000 Penalty: 3786.775635
	Iteration 24Q: 3 clusters Score -1.294885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12948852.000000 Penalty: 3786.775635
	Iteration 25Q: 3 clusters Score -1.294885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12948852.000000 Penalty: 3786.775635
	Iteration 26Q: 3 clusters Score -1.294885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12948849.000000 Penalty: 3786.775635
	Iteration 27Q: 3 clusters Score -1.294885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12948849.000000 Penalty: 3786.775635
	Iteration 28F: 3 clusters Score -1.294885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -225727.046875 Penalty: 1232.112183
	Iteration 0F: 2 clusters Score -225727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223658.984375 Penalty: 2464.224365
	Iteration 0F: 3 clusters Score -223659 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -224089.828125 Penalty: 2464.224365
	Iteration 1F: 3 clusters Score -224089.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224187.296875 Penalty: 2464.224365
	Iteration 2F: 3 clusters Score -224187.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224238.218750 Penalty: 2464.224365
	Iteration 3Q: 3 clusters Score -224238.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -224276.453125 Penalty: 2464.224365
	Iteration 4Q: 3 clusters Score -224276.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -224302.218750 Penalty: 2464.224365
	Iteration 5Q: 3 clusters Score -224302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224322.984375 Penalty: 2464.224365
	Iteration 6Q: 3 clusters Score -224323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -224342.125000 Penalty: 2464.224365
	Iteration 7Q: 3 clusters Score -224342.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -224366.015625 Penalty: 2464.224365
	Iteration 8Q: 3 clusters Score -224366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224379.406250 Penalty: 2464.224365
	Iteration 9Q: 3 clusters Score -224379.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -224389.515625 Penalty: 2464.224365
	Iteration 10Q: 3 clusters Score -224389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -224398.078125 Penalty: 2464.224365
	Iteration 11Q: 3 clusters Score -224398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -224407.171875 Penalty: 2464.224365
	Iteration 12Q: 3 clusters Score -224407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -224412.109375 Penalty: 2464.224365
	Iteration 13Q: 3 clusters Score -224412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -224418.734375 Penalty: 2464.224365
	Iteration 14Q: 3 clusters Score -224418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -224421.765625 Penalty: 2464.224365
	Iteration 15Q: 3 clusters Score -224421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224427.515625 Penalty: 2464.224365
	Iteration 16Q: 3 clusters Score -224427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -224437.171875 Penalty: 2464.224365
	Iteration 17Q: 3 clusters Score -224437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -224449.718750 Penalty: 2464.224365
	Iteration 18Q: 3 clusters Score -224449.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -224463.265625 Penalty: 2464.224365
	Iteration 19Q: 3 clusters Score -224463.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -224482.250000 Penalty: 2464.224365
	Iteration 20F: 3 clusters Score -224482.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -224497.812500 Penalty: 2464.224365
	Iteration 21Q: 3 clusters Score -224497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224509.765625 Penalty: 2464.224365
	Iteration 22Q: 3 clusters Score -224509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -224518.390625 Penalty: 2464.224365
	Iteration 23Q: 3 clusters Score -224518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -224527.703125 Penalty: 2464.224365
	Iteration 24Q: 3 clusters Score -224527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -224535.000000 Penalty: 2464.224365
	Iteration 25Q: 3 clusters Score -224535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -224543.421875 Penalty: 2464.224365
	Iteration 26Q: 3 clusters Score -224543.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -224551.656250 Penalty: 2464.224365
	Iteration 27Q: 3 clusters Score -224551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -224557.484375 Penalty: 2464.224365
	Iteration 28Q: 3 clusters Score -224557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -224561.109375 Penalty: 2464.224365
	Iteration 29Q: 3 clusters Score -224561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -224565.281250 Penalty: 2464.224365
	Iteration 30Q: 3 clusters Score -224565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -224569.312500 Penalty: 2464.224365
	Iteration 31Q: 3 clusters Score -224569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -224570.812500 Penalty: 2464.224365
	Iteration 32Q: 3 clusters Score -224570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -224571.953125 Penalty: 2464.224365
	Iteration 33Q: 3 clusters Score -224572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -224572.031250 Penalty: 2464.224365
	Iteration 34Q: 3 clusters Score -224572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -224572.031250 Penalty: 2464.224365
	Iteration 35F: 3 clusters Score -224572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Entering Unmasked Estep 
Score: -16572652.000000 Penalty: 1934.040405
	Iteration 0F: 2 clusters Score -1.657265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -16480269.000000 Penalty: 3868.080811
	Iteration 0F: 3 clusters Score -1.648027e+07 nChanged 71110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -16522512.000000 Penalty: 3868.080811
	Iteration 1F: 3 clusters Score -1.652251e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -16524262.000000 Penalty: 3868.080811
	Iteration 2Q: 3 clusters Score -1.652426e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -16526938.000000 Penalty: 3868.080811
	Iteration 3Q: 3 clusters Score -1.652694e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -16530983.000000 Penalty: 3868.080811
	Iteration 4F: 3 clusters Score -1.653098e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -16537272.000000 Penalty: 3868.080811
	Iteration 5F: 3 clusters Score -1.653727e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -16545581.000000 Penalty: 3868.080811
	Iteration 6F: 3 clusters Score -1.654558e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -16553436.000000 Penalty: 3868.080811
	Iteration 7F: 3 clusters Score -1.655344e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 115045 members 
Entering Unmasked Estep 
Score: -16558529.000000 Penalty: 3868.080811
	Iteration 8F: 3 clusters Score -1.655853e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -16561580.000000 Penalty: 3868.080811
	Iteration 9Q: 3 clusters Score -1.656158e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -16563460.000000 Penalty: 3868.080811
	Iteration 10Q: 3 clusters Score -1.656346e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -16564876.000000 Penalty: 3868.080811
	Iteration 11Q: 3 clusters Score -1.656488e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 130162 members 
Entering Unmasked Estep 
Score: -16565955.000000 Penalty: 3868.080811
	Iteration 12Q: 3 clusters Score -1.656596e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 132839 members 
Entering Unmasked Estep 
Score: -16567052.000000 Penalty: 3868.080811
	Iteration 13Q: 3 clusters Score -1.656705e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -16567959.000000 Penalty: 3868.080811
	Iteration 14Q: 3 clusters Score -1.656796e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 137018 members 
Entering Unmasked Estep 
Score: -16568734.000000 Penalty: 3868.080811
	Iteration 15Q: 3 clusters Score -1.656873e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -16569232.000000 Penalty: 3868.080811
	Iteration 16Q: 3 clusters Score -1.656923e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -16569565.000000 Penalty: 3868.080811
	Iteration 17Q: 3 clusters Score -1.656956e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -16569884.000000 Penalty: 3868.080811
	Iteration 18Q: 3 clusters Score -1.656988e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -16570181.000000 Penalty: 3868.080811
	Iteration 19Q: 3 clusters Score -1.657018e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -16570394.000000 Penalty: 3868.080811
	Iteration 20F: 3 clusters Score -1.657039e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -16570573.000000 Penalty: 3868.080811
	Iteration 21Q: 3 clusters Score -1.657057e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 143854 members 
Entering Unmasked Estep 
Score: -16570649.000000 Penalty: 3868.080811
	Iteration 22Q: 3 clusters Score -1.657065e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -16570754.000000 Penalty: 3868.080811
	Iteration 23Q: 3 clusters Score -1.657075e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 144631 members 
Entering Unmasked Estep 
Score: -16570856.000000 Penalty: 3868.080811
	Iteration 24Q: 3 clusters Score -1.657086e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -16570952.000000 Penalty: 3868.080811
	Iteration 25Q: 3 clusters Score -1.657095e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
Score: -16570998.000000 Penalty: 3868.080811
	Iteration 26Q: 3 clusters Score -1.6571e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 145346 members 
Entering Unmasked Estep 
Score: -16571069.000000 Penalty: 3868.080811
	Iteration 27Q: 3 clusters Score -1.657107e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -16571139.000000 Penalty: 3868.080811
	Iteration 28Q: 3 clusters Score -1.657114e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 145637 members 
Entering Unmasked Estep 
Score: -16571166.000000 Penalty: 3868.080811
	Iteration 29Q: 3 clusters Score -1.657117e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -16571205.000000 Penalty: 3868.080811
	Iteration 30Q: 3 clusters Score -1.65712e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -16571285.000000 Penalty: 3868.080811
	Iteration 31Q: 3 clusters Score -1.657128e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 145878 members 
Entering Unmasked Estep 
Score: -16571412.000000 Penalty: 3868.080811
	Iteration 32Q: 3 clusters Score -1.657141e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 145924 members 
Entering Unmasked Estep 
Score: -16571535.000000 Penalty: 3868.080811
	Iteration 33Q: 3 clusters Score -1.657154e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -16571657.000000 Penalty: 3868.080811
	Iteration 34Q: 3 clusters Score -1.657166e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -16571715.000000 Penalty: 3868.080811
	Iteration 35Q: 3 clusters Score -1.657172e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -16571723.000000 Penalty: 3868.080811
	Iteration 36Q: 3 clusters Score -1.657172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 145944 members 
Entering Unmasked Estep 
Score: -16571745.000000 Penalty: 3868.080811
	Iteration 37Q: 3 clusters Score -1.657174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -16571787.000000 Penalty: 3868.080811
	Iteration 38Q: 3 clusters Score -1.657179e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -16571791.000000 Penalty: 3868.080811
	Iteration 39Q: 3 clusters Score -1.657179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -16571793.000000 Penalty: 3868.080811
	Iteration 40F: 3 clusters Score -1.657179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -16571823.000000 Penalty: 3868.080811
	Iteration 41Q: 3 clusters Score -1.657182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -16571847.000000 Penalty: 3868.080811
	Iteration 42Q: 3 clusters Score -1.657185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 145886 members 
Entering Unmasked Estep 
Score: -16571840.000000 Penalty: 3868.080811
	Iteration 43Q: 3 clusters Score -1.657184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -16571844.000000 Penalty: 3868.080811
	Iteration 44Q: 3 clusters Score -1.657184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -16571852.000000 Penalty: 3868.080811
	Iteration 45Q: 3 clusters Score -1.657185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -16571867.000000 Penalty: 3868.080811
	Iteration 46Q: 3 clusters Score -1.657187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -16571870.000000 Penalty: 3868.080811
	Iteration 47Q: 3 clusters Score -1.657187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 145808 members 
Entering Unmasked Estep 
Score: -16571878.000000 Penalty: 3868.080811
	Iteration 48Q: 3 clusters Score -1.657188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -16571892.000000 Penalty: 3868.080811
	Iteration 49Q: 3 clusters Score -1.657189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -16571896.000000 Penalty: 3868.080811
	Iteration 50Q: 3 clusters Score -1.65719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -16571871.000000 Penalty: 3868.080811
	Iteration 51Q: 3 clusters Score -1.657187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -16571874.000000 Penalty: 3868.080811
	Iteration 52Q: 3 clusters Score -1.657187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -16571876.000000 Penalty: 3868.080811
	Iteration 53Q: 3 clusters Score -1.657188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -16571873.000000 Penalty: 3868.080811
	Iteration 54Q: 3 clusters Score -1.657187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -16571870.000000 Penalty: 3868.080811
	Iteration 55Q: 3 clusters Score -1.657187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -16571875.000000 Penalty: 3868.080811
	Iteration 56Q: 3 clusters Score -1.657188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -16571873.000000 Penalty: 3868.080811
	Iteration 57Q: 3 clusters Score -1.657187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -16571870.000000 Penalty: 3868.080811
	Iteration 58Q: 3 clusters Score -1.657187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -16571873.000000 Penalty: 3868.080811
	Iteration 59Q: 3 clusters Score -1.657187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -16571873.000000 Penalty: 3868.080811
	Iteration 60F: 3 clusters Score -1.657187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Entering Unmasked Estep 
Score: -6300169.500000 Penalty: 1774.726929
	Iteration 0F: 2 clusters Score -6300170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6263245.500000 Penalty: 3549.453857
	Iteration 0F: 3 clusters Score -6263246 nChanged 25979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6278171.500000 Penalty: 3549.453857
	Iteration 1F: 3 clusters Score -6278172 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -6279044.000000 Penalty: 3549.453857
	Iteration 2Q: 3 clusters Score -6279044 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6280188.500000 Penalty: 3549.453857
	Iteration 3Q: 3 clusters Score -6280188 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6281708.000000 Penalty: 3549.453857
	Iteration 4F: 3 clusters Score -6281708 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6283990.000000 Penalty: 3549.453857
	Iteration 5F: 3 clusters Score -6283990 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -6287029.000000 Penalty: 3549.453857
	Iteration 6F: 3 clusters Score -6287029 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6289957.500000 Penalty: 3549.453857
	Iteration 7F: 3 clusters Score -6289958 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6291726.000000 Penalty: 3549.453857
	Iteration 8F: 3 clusters Score -6291726 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6292501.000000 Penalty: 3549.453857
	Iteration 9Q: 3 clusters Score -6292501 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -6292884.000000 Penalty: 3549.453857
	Iteration 10Q: 3 clusters Score -6292884 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6293097.500000 Penalty: 3549.453857
	Iteration 11Q: 3 clusters Score -6293098 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6293299.500000 Penalty: 3549.453857
	Iteration 12Q: 3 clusters Score -6293300 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -6293444.000000 Penalty: 3549.453857
	Iteration 13Q: 3 clusters Score -6293444 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6293585.500000 Penalty: 3549.453857
	Iteration 14Q: 3 clusters Score -6293586 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -6293697.000000 Penalty: 3549.453857
	Iteration 15Q: 3 clusters Score -6293697 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -6293857.500000 Penalty: 3549.453857
	Iteration 16Q: 3 clusters Score -6293858 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -6293999.000000 Penalty: 3549.453857
	Iteration 17Q: 3 clusters Score -6293999 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -6294116.000000 Penalty: 3549.453857
	Iteration 18Q: 3 clusters Score -6294116 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -6294265.000000 Penalty: 3549.453857
	Iteration 19Q: 3 clusters Score -6294265 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -6294419.000000 Penalty: 3549.453857
	Iteration 20F: 3 clusters Score -6294419 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -6294606.500000 Penalty: 3549.453857
	Iteration 21Q: 3 clusters Score -6294606 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -6294811.000000 Penalty: 3549.453857
	Iteration 22Q: 3 clusters Score -6294811 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -6294991.000000 Penalty: 3549.453857
	Iteration 23Q: 3 clusters Score -6294991 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6295178.500000 Penalty: 3549.453857
	Iteration 24Q: 3 clusters Score -6295178 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -6295358.000000 Penalty: 3549.453857
	Iteration 25Q: 3 clusters Score -6295358 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6295467.500000 Penalty: 3549.453857
	Iteration 26Q: 3 clusters Score -6295468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6295590.000000 Penalty: 3549.453857
	Iteration 27Q: 3 clusters Score -6295590 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -6295685.000000 Penalty: 3549.453857
	Iteration 28Q: 3 clusters Score -6295685 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 13381 members 
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Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 12448 members 
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Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 11237 members 
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Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 8096 members 
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Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47786 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5942 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 49989 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50380 members 
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Mstep: Class 1 contains 50551 members 
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Mstep: Class 1 contains 50724 members 
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Mstep: Class 1 contains 50906 members 
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Mstep: Class 1 contains 51074 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51379 members 
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Mstep: Class 1 contains 51526 members 
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Mstep: Class 1 contains 51957 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52196 members 
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Mstep: Class 1 contains 52622 members 
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Mstep: Class 1 contains 52729 members 
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Mstep: Class 1 contains 52904 members 
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Mstep: Class 1 contains 52991 members 
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Mstep: Class 1 contains 53068 members 
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Mstep: Class 1 contains 53133 members 
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Mstep: Class 1 contains 53195 members 
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Mstep: Class 1 contains 53250 members 
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Mstep: Class 1 contains 53299 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53427 members 
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Mstep: Class 1 contains 53464 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 1840 members 
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Mstep: Class 1 contains 53557 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53603 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53649 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -6298660.500000 Penalty: 3549.453857
	Iteration 120F: 3 clusters Score -6298660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6298664.500000 Penalty: 3549.453857
	Iteration 121Q: 3 clusters Score -6298664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6298667.500000 Penalty: 3549.453857
	Iteration 122Q: 3 clusters Score -6298668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6298684.000000 Penalty: 3549.453857
	Iteration 123Q: 3 clusters Score -6298684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6298686.500000 Penalty: 3549.453857
	Iteration 124Q: 3 clusters Score -6298686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6298694.500000 Penalty: 3549.453857
	Iteration 125Q: 3 clusters Score -6298694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6298699.500000 Penalty: 3549.453857
	Iteration 126Q: 3 clusters Score -6298700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6298698.000000 Penalty: 3549.453857
	Iteration 127Q: 3 clusters Score -6298698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6298703.000000 Penalty: 3549.453857
	Iteration 128Q: 3 clusters Score -6298703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6298708.500000 Penalty: 3549.453857
	Iteration 129Q: 3 clusters Score -6298708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6298718.000000 Penalty: 3549.453857
	Iteration 130Q: 3 clusters Score -6298718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6298717.000000 Penalty: 3549.453857
	Iteration 131Q: 3 clusters Score -6298717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6298714.000000 Penalty: 3549.453857
	Iteration 132Q: 3 clusters Score -6298714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6298713.000000 Penalty: 3549.453857
	Iteration 133Q: 3 clusters Score -6298713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6298723.500000 Penalty: 3549.453857
	Iteration 134Q: 3 clusters Score -6298724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6298710.500000 Penalty: 3549.453857
	Iteration 135Q: 3 clusters Score -6298710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6298710.000000 Penalty: 3549.453857
	Iteration 136Q: 3 clusters Score -6298710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6298716.500000 Penalty: 3549.453857
	Iteration 137Q: 3 clusters Score -6298716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6298711.000000 Penalty: 3549.453857
	Iteration 138Q: 3 clusters Score -6298711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6298709.500000 Penalty: 3549.453857
	Iteration 139Q: 3 clusters Score -6298710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6298709.000000 Penalty: 3549.453857
	Iteration 140F: 3 clusters Score -6298709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6298715.000000 Penalty: 3549.453857
	Iteration 141Q: 3 clusters Score -6298715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6298709.500000 Penalty: 3549.453857
	Iteration 142Q: 3 clusters Score -6298710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6298719.500000 Penalty: 3549.453857
	Iteration 143Q: 3 clusters Score -6298720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6298719.500000 Penalty: 3549.453857
	Iteration 144F: 3 clusters Score -6298720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -187523.593750 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -187523.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185549.750000 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -185549.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185976.109375 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -185976.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186069.578125 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -186069.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -186138.265625 Penalty: 2424.659424
	Iteration 3Q: 3 clusters Score -186138.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -186189.250000 Penalty: 2424.659424
	Iteration 4Q: 3 clusters Score -186189.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186245.031250 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -186245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186307.328125 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -186307.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -186355.906250 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -186355.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -186388.921875 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -186388.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186439.921875 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -186439.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186508.437500 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -186508.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186558.343750 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -186558.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186598.828125 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -186598.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186617.890625 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -186617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186629.546875 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -186629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -186640.375000 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -186640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186647.859375 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -186647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186656.250000 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -186656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186662.875000 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -186662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186681.406250 Penalty: 2424.659424
	Iteration 19Q: 3 clusters Score -186681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186704.125000 Penalty: 2424.659424
	Iteration 20F: 3 clusters Score -186704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186726.109375 Penalty: 2424.659424
	Iteration 21Q: 3 clusters Score -186726.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186760.937500 Penalty: 2424.659424
	Iteration 22Q: 3 clusters Score -186760.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186803.656250 Penalty: 2424.659424
	Iteration 23Q: 3 clusters Score -186803.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186842.515625 Penalty: 2424.659424
	Iteration 24Q: 3 clusters Score -186842.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186875.125000 Penalty: 2424.659424
	Iteration 25Q: 3 clusters Score -186875.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -186902.437500 Penalty: 2424.659424
	Iteration 26Q: 3 clusters Score -186902.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186918.515625 Penalty: 2424.659424
	Iteration 27Q: 3 clusters Score -186918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186925.093750 Penalty: 2424.659424
	Iteration 28Q: 3 clusters Score -186925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186932.859375 Penalty: 2424.659424
	Iteration 29Q: 3 clusters Score -186932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186940.578125 Penalty: 2424.659424
	Iteration 30Q: 3 clusters Score -186940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186945.953125 Penalty: 2424.659424
	Iteration 31Q: 3 clusters Score -186946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186953.515625 Penalty: 2424.659424
	Iteration 32Q: 3 clusters Score -186953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186959.171875 Penalty: 2424.659424
	Iteration 33Q: 3 clusters Score -186959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186961.531250 Penalty: 2424.659424
	Iteration 34Q: 3 clusters Score -186961.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -186962.890625 Penalty: 2424.659424
	Iteration 35Q: 3 clusters Score -186962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186964.546875 Penalty: 2424.659424
	Iteration 36Q: 3 clusters Score -186964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186964.546875 Penalty: 2424.659424
	Iteration 37F: 3 clusters Score -186964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -198901.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -198901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196935.765625 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -196935.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197455.593750 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -197455.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -197729.406250 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -197729.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -197987.906250 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -197987.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -198200.156250 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -198200.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -198329.328125 Penalty: 2447.754395
	Iteration 5F: 3 clusters Score -198329.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -198464.171875 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -198464.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -198539.812500 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -198539.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -198583.890625 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -198583.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -198602.937500 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -198602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -198615.093750 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -198615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -198619.031250 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -198619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -198620.203125 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -198620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -198620.203125 Penalty: 2447.754395
	Iteration 13F: 3 clusters Score -198620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -512672.031250 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -512672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -508917.343750 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -508917.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -509864.625000 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -509864.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -510041.500000 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -510041.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -510174.093750 Penalty: 2741.059326
	Iteration 3F: 3 clusters Score -510174.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -510287.656250 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -510287.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -510409.750000 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -510409.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -510535.718750 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -510535.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510662.718750 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -510662.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -510781.656250 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -510781.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -510907.000000 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -510907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -511029.843750 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -511029.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -511117.937500 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -511117.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -511180.593750 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -511180.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -511245.593750 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -511245.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -511291.187500 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -511291.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -511327.343750 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -511327.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -511360.031250 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -511360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -511387.562500 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -511387.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -511407.968750 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -511408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -511426.656250 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -511426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -511436.906250 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -511436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -511440.500000 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -511440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -511444.343750 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -511444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -511446.031250 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -511446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -511451.156250 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -511451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -511455.218750 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -511455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -511458.031250 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -511458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -511461.500000 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -511461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -511462.437500 Penalty: 2741.059326
	Iteration 28Q: 3 clusters Score -511462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -511464.906250 Penalty: 2741.059326
	Iteration 29Q: 3 clusters Score -511464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -511470.218750 Penalty: 2741.059326
	Iteration 30Q: 3 clusters Score -511470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -511474.250000 Penalty: 2741.059326
	Iteration 31Q: 3 clusters Score -511474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -511481.250000 Penalty: 2741.059326
	Iteration 32Q: 3 clusters Score -511481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -511482.718750 Penalty: 2741.059326
	Iteration 33Q: 3 clusters Score -511482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -511484.500000 Penalty: 2741.059326
	Iteration 34Q: 3 clusters Score -511484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -511486.093750 Penalty: 2741.059326
	Iteration 35Q: 3 clusters Score -511486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -511491.187500 Penalty: 2741.059326
	Iteration 36Q: 3 clusters Score -511491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -511495.281250 Penalty: 2741.059326
	Iteration 37Q: 3 clusters Score -511495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -511497.812500 Penalty: 2741.059326
	Iteration 38Q: 3 clusters Score -511497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -511499.031250 Penalty: 2741.059326
	Iteration 39Q: 3 clusters Score -511499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -511500.031250 Penalty: 2741.059326
	Iteration 40F: 3 clusters Score -511500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -511500.093750 Penalty: 2741.059326
	Iteration 41Q: 3 clusters Score -511500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -511500.093750 Penalty: 2741.059326
	Iteration 42F: 3 clusters Score -511500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Entering Unmasked Estep 
Score: -2557003.500000 Penalty: 1634.996460
	Iteration 0F: 2 clusters Score -2557004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2541248.250000 Penalty: 3269.992920
	Iteration 0F: 3 clusters Score -2541248 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2547275.750000 Penalty: 3269.992920
	Iteration 1F: 3 clusters Score -2547276 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2547759.250000 Penalty: 3269.992920
	Iteration 2F: 3 clusters Score -2547759 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2548332.750000 Penalty: 3269.992920
	Iteration 3F: 3 clusters Score -2548333 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2549138.000000 Penalty: 3269.992920
	Iteration 4F: 3 clusters Score -2549138 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2550366.250000 Penalty: 3269.992920
	Iteration 5F: 3 clusters Score -2550366 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2551983.000000 Penalty: 3269.992920
	Iteration 6F: 3 clusters Score -2551983 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2553567.500000 Penalty: 3269.992920
	Iteration 7F: 3 clusters Score -2553568 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2554631.250000 Penalty: 3269.992920
	Iteration 8Q: 3 clusters Score -2554631 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2555362.250000 Penalty: 3269.992920
	Iteration 9Q: 3 clusters Score -2555362 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2555949.250000 Penalty: 3269.992920
	Iteration 10Q: 3 clusters Score -2555949 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2556202.000000 Penalty: 3269.992920
	Iteration 11Q: 3 clusters Score -2556202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2556295.750000 Penalty: 3269.992920
	Iteration 12Q: 3 clusters Score -2556296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2556322.250000 Penalty: 3269.992920
	Iteration 13Q: 3 clusters Score -2556322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2556337.750000 Penalty: 3269.992920
	Iteration 14Q: 3 clusters Score -2556338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2556340.000000 Penalty: 3269.992920
	Iteration 15Q: 3 clusters Score -2556340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2556340.750000 Penalty: 3269.992920
	Iteration 16Q: 3 clusters Score -2556341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2556344.500000 Penalty: 3269.992920
	Iteration 17Q: 3 clusters Score -2556344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2556346.750000 Penalty: 3269.992920
	Iteration 18Q: 3 clusters Score -2556347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2556346.250000 Penalty: 3269.992920
	Iteration 19Q: 3 clusters Score -2556346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2556351.000000 Penalty: 3269.992920
	Iteration 20F: 3 clusters Score -2556351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2556351.750000 Penalty: 3269.992920
	Iteration 21Q: 3 clusters Score -2556352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2556353.250000 Penalty: 3269.992920
	Iteration 22Q: 3 clusters Score -2556353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2556352.250000 Penalty: 3269.992920
	Iteration 23Q: 3 clusters Score -2556352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2556353.750000 Penalty: 3269.992920
	Iteration 24Q: 3 clusters Score -2556354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2556353.250000 Penalty: 3269.992920
	Iteration 25Q: 3 clusters Score -2556353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2556354.500000 Penalty: 3269.992920
	Iteration 26Q: 3 clusters Score -2556354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2556353.750000 Penalty: 3269.992920
	Iteration 27Q: 3 clusters Score -2556354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2556356.500000 Penalty: 3269.992920
	Iteration 28Q: 3 clusters Score -2556356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2556358.750000 Penalty: 3269.992920
	Iteration 29Q: 3 clusters Score -2556359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2556363.250000 Penalty: 3269.992920
	Iteration 30Q: 3 clusters Score -2556363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2556364.250000 Penalty: 3269.992920
	Iteration 31Q: 3 clusters Score -2556364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2556368.500000 Penalty: 3269.992920
	Iteration 32Q: 3 clusters Score -2556368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2556365.500000 Penalty: 3269.992920
	Iteration 33Q: 3 clusters Score -2556366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2556364.500000 Penalty: 3269.992920
	Iteration 34Q: 3 clusters Score -2556364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2556368.500000 Penalty: 3269.992920
	Iteration 35Q: 3 clusters Score -2556368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2556367.250000 Penalty: 3269.992920
	Iteration 36Q: 3 clusters Score -2556367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2556367.500000 Penalty: 3269.992920
	Iteration 37Q: 3 clusters Score -2556368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2556365.000000 Penalty: 3269.992920
	Iteration 38Q: 3 clusters Score -2556365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2556369.750000 Penalty: 3269.992920
	Iteration 39Q: 3 clusters Score -2556370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2556367.250000 Penalty: 3269.992920
	Iteration 40F: 3 clusters Score -2556367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Entering Unmasked Estep 
Score: -9674568.000000 Penalty: 1847.358887
	Iteration 0F: 2 clusters Score -9674568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -9616683.000000 Penalty: 3694.717773
	Iteration 0F: 3 clusters Score -9616683 nChanged 41314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -9640276.000000 Penalty: 3694.717773
	Iteration 1F: 3 clusters Score -9640276 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -9640723.000000 Penalty: 3694.717773
	Iteration 2Q: 3 clusters Score -9640723 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9641307.000000 Penalty: 3694.717773
	Iteration 3Q: 3 clusters Score -9641307 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -9642072.000000 Penalty: 3694.717773
	Iteration 4Q: 3 clusters Score -9642072 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9643142.000000 Penalty: 3694.717773
	Iteration 5Q: 3 clusters Score -9643142 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -9644738.000000 Penalty: 3694.717773
	Iteration 6Q: 3 clusters Score -9644738 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -9647271.000000 Penalty: 3694.717773
	Iteration 7F: 3 clusters Score -9647271 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -9651374.000000 Penalty: 3694.717773
	Iteration 8F: 3 clusters Score -9651374 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -9656841.000000 Penalty: 3694.717773
	Iteration 9F: 3 clusters Score -9656841 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -9662515.000000 Penalty: 3694.717773
	Iteration 10F: 3 clusters Score -9662515 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9667140.000000 Penalty: 3694.717773
	Iteration 11F: 3 clusters Score -9667140 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -9670095.000000 Penalty: 3694.717773
	Iteration 12Q: 3 clusters Score -9670095 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9671725.000000 Penalty: 3694.717773
	Iteration 13Q: 3 clusters Score -9671725 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9672387.000000 Penalty: 3694.717773
	Iteration 14Q: 3 clusters Score -9672387 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9672712.000000 Penalty: 3694.717773
	Iteration 15Q: 3 clusters Score -9672712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9672885.000000 Penalty: 3694.717773
	Iteration 16Q: 3 clusters Score -9672885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9672977.000000 Penalty: 3694.717773
	Iteration 17Q: 3 clusters Score -9672977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9673018.000000 Penalty: 3694.717773
	Iteration 18Q: 3 clusters Score -9673018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9673027.000000 Penalty: 3694.717773
	Iteration 19Q: 3 clusters Score -9673027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9673040.000000 Penalty: 3694.717773
	Iteration 20F: 3 clusters Score -9673040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9673047.000000 Penalty: 3694.717773
	Iteration 21Q: 3 clusters Score -9673047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9673052.000000 Penalty: 3694.717773
	Iteration 22Q: 3 clusters Score -9673052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9673050.000000 Penalty: 3694.717773
	Iteration 23Q: 3 clusters Score -9673050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9673060.000000 Penalty: 3694.717773
	Iteration 24Q: 3 clusters Score -9673060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9673071.000000 Penalty: 3694.717773
	Iteration 25Q: 3 clusters Score -9673071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9673069.000000 Penalty: 3694.717773
	Iteration 26Q: 3 clusters Score -9673069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9673072.000000 Penalty: 3694.717773
	Iteration 27Q: 3 clusters Score -9673072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9673078.000000 Penalty: 3694.717773
	Iteration 28Q: 3 clusters Score -9673078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9673072.000000 Penalty: 3694.717773
	Iteration 29Q: 3 clusters Score -9673072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9673071.000000 Penalty: 3694.717773
	Iteration 30Q: 3 clusters Score -9673071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9673071.000000 Penalty: 3694.717773
	Iteration 31F: 3 clusters Score -9673071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Entering Unmasked Estep 
Score: -1415844.250000 Penalty: 1531.544067
	Iteration 0F: 2 clusters Score -1415844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1407051.750000 Penalty: 3063.088135
	Iteration 0F: 3 clusters Score -1407052 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1409893.000000 Penalty: 3063.088135
	Iteration 1F: 3 clusters Score -1409893 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1410156.750000 Penalty: 3063.088135
	Iteration 2F: 3 clusters Score -1410157 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1410410.375000 Penalty: 3063.088135
	Iteration 3Q: 3 clusters Score -1410410 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1410704.500000 Penalty: 3063.088135
	Iteration 4Q: 3 clusters Score -1410704 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1410974.500000 Penalty: 3063.088135
	Iteration 5Q: 3 clusters Score -1410974 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1411257.875000 Penalty: 3063.088135
	Iteration 6Q: 3 clusters Score -1411258 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1411513.625000 Penalty: 3063.088135
	Iteration 7Q: 3 clusters Score -1411514 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1411790.875000 Penalty: 3063.088135
	Iteration 8Q: 3 clusters Score -1411791 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1412062.375000 Penalty: 3063.088135
	Iteration 9Q: 3 clusters Score -1412062 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1412308.375000 Penalty: 3063.088135
	Iteration 10Q: 3 clusters Score -1412308 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1412548.375000 Penalty: 3063.088135
	Iteration 11Q: 3 clusters Score -1412548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1412782.375000 Penalty: 3063.088135
	Iteration 12Q: 3 clusters Score -1412782 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1412967.375000 Penalty: 3063.088135
	Iteration 13Q: 3 clusters Score -1412967 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1413174.625000 Penalty: 3063.088135
	Iteration 14Q: 3 clusters Score -1413175 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1413348.375000 Penalty: 3063.088135
	Iteration 15Q: 3 clusters Score -1413348 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1413508.625000 Penalty: 3063.088135
	Iteration 16Q: 3 clusters Score -1413509 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1413641.375000 Penalty: 3063.088135
	Iteration 17Q: 3 clusters Score -1413641 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1413751.000000 Penalty: 3063.088135
	Iteration 18Q: 3 clusters Score -1413751 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1413832.500000 Penalty: 3063.088135
	Iteration 19Q: 3 clusters Score -1413832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1413899.250000 Penalty: 3063.088135
	Iteration 20F: 3 clusters Score -1413899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1413949.250000 Penalty: 3063.088135
	Iteration 21Q: 3 clusters Score -1413949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1413991.875000 Penalty: 3063.088135
	Iteration 22Q: 3 clusters Score -1413992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1414044.500000 Penalty: 3063.088135
	Iteration 23Q: 3 clusters Score -1414044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1414087.125000 Penalty: 3063.088135
	Iteration 24Q: 3 clusters Score -1414087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1414123.375000 Penalty: 3063.088135
	Iteration 25Q: 3 clusters Score -1414123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1414154.875000 Penalty: 3063.088135
	Iteration 26Q: 3 clusters Score -1414155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1414192.125000 Penalty: 3063.088135
	Iteration 27Q: 3 clusters Score -1414192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1414225.625000 Penalty: 3063.088135
	Iteration 28Q: 3 clusters Score -1414226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1414251.375000 Penalty: 3063.088135
	Iteration 29Q: 3 clusters Score -1414251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1414276.625000 Penalty: 3063.088135
	Iteration 30Q: 3 clusters Score -1414277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1414306.250000 Penalty: 3063.088135
	Iteration 31Q: 3 clusters Score -1414306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1414342.000000 Penalty: 3063.088135
	Iteration 32Q: 3 clusters Score -1414342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1414360.875000 Penalty: 3063.088135
	Iteration 33Q: 3 clusters Score -1414361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1414379.500000 Penalty: 3063.088135
	Iteration 34Q: 3 clusters Score -1414380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1414395.875000 Penalty: 3063.088135
	Iteration 35Q: 3 clusters Score -1414396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1414414.750000 Penalty: 3063.088135
	Iteration 36Q: 3 clusters Score -1414415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1414429.250000 Penalty: 3063.088135
	Iteration 37Q: 3 clusters Score -1414429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1414443.500000 Penalty: 3063.088135
	Iteration 38Q: 3 clusters Score -1414444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1414460.125000 Penalty: 3063.088135
	Iteration 39Q: 3 clusters Score -1414460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1414479.750000 Penalty: 3063.088135
	Iteration 40F: 3 clusters Score -1414480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1414496.000000 Penalty: 3063.088135
	Iteration 41Q: 3 clusters Score -1414496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1414514.625000 Penalty: 3063.088135
	Iteration 42Q: 3 clusters Score -1414515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1414525.875000 Penalty: 3063.088135
	Iteration 43Q: 3 clusters Score -1414526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1414540.250000 Penalty: 3063.088135
	Iteration 44Q: 3 clusters Score -1414540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1414548.875000 Penalty: 3063.088135
	Iteration 45Q: 3 clusters Score -1414549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1414555.000000 Penalty: 3063.088135
	Iteration 46Q: 3 clusters Score -1414555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1414564.125000 Penalty: 3063.088135
	Iteration 47Q: 3 clusters Score -1414564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1414570.250000 Penalty: 3063.088135
	Iteration 48Q: 3 clusters Score -1414570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1414575.875000 Penalty: 3063.088135
	Iteration 49Q: 3 clusters Score -1414576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1414583.125000 Penalty: 3063.088135
	Iteration 50Q: 3 clusters Score -1414583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1414588.375000 Penalty: 3063.088135
	Iteration 51Q: 3 clusters Score -1414588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1414596.625000 Penalty: 3063.088135
	Iteration 52Q: 3 clusters Score -1414597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1414598.125000 Penalty: 3063.088135
	Iteration 53Q: 3 clusters Score -1414598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1414598.625000 Penalty: 3063.088135
	Iteration 54Q: 3 clusters Score -1414599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1414599.375000 Penalty: 3063.088135
	Iteration 55Q: 3 clusters Score -1414599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1414599.375000 Penalty: 3063.088135
	Iteration 56F: 3 clusters Score -1414599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70719 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 114877 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 147530 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23424 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736804.000000 Penalty: 36686.867188
Iteration 79Q: 18 clusters Score -6.47368e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70695 members 
Mstep: Class 3 contains 50620 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 8519 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 8 contains 114859 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 147515 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1866 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23479 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736904.000000 Penalty: 36686.867188
Iteration 80F: 18 clusters Score -6.47369e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70674 members 
Mstep: Class 3 contains 50642 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1658 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 114851 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 147494 members 
Mstep: Class 12 contains 55354 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23536 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736956.000000 Penalty: 36686.867188
Iteration 81Q: 18 clusters Score -6.473696e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70649 members 
Mstep: Class 3 contains 50668 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 8472 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 114839 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 147466 members 
Mstep: Class 12 contains 55358 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 4601 members 
Mstep: Class 19 contains 23638 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736868.000000 Penalty: 36686.867188
Iteration 82Q: 18 clusters Score -6.473687e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70629 members 
Mstep: Class 3 contains 50687 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1650 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 114837 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 147444 members 
Mstep: Class 12 contains 55367 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 17 contains 1863 members 
Mstep: Class 18 contains 4604 members 
Mstep: Class 19 contains 23718 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736992.000000 Penalty: 36686.867188
Iteration 83Q: 18 clusters Score -6.473699e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 70604 members 
Mstep: Class 3 contains 50704 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 114824 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 147429 members 
Mstep: Class 12 contains 55374 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 22 contains 86542 members 
Mstep: Class 23 contains 12378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736952.000000 Penalty: 36686.867188
Iteration 84Q: 18 clusters Score -6.473695e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 70581 members 
Mstep: Class 3 contains 50718 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 114824 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 147423 members 
Mstep: Class 12 contains 55379 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 23819 members 
Mstep: Class 22 contains 86539 members 
Mstep: Class 23 contains 12373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736880.000000 Penalty: 36686.867188
Iteration 85Q: 18 clusters Score -6.473688e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 70559 members 
Mstep: Class 3 contains 50737 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 8404 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 114823 members 
Mstep: Class 10 contains 1959 members 
Mstep: Class 11 contains 147415 members 
Mstep: Class 12 contains 55380 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 19 contains 23865 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736856.000000 Penalty: 36686.867188
Iteration 86Q: 18 clusters Score -6.473686e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 70538 members 
Mstep: Class 3 contains 50761 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1647 members 
Mstep: Class 6 contains 8397 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 114828 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 147402 members 
Mstep: Class 12 contains 55376 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 19 contains 23895 members 
Mstep: Class 22 contains 86541 members 
Mstep: Class 23 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736968.000000 Penalty: 36686.867188
Iteration 87Q: 18 clusters Score -6.473697e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70516 members 
Mstep: Class 3 contains 50785 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 8390 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 114828 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 147378 members 
Mstep: Class 12 contains 55381 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 23927 members 
Mstep: Class 22 contains 86541 members 
Mstep: Class 23 contains 12368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736952.000000 Penalty: 36686.867188
Iteration 88Q: 18 clusters Score -6.473695e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 70502 members 
Mstep: Class 3 contains 50809 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 8376 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114820 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 147351 members 
Mstep: Class 12 contains 55387 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 23961 members 
Mstep: Class 22 contains 86540 members 
Mstep: Class 23 contains 12367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736988.000000 Penalty: 36686.867188
Iteration 89Q: 18 clusters Score -6.473699e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70479 members 
Mstep: Class 3 contains 50841 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 8372 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114805 members 
Mstep: Class 10 contains 1984 members 
Mstep: Class 11 contains 147313 members 
Mstep: Class 12 contains 55398 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 23977 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737056.000000 Penalty: 36686.867188
Iteration 90Q: 18 clusters Score -6.473706e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70452 members 
Mstep: Class 3 contains 50861 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114795 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 147312 members 
Mstep: Class 12 contains 55404 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24003 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737012.000000 Penalty: 36686.867188
Iteration 91Q: 18 clusters Score -6.473701e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 70427 members 
Mstep: Class 3 contains 50882 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114789 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 147295 members 
Mstep: Class 12 contains 55415 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24023 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64736960.000000 Penalty: 36686.867188
Iteration 92Q: 18 clusters Score -6.473696e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70406 members 
Mstep: Class 3 contains 50903 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114778 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 147273 members 
Mstep: Class 12 contains 55430 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24040 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737020.000000 Penalty: 36686.867188
Iteration 93Q: 18 clusters Score -6.473702e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 70392 members 
Mstep: Class 3 contains 50923 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114776 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 147255 members 
Mstep: Class 12 contains 55436 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24052 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737056.000000 Penalty: 36686.867188
Iteration 94Q: 18 clusters Score -6.473706e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 70373 members 
Mstep: Class 3 contains 50939 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114766 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 147243 members 
Mstep: Class 12 contains 55446 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24067 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737084.000000 Penalty: 36686.867188
Iteration 95Q: 18 clusters Score -6.473708e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 70358 members 
Mstep: Class 3 contains 50956 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114744 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 147236 members 
Mstep: Class 12 contains 55454 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24075 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737148.000000 Penalty: 36686.867188
Iteration 96Q: 18 clusters Score -6.473715e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 70346 members 
Mstep: Class 3 contains 50967 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114732 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 147231 members 
Mstep: Class 12 contains 55456 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24079 members 
Mstep: Class 22 contains 86539 members 
Mstep: Class 23 contains 12354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737116.000000 Penalty: 36686.867188
Iteration 97Q: 18 clusters Score -6.473712e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 70345 members 
Mstep: Class 3 contains 50981 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114720 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 147217 members 
Mstep: Class 12 contains 55457 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24089 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737116.000000 Penalty: 36686.867188
Iteration 98Q: 18 clusters Score -6.473712e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70339 members 
Mstep: Class 3 contains 50986 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114708 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 147217 members 
Mstep: Class 12 contains 55461 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24101 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737160.000000 Penalty: 36686.867188
Iteration 99Q: 18 clusters Score -6.473716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70334 members 
Mstep: Class 3 contains 50989 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 114694 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 147232 members 
Mstep: Class 12 contains 55459 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24113 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737172.000000 Penalty: 36686.867188
Iteration 100F: 18 clusters Score -6.473717e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70330 members 
Mstep: Class 3 contains 50996 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 114678 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 147233 members 
Mstep: Class 12 contains 55467 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 17 contains 1855 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737232.000000 Penalty: 36686.867188
Iteration 101Q: 18 clusters Score -6.473723e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 70324 members 
Mstep: Class 3 contains 51000 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 114666 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 147224 members 
Mstep: Class 12 contains 55470 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 24155 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737340.000000 Penalty: 36686.867188
Iteration 102Q: 18 clusters Score -6.473734e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70315 members 
Mstep: Class 3 contains 51009 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 114649 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 147224 members 
Mstep: Class 12 contains 55473 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 19 contains 24175 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737328.000000 Penalty: 36686.867188
Iteration 103Q: 18 clusters Score -6.473733e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70306 members 
Mstep: Class 3 contains 51011 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 114629 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 147237 members 
Mstep: Class 12 contains 55476 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24195 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737296.000000 Penalty: 36686.867188
Iteration 104Q: 18 clusters Score -6.47373e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70294 members 
Mstep: Class 3 contains 51018 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1594 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 114609 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 147252 members 
Mstep: Class 12 contains 55479 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 19 contains 24221 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737364.000000 Penalty: 36686.867188
Iteration 105Q: 18 clusters Score -6.473736e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70282 members 
Mstep: Class 3 contains 51029 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1590 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 114596 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 147259 members 
Mstep: Class 12 contains 55487 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24246 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737404.000000 Penalty: 36686.867188
Iteration 106Q: 18 clusters Score -6.47374e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70262 members 
Mstep: Class 3 contains 51042 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 114576 members 
Mstep: Class 10 contains 2089 members 
Mstep: Class 11 contains 147270 members 
Mstep: Class 12 contains 55498 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24275 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737396.000000 Penalty: 36686.867188
Iteration 107Q: 18 clusters Score -6.47374e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70244 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1581 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 864 members 
Mstep: Class 8 contains 114551 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 147276 members 
Mstep: Class 12 contains 55513 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24295 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737368.000000 Penalty: 36686.867188
Iteration 108Q: 18 clusters Score -6.473737e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70230 members 
Mstep: Class 3 contains 51073 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 114529 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 147272 members 
Mstep: Class 12 contains 55526 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24309 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737348.000000 Penalty: 36686.867188
Iteration 109Q: 18 clusters Score -6.473735e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70220 members 
Mstep: Class 3 contains 51090 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 114509 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 147270 members 
Mstep: Class 12 contains 55532 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24324 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737360.000000 Penalty: 36686.867188
Iteration 110Q: 18 clusters Score -6.473736e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70214 members 
Mstep: Class 3 contains 51096 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 114485 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 147276 members 
Mstep: Class 12 contains 55535 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24341 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737348.000000 Penalty: 36686.867188
Iteration 111Q: 18 clusters Score -6.473735e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70209 members 
Mstep: Class 3 contains 51105 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 8274 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114460 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 147284 members 
Mstep: Class 12 contains 55543 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24357 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737408.000000 Penalty: 36686.867188
Iteration 112Q: 18 clusters Score -6.473741e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70200 members 
Mstep: Class 3 contains 51110 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114437 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 147289 members 
Mstep: Class 12 contains 55552 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737428.000000 Penalty: 36686.867188
Iteration 113Q: 18 clusters Score -6.473743e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70191 members 
Mstep: Class 3 contains 51111 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114416 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 147288 members 
Mstep: Class 12 contains 55568 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24389 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737448.000000 Penalty: 36686.867188
Iteration 114Q: 18 clusters Score -6.473745e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70186 members 
Mstep: Class 3 contains 51112 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114387 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 147288 members 
Mstep: Class 12 contains 55591 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24405 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737484.000000 Penalty: 36686.867188
Iteration 115Q: 18 clusters Score -6.473748e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70183 members 
Mstep: Class 3 contains 51116 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 8246 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114361 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 147288 members 
Mstep: Class 12 contains 55609 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24424 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737420.000000 Penalty: 36686.867188
Iteration 116Q: 18 clusters Score -6.473742e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70179 members 
Mstep: Class 3 contains 51120 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 114335 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 147287 members 
Mstep: Class 12 contains 55628 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24439 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737432.000000 Penalty: 36686.867188
Iteration 117Q: 18 clusters Score -6.473743e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70174 members 
Mstep: Class 3 contains 51126 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 8239 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 114314 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 147292 members 
Mstep: Class 12 contains 55638 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24444 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737496.000000 Penalty: 36686.867188
Iteration 118Q: 18 clusters Score -6.47375e+07 nChanged 81
Entering ConstructFrom: 
Score: -64737496.000000 Penalty: 36686.867188
Entering ConstructFrom: 
Trying to split cluster 1 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -131780.812500 Penalty: 1151.730713
	Iteration 0F: 2 clusters Score -131780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -130194.828125 Penalty: 2303.461426
	Iteration 0F: 3 clusters Score -130194.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -130457.390625 Penalty: 2303.461426
	Iteration 1F: 3 clusters Score -130457.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -130520.398438 Penalty: 2303.461426
	Iteration 2F: 3 clusters Score -130520.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130553.156250 Penalty: 2303.461426
	Iteration 3Q: 3 clusters Score -130553.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130570.476562 Penalty: 2303.461426
	Iteration 4Q: 3 clusters Score -130570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130577.484375 Penalty: 2303.461426
	Iteration 5Q: 3 clusters Score -130577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -130583.437500 Penalty: 2303.461426
	Iteration 6Q: 3 clusters Score -130583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130588.937500 Penalty: 2303.461426
	Iteration 7Q: 3 clusters Score -130588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130595.929688 Penalty: 2303.461426
	Iteration 8Q: 3 clusters Score -130595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130602.929688 Penalty: 2303.461426
	Iteration 9Q: 3 clusters Score -130602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130607.601562 Penalty: 2303.461426
	Iteration 10Q: 3 clusters Score -130607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130608.960938 Penalty: 2303.461426
	Iteration 11Q: 3 clusters Score -130609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130610.718750 Penalty: 2303.461426
	Iteration 12Q: 3 clusters Score -130610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130612.093750 Penalty: 2303.461426
	Iteration 13Q: 3 clusters Score -130612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -130613.406250 Penalty: 2303.461426
	Iteration 14Q: 3 clusters Score -130613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -130615.156250 Penalty: 2303.461426
	Iteration 15Q: 3 clusters Score -130615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130616.445312 Penalty: 2303.461426
	Iteration 16Q: 3 clusters Score -130616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130616.773438 Penalty: 2303.461426
	Iteration 17Q: 3 clusters Score -130616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130616.773438 Penalty: 2303.461426
	Iteration 18F: 3 clusters Score -130616.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Entering Unmasked Estep 
Score: -7980971.500000 Penalty: 1813.280273
	Iteration 0F: 2 clusters Score -7980972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7934158.500000 Penalty: 3626.560547
	Iteration 0F: 3 clusters Score -7934158 nChanged 33222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7953388.000000 Penalty: 3626.560547
	Iteration 1F: 3 clusters Score -7953388 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -7954249.500000 Penalty: 3626.560547
	Iteration 2Q: 3 clusters Score -7954250 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -7955355.000000 Penalty: 3626.560547
	Iteration 3Q: 3 clusters Score -7955355 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7956660.500000 Penalty: 3626.560547
	Iteration 4Q: 3 clusters Score -7956660 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7958219.500000 Penalty: 3626.560547
	Iteration 5Q: 3 clusters Score -7958220 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -7959993.000000 Penalty: 3626.560547
	Iteration 6Q: 3 clusters Score -7959993 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -7961916.500000 Penalty: 3626.560547
	Iteration 7F: 3 clusters Score -7961916 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -7964042.500000 Penalty: 3626.560547
	Iteration 8F: 3 clusters Score -7964042 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -7966095.000000 Penalty: 3626.560547
	Iteration 9F: 3 clusters Score -7966095 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -7967757.000000 Penalty: 3626.560547
	Iteration 10Q: 3 clusters Score -7967757 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7968883.000000 Penalty: 3626.560547
	Iteration 11Q: 3 clusters Score -7968883 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7969619.500000 Penalty: 3626.560547
	Iteration 12Q: 3 clusters Score -7969620 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -7970166.000000 Penalty: 3626.560547
	Iteration 13Q: 3 clusters Score -7970166 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -7970615.500000 Penalty: 3626.560547
	Iteration 14Q: 3 clusters Score -7970616 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -7971052.500000 Penalty: 3626.560547
	Iteration 15Q: 3 clusters Score -7971052 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -7971520.000000 Penalty: 3626.560547
	Iteration 16Q: 3 clusters Score -7971520 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -7971998.500000 Penalty: 3626.560547
	Iteration 17Q: 3 clusters Score -7971998 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -7972552.500000 Penalty: 3626.560547
	Iteration 18Q: 3 clusters Score -7972552 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -7973084.500000 Penalty: 3626.560547
	Iteration 19Q: 3 clusters Score -7973084 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7973719.500000 Penalty: 3626.560547
	Iteration 20F: 3 clusters Score -7973720 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -7974282.000000 Penalty: 3626.560547
	Iteration 21Q: 3 clusters Score -7974282 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -7974935.500000 Penalty: 3626.560547
	Iteration 22Q: 3 clusters Score -7974936 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -7975660.500000 Penalty: 3626.560547
	Iteration 23Q: 3 clusters Score -7975660 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -7976383.500000 Penalty: 3626.560547
	Iteration 24Q: 3 clusters Score -7976384 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7977046.500000 Penalty: 3626.560547
	Iteration 25Q: 3 clusters Score -7977046 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7977590.500000 Penalty: 3626.560547
	Iteration 26Q: 3 clusters Score -7977590 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7978072.000000 Penalty: 3626.560547
	Iteration 27Q: 3 clusters Score -7978072 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7978392.500000 Penalty: 3626.560547
	Iteration 28Q: 3 clusters Score -7978392 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7978630.000000 Penalty: 3626.560547
	Iteration 29Q: 3 clusters Score -7978630 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7978809.000000 Penalty: 3626.560547
	Iteration 30Q: 3 clusters Score -7978809 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7978940.000000 Penalty: 3626.560547
	Iteration 31Q: 3 clusters Score -7978940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7979040.000000 Penalty: 3626.560547
	Iteration 32Q: 3 clusters Score -7979040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7979113.000000 Penalty: 3626.560547
	Iteration 33Q: 3 clusters Score -7979113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7979152.000000 Penalty: 3626.560547
	Iteration 34Q: 3 clusters Score -7979152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7979204.000000 Penalty: 3626.560547
	Iteration 35Q: 3 clusters Score -7979204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7979246.000000 Penalty: 3626.560547
	Iteration 36Q: 3 clusters Score -7979246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7979269.500000 Penalty: 3626.560547
	Iteration 37Q: 3 clusters Score -7979270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7979295.000000 Penalty: 3626.560547
	Iteration 38Q: 3 clusters Score -7979295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7979314.000000 Penalty: 3626.560547
	Iteration 39Q: 3 clusters Score -7979314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7979324.000000 Penalty: 3626.560547
	Iteration 40F: 3 clusters Score -7979324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7979357.000000 Penalty: 3626.560547
	Iteration 41Q: 3 clusters Score -7979357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7979364.000000 Penalty: 3626.560547
	Iteration 42Q: 3 clusters Score -7979364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7979368.000000 Penalty: 3626.560547
	Iteration 43Q: 3 clusters Score -7979368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7979374.500000 Penalty: 3626.560547
	Iteration 44Q: 3 clusters Score -7979374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7979376.500000 Penalty: 3626.560547
	Iteration 45Q: 3 clusters Score -7979376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7979385.000000 Penalty: 3626.560547
	Iteration 46Q: 3 clusters Score -7979385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7979394.000000 Penalty: 3626.560547
	Iteration 47Q: 3 clusters Score -7979394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7979394.000000 Penalty: 3626.560547
	Iteration 48Q: 3 clusters Score -7979394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7979398.000000 Penalty: 3626.560547
	Iteration 49Q: 3 clusters Score -7979398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7979399.500000 Penalty: 3626.560547
	Iteration 50Q: 3 clusters Score -7979400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7979403.500000 Penalty: 3626.560547
	Iteration 51Q: 3 clusters Score -7979404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7979409.500000 Penalty: 3626.560547
	Iteration 52Q: 3 clusters Score -7979410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7979423.500000 Penalty: 3626.560547
	Iteration 53Q: 3 clusters Score -7979424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7979430.000000 Penalty: 3626.560547
	Iteration 54Q: 3 clusters Score -7979430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7979433.500000 Penalty: 3626.560547
	Iteration 55Q: 3 clusters Score -7979434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7979438.500000 Penalty: 3626.560547
	Iteration 56Q: 3 clusters Score -7979438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7979444.500000 Penalty: 3626.560547
	Iteration 57Q: 3 clusters Score -7979444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7979450.500000 Penalty: 3626.560547
	Iteration 58Q: 3 clusters Score -7979450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7979451.000000 Penalty: 3626.560547
	Iteration 59Q: 3 clusters Score -7979451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7979450.500000 Penalty: 3626.560547
	Iteration 60F: 3 clusters Score -7979450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7979451.500000 Penalty: 3626.560547
	Iteration 61Q: 3 clusters Score -7979452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7979450.500000 Penalty: 3626.560547
	Iteration 62Q: 3 clusters Score -7979450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7979449.500000 Penalty: 3626.560547
	Iteration 63Q: 3 clusters Score -7979450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7979454.000000 Penalty: 3626.560547
	Iteration 64Q: 3 clusters Score -7979454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7979453.000000 Penalty: 3626.560547
	Iteration 65Q: 3 clusters Score -7979453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7979453.000000 Penalty: 3626.560547
	Iteration 66F: 3 clusters Score -7979453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Entering Unmasked Estep 
Score: -5827297.500000 Penalty: 1761.851929
	Iteration 0F: 2 clusters Score -5827298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5792977.500000 Penalty: 3523.703857
	Iteration 0F: 3 clusters Score -5792978 nChanged 24036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -5806673.000000 Penalty: 3523.703857
	Iteration 1F: 3 clusters Score -5806673 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5807284.500000 Penalty: 3523.703857
	Iteration 2Q: 3 clusters Score -5807284 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5807967.000000 Penalty: 3523.703857
	Iteration 3Q: 3 clusters Score -5807967 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5808865.000000 Penalty: 3523.703857
	Iteration 4Q: 3 clusters Score -5808865 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5810068.500000 Penalty: 3523.703857
	Iteration 5Q: 3 clusters Score -5810068 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -5811600.000000 Penalty: 3523.703857
	Iteration 6F: 3 clusters Score -5811600 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5813737.000000 Penalty: 3523.703857
	Iteration 7F: 3 clusters Score -5813737 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -5816252.500000 Penalty: 3523.703857
	Iteration 8F: 3 clusters Score -5816252 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5818319.500000 Penalty: 3523.703857
	Iteration 9F: 3 clusters Score -5818320 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -5819323.500000 Penalty: 3523.703857
	Iteration 10Q: 3 clusters Score -5819324 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5819681.000000 Penalty: 3523.703857
	Iteration 11Q: 3 clusters Score -5819681 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -5819886.000000 Penalty: 3523.703857
	Iteration 12Q: 3 clusters Score -5819886 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -5820043.000000 Penalty: 3523.703857
	Iteration 13Q: 3 clusters Score -5820043 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -5820209.000000 Penalty: 3523.703857
	Iteration 14Q: 3 clusters Score -5820209 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5820323.500000 Penalty: 3523.703857
	Iteration 15Q: 3 clusters Score -5820324 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5820421.000000 Penalty: 3523.703857
	Iteration 16Q: 3 clusters Score -5820421 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -5820594.500000 Penalty: 3523.703857
	Iteration 17Q: 3 clusters Score -5820594 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -5820709.500000 Penalty: 3523.703857
	Iteration 18Q: 3 clusters Score -5820710 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5820823.500000 Penalty: 3523.703857
	Iteration 19Q: 3 clusters Score -5820824 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5820938.500000 Penalty: 3523.703857
	Iteration 20F: 3 clusters Score -5820938 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -5821117.000000 Penalty: 3523.703857
	Iteration 21Q: 3 clusters Score -5821117 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -5821275.000000 Penalty: 3523.703857
	Iteration 22Q: 3 clusters Score -5821275 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5821480.500000 Penalty: 3523.703857
	Iteration 23Q: 3 clusters Score -5821480 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5821720.500000 Penalty: 3523.703857
	Iteration 24Q: 3 clusters Score -5821720 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5821912.000000 Penalty: 3523.703857
	Iteration 25Q: 3 clusters Score -5821912 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5822124.000000 Penalty: 3523.703857
	Iteration 26Q: 3 clusters Score -5822124 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5822303.000000 Penalty: 3523.703857
	Iteration 27Q: 3 clusters Score -5822303 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5822539.500000 Penalty: 3523.703857
	Iteration 28Q: 3 clusters Score -5822540 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -5822723.500000 Penalty: 3523.703857
	Iteration 29Q: 3 clusters Score -5822724 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5822926.000000 Penalty: 3523.703857
	Iteration 30Q: 3 clusters Score -5822926 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5823177.500000 Penalty: 3523.703857
	Iteration 31Q: 3 clusters Score -5823178 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5823389.000000 Penalty: 3523.703857
	Iteration 32Q: 3 clusters Score -5823389 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5823617.000000 Penalty: 3523.703857
	Iteration 33Q: 3 clusters Score -5823617 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -5823827.500000 Penalty: 3523.703857
	Iteration 34Q: 3 clusters Score -5823828 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -5823976.000000 Penalty: 3523.703857
	Iteration 35Q: 3 clusters Score -5823976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -5824154.000000 Penalty: 3523.703857
	Iteration 36Q: 3 clusters Score -5824154 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5824302.000000 Penalty: 3523.703857
	Iteration 37Q: 3 clusters Score -5824302 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5824452.500000 Penalty: 3523.703857
	Iteration 38Q: 3 clusters Score -5824452 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -5824582.000000 Penalty: 3523.703857
	Iteration 39Q: 3 clusters Score -5824582 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5824730.000000 Penalty: 3523.703857
	Iteration 40F: 3 clusters Score -5824730 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -5824871.000000 Penalty: 3523.703857
	Iteration 41Q: 3 clusters Score -5824871 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5825031.000000 Penalty: 3523.703857
	Iteration 42Q: 3 clusters Score -5825031 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -5825141.000000 Penalty: 3523.703857
	Iteration 43Q: 3 clusters Score -5825141 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -5825233.500000 Penalty: 3523.703857
	Iteration 44Q: 3 clusters Score -5825234 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5825324.500000 Penalty: 3523.703857
	Iteration 45Q: 3 clusters Score -5825324 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -5825388.000000 Penalty: 3523.703857
	Iteration 46Q: 3 clusters Score -5825388 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -5825407.000000 Penalty: 3523.703857
	Iteration 47Q: 3 clusters Score -5825407 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -5825478.000000 Penalty: 3523.703857
	Iteration 48Q: 3 clusters Score -5825478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -5825511.000000 Penalty: 3523.703857
	Iteration 49Q: 3 clusters Score -5825511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -5825550.500000 Penalty: 3523.703857
	Iteration 50Q: 3 clusters Score -5825550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -5825580.000000 Penalty: 3523.703857
	Iteration 51Q: 3 clusters Score -5825580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5825590.500000 Penalty: 3523.703857
	Iteration 52Q: 3 clusters Score -5825590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -5825597.500000 Penalty: 3523.703857
	Iteration 53Q: 3 clusters Score -5825598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -5825613.000000 Penalty: 3523.703857
	Iteration 54Q: 3 clusters Score -5825613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5825617.500000 Penalty: 3523.703857
	Iteration 55Q: 3 clusters Score -5825618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -5825657.000000 Penalty: 3523.703857
	Iteration 56Q: 3 clusters Score -5825657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -5825681.000000 Penalty: 3523.703857
	Iteration 57Q: 3 clusters Score -5825681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5825704.000000 Penalty: 3523.703857
	Iteration 58Q: 3 clusters Score -5825704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -5825704.500000 Penalty: 3523.703857
	Iteration 59Q: 3 clusters Score -5825704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -5825725.500000 Penalty: 3523.703857
	Iteration 60F: 3 clusters Score -5825726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -5825741.000000 Penalty: 3523.703857
	Iteration 61Q: 3 clusters Score -5825741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5825767.000000 Penalty: 3523.703857
	Iteration 62Q: 3 clusters Score -5825767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5825764.500000 Penalty: 3523.703857
	Iteration 63Q: 3 clusters Score -5825764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5825777.500000 Penalty: 3523.703857
	Iteration 64Q: 3 clusters Score -5825778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -5825775.000000 Penalty: 3523.703857
	Iteration 65Q: 3 clusters Score -5825775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -5825784.000000 Penalty: 3523.703857
	Iteration 66Q: 3 clusters Score -5825784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -5825797.000000 Penalty: 3523.703857
	Iteration 67Q: 3 clusters Score -5825797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -5825811.500000 Penalty: 3523.703857
	Iteration 68Q: 3 clusters Score -5825812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -5825822.000000 Penalty: 3523.703857
	Iteration 69Q: 3 clusters Score -5825822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -5825821.500000 Penalty: 3523.703857
	Iteration 70Q: 3 clusters Score -5825822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -5825826.500000 Penalty: 3523.703857
	Iteration 71Q: 3 clusters Score -5825826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -5825827.000000 Penalty: 3523.703857
	Iteration 72Q: 3 clusters Score -5825827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -5825821.500000 Penalty: 3523.703857
	Iteration 73Q: 3 clusters Score -5825822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5825817.500000 Penalty: 3523.703857
	Iteration 74Q: 3 clusters Score -5825818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -5825816.500000 Penalty: 3523.703857
	Iteration 75Q: 3 clusters Score -5825816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -5825818.500000 Penalty: 3523.703857
	Iteration 76Q: 3 clusters Score -5825818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -5825817.500000 Penalty: 3523.703857
	Iteration 77Q: 3 clusters Score -5825818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -5825819.500000 Penalty: 3523.703857
	Iteration 78Q: 3 clusters Score -5825820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -5825816.000000 Penalty: 3523.703857
	Iteration 79Q: 3 clusters Score -5825816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -5825819.500000 Penalty: 3523.703857
	Iteration 80F: 3 clusters Score -5825820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -5825821.000000 Penalty: 3523.703857
	Iteration 81Q: 3 clusters Score -5825821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -5825828.500000 Penalty: 3523.703857
	Iteration 82Q: 3 clusters Score -5825828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -5825831.000000 Penalty: 3523.703857
	Iteration 83Q: 3 clusters Score -5825831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5825830.000000 Penalty: 3523.703857
	Iteration 84Q: 3 clusters Score -5825830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -5825830.000000 Penalty: 3523.703857
	Iteration 85Q: 3 clusters Score -5825830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5825829.000000 Penalty: 3523.703857
	Iteration 86Q: 3 clusters Score -5825829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5825833.500000 Penalty: 3523.703857
	Iteration 87Q: 3 clusters Score -5825834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5825833.500000 Penalty: 3523.703857
	Iteration 88F: 3 clusters Score -5825834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -161702.859375 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -161702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159937.062500 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -159937.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -160279.437500 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -160279.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160349.437500 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -160349.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160394.843750 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -160394.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160424.687500 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -160424.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160437.640625 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -160437.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160454.968750 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -160455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -160468.515625 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -160468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160475.953125 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -160476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -160482.421875 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -160482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160489.062500 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -160489.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160501.406250 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -160501.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -160509.609375 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -160509.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160514.609375 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -160514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160521.906250 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -160521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160525.796875 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -160525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160529.343750 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -160529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -160531.890625 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -160531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160536.437500 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -160536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160540.828125 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -160540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160543.468750 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -160543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160545.187500 Penalty: 2381.314941
	Iteration 21Q: 3 clusters Score -160545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160545.453125 Penalty: 2381.314941
	Iteration 22Q: 3 clusters Score -160545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160545.843750 Penalty: 2381.314941
	Iteration 23Q: 3 clusters Score -160545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160546.734375 Penalty: 2381.314941
	Iteration 24Q: 3 clusters Score -160546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160546.734375 Penalty: 2381.314941
	Iteration 25F: 3 clusters Score -160546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -184704.734375 Penalty: 1195.602905
	Iteration 0F: 2 clusters Score -184704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -182840.421875 Penalty: 2391.205811
	Iteration 0F: 3 clusters Score -182840.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183186.171875 Penalty: 2391.205811
	Iteration 1F: 3 clusters Score -183186.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183276.453125 Penalty: 2391.205811
	Iteration 2F: 3 clusters Score -183276.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183311.187500 Penalty: 2391.205811
	Iteration 3Q: 3 clusters Score -183311.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -183331.015625 Penalty: 2391.205811
	Iteration 4Q: 3 clusters Score -183331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183353.437500 Penalty: 2391.205811
	Iteration 5Q: 3 clusters Score -183353.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183370.906250 Penalty: 2391.205811
	Iteration 6Q: 3 clusters Score -183370.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183383.156250 Penalty: 2391.205811
	Iteration 7Q: 3 clusters Score -183383.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183397.703125 Penalty: 2391.205811
	Iteration 8Q: 3 clusters Score -183397.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -183404.296875 Penalty: 2391.205811
	Iteration 9Q: 3 clusters Score -183404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183410.718750 Penalty: 2391.205811
	Iteration 10Q: 3 clusters Score -183410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183418.500000 Penalty: 2391.205811
	Iteration 11Q: 3 clusters Score -183418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183426.515625 Penalty: 2391.205811
	Iteration 12Q: 3 clusters Score -183426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183431.375000 Penalty: 2391.205811
	Iteration 13Q: 3 clusters Score -183431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183431.953125 Penalty: 2391.205811
	Iteration 14Q: 3 clusters Score -183432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183434.921875 Penalty: 2391.205811
	Iteration 15Q: 3 clusters Score -183434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183438.015625 Penalty: 2391.205811
	Iteration 16Q: 3 clusters Score -183438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183439.234375 Penalty: 2391.205811
	Iteration 17Q: 3 clusters Score -183439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183440.218750 Penalty: 2391.205811
	Iteration 18Q: 3 clusters Score -183440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -183441.000000 Penalty: 2391.205811
	Iteration 19Q: 3 clusters Score -183441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183442.140625 Penalty: 2391.205811
	Iteration 20F: 3 clusters Score -183442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -183443.640625 Penalty: 2391.205811
	Iteration 21Q: 3 clusters Score -183443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183444.171875 Penalty: 2391.205811
	Iteration 22Q: 3 clusters Score -183444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183444.546875 Penalty: 2391.205811
	Iteration 23Q: 3 clusters Score -183444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183444.546875 Penalty: 2391.205811
	Iteration 24F: 3 clusters Score -183444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -928632.750000 Penalty: 1465.104492
	Iteration 0F: 2 clusters Score -928632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -922601.375000 Penalty: 2930.208984
	Iteration 0F: 3 clusters Score -922601.4 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -924464.312500 Penalty: 2930.208984
	Iteration 1F: 3 clusters Score -924464.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -924695.250000 Penalty: 2930.208984
	Iteration 2F: 3 clusters Score -924695.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -924854.437500 Penalty: 2930.208984
	Iteration 3Q: 3 clusters Score -924854.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -924980.937500 Penalty: 2930.208984
	Iteration 4Q: 3 clusters Score -924980.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -925101.750000 Penalty: 2930.208984
	Iteration 5Q: 3 clusters Score -925101.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -925227.062500 Penalty: 2930.208984
	Iteration 6Q: 3 clusters Score -925227.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -925341.500000 Penalty: 2930.208984
	Iteration 7Q: 3 clusters Score -925341.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -925464.375000 Penalty: 2930.208984
	Iteration 8Q: 3 clusters Score -925464.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -925621.312500 Penalty: 2930.208984
	Iteration 9Q: 3 clusters Score -925621.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -925838.750000 Penalty: 2930.208984
	Iteration 10Q: 3 clusters Score -925838.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -926070.500000 Penalty: 2930.208984
	Iteration 11Q: 3 clusters Score -926070.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -926315.875000 Penalty: 2930.208984
	Iteration 12Q: 3 clusters Score -926315.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -926541.750000 Penalty: 2930.208984
	Iteration 13Q: 3 clusters Score -926541.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -926688.562500 Penalty: 2930.208984
	Iteration 14Q: 3 clusters Score -926688.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -926788.687500 Penalty: 2930.208984
	Iteration 15Q: 3 clusters Score -926788.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -926855.937500 Penalty: 2930.208984
	Iteration 16Q: 3 clusters Score -926855.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -926907.937500 Penalty: 2930.208984
	Iteration 17Q: 3 clusters Score -926907.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -926945.750000 Penalty: 2930.208984
	Iteration 18Q: 3 clusters Score -926945.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -926983.562500 Penalty: 2930.208984
	Iteration 19Q: 3 clusters Score -926983.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -927012.000000 Penalty: 2930.208984
	Iteration 20F: 3 clusters Score -927012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -927031.937500 Penalty: 2930.208984
	Iteration 21Q: 3 clusters Score -927031.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -927051.437500 Penalty: 2930.208984
	Iteration 22Q: 3 clusters Score -927051.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -927065.562500 Penalty: 2930.208984
	Iteration 23Q: 3 clusters Score -927065.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -927079.000000 Penalty: 2930.208984
	Iteration 24Q: 3 clusters Score -927079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -927089.500000 Penalty: 2930.208984
	Iteration 25Q: 3 clusters Score -927089.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -927100.187500 Penalty: 2930.208984
	Iteration 26Q: 3 clusters Score -927100.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -927105.312500 Penalty: 2930.208984
	Iteration 27Q: 3 clusters Score -927105.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -927114.937500 Penalty: 2930.208984
	Iteration 28Q: 3 clusters Score -927114.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -927122.062500 Penalty: 2930.208984
	Iteration 29Q: 3 clusters Score -927122.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -927130.250000 Penalty: 2930.208984
	Iteration 30Q: 3 clusters Score -927130.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -927143.625000 Penalty: 2930.208984
	Iteration 31Q: 3 clusters Score -927143.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -927151.375000 Penalty: 2930.208984
	Iteration 32Q: 3 clusters Score -927151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -927157.812500 Penalty: 2930.208984
	Iteration 33Q: 3 clusters Score -927157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -927163.875000 Penalty: 2930.208984
	Iteration 34Q: 3 clusters Score -927163.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -927167.375000 Penalty: 2930.208984
	Iteration 35Q: 3 clusters Score -927167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -927171.125000 Penalty: 2930.208984
	Iteration 36Q: 3 clusters Score -927171.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -927171.687500 Penalty: 2930.208984
	Iteration 37Q: 3 clusters Score -927171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -927174.312500 Penalty: 2930.208984
	Iteration 38Q: 3 clusters Score -927174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -927174.875000 Penalty: 2930.208984
	Iteration 39Q: 3 clusters Score -927174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -927177.312500 Penalty: 2930.208984
	Iteration 40F: 3 clusters Score -927177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -927181.875000 Penalty: 2930.208984
	Iteration 41Q: 3 clusters Score -927181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -927183.375000 Penalty: 2930.208984
	Iteration 42Q: 3 clusters Score -927183.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -927186.937500 Penalty: 2930.208984
	Iteration 43Q: 3 clusters Score -927186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -927193.062500 Penalty: 2930.208984
	Iteration 44Q: 3 clusters Score -927193.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -927193.812500 Penalty: 2930.208984
	Iteration 45Q: 3 clusters Score -927193.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -927198.500000 Penalty: 2930.208984
	Iteration 46Q: 3 clusters Score -927198.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -927201.312500 Penalty: 2930.208984
	Iteration 47Q: 3 clusters Score -927201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -927206.687500 Penalty: 2930.208984
	Iteration 48Q: 3 clusters Score -927206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -927208.125000 Penalty: 2930.208984
	Iteration 49Q: 3 clusters Score -927208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -927210.437500 Penalty: 2930.208984
	Iteration 50Q: 3 clusters Score -927210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -927212.562500 Penalty: 2930.208984
	Iteration 51Q: 3 clusters Score -927212.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -927212.625000 Penalty: 2930.208984
	Iteration 52Q: 3 clusters Score -927212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -927214.812500 Penalty: 2930.208984
	Iteration 53Q: 3 clusters Score -927214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -927217.062500 Penalty: 2930.208984
	Iteration 54Q: 3 clusters Score -927217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -927218.437500 Penalty: 2930.208984
	Iteration 55Q: 3 clusters Score -927218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -927220.562500 Penalty: 2930.208984
	Iteration 56Q: 3 clusters Score -927220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -927220.125000 Penalty: 2930.208984
	Iteration 57Q: 3 clusters Score -927220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -927220.062500 Penalty: 2930.208984
	Iteration 58Q: 3 clusters Score -927220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -927221.375000 Penalty: 2930.208984
	Iteration 59Q: 3 clusters Score -927221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -927223.875000 Penalty: 2930.208984
	Iteration 60F: 3 clusters Score -927223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -927224.687500 Penalty: 2930.208984
	Iteration 61Q: 3 clusters Score -927224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -927224.937500 Penalty: 2930.208984
	Iteration 62Q: 3 clusters Score -927224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -927226.125000 Penalty: 2930.208984
	Iteration 63Q: 3 clusters Score -927226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -927226.125000 Penalty: 2930.208984
	Iteration 64F: 3 clusters Score -927226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -84646.812500 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -84646.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83429.289062 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -83429.29 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83777.484375 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -83777.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83945.125000 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -83945.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84318.250000 Penalty: 2196.002930
	Iteration 3F: 3 clusters Score -84318.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -84925.484375 Penalty: 2196.002930
	Iteration 4F: 3 clusters Score -84925.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85526.523438 Penalty: 2196.002930
	Iteration 5F: 3 clusters Score -85526.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85704.148438 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -85704.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85727.226562 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -85727.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85727.226562 Penalty: 2196.002930
	Iteration 8F: 3 clusters Score -85727.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70168 members 
Mstep: Class 3 contains 51132 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 114287 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 147304 members 
Mstep: Class 12 contains 55649 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24450 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12234 members 
Entering Unmasked Estep 
Score: -64737568.000000 Penalty: 38844.917969
Splitting cluster 7 changes total score from -64737496.000000 to -64737568.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (114287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114287 members 
Entering Unmasked Estep 
Score: -12884980.000000 Penalty: 1892.551025
	Iteration 0F: 2 clusters Score -1.288498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -12811172.000000 Penalty: 3785.102051
	Iteration 0F: 3 clusters Score -1.281117e+07 nChanged 54604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -12843287.000000 Penalty: 3785.102051
	Iteration 1F: 3 clusters Score -1.284329e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -12844482.000000 Penalty: 3785.102051
	Iteration 2Q: 3 clusters Score -1.284448e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -12846435.000000 Penalty: 3785.102051
	Iteration 3Q: 3 clusters Score -1.284644e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -12850320.000000 Penalty: 3785.102051
	Iteration 4F: 3 clusters Score -1.285032e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -12856722.000000 Penalty: 3785.102051
	Iteration 5F: 3 clusters Score -1.285672e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -12865243.000000 Penalty: 3785.102051
	Iteration 6F: 3 clusters Score -1.286524e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -12873755.000000 Penalty: 3785.102051
	Iteration 7F: 3 clusters Score -1.287376e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -12879074.000000 Penalty: 3785.102051
	Iteration 8F: 3 clusters Score -1.287907e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111415 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -12881805.000000 Penalty: 3785.102051
	Iteration 9Q: 3 clusters Score -1.28818e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12882816.000000 Penalty: 3785.102051
	Iteration 10Q: 3 clusters Score -1.288282e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12883272.000000 Penalty: 3785.102051
	Iteration 11Q: 3 clusters Score -1.288327e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12883469.000000 Penalty: 3785.102051
	Iteration 12Q: 3 clusters Score -1.288347e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12883563.000000 Penalty: 3785.102051
	Iteration 13Q: 3 clusters Score -1.288356e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12883624.000000 Penalty: 3785.102051
	Iteration 14Q: 3 clusters Score -1.288362e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12883667.000000 Penalty: 3785.102051
	Iteration 15Q: 3 clusters Score -1.288367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12883673.000000 Penalty: 3785.102051
	Iteration 16Q: 3 clusters Score -1.288367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12883688.000000 Penalty: 3785.102051
	Iteration 17Q: 3 clusters Score -1.288369e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12883705.000000 Penalty: 3785.102051
	Iteration 18Q: 3 clusters Score -1.28837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12883714.000000 Penalty: 3785.102051
	Iteration 19Q: 3 clusters Score -1.288371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12883728.000000 Penalty: 3785.102051
	Iteration 20F: 3 clusters Score -1.288373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12883721.000000 Penalty: 3785.102051
	Iteration 21Q: 3 clusters Score -1.288372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113379 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12883729.000000 Penalty: 3785.102051
	Iteration 22Q: 3 clusters Score -1.288373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12883719.000000 Penalty: 3785.102051
	Iteration 23Q: 3 clusters Score -1.288372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12883722.000000 Penalty: 3785.102051
	Iteration 24Q: 3 clusters Score -1.288372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12883727.000000 Penalty: 3785.102051
	Iteration 25Q: 3 clusters Score -1.288373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12883731.000000 Penalty: 3785.102051
	Iteration 26Q: 3 clusters Score -1.288373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113393 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12883733.000000 Penalty: 3785.102051
	Iteration 27Q: 3 clusters Score -1.288373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12883734.000000 Penalty: 3785.102051
	Iteration 28Q: 3 clusters Score -1.288373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12883738.000000 Penalty: 3785.102051
	Iteration 29Q: 3 clusters Score -1.288374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12883737.000000 Penalty: 3785.102051
	Iteration 30Q: 3 clusters Score -1.288374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12883742.000000 Penalty: 3785.102051
	Iteration 31Q: 3 clusters Score -1.288374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12883745.000000 Penalty: 3785.102051
	Iteration 32Q: 3 clusters Score -1.288374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12883749.000000 Penalty: 3785.102051
	Iteration 33Q: 3 clusters Score -1.288375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113407 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12883745.000000 Penalty: 3785.102051
	Iteration 34Q: 3 clusters Score -1.288374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12883752.000000 Penalty: 3785.102051
	Iteration 35Q: 3 clusters Score -1.288375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12883750.000000 Penalty: 3785.102051
	Iteration 36Q: 3 clusters Score -1.288375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12883749.000000 Penalty: 3785.102051
	Iteration 37Q: 3 clusters Score -1.288375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12883746.000000 Penalty: 3785.102051
	Iteration 38Q: 3 clusters Score -1.288375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12883754.000000 Penalty: 3785.102051
	Iteration 39Q: 3 clusters Score -1.288375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12883748.000000 Penalty: 3785.102051
	Iteration 40F: 3 clusters Score -1.288375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113407 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12883741.000000 Penalty: 3785.102051
	Iteration 41Q: 3 clusters Score -1.288374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12883753.000000 Penalty: 3785.102051
	Iteration 42Q: 3 clusters Score -1.288375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12883750.000000 Penalty: 3785.102051
	Iteration 43Q: 3 clusters Score -1.288375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12883750.000000 Penalty: 3785.102051
	Iteration 44F: 3 clusters Score -1.288375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -248607.875000 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -248607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246426.906250 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -246426.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -246894.312500 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -246894.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -246982.328125 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -246982.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -247036.718750 Penalty: 2494.854004
	Iteration 3Q: 3 clusters Score -247036.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -247065.375000 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -247065.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -247087.796875 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -247087.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247103.671875 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -247103.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -247118.281250 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -247118.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247129.187500 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -247129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247139.781250 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -247139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -247147.265625 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -247147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247151.312500 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -247151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247153.468750 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -247153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -247155.687500 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -247155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247161.468750 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -247161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247164.625000 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -247164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -247168.140625 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -247168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -247170.781250 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -247170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -247174.265625 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -247174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247176.984375 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -247177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -247180.390625 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -247180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -247182.171875 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -247182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -247183.859375 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -247183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247186.000000 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -247186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247188.171875 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -247188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247190.265625 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -247190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -247191.531250 Penalty: 2494.854004
	Iteration 26Q: 3 clusters Score -247191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247191.625000 Penalty: 2494.854004
	Iteration 27Q: 3 clusters Score -247191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -247192.171875 Penalty: 2494.854004
	Iteration 28Q: 3 clusters Score -247192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247192.406250 Penalty: 2494.854004
	Iteration 29Q: 3 clusters Score -247192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247192.406250 Penalty: 2494.854004
	Iteration 30F: 3 clusters Score -247192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Entering Unmasked Estep 
Score: -16547170.000000 Penalty: 1933.791138
	Iteration 0F: 2 clusters Score -1.654717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -16454704.000000 Penalty: 3867.582275
	Iteration 0F: 3 clusters Score -1.64547e+07 nChanged 71243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -16497001.000000 Penalty: 3867.582275
	Iteration 1F: 3 clusters Score -1.6497e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -16498003.000000 Penalty: 3867.582275
	Iteration 2Q: 3 clusters Score -1.6498e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -16499377.000000 Penalty: 3867.582275
	Iteration 3Q: 3 clusters Score -1.649938e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -16501279.000000 Penalty: 3867.582275
	Iteration 4Q: 3 clusters Score -1.650128e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -16503959.000000 Penalty: 3867.582275
	Iteration 5Q: 3 clusters Score -1.650396e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -16507944.000000 Penalty: 3867.582275
	Iteration 6F: 3 clusters Score -1.650794e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -16513367.000000 Penalty: 3867.582275
	Iteration 7F: 3 clusters Score -1.651337e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -16520131.000000 Penalty: 3867.582275
	Iteration 8F: 3 clusters Score -1.652013e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -16526530.000000 Penalty: 3867.582275
	Iteration 9F: 3 clusters Score -1.652653e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -16530368.000000 Penalty: 3867.582275
	Iteration 10F: 3 clusters Score -1.653037e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -16531996.000000 Penalty: 3867.582275
	Iteration 11Q: 3 clusters Score -1.6532e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -16532661.000000 Penalty: 3867.582275
	Iteration 12Q: 3 clusters Score -1.653266e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -16533092.000000 Penalty: 3867.582275
	Iteration 13Q: 3 clusters Score -1.653309e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -16533459.000000 Penalty: 3867.582275
	Iteration 14Q: 3 clusters Score -1.653346e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -16533765.000000 Penalty: 3867.582275
	Iteration 15Q: 3 clusters Score -1.653376e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -16534056.000000 Penalty: 3867.582275
	Iteration 16Q: 3 clusters Score -1.653406e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -16534351.000000 Penalty: 3867.582275
	Iteration 17Q: 3 clusters Score -1.653435e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -16534683.000000 Penalty: 3867.582275
	Iteration 18Q: 3 clusters Score -1.653468e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -16535059.000000 Penalty: 3867.582275
	Iteration 19Q: 3 clusters Score -1.653506e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -16535557.000000 Penalty: 3867.582275
	Iteration 20F: 3 clusters Score -1.653556e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -16536076.000000 Penalty: 3867.582275
	Iteration 21Q: 3 clusters Score -1.653608e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -16536850.000000 Penalty: 3867.582275
	Iteration 22Q: 3 clusters Score -1.653685e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -16537433.000000 Penalty: 3867.582275
	Iteration 23Q: 3 clusters Score -1.653743e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -16538070.000000 Penalty: 3867.582275
	Iteration 24Q: 3 clusters Score -1.653807e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -16538843.000000 Penalty: 3867.582275
	Iteration 25Q: 3 clusters Score -1.653884e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 131665 members 
Entering Unmasked Estep 
Score: -16539717.000000 Penalty: 3867.582275
	Iteration 26Q: 3 clusters Score -1.653972e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -16540637.000000 Penalty: 3867.582275
	Iteration 27Q: 3 clusters Score -1.654064e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -16541499.000000 Penalty: 3867.582275
	Iteration 28Q: 3 clusters Score -1.65415e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 138299 members 
Entering Unmasked Estep 
Score: -16542424.000000 Penalty: 3867.582275
	Iteration 29Q: 3 clusters Score -1.654242e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -16543145.000000 Penalty: 3867.582275
	Iteration 30Q: 3 clusters Score -1.654314e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 141346 members 
Entering Unmasked Estep 
Score: -16543726.000000 Penalty: 3867.582275
	Iteration 31Q: 3 clusters Score -1.654373e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -16544148.000000 Penalty: 3867.582275
	Iteration 32Q: 3 clusters Score -1.654415e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 143242 members 
Entering Unmasked Estep 
Score: -16544455.000000 Penalty: 3867.582275
	Iteration 33Q: 3 clusters Score -1.654446e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 143918 members 
Entering Unmasked Estep 
Score: -16544763.000000 Penalty: 3867.582275
	Iteration 34Q: 3 clusters Score -1.654476e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -16544985.000000 Penalty: 3867.582275
	Iteration 35Q: 3 clusters Score -1.654498e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 144895 members 
Entering Unmasked Estep 
Score: -16545153.000000 Penalty: 3867.582275
	Iteration 36Q: 3 clusters Score -1.654515e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -16545263.000000 Penalty: 3867.582275
	Iteration 37Q: 3 clusters Score -1.654526e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -16545359.000000 Penalty: 3867.582275
	Iteration 38Q: 3 clusters Score -1.654536e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -16545451.000000 Penalty: 3867.582275
	Iteration 39Q: 3 clusters Score -1.654545e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 145745 members 
Entering Unmasked Estep 
Score: -16545514.000000 Penalty: 3867.582275
	Iteration 40F: 3 clusters Score -1.654551e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 145855 members 
Entering Unmasked Estep 
Score: -16545597.000000 Penalty: 3867.582275
	Iteration 41Q: 3 clusters Score -1.65456e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -16545624.000000 Penalty: 3867.582275
	Iteration 42Q: 3 clusters Score -1.654562e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -16545669.000000 Penalty: 3867.582275
	Iteration 43Q: 3 clusters Score -1.654567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -16545698.000000 Penalty: 3867.582275
	Iteration 44Q: 3 clusters Score -1.65457e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 146123 members 
Entering Unmasked Estep 
Score: -16545703.000000 Penalty: 3867.582275
	Iteration 45Q: 3 clusters Score -1.65457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 146148 members 
Entering Unmasked Estep 
Score: -16545718.000000 Penalty: 3867.582275
	Iteration 46Q: 3 clusters Score -1.654572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -16545716.000000 Penalty: 3867.582275
	Iteration 47Q: 3 clusters Score -1.654572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -16545721.000000 Penalty: 3867.582275
	Iteration 48Q: 3 clusters Score -1.654572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 146178 members 
Entering Unmasked Estep 
Score: -16545726.000000 Penalty: 3867.582275
	Iteration 49Q: 3 clusters Score -1.654573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 146189 members 
Entering Unmasked Estep 
Score: -16545742.000000 Penalty: 3867.582275
	Iteration 50Q: 3 clusters Score -1.654574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 146200 members 
Entering Unmasked Estep 
Score: -16545750.000000 Penalty: 3867.582275
	Iteration 51Q: 3 clusters Score -1.654575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 146211 members 
Entering Unmasked Estep 
Score: -16545743.000000 Penalty: 3867.582275
	Iteration 52Q: 3 clusters Score -1.654574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -16545755.000000 Penalty: 3867.582275
	Iteration 53Q: 3 clusters Score -1.654576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -16545755.000000 Penalty: 3867.582275
	Iteration 54Q: 3 clusters Score -1.654576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 146235 members 
Entering Unmasked Estep 
Score: -16545750.000000 Penalty: 3867.582275
	Iteration 55Q: 3 clusters Score -1.654575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 146241 members 
Entering Unmasked Estep 
Score: -16545758.000000 Penalty: 3867.582275
	Iteration 56Q: 3 clusters Score -1.654576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -16545764.000000 Penalty: 3867.582275
	Iteration 57Q: 3 clusters Score -1.654576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 146256 members 
Entering Unmasked Estep 
Score: -16545750.000000 Penalty: 3867.582275
	Iteration 58Q: 3 clusters Score -1.654575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 146260 members 
Entering Unmasked Estep 
Score: -16545750.000000 Penalty: 3867.582275
	Iteration 59Q: 3 clusters Score -1.654575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -16545746.000000 Penalty: 3867.582275
	Iteration 60F: 3 clusters Score -1.654575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 146264 members 
Entering Unmasked Estep 
Score: -16545746.000000 Penalty: 3867.582275
	Iteration 61Q: 3 clusters Score -1.654575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -16545749.000000 Penalty: 3867.582275
	Iteration 62Q: 3 clusters Score -1.654575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 146267 members 
Entering Unmasked Estep 
Score: -16545744.000000 Penalty: 3867.582275
	Iteration 63Q: 3 clusters Score -1.654574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -16545750.000000 Penalty: 3867.582275
	Iteration 64Q: 3 clusters Score -1.654575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -16545751.000000 Penalty: 3867.582275
	Iteration 65Q: 3 clusters Score -1.654575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -16545739.000000 Penalty: 3867.582275
	Iteration 66Q: 3 clusters Score -1.654574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -16545748.000000 Penalty: 3867.582275
	Iteration 67Q: 3 clusters Score -1.654575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -16545746.000000 Penalty: 3867.582275
	Iteration 68Q: 3 clusters Score -1.654575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -16545747.000000 Penalty: 3867.582275
	Iteration 69Q: 3 clusters Score -1.654575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -16545746.000000 Penalty: 3867.582275
	Iteration 70Q: 3 clusters Score -1.654575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -16545746.000000 Penalty: 3867.582275
	Iteration 71F: 3 clusters Score -1.654575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Entering Unmasked Estep 
Score: -6334348.000000 Penalty: 1775.608276
	Iteration 0F: 2 clusters Score -6334348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -6297226.500000 Penalty: 3551.216553
	Iteration 0F: 3 clusters Score -6297226 nChanged 26049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6312018.000000 Penalty: 3551.216553
	Iteration 1F: 3 clusters Score -6312018 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6312515.000000 Penalty: 3551.216553
	Iteration 2Q: 3 clusters Score -6312515 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -6313025.500000 Penalty: 3551.216553
	Iteration 3Q: 3 clusters Score -6313026 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -6313540.000000 Penalty: 3551.216553
	Iteration 4Q: 3 clusters Score -6313540 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6314026.000000 Penalty: 3551.216553
	Iteration 5Q: 3 clusters Score -6314026 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6314571.500000 Penalty: 3551.216553
	Iteration 6Q: 3 clusters Score -6314572 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -6315175.500000 Penalty: 3551.216553
	Iteration 7Q: 3 clusters Score -6315176 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -6315978.000000 Penalty: 3551.216553
	Iteration 8Q: 3 clusters Score -6315978 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6317060.000000 Penalty: 3551.216553
	Iteration 9Q: 3 clusters Score -6317060 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -6318592.000000 Penalty: 3551.216553
	Iteration 10F: 3 clusters Score -6318592 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -6320699.500000 Penalty: 3551.216553
	Iteration 11F: 3 clusters Score -6320700 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -6323260.500000 Penalty: 3551.216553
	Iteration 12F: 3 clusters Score -6323260 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6325804.000000 Penalty: 3551.216553
	Iteration 13F: 3 clusters Score -6325804 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -6327726.500000 Penalty: 3551.216553
	Iteration 14Q: 3 clusters Score -6327726 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6328848.000000 Penalty: 3551.216553
	Iteration 15Q: 3 clusters Score -6328848 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6329474.000000 Penalty: 3551.216553
	Iteration 16Q: 3 clusters Score -6329474 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6329853.500000 Penalty: 3551.216553
	Iteration 17Q: 3 clusters Score -6329854 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6330100.500000 Penalty: 3551.216553
	Iteration 18Q: 3 clusters Score -6330100 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6330342.000000 Penalty: 3551.216553
	Iteration 19Q: 3 clusters Score -6330342 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -6330542.500000 Penalty: 3551.216553
	Iteration 20F: 3 clusters Score -6330542 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6330655.000000 Penalty: 3551.216553
	Iteration 21Q: 3 clusters Score -6330655 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6330834.500000 Penalty: 3551.216553
	Iteration 22Q: 3 clusters Score -6330834 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -6330979.000000 Penalty: 3551.216553
	Iteration 23Q: 3 clusters Score -6330979 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -6331133.500000 Penalty: 3551.216553
	Iteration 24Q: 3 clusters Score -6331134 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6331249.000000 Penalty: 3551.216553
	Iteration 25Q: 3 clusters Score -6331249 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -6331351.000000 Penalty: 3551.216553
	Iteration 26Q: 3 clusters Score -6331351 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -6331464.500000 Penalty: 3551.216553
	Iteration 27Q: 3 clusters Score -6331464 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6331568.500000 Penalty: 3551.216553
	Iteration 28Q: 3 clusters Score -6331568 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6331665.000000 Penalty: 3551.216553
	Iteration 29Q: 3 clusters Score -6331665 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6331747.500000 Penalty: 3551.216553
	Iteration 30Q: 3 clusters Score -6331748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6331838.000000 Penalty: 3551.216553
	Iteration 31Q: 3 clusters Score -6331838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6331904.500000 Penalty: 3551.216553
	Iteration 32Q: 3 clusters Score -6331904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -6331951.500000 Penalty: 3551.216553
	Iteration 33Q: 3 clusters Score -6331952 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6331998.500000 Penalty: 3551.216553
	Iteration 34Q: 3 clusters Score -6331998 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6332031.500000 Penalty: 3551.216553
	Iteration 35Q: 3 clusters Score -6332032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6332104.000000 Penalty: 3551.216553
	Iteration 36Q: 3 clusters Score -6332104 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6332182.500000 Penalty: 3551.216553
	Iteration 37Q: 3 clusters Score -6332182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6332205.500000 Penalty: 3551.216553
	Iteration 38Q: 3 clusters Score -6332206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6332259.500000 Penalty: 3551.216553
	Iteration 39Q: 3 clusters Score -6332260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -6332250.000000 Penalty: 3551.216553
	Iteration 40F: 3 clusters Score -6332250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -6332282.500000 Penalty: 3551.216553
	Iteration 41Q: 3 clusters Score -6332282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -6332305.000000 Penalty: 3551.216553
	Iteration 42Q: 3 clusters Score -6332305 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6332337.000000 Penalty: 3551.216553
	Iteration 43Q: 3 clusters Score -6332337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -6332380.000000 Penalty: 3551.216553
	Iteration 44Q: 3 clusters Score -6332380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -6332404.000000 Penalty: 3551.216553
	Iteration 45Q: 3 clusters Score -6332404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6332429.000000 Penalty: 3551.216553
	Iteration 46Q: 3 clusters Score -6332429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -6332458.500000 Penalty: 3551.216553
	Iteration 47Q: 3 clusters Score -6332458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -6332485.500000 Penalty: 3551.216553
	Iteration 48Q: 3 clusters Score -6332486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -6332507.000000 Penalty: 3551.216553
	Iteration 49Q: 3 clusters Score -6332507 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6332519.500000 Penalty: 3551.216553
	Iteration 50Q: 3 clusters Score -6332520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -6332549.000000 Penalty: 3551.216553
	Iteration 51Q: 3 clusters Score -6332549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -6332558.000000 Penalty: 3551.216553
	Iteration 52Q: 3 clusters Score -6332558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6332568.000000 Penalty: 3551.216553
	Iteration 53Q: 3 clusters Score -6332568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6332581.000000 Penalty: 3551.216553
	Iteration 54Q: 3 clusters Score -6332581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -6332602.000000 Penalty: 3551.216553
	Iteration 55Q: 3 clusters Score -6332602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6332613.000000 Penalty: 3551.216553
	Iteration 56Q: 3 clusters Score -6332613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -6332614.500000 Penalty: 3551.216553
	Iteration 57Q: 3 clusters Score -6332614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -6332623.500000 Penalty: 3551.216553
	Iteration 58Q: 3 clusters Score -6332624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6332647.500000 Penalty: 3551.216553
	Iteration 59Q: 3 clusters Score -6332648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -6332644.000000 Penalty: 3551.216553
	Iteration 60F: 3 clusters Score -6332644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -6332649.500000 Penalty: 3551.216553
	Iteration 61Q: 3 clusters Score -6332650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -6332665.000000 Penalty: 3551.216553
	Iteration 62Q: 3 clusters Score -6332665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -6332671.500000 Penalty: 3551.216553
	Iteration 63Q: 3 clusters Score -6332672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6332667.000000 Penalty: 3551.216553
	Iteration 64Q: 3 clusters Score -6332667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -6332670.000000 Penalty: 3551.216553
	Iteration 65Q: 3 clusters Score -6332670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6332682.000000 Penalty: 3551.216553
	Iteration 66Q: 3 clusters Score -6332682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -6332685.500000 Penalty: 3551.216553
	Iteration 67Q: 3 clusters Score -6332686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6332693.000000 Penalty: 3551.216553
	Iteration 68Q: 3 clusters Score -6332693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -6332704.000000 Penalty: 3551.216553
	Iteration 69Q: 3 clusters Score -6332704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -6332703.000000 Penalty: 3551.216553
	Iteration 70Q: 3 clusters Score -6332703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6332707.000000 Penalty: 3551.216553
	Iteration 71Q: 3 clusters Score -6332707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -6332718.500000 Penalty: 3551.216553
	Iteration 72Q: 3 clusters Score -6332718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6332725.500000 Penalty: 3551.216553
	Iteration 73Q: 3 clusters Score -6332726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -6332724.000000 Penalty: 3551.216553
	Iteration 74Q: 3 clusters Score -6332724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -6332735.000000 Penalty: 3551.216553
	Iteration 75Q: 3 clusters Score -6332735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6332749.000000 Penalty: 3551.216553
	Iteration 76Q: 3 clusters Score -6332749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -6332745.500000 Penalty: 3551.216553
	Iteration 77Q: 3 clusters Score -6332746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6332748.500000 Penalty: 3551.216553
	Iteration 78Q: 3 clusters Score -6332748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6332756.500000 Penalty: 3551.216553
	Iteration 79Q: 3 clusters Score -6332756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -6332757.000000 Penalty: 3551.216553
	Iteration 80F: 3 clusters Score -6332757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -6332752.000000 Penalty: 3551.216553
	Iteration 81Q: 3 clusters Score -6332752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6332761.000000 Penalty: 3551.216553
	Iteration 82Q: 3 clusters Score -6332761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -6332750.000000 Penalty: 3551.216553
	Iteration 83Q: 3 clusters Score -6332750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -6332756.000000 Penalty: 3551.216553
	Iteration 84Q: 3 clusters Score -6332756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -6332757.500000 Penalty: 3551.216553
	Iteration 85Q: 3 clusters Score -6332758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -6332766.000000 Penalty: 3551.216553
	Iteration 86Q: 3 clusters Score -6332766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -6332773.000000 Penalty: 3551.216553
	Iteration 87Q: 3 clusters Score -6332773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6332782.000000 Penalty: 3551.216553
	Iteration 88Q: 3 clusters Score -6332782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6332794.500000 Penalty: 3551.216553
	Iteration 89Q: 3 clusters Score -6332794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -6332793.500000 Penalty: 3551.216553
	Iteration 90Q: 3 clusters Score -6332794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -6332789.000000 Penalty: 3551.216553
	Iteration 91Q: 3 clusters Score -6332789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6332796.500000 Penalty: 3551.216553
	Iteration 92Q: 3 clusters Score -6332796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6332804.000000 Penalty: 3551.216553
	Iteration 93Q: 3 clusters Score -6332804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -6332807.000000 Penalty: 3551.216553
	Iteration 94Q: 3 clusters Score -6332807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6332803.500000 Penalty: 3551.216553
	Iteration 95Q: 3 clusters Score -6332804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6332808.000000 Penalty: 3551.216553
	Iteration 96Q: 3 clusters Score -6332808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6332809.000000 Penalty: 3551.216553
	Iteration 97Q: 3 clusters Score -6332809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -6332806.500000 Penalty: 3551.216553
	Iteration 98Q: 3 clusters Score -6332806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -6332806.500000 Penalty: 3551.216553
	Iteration 99Q: 3 clusters Score -6332806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -6332812.000000 Penalty: 3551.216553
	Iteration 100F: 3 clusters Score -6332812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -6332805.500000 Penalty: 3551.216553
	Iteration 101Q: 3 clusters Score -6332806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -6332801.500000 Penalty: 3551.216553
	Iteration 102Q: 3 clusters Score -6332802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6332815.500000 Penalty: 3551.216553
	Iteration 103Q: 3 clusters Score -6332816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6332813.000000 Penalty: 3551.216553
	Iteration 104Q: 3 clusters Score -6332813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -6332807.500000 Penalty: 3551.216553
	Iteration 105Q: 3 clusters Score -6332808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6332812.000000 Penalty: 3551.216553
	Iteration 106Q: 3 clusters Score -6332812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6332806.500000 Penalty: 3551.216553
	Iteration 107Q: 3 clusters Score -6332806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6332807.500000 Penalty: 3551.216553
	Iteration 108Q: 3 clusters Score -6332808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -6332814.500000 Penalty: 3551.216553
	Iteration 109Q: 3 clusters Score -6332814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6332817.000000 Penalty: 3551.216553
	Iteration 110Q: 3 clusters Score -6332817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -6332816.000000 Penalty: 3551.216553
	Iteration 111Q: 3 clusters Score -6332816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -6332817.000000 Penalty: 3551.216553
	Iteration 112Q: 3 clusters Score -6332817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -6332815.500000 Penalty: 3551.216553
	Iteration 113Q: 3 clusters Score -6332816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -6332816.500000 Penalty: 3551.216553
	Iteration 114Q: 3 clusters Score -6332816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -6332824.500000 Penalty: 3551.216553
	Iteration 115Q: 3 clusters Score -6332824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6332825.000000 Penalty: 3551.216553
	Iteration 116Q: 3 clusters Score -6332825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6332831.000000 Penalty: 3551.216553
	Iteration 117Q: 3 clusters Score -6332831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -6332837.500000 Penalty: 3551.216553
	Iteration 118Q: 3 clusters Score -6332838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -6332838.000000 Penalty: 3551.216553
	Iteration 119Q: 3 clusters Score -6332838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -6332843.500000 Penalty: 3551.216553
	Iteration 120F: 3 clusters Score -6332844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -6332846.000000 Penalty: 3551.216553
	Iteration 121Q: 3 clusters Score -6332846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6332846.500000 Penalty: 3551.216553
	Iteration 122Q: 3 clusters Score -6332846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -6332857.000000 Penalty: 3551.216553
	Iteration 123Q: 3 clusters Score -6332857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6332851.500000 Penalty: 3551.216553
	Iteration 124Q: 3 clusters Score -6332852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -6332853.000000 Penalty: 3551.216553
	Iteration 125Q: 3 clusters Score -6332853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6332849.000000 Penalty: 3551.216553
	Iteration 126Q: 3 clusters Score -6332849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6332854.000000 Penalty: 3551.216553
	Iteration 127Q: 3 clusters Score -6332854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -6332860.500000 Penalty: 3551.216553
	Iteration 128Q: 3 clusters Score -6332860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6332861.000000 Penalty: 3551.216553
	Iteration 129Q: 3 clusters Score -6332861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6332866.500000 Penalty: 3551.216553
	Iteration 130Q: 3 clusters Score -6332866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -6332865.500000 Penalty: 3551.216553
	Iteration 131Q: 3 clusters Score -6332866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6332871.000000 Penalty: 3551.216553
	Iteration 132Q: 3 clusters Score -6332871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6332862.500000 Penalty: 3551.216553
	Iteration 133Q: 3 clusters Score -6332862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6332871.000000 Penalty: 3551.216553
	Iteration 134Q: 3 clusters Score -6332871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6332873.000000 Penalty: 3551.216553
	Iteration 135Q: 3 clusters Score -6332873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6332870.500000 Penalty: 3551.216553
	Iteration 136Q: 3 clusters Score -6332870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -6332871.500000 Penalty: 3551.216553
	Iteration 137Q: 3 clusters Score -6332872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6332869.500000 Penalty: 3551.216553
	Iteration 138Q: 3 clusters Score -6332870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6332870.500000 Penalty: 3551.216553
	Iteration 139Q: 3 clusters Score -6332870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6332874.000000 Penalty: 3551.216553
	Iteration 140F: 3 clusters Score -6332874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -6332881.000000 Penalty: 3551.216553
	Iteration 141Q: 3 clusters Score -6332881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6332885.000000 Penalty: 3551.216553
	Iteration 142Q: 3 clusters Score -6332885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -6332882.000000 Penalty: 3551.216553
	Iteration 143Q: 3 clusters Score -6332882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -6332886.500000 Penalty: 3551.216553
	Iteration 144Q: 3 clusters Score -6332886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -6332894.000000 Penalty: 3551.216553
	Iteration 145Q: 3 clusters Score -6332894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -6332900.500000 Penalty: 3551.216553
	Iteration 146Q: 3 clusters Score -6332900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6332902.000000 Penalty: 3551.216553
	Iteration 147Q: 3 clusters Score -6332902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -6332903.000000 Penalty: 3551.216553
	Iteration 148Q: 3 clusters Score -6332903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6332904.000000 Penalty: 3551.216553
	Iteration 149Q: 3 clusters Score -6332904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6332904.000000 Penalty: 3551.216553
	Iteration 150F: 3 clusters Score -6332904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -189296.640625 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -189296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -187367.203125 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -187367.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187716.703125 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -187716.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187825.984375 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -187826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187885.453125 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -187885.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187932.171875 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -187932.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187974.859375 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -187974.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188006.546875 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -188006.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188036.250000 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -188036.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188075.578125 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -188075.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -188132.859375 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -188132.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188170.781250 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -188170.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188200.484375 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -188200.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -188236.218750 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -188236.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -188279.453125 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -188279.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188324.000000 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -188324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188353.500000 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -188353.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -188371.656250 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -188371.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188391.546875 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -188391.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188405.984375 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -188406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188421.875000 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -188421.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188427.421875 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -188427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188430.281250 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -188430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -188433.671875 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -188433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188440.359375 Penalty: 2427.822998
	Iteration 23Q: 3 clusters Score -188440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -188447.734375 Penalty: 2427.822998
	Iteration 24Q: 3 clusters Score -188447.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -188457.140625 Penalty: 2427.822998
	Iteration 25Q: 3 clusters Score -188457.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188461.734375 Penalty: 2427.822998
	Iteration 26Q: 3 clusters Score -188461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188464.578125 Penalty: 2427.822998
	Iteration 27Q: 3 clusters Score -188464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188468.562500 Penalty: 2427.822998
	Iteration 28Q: 3 clusters Score -188468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188471.015625 Penalty: 2427.822998
	Iteration 29Q: 3 clusters Score -188471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188472.125000 Penalty: 2427.822998
	Iteration 30Q: 3 clusters Score -188472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188472.546875 Penalty: 2427.822998
	Iteration 31Q: 3 clusters Score -188472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188473.171875 Penalty: 2427.822998
	Iteration 32Q: 3 clusters Score -188473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188473.171875 Penalty: 2427.822998
	Iteration 33F: 3 clusters Score -188473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -197797.843750 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -197797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195833.968750 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -195834 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196308.984375 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -196309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -196448.453125 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -196448.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -196548.171875 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -196548.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196653.781250 Penalty: 2445.307129
	Iteration 4Q: 3 clusters Score -196653.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -196759.640625 Penalty: 2445.307129
	Iteration 5F: 3 clusters Score -196759.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -196861.687500 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -196861.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196951.828125 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -196951.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -197023.390625 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -197023.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -197092.687500 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -197092.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -197149.218750 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -197149.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -197202.921875 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -197202.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -197242.000000 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -197242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197259.656250 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -197259.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -197269.234375 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -197269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -197280.031250 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -197280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -197283.468750 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -197283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -197286.515625 Penalty: 2445.307129
	Iteration 17Q: 3 clusters Score -197286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -197286.609375 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -197286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -197286.609375 Penalty: 2445.307129
	Iteration 19F: 3 clusters Score -197286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -514213.218750 Penalty: 1371.023438
	Iteration 0F: 2 clusters Score -514213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -510513.906250 Penalty: 2742.046875
	Iteration 0F: 3 clusters Score -510513.9 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -511503.281250 Penalty: 2742.046875
	Iteration 1F: 3 clusters Score -511503.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -511656.656250 Penalty: 2742.046875
	Iteration 2F: 3 clusters Score -511656.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -511754.062500 Penalty: 2742.046875
	Iteration 3Q: 3 clusters Score -511754.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -511843.031250 Penalty: 2742.046875
	Iteration 4Q: 3 clusters Score -511843 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -511919.625000 Penalty: 2742.046875
	Iteration 5Q: 3 clusters Score -511919.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -512009.406250 Penalty: 2742.046875
	Iteration 6Q: 3 clusters Score -512009.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -512098.281250 Penalty: 2742.046875
	Iteration 7Q: 3 clusters Score -512098.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -512166.781250 Penalty: 2742.046875
	Iteration 8Q: 3 clusters Score -512166.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -512230.437500 Penalty: 2742.046875
	Iteration 9Q: 3 clusters Score -512230.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -512291.781250 Penalty: 2742.046875
	Iteration 10Q: 3 clusters Score -512291.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -512339.031250 Penalty: 2742.046875
	Iteration 11Q: 3 clusters Score -512339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -512377.562500 Penalty: 2742.046875
	Iteration 12Q: 3 clusters Score -512377.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -512418.968750 Penalty: 2742.046875
	Iteration 13Q: 3 clusters Score -512419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -512453.718750 Penalty: 2742.046875
	Iteration 14Q: 3 clusters Score -512453.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -512493.562500 Penalty: 2742.046875
	Iteration 15Q: 3 clusters Score -512493.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -512544.593750 Penalty: 2742.046875
	Iteration 16Q: 3 clusters Score -512544.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512598.343750 Penalty: 2742.046875
	Iteration 17Q: 3 clusters Score -512598.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -512650.781250 Penalty: 2742.046875
	Iteration 18Q: 3 clusters Score -512650.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -512711.687500 Penalty: 2742.046875
	Iteration 19Q: 3 clusters Score -512711.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -512765.093750 Penalty: 2742.046875
	Iteration 20F: 3 clusters Score -512765.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -512811.281250 Penalty: 2742.046875
	Iteration 21Q: 3 clusters Score -512811.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -512846.750000 Penalty: 2742.046875
	Iteration 22Q: 3 clusters Score -512846.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -512889.125000 Penalty: 2742.046875
	Iteration 23Q: 3 clusters Score -512889.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -512914.625000 Penalty: 2742.046875
	Iteration 24Q: 3 clusters Score -512914.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -512928.250000 Penalty: 2742.046875
	Iteration 25Q: 3 clusters Score -512928.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -512945.375000 Penalty: 2742.046875
	Iteration 26Q: 3 clusters Score -512945.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -512958.593750 Penalty: 2742.046875
	Iteration 27Q: 3 clusters Score -512958.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -512970.375000 Penalty: 2742.046875
	Iteration 28Q: 3 clusters Score -512970.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -512981.781250 Penalty: 2742.046875
	Iteration 29Q: 3 clusters Score -512981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -512990.750000 Penalty: 2742.046875
	Iteration 30Q: 3 clusters Score -512990.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -512997.687500 Penalty: 2742.046875
	Iteration 31Q: 3 clusters Score -512997.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -513002.937500 Penalty: 2742.046875
	Iteration 32Q: 3 clusters Score -513002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -513004.562500 Penalty: 2742.046875
	Iteration 33Q: 3 clusters Score -513004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -513007.781250 Penalty: 2742.046875
	Iteration 34Q: 3 clusters Score -513007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -513009.937500 Penalty: 2742.046875
	Iteration 35Q: 3 clusters Score -513009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -513009.000000 Penalty: 2742.046875
	Iteration 36Q: 3 clusters Score -513009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -513010.281250 Penalty: 2742.046875
	Iteration 37Q: 3 clusters Score -513010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -513011.531250 Penalty: 2742.046875
	Iteration 38Q: 3 clusters Score -513011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -513012.625000 Penalty: 2742.046875
	Iteration 39Q: 3 clusters Score -513012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -513013.906250 Penalty: 2742.046875
	Iteration 40F: 3 clusters Score -513013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -513014.187500 Penalty: 2742.046875
	Iteration 41Q: 3 clusters Score -513014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -513016.343750 Penalty: 2742.046875
	Iteration 42Q: 3 clusters Score -513016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -513017.437500 Penalty: 2742.046875
	Iteration 43Q: 3 clusters Score -513017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -513017.562500 Penalty: 2742.046875
	Iteration 44Q: 3 clusters Score -513017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -513017.656250 Penalty: 2742.046875
	Iteration 45Q: 3 clusters Score -513017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -513018.343750 Penalty: 2742.046875
	Iteration 46Q: 3 clusters Score -513018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -513018.343750 Penalty: 2742.046875
	Iteration 47F: 3 clusters Score -513018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Entering Unmasked Estep 
Score: -2667656.000000 Penalty: 1641.962646
	Iteration 0F: 2 clusters Score -2667656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2651061.500000 Penalty: 3283.925293
	Iteration 0F: 3 clusters Score -2651062 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2657213.000000 Penalty: 3283.925293
	Iteration 1F: 3 clusters Score -2657213 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2657776.500000 Penalty: 3283.925293
	Iteration 2F: 3 clusters Score -2657776 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2658548.750000 Penalty: 3283.925293
	Iteration 3F: 3 clusters Score -2658549 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2659636.750000 Penalty: 3283.925293
	Iteration 4F: 3 clusters Score -2659637 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2660970.750000 Penalty: 3283.925293
	Iteration 5F: 3 clusters Score -2660971 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2662401.750000 Penalty: 3283.925293
	Iteration 6F: 3 clusters Score -2662402 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2663683.000000 Penalty: 3283.925293
	Iteration 7F: 3 clusters Score -2663683 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2664746.500000 Penalty: 3283.925293
	Iteration 8F: 3 clusters Score -2664746 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2665600.250000 Penalty: 3283.925293
	Iteration 9Q: 3 clusters Score -2665600 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2666422.500000 Penalty: 3283.925293
	Iteration 10Q: 3 clusters Score -2666422 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2666840.000000 Penalty: 3283.925293
	Iteration 11Q: 3 clusters Score -2666840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2667011.750000 Penalty: 3283.925293
	Iteration 12Q: 3 clusters Score -2667012 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2667104.750000 Penalty: 3283.925293
	Iteration 13Q: 3 clusters Score -2667105 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2667163.750000 Penalty: 3283.925293
	Iteration 14Q: 3 clusters Score -2667164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2667207.250000 Penalty: 3283.925293
	Iteration 15Q: 3 clusters Score -2667207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2667233.000000 Penalty: 3283.925293
	Iteration 16Q: 3 clusters Score -2667233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2667234.250000 Penalty: 3283.925293
	Iteration 17Q: 3 clusters Score -2667234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2667253.000000 Penalty: 3283.925293
	Iteration 18Q: 3 clusters Score -2667253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2667277.500000 Penalty: 3283.925293
	Iteration 19Q: 3 clusters Score -2667278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2667278.000000 Penalty: 3283.925293
	Iteration 20F: 3 clusters Score -2667278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2667288.750000 Penalty: 3283.925293
	Iteration 21Q: 3 clusters Score -2667289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2667300.000000 Penalty: 3283.925293
	Iteration 22Q: 3 clusters Score -2667300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2667304.500000 Penalty: 3283.925293
	Iteration 23Q: 3 clusters Score -2667304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2667310.500000 Penalty: 3283.925293
	Iteration 24Q: 3 clusters Score -2667310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2667313.000000 Penalty: 3283.925293
	Iteration 25Q: 3 clusters Score -2667313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2667311.000000 Penalty: 3283.925293
	Iteration 26Q: 3 clusters Score -2667311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2667314.750000 Penalty: 3283.925293
	Iteration 27Q: 3 clusters Score -2667315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2667313.000000 Penalty: 3283.925293
	Iteration 28Q: 3 clusters Score -2667313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2667314.500000 Penalty: 3283.925293
	Iteration 29Q: 3 clusters Score -2667314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2667314.750000 Penalty: 3283.925293
	Iteration 30Q: 3 clusters Score -2667315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2667319.250000 Penalty: 3283.925293
	Iteration 31Q: 3 clusters Score -2667319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2667325.500000 Penalty: 3283.925293
	Iteration 32Q: 3 clusters Score -2667326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2667324.500000 Penalty: 3283.925293
	Iteration 33Q: 3 clusters Score -2667324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2667328.000000 Penalty: 3283.925293
	Iteration 34Q: 3 clusters Score -2667328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2667327.750000 Penalty: 3283.925293
	Iteration 35Q: 3 clusters Score -2667328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2667328.000000 Penalty: 3283.925293
	Iteration 36Q: 3 clusters Score -2667328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2667332.000000 Penalty: 3283.925293
	Iteration 37Q: 3 clusters Score -2667332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2667332.750000 Penalty: 3283.925293
	Iteration 38Q: 3 clusters Score -2667333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2667331.750000 Penalty: 3283.925293
	Iteration 39Q: 3 clusters Score -2667332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2667331.000000 Penalty: 3283.925293
	Iteration 40F: 3 clusters Score -2667331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2667335.750000 Penalty: 3283.925293
	Iteration 41Q: 3 clusters Score -2667336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2667334.250000 Penalty: 3283.925293
	Iteration 42Q: 3 clusters Score -2667334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2667334.250000 Penalty: 3283.925293
	Iteration 43F: 3 clusters Score -2667334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Entering Unmasked Estep 
Score: -9674270.000000 Penalty: 1847.354980
	Iteration 0F: 2 clusters Score -9674270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9616489.000000 Penalty: 3694.709961
	Iteration 0F: 3 clusters Score -9616489 nChanged 41362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9640391.000000 Penalty: 3694.709961
	Iteration 1F: 3 clusters Score -9640391 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -9641240.000000 Penalty: 3694.709961
	Iteration 2Q: 3 clusters Score -9641240 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -9642263.000000 Penalty: 3694.709961
	Iteration 3Q: 3 clusters Score -9642263 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -9644000.000000 Penalty: 3694.709961
	Iteration 4Q: 3 clusters Score -9644000 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -9646991.000000 Penalty: 3694.709961
	Iteration 5F: 3 clusters Score -9646991 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -9651637.000000 Penalty: 3694.709961
	Iteration 6F: 3 clusters Score -9651637 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -9657856.000000 Penalty: 3694.709961
	Iteration 7F: 3 clusters Score -9657856 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9664128.000000 Penalty: 3694.709961
	Iteration 8F: 3 clusters Score -9664128 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -9668588.000000 Penalty: 3694.709961
	Iteration 9F: 3 clusters Score -9668588 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -9670753.000000 Penalty: 3694.709961
	Iteration 10Q: 3 clusters Score -9670753 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -9671811.000000 Penalty: 3694.709961
	Iteration 11Q: 3 clusters Score -9671811 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -9672243.000000 Penalty: 3694.709961
	Iteration 12Q: 3 clusters Score -9672243 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 85886 members 
Entering Unmasked Estep 
Score: -9672403.000000 Penalty: 3694.709961
	Iteration 13Q: 3 clusters Score -9672403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -9672504.000000 Penalty: 3694.709961
	Iteration 14Q: 3 clusters Score -9672504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -9672562.000000 Penalty: 3694.709961
	Iteration 15Q: 3 clusters Score -9672562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -9672608.000000 Penalty: 3694.709961
	Iteration 16Q: 3 clusters Score -9672608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -9672636.000000 Penalty: 3694.709961
	Iteration 17Q: 3 clusters Score -9672636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -9672651.000000 Penalty: 3694.709961
	Iteration 18Q: 3 clusters Score -9672651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -9672666.000000 Penalty: 3694.709961
	Iteration 19Q: 3 clusters Score -9672666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -9672676.000000 Penalty: 3694.709961
	Iteration 20F: 3 clusters Score -9672676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -9672690.000000 Penalty: 3694.709961
	Iteration 21Q: 3 clusters Score -9672690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -9672707.000000 Penalty: 3694.709961
	Iteration 22Q: 3 clusters Score -9672707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -9672704.000000 Penalty: 3694.709961
	Iteration 23Q: 3 clusters Score -9672704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -9672716.000000 Penalty: 3694.709961
	Iteration 24Q: 3 clusters Score -9672716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -9672724.000000 Penalty: 3694.709961
	Iteration 25Q: 3 clusters Score -9672724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -9672725.000000 Penalty: 3694.709961
	Iteration 26Q: 3 clusters Score -9672725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -9672728.000000 Penalty: 3694.709961
	Iteration 27Q: 3 clusters Score -9672728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -9672736.000000 Penalty: 3694.709961
	Iteration 28Q: 3 clusters Score -9672736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -9672735.000000 Penalty: 3694.709961
	Iteration 29Q: 3 clusters Score -9672735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -9672740.000000 Penalty: 3694.709961
	Iteration 30Q: 3 clusters Score -9672740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -9672735.000000 Penalty: 3694.709961
	Iteration 31Q: 3 clusters Score -9672735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -9672738.000000 Penalty: 3694.709961
	Iteration 32Q: 3 clusters Score -9672738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -9672738.000000 Penalty: 3694.709961
	Iteration 33F: 3 clusters Score -9672738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1397874.625000 Penalty: 1529.445801
	Iteration 0F: 2 clusters Score -1397875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1389279.250000 Penalty: 3058.891602
	Iteration 0F: 3 clusters Score -1389279 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1392187.750000 Penalty: 3058.891602
	Iteration 1F: 3 clusters Score -1392188 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1392430.625000 Penalty: 3058.891602
	Iteration 2F: 3 clusters Score -1392431 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1392680.750000 Penalty: 3058.891602
	Iteration 3Q: 3 clusters Score -1392681 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1392944.500000 Penalty: 3058.891602
	Iteration 4Q: 3 clusters Score -1392944 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1393230.750000 Penalty: 3058.891602
	Iteration 5Q: 3 clusters Score -1393231 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1393531.250000 Penalty: 3058.891602
	Iteration 6Q: 3 clusters Score -1393531 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1393870.875000 Penalty: 3058.891602
	Iteration 7Q: 3 clusters Score -1393871 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1394229.375000 Penalty: 3058.891602
	Iteration 8Q: 3 clusters Score -1394229 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1394554.875000 Penalty: 3058.891602
	Iteration 9Q: 3 clusters Score -1394555 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1394930.125000 Penalty: 3058.891602
	Iteration 10Q: 3 clusters Score -1394930 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1395281.375000 Penalty: 3058.891602
	Iteration 11Q: 3 clusters Score -1395281 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1395557.750000 Penalty: 3058.891602
	Iteration 12Q: 3 clusters Score -1395558 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1395730.125000 Penalty: 3058.891602
	Iteration 13Q: 3 clusters Score -1395730 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1395824.000000 Penalty: 3058.891602
	Iteration 14Q: 3 clusters Score -1395824 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1395870.750000 Penalty: 3058.891602
	Iteration 15Q: 3 clusters Score -1395871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1395894.750000 Penalty: 3058.891602
	Iteration 16Q: 3 clusters Score -1395895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1395903.875000 Penalty: 3058.891602
	Iteration 17Q: 3 clusters Score -1395904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1395921.375000 Penalty: 3058.891602
	Iteration 18Q: 3 clusters Score -1395921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1395934.500000 Penalty: 3058.891602
	Iteration 19Q: 3 clusters Score -1395934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1395946.250000 Penalty: 3058.891602
	Iteration 20F: 3 clusters Score -1395946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1395950.000000 Penalty: 3058.891602
	Iteration 21Q: 3 clusters Score -1395950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1395957.375000 Penalty: 3058.891602
	Iteration 22Q: 3 clusters Score -1395957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1395966.125000 Penalty: 3058.891602
	Iteration 23Q: 3 clusters Score -1395966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1395974.625000 Penalty: 3058.891602
	Iteration 24Q: 3 clusters Score -1395975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1395983.000000 Penalty: 3058.891602
	Iteration 25Q: 3 clusters Score -1395983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1395987.875000 Penalty: 3058.891602
	Iteration 26Q: 3 clusters Score -1395988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1395991.625000 Penalty: 3058.891602
	Iteration 27Q: 3 clusters Score -1395992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1395997.000000 Penalty: 3058.891602
	Iteration 28Q: 3 clusters Score -1395997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1396008.750000 Penalty: 3058.891602
	Iteration 29Q: 3 clusters Score -1396009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1396012.250000 Penalty: 3058.891602
	Iteration 30Q: 3 clusters Score -1396012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1396013.875000 Penalty: 3058.891602
	Iteration 31Q: 3 clusters Score -1396014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1396017.625000 Penalty: 3058.891602
	Iteration 32Q: 3 clusters Score -1396018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1396026.250000 Penalty: 3058.891602
	Iteration 33Q: 3 clusters Score -1396026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1396028.250000 Penalty: 3058.891602
	Iteration 34Q: 3 clusters Score -1396028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1396030.250000 Penalty: 3058.891602
	Iteration 35Q: 3 clusters Score -1396030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1396035.250000 Penalty: 3058.891602
	Iteration 36Q: 3 clusters Score -1396035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1396039.000000 Penalty: 3058.891602
	Iteration 37Q: 3 clusters Score -1396039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1396043.625000 Penalty: 3058.891602
	Iteration 38Q: 3 clusters Score -1396044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1396040.250000 Penalty: 3058.891602
	Iteration 39Q: 3 clusters Score -1396040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1396044.000000 Penalty: 3058.891602
	Iteration 40F: 3 clusters Score -1396044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1396047.250000 Penalty: 3058.891602
	Iteration 41Q: 3 clusters Score -1396047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1396043.125000 Penalty: 3058.891602
	Iteration 42Q: 3 clusters Score -1396043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1396046.875000 Penalty: 3058.891602
	Iteration 43Q: 3 clusters Score -1396047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1396045.125000 Penalty: 3058.891602
	Iteration 44Q: 3 clusters Score -1396045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1396050.750000 Penalty: 3058.891602
	Iteration 45Q: 3 clusters Score -1396051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1396048.375000 Penalty: 3058.891602
	Iteration 46Q: 3 clusters Score -1396048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1396049.250000 Penalty: 3058.891602
	Iteration 47Q: 3 clusters Score -1396049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1396050.750000 Penalty: 3058.891602
	Iteration 48Q: 3 clusters Score -1396051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1396056.625000 Penalty: 3058.891602
	Iteration 49Q: 3 clusters Score -1396057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1396058.250000 Penalty: 3058.891602
	Iteration 50Q: 3 clusters Score -1396058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1396059.000000 Penalty: 3058.891602
	Iteration 51Q: 3 clusters Score -1396059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1396063.875000 Penalty: 3058.891602
	Iteration 52Q: 3 clusters Score -1396064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1396069.125000 Penalty: 3058.891602
	Iteration 53Q: 3 clusters Score -1396069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1396075.625000 Penalty: 3058.891602
	Iteration 54Q: 3 clusters Score -1396076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1396080.500000 Penalty: 3058.891602
	Iteration 55Q: 3 clusters Score -1396080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1396084.000000 Penalty: 3058.891602
	Iteration 56Q: 3 clusters Score -1396084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1396085.125000 Penalty: 3058.891602
	Iteration 57Q: 3 clusters Score -1396085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1396086.875000 Penalty: 3058.891602
	Iteration 58Q: 3 clusters Score -1396087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1396097.500000 Penalty: 3058.891602
	Iteration 59Q: 3 clusters Score -1396098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1396100.375000 Penalty: 3058.891602
	Iteration 60F: 3 clusters Score -1396100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1396100.500000 Penalty: 3058.891602
	Iteration 61Q: 3 clusters Score -1396100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1396104.750000 Penalty: 3058.891602
	Iteration 62Q: 3 clusters Score -1396105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1396106.875000 Penalty: 3058.891602
	Iteration 63Q: 3 clusters Score -1396107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1396113.125000 Penalty: 3058.891602
	Iteration 64Q: 3 clusters Score -1396113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1396115.375000 Penalty: 3058.891602
	Iteration 65Q: 3 clusters Score -1396115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1396118.750000 Penalty: 3058.891602
	Iteration 66Q: 3 clusters Score -1396119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1396121.125000 Penalty: 3058.891602
	Iteration 67Q: 3 clusters Score -1396121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1396122.750000 Penalty: 3058.891602
	Iteration 68Q: 3 clusters Score -1396123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1396127.250000 Penalty: 3058.891602
	Iteration 69Q: 3 clusters Score -1396127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1396137.375000 Penalty: 3058.891602
	Iteration 70Q: 3 clusters Score -1396137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1396135.250000 Penalty: 3058.891602
	Iteration 71Q: 3 clusters Score -1396135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1396140.750000 Penalty: 3058.891602
	Iteration 72Q: 3 clusters Score -1396141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1396140.375000 Penalty: 3058.891602
	Iteration 73Q: 3 clusters Score -1396140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1396143.500000 Penalty: 3058.891602
	Iteration 74Q: 3 clusters Score -1396144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1396142.875000 Penalty: 3058.891602
	Iteration 75Q: 3 clusters Score -1396143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1396151.000000 Penalty: 3058.891602
	Iteration 76Q: 3 clusters Score -1396151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1396151.500000 Penalty: 3058.891602
	Iteration 77Q: 3 clusters Score -1396152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1396153.750000 Penalty: 3058.891602
	Iteration 78Q: 3 clusters Score -1396154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1396155.375000 Penalty: 3058.891602
	Iteration 79Q: 3 clusters Score -1396155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1396152.125000 Penalty: 3058.891602
	Iteration 80F: 3 clusters Score -1396152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1396149.500000 Penalty: 3058.891602
	Iteration 81Q: 3 clusters Score -1396150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1396154.000000 Penalty: 3058.891602
	Iteration 82Q: 3 clusters Score -1396154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1396156.375000 Penalty: 3058.891602
	Iteration 83Q: 3 clusters Score -1396156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1396156.250000 Penalty: 3058.891602
	Iteration 84Q: 3 clusters Score -1396156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1396156.750000 Penalty: 3058.891602
	Iteration 85Q: 3 clusters Score -1396157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1396155.500000 Penalty: 3058.891602
	Iteration 86Q: 3 clusters Score -1396156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1396154.625000 Penalty: 3058.891602
	Iteration 87Q: 3 clusters Score -1396155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1396156.250000 Penalty: 3058.891602
	Iteration 88Q: 3 clusters Score -1396156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1396151.500000 Penalty: 3058.891602
	Iteration 89Q: 3 clusters Score -1396152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1396156.750000 Penalty: 3058.891602
	Iteration 90Q: 3 clusters Score -1396157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1396156.250000 Penalty: 3058.891602
	Iteration 91Q: 3 clusters Score -1396156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1396156.250000 Penalty: 3058.891602
	Iteration 92F: 3 clusters Score -1396156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70168 members 
Mstep: Class 3 contains 51132 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 94 members 
Mstep: Class 8 contains 114287 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 147304 members 
Mstep: Class 12 contains 55649 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24450 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64737588.000000 Penalty: 38844.917969
Iteration 119Q: 19 clusters Score -6.473759e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70164 members 
Mstep: Class 3 contains 51136 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 114259 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 147319 members 
Mstep: Class 12 contains 55662 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24467 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738416.000000 Penalty: 38844.917969
Iteration 120F: 19 clusters Score -6.473842e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70153 members 
Mstep: Class 3 contains 51141 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 110 members 
Mstep: Class 8 contains 114244 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 147324 members 
Mstep: Class 12 contains 55666 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24221 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739096.000000 Penalty: 38844.917969
Iteration 121Q: 19 clusters Score -6.47391e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 70140 members 
Mstep: Class 3 contains 51145 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 8198 members 
Mstep: Class 7 contains 114 members 
Mstep: Class 8 contains 114172 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 147328 members 
Mstep: Class 12 contains 55681 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 4614 members 
Mstep: Class 19 contains 24150 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739344.000000 Penalty: 38844.917969
Iteration 122Q: 19 clusters Score -6.473934e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70132 members 
Mstep: Class 3 contains 51150 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 118 members 
Mstep: Class 8 contains 114091 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 147328 members 
Mstep: Class 12 contains 55697 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4614 members 
Mstep: Class 19 contains 24151 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739412.000000 Penalty: 38844.917969
Iteration 123Q: 19 clusters Score -6.473941e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 70126 members 
Mstep: Class 3 contains 51155 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 120 members 
Mstep: Class 8 contains 114035 members 
Mstep: Class 9 contains 1379 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 147326 members 
Mstep: Class 12 contains 55702 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 24144 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739544.000000 Penalty: 38844.917969
Iteration 124Q: 19 clusters Score -6.473954e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 70116 members 
Mstep: Class 3 contains 51164 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 8045 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 8 contains 113987 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 147339 members 
Mstep: Class 12 contains 55699 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 4614 members 
Mstep: Class 19 contains 24142 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739492.000000 Penalty: 38844.917969
Iteration 125Q: 19 clusters Score -6.473949e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 70102 members 
Mstep: Class 3 contains 51169 members 
Mstep: Class 4 contains 1524 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 122 members 
Mstep: Class 8 contains 113914 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 147348 members 
Mstep: Class 12 contains 55703 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24174 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739500.000000 Penalty: 38844.917969
Iteration 126Q: 19 clusters Score -6.47395e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 70095 members 
Mstep: Class 3 contains 51170 members 
Mstep: Class 4 contains 1522 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 7924 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113864 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 147341 members 
Mstep: Class 12 contains 55714 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24199 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739528.000000 Penalty: 38844.917969
Iteration 127Q: 19 clusters Score -6.473953e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 70083 members 
Mstep: Class 3 contains 51173 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113795 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 147344 members 
Mstep: Class 12 contains 55710 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24256 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -6.473965e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 70072 members 
Mstep: Class 3 contains 51170 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113729 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 147343 members 
Mstep: Class 12 contains 55708 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24325 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739628.000000 Penalty: 38844.917969
Iteration 129Q: 19 clusters Score -6.473963e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 70068 members 
Mstep: Class 3 contains 51164 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 7747 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113696 members 
Mstep: Class 9 contains 1867 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 147338 members 
Mstep: Class 12 contains 55713 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24383 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 19 clusters Score -6.47397e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 70057 members 
Mstep: Class 3 contains 51159 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113661 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 147327 members 
Mstep: Class 12 contains 55721 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24446 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 19 clusters Score -6.473979e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 70049 members 
Mstep: Class 3 contains 51159 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113626 members 
Mstep: Class 9 contains 1948 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 147309 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24498 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 19 clusters Score -6.473968e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 70041 members 
Mstep: Class 3 contains 51163 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113596 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 147295 members 
Mstep: Class 12 contains 55754 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24542 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739736.000000 Penalty: 38844.917969
Iteration 133Q: 19 clusters Score -6.473974e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51167 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 7578 members 
Mstep: Class 7 contains 123 members 
Mstep: Class 8 contains 113571 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 147273 members 
Mstep: Class 12 contains 55770 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24609 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739720.000000 Penalty: 38844.917969
Iteration 134Q: 19 clusters Score -6.473972e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 70034 members 
Mstep: Class 3 contains 51168 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1568 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 124 members 
Mstep: Class 8 contains 113555 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 147253 members 
Mstep: Class 12 contains 55781 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24670 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739724.000000 Penalty: 38844.917969
Iteration 135Q: 19 clusters Score -6.473972e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 70031 members 
Mstep: Class 3 contains 51167 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 113547 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 147231 members 
Mstep: Class 12 contains 55787 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24708 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739792.000000 Penalty: 38844.917969
Iteration 136Q: 19 clusters Score -6.473979e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 70026 members 
Mstep: Class 3 contains 51169 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 113532 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 147209 members 
Mstep: Class 12 contains 55793 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24740 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739716.000000 Penalty: 38844.917969
Iteration 137Q: 19 clusters Score -6.473972e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70024 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 113510 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 147183 members 
Mstep: Class 12 contains 55796 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24786 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739820.000000 Penalty: 38844.917969
Iteration 138Q: 19 clusters Score -6.473982e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70020 members 
Mstep: Class 3 contains 51176 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 113486 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 147165 members 
Mstep: Class 12 contains 55799 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64739876.000000 Penalty: 38844.917969
Iteration 139Q: 19 clusters Score -6.473988e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70017 members 
Mstep: Class 3 contains 51182 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 125 members 
Mstep: Class 8 contains 113465 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 147161 members 
Mstep: Class 12 contains 55797 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24875 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740048.000000 Penalty: 38844.917969
Iteration 140F: 19 clusters Score -6.474005e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70015 members 
Mstep: Class 3 contains 51184 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 132 members 
Mstep: Class 8 contains 113451 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 147156 members 
Mstep: Class 12 contains 55798 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 4612 members 
Mstep: Class 19 contains 24918 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740296.000000 Penalty: 38844.917969
Iteration 141Q: 19 clusters Score -6.47403e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70017 members 
Mstep: Class 3 contains 51193 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 135 members 
Mstep: Class 8 contains 113437 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 147142 members 
Mstep: Class 12 contains 55798 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 24961 members 
Mstep: Class 22 contains 86537 members 
Mstep: Class 23 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740324.000000 Penalty: 38844.917969
Iteration 142Q: 19 clusters Score -6.474032e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70019 members 
Mstep: Class 3 contains 51196 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 7260 members 
Mstep: Class 7 contains 138 members 
Mstep: Class 8 contains 113423 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 147134 members 
Mstep: Class 12 contains 55796 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 25002 members 
Mstep: Class 22 contains 86536 members 
Mstep: Class 23 contains 12095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740344.000000 Penalty: 38844.917969
Iteration 143Q: 19 clusters Score -6.474034e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 70024 members 
Mstep: Class 3 contains 51205 members 
Mstep: Class 4 contains 1517 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 7238 members 
Mstep: Class 7 contains 138 members 
Mstep: Class 8 contains 113404 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 147123 members 
Mstep: Class 12 contains 55793 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 4616 members 
Mstep: Class 19 contains 25039 members 
Mstep: Class 22 contains 86535 members 
Mstep: Class 23 contains 12089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740452.000000 Penalty: 38844.917969
Iteration 144Q: 19 clusters Score -6.474045e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70030 members 
Mstep: Class 3 contains 51213 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 138 members 
Mstep: Class 8 contains 113395 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 147120 members 
Mstep: Class 12 contains 55790 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740472.000000 Penalty: 38844.917969
Iteration 145Q: 19 clusters Score -6.474047e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70034 members 
Mstep: Class 3 contains 51215 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7191 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113396 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 147117 members 
Mstep: Class 12 contains 55790 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25080 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740444.000000 Penalty: 38844.917969
Iteration 146Q: 19 clusters Score -6.474044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7180 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113382 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 147123 members 
Mstep: Class 12 contains 55789 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25101 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 19 clusters Score -6.474052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7171 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113370 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 147132 members 
Mstep: Class 12 contains 55788 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25121 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12067 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 19 clusters Score -6.474046e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51218 members 
Mstep: Class 4 contains 1519 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7163 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113369 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 147135 members 
Mstep: Class 12 contains 55787 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25131 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 19 clusters Score -6.474047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70037 members 
Mstep: Class 3 contains 51215 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113369 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55785 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25142 members 
Mstep: Class 22 contains 86531 members 
Mstep: Class 23 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740420.000000 Penalty: 38844.917969
Iteration 150Q: 19 clusters Score -6.474042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70037 members 
Mstep: Class 3 contains 51214 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7146 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113371 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 147145 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25152 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 19 clusters Score -6.474038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51214 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7138 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113368 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25163 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 19 clusters Score -6.474046e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70040 members 
Mstep: Class 3 contains 51217 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7136 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113357 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25182 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 19 clusters Score -6.474046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7132 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113353 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147151 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25194 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740480.000000 Penalty: 38844.917969
Iteration 154Q: 19 clusters Score -6.474048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113356 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147147 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25202 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740464.000000 Penalty: 38844.917969
Iteration 155Q: 19 clusters Score -6.474046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51217 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113358 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147146 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25209 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740440.000000 Penalty: 38844.917969
Iteration 156Q: 19 clusters Score -6.474044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51215 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113357 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147146 members 
Mstep: Class 12 contains 55781 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25211 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740428.000000 Penalty: 38844.917969
Iteration 157Q: 19 clusters Score -6.474043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113356 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25212 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740440.000000 Penalty: 38844.917969
Iteration 158Q: 19 clusters Score -6.474044e+07 nChanged 16
Entering ConstructFrom: 
Score: -64740440.000000 Penalty: 38844.917969
Entering ConstructFrom: 
Trying to split cluster 1 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -132280.906250 Penalty: 1152.408081
	Iteration 0F: 2 clusters Score -132280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130701.734375 Penalty: 2304.816162
	Iteration 0F: 3 clusters Score -130701.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130962.132812 Penalty: 2304.816162
	Iteration 1F: 3 clusters Score -130962.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131037.179688 Penalty: 2304.816162
	Iteration 2F: 3 clusters Score -131037.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131072.000000 Penalty: 2304.816162
	Iteration 3Q: 3 clusters Score -131072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -131094.171875 Penalty: 2304.816162
	Iteration 4Q: 3 clusters Score -131094.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -131107.281250 Penalty: 2304.816162
	Iteration 5Q: 3 clusters Score -131107.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131115.343750 Penalty: 2304.816162
	Iteration 6Q: 3 clusters Score -131115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131124.000000 Penalty: 2304.816162
	Iteration 7Q: 3 clusters Score -131124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131130.859375 Penalty: 2304.816162
	Iteration 8Q: 3 clusters Score -131130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131135.156250 Penalty: 2304.816162
	Iteration 9Q: 3 clusters Score -131135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131137.468750 Penalty: 2304.816162
	Iteration 10Q: 3 clusters Score -131137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131139.203125 Penalty: 2304.816162
	Iteration 11Q: 3 clusters Score -131139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131139.203125 Penalty: 2304.816162
	Iteration 12F: 3 clusters Score -131139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Entering Unmasked Estep 
Score: -7966207.000000 Penalty: 1812.979004
	Iteration 0F: 2 clusters Score -7966207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -7919532.500000 Penalty: 3625.958008
	Iteration 0F: 3 clusters Score -7919532 nChanged 33335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -7938670.000000 Penalty: 3625.958008
	Iteration 1F: 3 clusters Score -7938670 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7939410.500000 Penalty: 3625.958008
	Iteration 2Q: 3 clusters Score -7939410 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7940381.500000 Penalty: 3625.958008
	Iteration 3Q: 3 clusters Score -7940382 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -7941637.000000 Penalty: 3625.958008
	Iteration 4Q: 3 clusters Score -7941637 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -7943454.500000 Penalty: 3625.958008
	Iteration 5F: 3 clusters Score -7943454 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -7945984.000000 Penalty: 3625.958008
	Iteration 6F: 3 clusters Score -7945984 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -7949520.500000 Penalty: 3625.958008
	Iteration 7F: 3 clusters Score -7949520 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -7953532.500000 Penalty: 3625.958008
	Iteration 8F: 3 clusters Score -7953532 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -7957507.000000 Penalty: 3625.958008
	Iteration 9F: 3 clusters Score -7957507 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -7960679.000000 Penalty: 3625.958008
	Iteration 10Q: 3 clusters Score -7960679 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -7962641.500000 Penalty: 3625.958008
	Iteration 11Q: 3 clusters Score -7962642 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -7963693.500000 Penalty: 3625.958008
	Iteration 12Q: 3 clusters Score -7963694 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -7964188.000000 Penalty: 3625.958008
	Iteration 13Q: 3 clusters Score -7964188 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -7964390.500000 Penalty: 3625.958008
	Iteration 14Q: 3 clusters Score -7964390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -7964513.500000 Penalty: 3625.958008
	Iteration 15Q: 3 clusters Score -7964514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -7964613.000000 Penalty: 3625.958008
	Iteration 16Q: 3 clusters Score -7964613 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -7964666.500000 Penalty: 3625.958008
	Iteration 17Q: 3 clusters Score -7964666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -7964701.000000 Penalty: 3625.958008
	Iteration 18Q: 3 clusters Score -7964701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -7964736.500000 Penalty: 3625.958008
	Iteration 19Q: 3 clusters Score -7964736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -7964778.000000 Penalty: 3625.958008
	Iteration 20F: 3 clusters Score -7964778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -7964792.500000 Penalty: 3625.958008
	Iteration 21Q: 3 clusters Score -7964792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -7964809.500000 Penalty: 3625.958008
	Iteration 22Q: 3 clusters Score -7964810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -7964821.000000 Penalty: 3625.958008
	Iteration 23Q: 3 clusters Score -7964821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -7964830.000000 Penalty: 3625.958008
	Iteration 24Q: 3 clusters Score -7964830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -7964832.000000 Penalty: 3625.958008
	Iteration 25Q: 3 clusters Score -7964832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -7964841.000000 Penalty: 3625.958008
	Iteration 26Q: 3 clusters Score -7964841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -7964840.000000 Penalty: 3625.958008
	Iteration 27Q: 3 clusters Score -7964840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -7964843.000000 Penalty: 3625.958008
	Iteration 28Q: 3 clusters Score -7964843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -7964845.500000 Penalty: 3625.958008
	Iteration 29Q: 3 clusters Score -7964846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -7964843.500000 Penalty: 3625.958008
	Iteration 30Q: 3 clusters Score -7964844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -7964846.000000 Penalty: 3625.958008
	Iteration 31Q: 3 clusters Score -7964846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -7964842.500000 Penalty: 3625.958008
	Iteration 32Q: 3 clusters Score -7964842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -7964842.500000 Penalty: 3625.958008
	Iteration 33F: 3 clusters Score -7964842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Entering Unmasked Estep 
Score: -5836769.500000 Penalty: 1762.121948
	Iteration 0F: 2 clusters Score -5836770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5802457.000000 Penalty: 3524.243896
	Iteration 0F: 3 clusters Score -5802457 nChanged 23993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5816013.500000 Penalty: 3524.243896
	Iteration 1F: 3 clusters Score -5816014 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -5816578.000000 Penalty: 3524.243896
	Iteration 2Q: 3 clusters Score -5816578 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5817237.000000 Penalty: 3524.243896
	Iteration 3Q: 3 clusters Score -5817237 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5818121.000000 Penalty: 3524.243896
	Iteration 4Q: 3 clusters Score -5818121 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5819452.500000 Penalty: 3524.243896
	Iteration 5Q: 3 clusters Score -5819452 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5821249.000000 Penalty: 3524.243896
	Iteration 6F: 3 clusters Score -5821249 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5823533.000000 Penalty: 3524.243896
	Iteration 7F: 3 clusters Score -5823533 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5825934.000000 Penalty: 3524.243896
	Iteration 8F: 3 clusters Score -5825934 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5827751.000000 Penalty: 3524.243896
	Iteration 9F: 3 clusters Score -5827751 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5828727.500000 Penalty: 3524.243896
	Iteration 10Q: 3 clusters Score -5828728 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5829222.000000 Penalty: 3524.243896
	Iteration 11Q: 3 clusters Score -5829222 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -5829610.500000 Penalty: 3524.243896
	Iteration 12Q: 3 clusters Score -5829610 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5829966.500000 Penalty: 3524.243896
	Iteration 13Q: 3 clusters Score -5829966 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5830233.500000 Penalty: 3524.243896
	Iteration 14Q: 3 clusters Score -5830234 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5830521.000000 Penalty: 3524.243896
	Iteration 15Q: 3 clusters Score -5830521 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5830761.500000 Penalty: 3524.243896
	Iteration 16Q: 3 clusters Score -5830762 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -5831001.000000 Penalty: 3524.243896
	Iteration 17Q: 3 clusters Score -5831001 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5831212.500000 Penalty: 3524.243896
	Iteration 18Q: 3 clusters Score -5831212 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -5831453.000000 Penalty: 3524.243896
	Iteration 19Q: 3 clusters Score -5831453 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5831662.000000 Penalty: 3524.243896
	Iteration 20F: 3 clusters Score -5831662 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -5831867.500000 Penalty: 3524.243896
	Iteration 21Q: 3 clusters Score -5831868 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5832026.500000 Penalty: 3524.243896
	Iteration 22Q: 3 clusters Score -5832026 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -5832218.500000 Penalty: 3524.243896
	Iteration 23Q: 3 clusters Score -5832218 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -5832432.000000 Penalty: 3524.243896
	Iteration 24Q: 3 clusters Score -5832432 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -5832635.500000 Penalty: 3524.243896
	Iteration 25Q: 3 clusters Score -5832636 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5832886.500000 Penalty: 3524.243896
	Iteration 26Q: 3 clusters Score -5832886 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5833074.500000 Penalty: 3524.243896
	Iteration 27Q: 3 clusters Score -5833074 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -5833212.000000 Penalty: 3524.243896
	Iteration 28Q: 3 clusters Score -5833212 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5833406.000000 Penalty: 3524.243896
	Iteration 29Q: 3 clusters Score -5833406 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5833610.500000 Penalty: 3524.243896
	Iteration 30Q: 3 clusters Score -5833610 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5833796.500000 Penalty: 3524.243896
	Iteration 31Q: 3 clusters Score -5833796 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5833945.000000 Penalty: 3524.243896
	Iteration 32Q: 3 clusters Score -5833945 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -5834084.000000 Penalty: 3524.243896
	Iteration 33Q: 3 clusters Score -5834084 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5834234.000000 Penalty: 3524.243896
	Iteration 34Q: 3 clusters Score -5834234 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5834333.500000 Penalty: 3524.243896
	Iteration 35Q: 3 clusters Score -5834334 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5834420.000000 Penalty: 3524.243896
	Iteration 36Q: 3 clusters Score -5834420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5834495.500000 Penalty: 3524.243896
	Iteration 37Q: 3 clusters Score -5834496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5834566.500000 Penalty: 3524.243896
	Iteration 38Q: 3 clusters Score -5834566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5834668.000000 Penalty: 3524.243896
	Iteration 39Q: 3 clusters Score -5834668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5834731.500000 Penalty: 3524.243896
	Iteration 40F: 3 clusters Score -5834732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5834799.500000 Penalty: 3524.243896
	Iteration 41Q: 3 clusters Score -5834800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5834879.000000 Penalty: 3524.243896
	Iteration 42Q: 3 clusters Score -5834879 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5834943.000000 Penalty: 3524.243896
	Iteration 43Q: 3 clusters Score -5834943 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5835017.000000 Penalty: 3524.243896
	Iteration 44Q: 3 clusters Score -5835017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5835080.000000 Penalty: 3524.243896
	Iteration 45Q: 3 clusters Score -5835080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5835112.000000 Penalty: 3524.243896
	Iteration 46Q: 3 clusters Score -5835112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5835160.500000 Penalty: 3524.243896
	Iteration 47Q: 3 clusters Score -5835160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5835211.500000 Penalty: 3524.243896
	Iteration 48Q: 3 clusters Score -5835212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5835282.500000 Penalty: 3524.243896
	Iteration 49Q: 3 clusters Score -5835282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5835315.000000 Penalty: 3524.243896
	Iteration 50Q: 3 clusters Score -5835315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5835348.000000 Penalty: 3524.243896
	Iteration 51Q: 3 clusters Score -5835348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5835368.000000 Penalty: 3524.243896
	Iteration 52Q: 3 clusters Score -5835368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5835399.000000 Penalty: 3524.243896
	Iteration 53Q: 3 clusters Score -5835399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5835419.000000 Penalty: 3524.243896
	Iteration 54Q: 3 clusters Score -5835419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5835444.500000 Penalty: 3524.243896
	Iteration 55Q: 3 clusters Score -5835444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5835462.000000 Penalty: 3524.243896
	Iteration 56Q: 3 clusters Score -5835462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5835479.000000 Penalty: 3524.243896
	Iteration 57Q: 3 clusters Score -5835479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5835481.500000 Penalty: 3524.243896
	Iteration 58Q: 3 clusters Score -5835482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5835501.500000 Penalty: 3524.243896
	Iteration 59Q: 3 clusters Score -5835502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5835515.000000 Penalty: 3524.243896
	Iteration 60F: 3 clusters Score -5835515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5835517.500000 Penalty: 3524.243896
	Iteration 61Q: 3 clusters Score -5835518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5835524.000000 Penalty: 3524.243896
	Iteration 62Q: 3 clusters Score -5835524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5835535.000000 Penalty: 3524.243896
	Iteration 63Q: 3 clusters Score -5835535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5835536.500000 Penalty: 3524.243896
	Iteration 64Q: 3 clusters Score -5835536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5835538.000000 Penalty: 3524.243896
	Iteration 65Q: 3 clusters Score -5835538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5835544.500000 Penalty: 3524.243896
	Iteration 66Q: 3 clusters Score -5835544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5835541.500000 Penalty: 3524.243896
	Iteration 67Q: 3 clusters Score -5835542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5835546.500000 Penalty: 3524.243896
	Iteration 68Q: 3 clusters Score -5835546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5835549.500000 Penalty: 3524.243896
	Iteration 69Q: 3 clusters Score -5835550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5835547.000000 Penalty: 3524.243896
	Iteration 70Q: 3 clusters Score -5835547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5835554.500000 Penalty: 3524.243896
	Iteration 71Q: 3 clusters Score -5835554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5835556.000000 Penalty: 3524.243896
	Iteration 72Q: 3 clusters Score -5835556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5835562.000000 Penalty: 3524.243896
	Iteration 73Q: 3 clusters Score -5835562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5835566.500000 Penalty: 3524.243896
	Iteration 74Q: 3 clusters Score -5835566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5835566.500000 Penalty: 3524.243896
	Iteration 75Q: 3 clusters Score -5835566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5835571.500000 Penalty: 3524.243896
	Iteration 76Q: 3 clusters Score -5835572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5835574.500000 Penalty: 3524.243896
	Iteration 77Q: 3 clusters Score -5835574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5835585.500000 Penalty: 3524.243896
	Iteration 78Q: 3 clusters Score -5835586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5835584.500000 Penalty: 3524.243896
	Iteration 79Q: 3 clusters Score -5835584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5835588.500000 Penalty: 3524.243896
	Iteration 80F: 3 clusters Score -5835588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5835598.000000 Penalty: 3524.243896
	Iteration 81Q: 3 clusters Score -5835598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5835598.500000 Penalty: 3524.243896
	Iteration 82Q: 3 clusters Score -5835598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5835600.000000 Penalty: 3524.243896
	Iteration 83Q: 3 clusters Score -5835600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5835604.000000 Penalty: 3524.243896
	Iteration 84Q: 3 clusters Score -5835604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5835604.000000 Penalty: 3524.243896
	Iteration 85F: 3 clusters Score -5835604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -161670.703125 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -161670.7 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 748 members 
Entering Unmasked Estep 
Score: -159858.921875 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -159858.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160175.484375 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -160175.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160261.531250 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -160261.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160311.953125 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -160312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160342.218750 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -160342.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160366.625000 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -160366.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160381.890625 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -160381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160391.921875 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -160391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160401.609375 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -160401.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160405.812500 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -160405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160408.843750 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -160408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160411.375000 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -160411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -160413.484375 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -160413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160415.625000 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -160415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -160419.656250 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -160419.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160425.187500 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -160425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160432.406250 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -160432.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160439.406250 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -160439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160444.687500 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -160444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160448.796875 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -160448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160450.359375 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -160450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160452.140625 Penalty: 2381.314941
	Iteration 21Q: 3 clusters Score -160452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160454.093750 Penalty: 2381.314941
	Iteration 22Q: 3 clusters Score -160454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160455.796875 Penalty: 2381.314941
	Iteration 23Q: 3 clusters Score -160455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160456.593750 Penalty: 2381.314941
	Iteration 24Q: 3 clusters Score -160456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160456.593750 Penalty: 2381.314941
	Iteration 25F: 3 clusters Score -160456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -185726.437500 Penalty: 1196.532837
	Iteration 0F: 2 clusters Score -185726.4 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 790 members 
Entering Unmasked Estep 
Score: -183895.171875 Penalty: 2393.065674
	Iteration 0F: 3 clusters Score -183895.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184227.671875 Penalty: 2393.065674
	Iteration 1F: 3 clusters Score -184227.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -184313.687500 Penalty: 2393.065674
	Iteration 2F: 3 clusters Score -184313.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184358.046875 Penalty: 2393.065674
	Iteration 3Q: 3 clusters Score -184358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184383.031250 Penalty: 2393.065674
	Iteration 4Q: 3 clusters Score -184383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184400.343750 Penalty: 2393.065674
	Iteration 5Q: 3 clusters Score -184400.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184413.328125 Penalty: 2393.065674
	Iteration 6Q: 3 clusters Score -184413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184421.656250 Penalty: 2393.065674
	Iteration 7Q: 3 clusters Score -184421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184426.687500 Penalty: 2393.065674
	Iteration 8Q: 3 clusters Score -184426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184428.046875 Penalty: 2393.065674
	Iteration 9Q: 3 clusters Score -184428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184429.609375 Penalty: 2393.065674
	Iteration 10Q: 3 clusters Score -184429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184432.343750 Penalty: 2393.065674
	Iteration 11Q: 3 clusters Score -184432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184435.312500 Penalty: 2393.065674
	Iteration 12Q: 3 clusters Score -184435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184437.906250 Penalty: 2393.065674
	Iteration 13Q: 3 clusters Score -184437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184443.328125 Penalty: 2393.065674
	Iteration 14Q: 3 clusters Score -184443.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184449.015625 Penalty: 2393.065674
	Iteration 15Q: 3 clusters Score -184449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184452.937500 Penalty: 2393.065674
	Iteration 16Q: 3 clusters Score -184452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184455.937500 Penalty: 2393.065674
	Iteration 17Q: 3 clusters Score -184455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184456.781250 Penalty: 2393.065674
	Iteration 18Q: 3 clusters Score -184456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184457.656250 Penalty: 2393.065674
	Iteration 19Q: 3 clusters Score -184457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184457.656250 Penalty: 2393.065674
	Iteration 20F: 3 clusters Score -184457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -804443.312500 Penalty: 1441.437134
	Iteration 0F: 2 clusters Score -804443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -799148.187500 Penalty: 2882.874268
	Iteration 0F: 3 clusters Score -799148.2 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -800738.000000 Penalty: 2882.874268
	Iteration 1F: 3 clusters Score -800738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -800920.812500 Penalty: 2882.874268
	Iteration 2F: 3 clusters Score -800920.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -801037.687500 Penalty: 2882.874268
	Iteration 3Q: 3 clusters Score -801037.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -801122.500000 Penalty: 2882.874268
	Iteration 4Q: 3 clusters Score -801122.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -801185.250000 Penalty: 2882.874268
	Iteration 5Q: 3 clusters Score -801185.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -801229.125000 Penalty: 2882.874268
	Iteration 6Q: 3 clusters Score -801229.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -801259.625000 Penalty: 2882.874268
	Iteration 7Q: 3 clusters Score -801259.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -801287.250000 Penalty: 2882.874268
	Iteration 8Q: 3 clusters Score -801287.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -801311.187500 Penalty: 2882.874268
	Iteration 9Q: 3 clusters Score -801311.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -801341.562500 Penalty: 2882.874268
	Iteration 10Q: 3 clusters Score -801341.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -801371.000000 Penalty: 2882.874268
	Iteration 11Q: 3 clusters Score -801371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -801402.875000 Penalty: 2882.874268
	Iteration 12Q: 3 clusters Score -801402.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -801441.750000 Penalty: 2882.874268
	Iteration 13Q: 3 clusters Score -801441.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -801479.312500 Penalty: 2882.874268
	Iteration 14Q: 3 clusters Score -801479.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -801531.250000 Penalty: 2882.874268
	Iteration 15Q: 3 clusters Score -801531.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -801600.500000 Penalty: 2882.874268
	Iteration 16Q: 3 clusters Score -801600.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -801683.500000 Penalty: 2882.874268
	Iteration 17Q: 3 clusters Score -801683.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -801793.937500 Penalty: 2882.874268
	Iteration 18Q: 3 clusters Score -801793.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -801936.000000 Penalty: 2882.874268
	Iteration 19Q: 3 clusters Score -801936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -802069.125000 Penalty: 2882.874268
	Iteration 20F: 3 clusters Score -802069.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -802178.687500 Penalty: 2882.874268
	Iteration 21Q: 3 clusters Score -802178.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -802254.812500 Penalty: 2882.874268
	Iteration 22Q: 3 clusters Score -802254.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -802306.812500 Penalty: 2882.874268
	Iteration 23Q: 3 clusters Score -802306.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -802342.812500 Penalty: 2882.874268
	Iteration 24Q: 3 clusters Score -802342.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -802374.250000 Penalty: 2882.874268
	Iteration 25Q: 3 clusters Score -802374.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -802395.875000 Penalty: 2882.874268
	Iteration 26Q: 3 clusters Score -802395.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -802419.312500 Penalty: 2882.874268
	Iteration 27Q: 3 clusters Score -802419.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -802440.812500 Penalty: 2882.874268
	Iteration 28Q: 3 clusters Score -802440.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -802457.562500 Penalty: 2882.874268
	Iteration 29Q: 3 clusters Score -802457.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -802474.750000 Penalty: 2882.874268
	Iteration 30Q: 3 clusters Score -802474.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -802491.875000 Penalty: 2882.874268
	Iteration 31Q: 3 clusters Score -802491.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -802506.750000 Penalty: 2882.874268
	Iteration 32Q: 3 clusters Score -802506.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -802522.062500 Penalty: 2882.874268
	Iteration 33Q: 3 clusters Score -802522.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -802533.437500 Penalty: 2882.874268
	Iteration 34Q: 3 clusters Score -802533.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -802544.250000 Penalty: 2882.874268
	Iteration 35Q: 3 clusters Score -802544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -802556.750000 Penalty: 2882.874268
	Iteration 36Q: 3 clusters Score -802556.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -802571.375000 Penalty: 2882.874268
	Iteration 37Q: 3 clusters Score -802571.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -802582.562500 Penalty: 2882.874268
	Iteration 38Q: 3 clusters Score -802582.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -802596.937500 Penalty: 2882.874268
	Iteration 39Q: 3 clusters Score -802596.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -802608.187500 Penalty: 2882.874268
	Iteration 40F: 3 clusters Score -802608.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -802623.187500 Penalty: 2882.874268
	Iteration 41Q: 3 clusters Score -802623.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -802637.750000 Penalty: 2882.874268
	Iteration 42Q: 3 clusters Score -802637.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -802650.187500 Penalty: 2882.874268
	Iteration 43Q: 3 clusters Score -802650.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -802657.687500 Penalty: 2882.874268
	Iteration 44Q: 3 clusters Score -802657.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -802665.687500 Penalty: 2882.874268
	Iteration 45Q: 3 clusters Score -802665.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -802670.187500 Penalty: 2882.874268
	Iteration 46Q: 3 clusters Score -802670.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -802674.625000 Penalty: 2882.874268
	Iteration 47Q: 3 clusters Score -802674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -802679.187500 Penalty: 2882.874268
	Iteration 48Q: 3 clusters Score -802679.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -802681.250000 Penalty: 2882.874268
	Iteration 49Q: 3 clusters Score -802681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -802682.937500 Penalty: 2882.874268
	Iteration 50Q: 3 clusters Score -802682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -802683.937500 Penalty: 2882.874268
	Iteration 51Q: 3 clusters Score -802683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -802684.937500 Penalty: 2882.874268
	Iteration 52Q: 3 clusters Score -802684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -802687.750000 Penalty: 2882.874268
	Iteration 53Q: 3 clusters Score -802687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -802690.437500 Penalty: 2882.874268
	Iteration 54Q: 3 clusters Score -802690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -802694.125000 Penalty: 2882.874268
	Iteration 55Q: 3 clusters Score -802694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -802696.875000 Penalty: 2882.874268
	Iteration 56Q: 3 clusters Score -802696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -802697.687500 Penalty: 2882.874268
	Iteration 57Q: 3 clusters Score -802697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -802696.312500 Penalty: 2882.874268
	Iteration 58Q: 3 clusters Score -802696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -802699.500000 Penalty: 2882.874268
	Iteration 59Q: 3 clusters Score -802699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -802700.187500 Penalty: 2882.874268
	Iteration 60F: 3 clusters Score -802700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -802701.250000 Penalty: 2882.874268
	Iteration 61Q: 3 clusters Score -802701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -802701.625000 Penalty: 2882.874268
	Iteration 62Q: 3 clusters Score -802701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -802702.187500 Penalty: 2882.874268
	Iteration 63Q: 3 clusters Score -802702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -802705.500000 Penalty: 2882.874268
	Iteration 64Q: 3 clusters Score -802705.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -802709.812500 Penalty: 2882.874268
	Iteration 65Q: 3 clusters Score -802709.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -802713.000000 Penalty: 2882.874268
	Iteration 66Q: 3 clusters Score -802713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -802716.500000 Penalty: 2882.874268
	Iteration 67Q: 3 clusters Score -802716.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -802720.062500 Penalty: 2882.874268
	Iteration 68Q: 3 clusters Score -802720.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -802722.687500 Penalty: 2882.874268
	Iteration 69Q: 3 clusters Score -802722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -802724.687500 Penalty: 2882.874268
	Iteration 70Q: 3 clusters Score -802724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -802724.937500 Penalty: 2882.874268
	Iteration 71Q: 3 clusters Score -802724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -802726.437500 Penalty: 2882.874268
	Iteration 72Q: 3 clusters Score -802726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -802729.812500 Penalty: 2882.874268
	Iteration 73Q: 3 clusters Score -802729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -802728.312500 Penalty: 2882.874268
	Iteration 74Q: 3 clusters Score -802728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -802729.750000 Penalty: 2882.874268
	Iteration 75Q: 3 clusters Score -802729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -802729.062500 Penalty: 2882.874268
	Iteration 76Q: 3 clusters Score -802729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -802732.937500 Penalty: 2882.874268
	Iteration 77Q: 3 clusters Score -802732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -802733.250000 Penalty: 2882.874268
	Iteration 78Q: 3 clusters Score -802733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -802734.187500 Penalty: 2882.874268
	Iteration 79Q: 3 clusters Score -802734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -802734.312500 Penalty: 2882.874268
	Iteration 80F: 3 clusters Score -802734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -802732.562500 Penalty: 2882.874268
	Iteration 81Q: 3 clusters Score -802732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -802735.375000 Penalty: 2882.874268
	Iteration 82Q: 3 clusters Score -802735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -802735.937500 Penalty: 2882.874268
	Iteration 83Q: 3 clusters Score -802735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -802736.500000 Penalty: 2882.874268
	Iteration 84Q: 3 clusters Score -802736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -802735.812500 Penalty: 2882.874268
	Iteration 85Q: 3 clusters Score -802735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -802735.375000 Penalty: 2882.874268
	Iteration 86Q: 3 clusters Score -802735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -802735.875000 Penalty: 2882.874268
	Iteration 87Q: 3 clusters Score -802735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -802737.750000 Penalty: 2882.874268
	Iteration 88Q: 3 clusters Score -802737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -802737.125000 Penalty: 2882.874268
	Iteration 89Q: 3 clusters Score -802737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -802738.312500 Penalty: 2882.874268
	Iteration 90Q: 3 clusters Score -802738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -802739.375000 Penalty: 2882.874268
	Iteration 91Q: 3 clusters Score -802739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -802741.312500 Penalty: 2882.874268
	Iteration 92Q: 3 clusters Score -802741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -802741.562500 Penalty: 2882.874268
	Iteration 93Q: 3 clusters Score -802741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -802740.437500 Penalty: 2882.874268
	Iteration 94Q: 3 clusters Score -802740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -802740.125000 Penalty: 2882.874268
	Iteration 95Q: 3 clusters Score -802740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -802741.500000 Penalty: 2882.874268
	Iteration 96Q: 3 clusters Score -802741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -802742.187500 Penalty: 2882.874268
	Iteration 97Q: 3 clusters Score -802742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -802743.000000 Penalty: 2882.874268
	Iteration 98Q: 3 clusters Score -802743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -802742.312500 Penalty: 2882.874268
	Iteration 99Q: 3 clusters Score -802742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -802744.125000 Penalty: 2882.874268
	Iteration 100F: 3 clusters Score -802744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -802744.187500 Penalty: 2882.874268
	Iteration 101Q: 3 clusters Score -802744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -802744.750000 Penalty: 2882.874268
	Iteration 102Q: 3 clusters Score -802744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -802744.312500 Penalty: 2882.874268
	Iteration 103Q: 3 clusters Score -802744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -802745.750000 Penalty: 2882.874268
	Iteration 104Q: 3 clusters Score -802745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -802745.625000 Penalty: 2882.874268
	Iteration 105Q: 3 clusters Score -802745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -802746.000000 Penalty: 2882.874268
	Iteration 106Q: 3 clusters Score -802746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -802747.000000 Penalty: 2882.874268
	Iteration 107Q: 3 clusters Score -802747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -802746.812500 Penalty: 2882.874268
	Iteration 108Q: 3 clusters Score -802746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -802748.687500 Penalty: 2882.874268
	Iteration 109Q: 3 clusters Score -802748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -802748.687500 Penalty: 2882.874268
	Iteration 110Q: 3 clusters Score -802748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -802750.000000 Penalty: 2882.874268
	Iteration 111Q: 3 clusters Score -802750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -802750.875000 Penalty: 2882.874268
	Iteration 112Q: 3 clusters Score -802750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -802751.625000 Penalty: 2882.874268
	Iteration 113Q: 3 clusters Score -802751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -802753.687500 Penalty: 2882.874268
	Iteration 114Q: 3 clusters Score -802753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -802753.062500 Penalty: 2882.874268
	Iteration 115Q: 3 clusters Score -802753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -802753.375000 Penalty: 2882.874268
	Iteration 116Q: 3 clusters Score -802753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -802754.625000 Penalty: 2882.874268
	Iteration 117Q: 3 clusters Score -802754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -802757.437500 Penalty: 2882.874268
	Iteration 118Q: 3 clusters Score -802757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -802760.437500 Penalty: 2882.874268
	Iteration 119Q: 3 clusters Score -802760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -802763.250000 Penalty: 2882.874268
	Iteration 120F: 3 clusters Score -802763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -802764.187500 Penalty: 2882.874268
	Iteration 121Q: 3 clusters Score -802764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -802764.562500 Penalty: 2882.874268
	Iteration 122Q: 3 clusters Score -802764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -802765.437500 Penalty: 2882.874268
	Iteration 123Q: 3 clusters Score -802765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -802765.375000 Penalty: 2882.874268
	Iteration 124Q: 3 clusters Score -802765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -802767.562500 Penalty: 2882.874268
	Iteration 125Q: 3 clusters Score -802767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -802768.625000 Penalty: 2882.874268
	Iteration 126Q: 3 clusters Score -802768.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -802769.937500 Penalty: 2882.874268
	Iteration 127Q: 3 clusters Score -802769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -802771.687500 Penalty: 2882.874268
	Iteration 128Q: 3 clusters Score -802771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -802772.687500 Penalty: 2882.874268
	Iteration 129Q: 3 clusters Score -802772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -802773.187500 Penalty: 2882.874268
	Iteration 130Q: 3 clusters Score -802773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -802773.125000 Penalty: 2882.874268
	Iteration 131Q: 3 clusters Score -802773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -802773.125000 Penalty: 2882.874268
	Iteration 132F: 3 clusters Score -802773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -11409.868164 Penalty: 801.852051
	Iteration 0F: 2 clusters Score -11409.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10808.238281 Penalty: 1603.704102
	Iteration 0F: 3 clusters Score -10808.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10912.566406 Penalty: 1603.704102
	Iteration 1F: 3 clusters Score -10912.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10930.325195 Penalty: 1603.704102
	Iteration 2Q: 3 clusters Score -10930.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10930.325195 Penalty: 1603.704102
	Iteration 3F: 3 clusters Score -10930.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Entering Unmasked Estep 
Score: -12784052.000000 Penalty: 1891.219116
	Iteration 0F: 2 clusters Score -1.278405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -12710668.000000 Penalty: 3782.438232
	Iteration 0F: 3 clusters Score -1.271067e+07 nChanged 54408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -12742937.000000 Penalty: 3782.438232
	Iteration 1F: 3 clusters Score -1.274294e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -12744467.000000 Penalty: 3782.438232
	Iteration 2Q: 3 clusters Score -1.274447e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -12746777.000000 Penalty: 3782.438232
	Iteration 3Q: 3 clusters Score -1.274678e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -12750447.000000 Penalty: 3782.438232
	Iteration 4F: 3 clusters Score -1.275045e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -12756039.000000 Penalty: 3782.438232
	Iteration 5F: 3 clusters Score -1.275604e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -12763414.000000 Penalty: 3782.438232
	Iteration 6F: 3 clusters Score -1.276341e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -12770748.000000 Penalty: 3782.438232
	Iteration 7F: 3 clusters Score -1.277075e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -12775554.000000 Penalty: 3782.438232
	Iteration 8F: 3 clusters Score -1.277555e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -12777866.000000 Penalty: 3782.438232
	Iteration 9Q: 3 clusters Score -1.277787e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -12779091.000000 Penalty: 3782.438232
	Iteration 10Q: 3 clusters Score -1.277909e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 104576 members 
Entering Unmasked Estep 
Score: -12779795.000000 Penalty: 3782.438232
	Iteration 11Q: 3 clusters Score -1.27798e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -12780543.000000 Penalty: 3782.438232
	Iteration 12Q: 3 clusters Score -1.278054e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -12781144.000000 Penalty: 3782.438232
	Iteration 13Q: 3 clusters Score -1.278114e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -12781675.000000 Penalty: 3782.438232
	Iteration 14Q: 3 clusters Score -1.278168e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -12782000.000000 Penalty: 3782.438232
	Iteration 15Q: 3 clusters Score -1.2782e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 112132 members 
Entering Unmasked Estep 
Score: -12782240.000000 Penalty: 3782.438232
	Iteration 16Q: 3 clusters Score -1.278224e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -12782314.000000 Penalty: 3782.438232
	Iteration 17Q: 3 clusters Score -1.278231e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -12782379.000000 Penalty: 3782.438232
	Iteration 18Q: 3 clusters Score -1.278238e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -12782395.000000 Penalty: 3782.438232
	Iteration 19Q: 3 clusters Score -1.27824e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112975 members 
Entering Unmasked Estep 
Score: -12782437.000000 Penalty: 3782.438232
	Iteration 20F: 3 clusters Score -1.278244e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -12782463.000000 Penalty: 3782.438232
	Iteration 21Q: 3 clusters Score -1.278246e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -12782469.000000 Penalty: 3782.438232
	Iteration 22Q: 3 clusters Score -1.278247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -12782489.000000 Penalty: 3782.438232
	Iteration 23Q: 3 clusters Score -1.278249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -12782505.000000 Penalty: 3782.438232
	Iteration 24Q: 3 clusters Score -1.27825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -12782511.000000 Penalty: 3782.438232
	Iteration 25Q: 3 clusters Score -1.278251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -12782513.000000 Penalty: 3782.438232
	Iteration 26Q: 3 clusters Score -1.278251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -12782526.000000 Penalty: 3782.438232
	Iteration 27Q: 3 clusters Score -1.278253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -12782521.000000 Penalty: 3782.438232
	Iteration 28Q: 3 clusters Score -1.278252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -12782529.000000 Penalty: 3782.438232
	Iteration 29Q: 3 clusters Score -1.278253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -12782529.000000 Penalty: 3782.438232
	Iteration 30F: 3 clusters Score -1.278253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -242684.734375 Penalty: 1257.575073
	Iteration 0F: 2 clusters Score -242684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -240448.015625 Penalty: 2515.150146
	Iteration 0F: 3 clusters Score -240448 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241040.515625 Penalty: 2515.150146
	Iteration 1F: 3 clusters Score -241040.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -241173.593750 Penalty: 2515.150146
	Iteration 2F: 3 clusters Score -241173.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -241261.562500 Penalty: 2515.150146
	Iteration 3F: 3 clusters Score -241261.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -241327.375000 Penalty: 2515.150146
	Iteration 4Q: 3 clusters Score -241327.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -241377.703125 Penalty: 2515.150146
	Iteration 5Q: 3 clusters Score -241377.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241430.546875 Penalty: 2515.150146
	Iteration 6Q: 3 clusters Score -241430.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -241486.187500 Penalty: 2515.150146
	Iteration 7Q: 3 clusters Score -241486.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -241536.593750 Penalty: 2515.150146
	Iteration 8Q: 3 clusters Score -241536.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -241578.718750 Penalty: 2515.150146
	Iteration 9Q: 3 clusters Score -241578.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -241616.703125 Penalty: 2515.150146
	Iteration 10Q: 3 clusters Score -241616.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -241660.328125 Penalty: 2515.150146
	Iteration 11Q: 3 clusters Score -241660.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -241708.953125 Penalty: 2515.150146
	Iteration 12Q: 3 clusters Score -241709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -241752.593750 Penalty: 2515.150146
	Iteration 13Q: 3 clusters Score -241752.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -241779.921875 Penalty: 2515.150146
	Iteration 14Q: 3 clusters Score -241779.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -241806.484375 Penalty: 2515.150146
	Iteration 15Q: 3 clusters Score -241806.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -241826.750000 Penalty: 2515.150146
	Iteration 16Q: 3 clusters Score -241826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -241840.703125 Penalty: 2515.150146
	Iteration 17Q: 3 clusters Score -241840.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -241852.625000 Penalty: 2515.150146
	Iteration 18Q: 3 clusters Score -241852.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -241863.468750 Penalty: 2515.150146
	Iteration 19Q: 3 clusters Score -241863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -241871.875000 Penalty: 2515.150146
	Iteration 20F: 3 clusters Score -241871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -241882.140625 Penalty: 2515.150146
	Iteration 21Q: 3 clusters Score -241882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -241894.062500 Penalty: 2515.150146
	Iteration 22Q: 3 clusters Score -241894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -241899.500000 Penalty: 2515.150146
	Iteration 23Q: 3 clusters Score -241899.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -241905.359375 Penalty: 2515.150146
	Iteration 24Q: 3 clusters Score -241905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -241911.312500 Penalty: 2515.150146
	Iteration 25Q: 3 clusters Score -241911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -241913.015625 Penalty: 2515.150146
	Iteration 26Q: 3 clusters Score -241913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -241914.593750 Penalty: 2515.150146
	Iteration 27Q: 3 clusters Score -241914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -241917.671875 Penalty: 2515.150146
	Iteration 28Q: 3 clusters Score -241917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -241921.765625 Penalty: 2515.150146
	Iteration 29Q: 3 clusters Score -241921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -241925.843750 Penalty: 2515.150146
	Iteration 30Q: 3 clusters Score -241925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -241932.296875 Penalty: 2515.150146
	Iteration 31Q: 3 clusters Score -241932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -241936.609375 Penalty: 2515.150146
	Iteration 32Q: 3 clusters Score -241936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -241941.343750 Penalty: 2515.150146
	Iteration 33Q: 3 clusters Score -241941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -241944.000000 Penalty: 2515.150146
	Iteration 34Q: 3 clusters Score -241944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -241944.578125 Penalty: 2515.150146
	Iteration 35Q: 3 clusters Score -241944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -241944.578125 Penalty: 2515.150146
	Iteration 36F: 3 clusters Score -241944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -252882.328125 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -252882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250682.890625 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -250682.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -251133.203125 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -251133.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -251253.421875 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -251253.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -251319.921875 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -251319.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -251349.250000 Penalty: 2499.936768
	Iteration 4Q: 3 clusters Score -251349.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251367.156250 Penalty: 2499.936768
	Iteration 5Q: 3 clusters Score -251367.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251379.531250 Penalty: 2499.936768
	Iteration 6Q: 3 clusters Score -251379.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251390.828125 Penalty: 2499.936768
	Iteration 7Q: 3 clusters Score -251390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251400.218750 Penalty: 2499.936768
	Iteration 8Q: 3 clusters Score -251400.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -251406.875000 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -251406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -251411.359375 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -251411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -251418.718750 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -251418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -251425.000000 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -251425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -251429.546875 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -251429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251431.750000 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -251431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -251433.796875 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -251433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -251436.125000 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -251436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251437.015625 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -251437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251437.765625 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -251437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251437.937500 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -251437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251437.937500 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -251437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Entering Unmasked Estep 
Score: -16528952.000000 Penalty: 1933.620239
	Iteration 0F: 2 clusters Score -1.652895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -16437006.000000 Penalty: 3867.240479
	Iteration 0F: 3 clusters Score -1.643701e+07 nChanged 70842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -16477926.000000 Penalty: 3867.240479
	Iteration 1F: 3 clusters Score -1.647793e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -16478910.000000 Penalty: 3867.240479
	Iteration 2Q: 3 clusters Score -1.647891e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -16480059.000000 Penalty: 3867.240479
	Iteration 3Q: 3 clusters Score -1.648006e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -16481654.000000 Penalty: 3867.240479
	Iteration 4Q: 3 clusters Score -1.648165e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -16484010.000000 Penalty: 3867.240479
	Iteration 5Q: 3 clusters Score -1.648401e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -16487251.000000 Penalty: 3867.240479
	Iteration 6Q: 3 clusters Score -1.648725e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -16492655.000000 Penalty: 3867.240479
	Iteration 7F: 3 clusters Score -1.649266e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -16500018.000000 Penalty: 3867.240479
	Iteration 8F: 3 clusters Score -1.650002e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -16507551.000000 Penalty: 3867.240479
	Iteration 9F: 3 clusters Score -1.650755e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -16512760.000000 Penalty: 3867.240479
	Iteration 10F: 3 clusters Score -1.651276e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -16515157.000000 Penalty: 3867.240479
	Iteration 11Q: 3 clusters Score -1.651516e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -16516167.000000 Penalty: 3867.240479
	Iteration 12Q: 3 clusters Score -1.651617e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -16516604.000000 Penalty: 3867.240479
	Iteration 13Q: 3 clusters Score -1.65166e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -16516901.000000 Penalty: 3867.240479
	Iteration 14Q: 3 clusters Score -1.65169e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -16517021.000000 Penalty: 3867.240479
	Iteration 15Q: 3 clusters Score -1.651702e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -16517255.000000 Penalty: 3867.240479
	Iteration 16Q: 3 clusters Score -1.651726e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -16517425.000000 Penalty: 3867.240479
	Iteration 17Q: 3 clusters Score -1.651742e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -16517572.000000 Penalty: 3867.240479
	Iteration 18Q: 3 clusters Score -1.651757e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -16517769.000000 Penalty: 3867.240479
	Iteration 19Q: 3 clusters Score -1.651777e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -16517937.000000 Penalty: 3867.240479
	Iteration 20F: 3 clusters Score -1.651794e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -16518095.000000 Penalty: 3867.240479
	Iteration 21Q: 3 clusters Score -1.65181e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -16518277.000000 Penalty: 3867.240479
	Iteration 22Q: 3 clusters Score -1.651828e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -16518423.000000 Penalty: 3867.240479
	Iteration 23Q: 3 clusters Score -1.651842e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -16518513.000000 Penalty: 3867.240479
	Iteration 24Q: 3 clusters Score -1.651851e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -16518672.000000 Penalty: 3867.240479
	Iteration 25Q: 3 clusters Score -1.651867e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -16518813.000000 Penalty: 3867.240479
	Iteration 26Q: 3 clusters Score -1.651881e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113111 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -16518945.000000 Penalty: 3867.240479
	Iteration 27Q: 3 clusters Score -1.651894e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -16519001.000000 Penalty: 3867.240479
	Iteration 28Q: 3 clusters Score -1.6519e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -16519194.000000 Penalty: 3867.240479
	Iteration 29Q: 3 clusters Score -1.651919e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -16519318.000000 Penalty: 3867.240479
	Iteration 30Q: 3 clusters Score -1.651932e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -16519472.000000 Penalty: 3867.240479
	Iteration 31Q: 3 clusters Score -1.651947e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -16519627.000000 Penalty: 3867.240479
	Iteration 32Q: 3 clusters Score -1.651963e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -16519823.000000 Penalty: 3867.240479
	Iteration 33Q: 3 clusters Score -1.651982e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -16519952.000000 Penalty: 3867.240479
	Iteration 34Q: 3 clusters Score -1.651995e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -16520129.000000 Penalty: 3867.240479
	Iteration 35Q: 3 clusters Score -1.652013e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -16520225.000000 Penalty: 3867.240479
	Iteration 36Q: 3 clusters Score -1.652022e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118575 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -16520332.000000 Penalty: 3867.240479
	Iteration 37Q: 3 clusters Score -1.652033e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -16520480.000000 Penalty: 3867.240479
	Iteration 38Q: 3 clusters Score -1.652048e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -16520608.000000 Penalty: 3867.240479
	Iteration 39Q: 3 clusters Score -1.652061e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120217 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -16520724.000000 Penalty: 3867.240479
	Iteration 40F: 3 clusters Score -1.652072e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120740 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -16520868.000000 Penalty: 3867.240479
	Iteration 41Q: 3 clusters Score -1.652087e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121264 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -16520916.000000 Penalty: 3867.240479
	Iteration 42Q: 3 clusters Score -1.652092e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -16521055.000000 Penalty: 3867.240479
	Iteration 43Q: 3 clusters Score -1.652106e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122356 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -16521191.000000 Penalty: 3867.240479
	Iteration 44Q: 3 clusters Score -1.652119e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -16521330.000000 Penalty: 3867.240479
	Iteration 45Q: 3 clusters Score -1.652133e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -16521473.000000 Penalty: 3867.240479
	Iteration 46Q: 3 clusters Score -1.652147e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -16521628.000000 Penalty: 3867.240479
	Iteration 47Q: 3 clusters Score -1.652163e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -16521721.000000 Penalty: 3867.240479
	Iteration 48Q: 3 clusters Score -1.652172e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -16521832.000000 Penalty: 3867.240479
	Iteration 49Q: 3 clusters Score -1.652183e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -16521976.000000 Penalty: 3867.240479
	Iteration 50Q: 3 clusters Score -1.652198e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -16522122.000000 Penalty: 3867.240479
	Iteration 51Q: 3 clusters Score -1.652212e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126547 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -16522284.000000 Penalty: 3867.240479
	Iteration 52Q: 3 clusters Score -1.652228e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -16522407.000000 Penalty: 3867.240479
	Iteration 53Q: 3 clusters Score -1.652241e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -16522538.000000 Penalty: 3867.240479
	Iteration 54Q: 3 clusters Score -1.652254e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -16522609.000000 Penalty: 3867.240479
	Iteration 55Q: 3 clusters Score -1.652261e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -16522737.000000 Penalty: 3867.240479
	Iteration 56Q: 3 clusters Score -1.652274e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -16522788.000000 Penalty: 3867.240479
	Iteration 57Q: 3 clusters Score -1.652279e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -16522858.000000 Penalty: 3867.240479
	Iteration 58Q: 3 clusters Score -1.652286e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -16522934.000000 Penalty: 3867.240479
	Iteration 59Q: 3 clusters Score -1.652293e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -16523059.000000 Penalty: 3867.240479
	Iteration 60F: 3 clusters Score -1.652306e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -16523119.000000 Penalty: 3867.240479
	Iteration 61Q: 3 clusters Score -1.652312e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -16523167.000000 Penalty: 3867.240479
	Iteration 62Q: 3 clusters Score -1.652317e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -16523286.000000 Penalty: 3867.240479
	Iteration 63Q: 3 clusters Score -1.652329e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -16523378.000000 Penalty: 3867.240479
	Iteration 64Q: 3 clusters Score -1.652338e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131897 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -16523495.000000 Penalty: 3867.240479
	Iteration 65Q: 3 clusters Score -1.65235e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132242 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -16523573.000000 Penalty: 3867.240479
	Iteration 66Q: 3 clusters Score -1.652357e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -16523589.000000 Penalty: 3867.240479
	Iteration 67Q: 3 clusters Score -1.652359e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -16523723.000000 Penalty: 3867.240479
	Iteration 68Q: 3 clusters Score -1.652372e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -16523836.000000 Penalty: 3867.240479
	Iteration 69Q: 3 clusters Score -1.652384e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -16523944.000000 Penalty: 3867.240479
	Iteration 70Q: 3 clusters Score -1.652394e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -16524022.000000 Penalty: 3867.240479
	Iteration 71Q: 3 clusters Score -1.652402e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -16524085.000000 Penalty: 3867.240479
	Iteration 72Q: 3 clusters Score -1.652408e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134790 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -16524211.000000 Penalty: 3867.240479
	Iteration 73Q: 3 clusters Score -1.652421e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -16524313.000000 Penalty: 3867.240479
	Iteration 74Q: 3 clusters Score -1.652431e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -16524367.000000 Penalty: 3867.240479
	Iteration 75Q: 3 clusters Score -1.652437e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -16524452.000000 Penalty: 3867.240479
	Iteration 76Q: 3 clusters Score -1.652445e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -16524528.000000 Penalty: 3867.240479
	Iteration 77Q: 3 clusters Score -1.652453e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -16524605.000000 Penalty: 3867.240479
	Iteration 78Q: 3 clusters Score -1.65246e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -16524632.000000 Penalty: 3867.240479
	Iteration 79Q: 3 clusters Score -1.652463e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -16524690.000000 Penalty: 3867.240479
	Iteration 80F: 3 clusters Score -1.652469e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -16524764.000000 Penalty: 3867.240479
	Iteration 81Q: 3 clusters Score -1.652476e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -16524822.000000 Penalty: 3867.240479
	Iteration 82Q: 3 clusters Score -1.652482e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -16524857.000000 Penalty: 3867.240479
	Iteration 83Q: 3 clusters Score -1.652486e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137567 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -16524910.000000 Penalty: 3867.240479
	Iteration 84Q: 3 clusters Score -1.652491e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137789 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -16525001.000000 Penalty: 3867.240479
	Iteration 85Q: 3 clusters Score -1.6525e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138016 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -16525062.000000 Penalty: 3867.240479
	Iteration 86Q: 3 clusters Score -1.652506e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -16525113.000000 Penalty: 3867.240479
	Iteration 87Q: 3 clusters Score -1.652511e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -16525176.000000 Penalty: 3867.240479
	Iteration 88Q: 3 clusters Score -1.652518e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -16525221.000000 Penalty: 3867.240479
	Iteration 89Q: 3 clusters Score -1.652522e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -16525243.000000 Penalty: 3867.240479
	Iteration 90Q: 3 clusters Score -1.652524e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -16525305.000000 Penalty: 3867.240479
	Iteration 91Q: 3 clusters Score -1.65253e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -16525368.000000 Penalty: 3867.240479
	Iteration 92Q: 3 clusters Score -1.652537e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -16525413.000000 Penalty: 3867.240479
	Iteration 93Q: 3 clusters Score -1.652541e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -16525449.000000 Penalty: 3867.240479
	Iteration 94Q: 3 clusters Score -1.652545e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -16525533.000000 Penalty: 3867.240479
	Iteration 95Q: 3 clusters Score -1.652553e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -16525595.000000 Penalty: 3867.240479
	Iteration 96Q: 3 clusters Score -1.65256e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -16525668.000000 Penalty: 3867.240479
	Iteration 97Q: 3 clusters Score -1.652567e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -16525719.000000 Penalty: 3867.240479
	Iteration 98Q: 3 clusters Score -1.652572e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -16525807.000000 Penalty: 3867.240479
	Iteration 99Q: 3 clusters Score -1.652581e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -16525906.000000 Penalty: 3867.240479
	Iteration 100F: 3 clusters Score -1.652591e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141428 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -16525993.000000 Penalty: 3867.240479
	Iteration 101Q: 3 clusters Score -1.652599e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -16526046.000000 Penalty: 3867.240479
	Iteration 102Q: 3 clusters Score -1.652605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -16526123.000000 Penalty: 3867.240479
	Iteration 103Q: 3 clusters Score -1.652612e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -16526218.000000 Penalty: 3867.240479
	Iteration 104Q: 3 clusters Score -1.652622e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142261 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -16526311.000000 Penalty: 3867.240479
	Iteration 105Q: 3 clusters Score -1.652631e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -16526381.000000 Penalty: 3867.240479
	Iteration 106Q: 3 clusters Score -1.652638e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -16526409.000000 Penalty: 3867.240479
	Iteration 107Q: 3 clusters Score -1.652641e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -16526445.000000 Penalty: 3867.240479
	Iteration 108Q: 3 clusters Score -1.652644e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142853 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -16526474.000000 Penalty: 3867.240479
	Iteration 109Q: 3 clusters Score -1.652647e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -16526532.000000 Penalty: 3867.240479
	Iteration 110Q: 3 clusters Score -1.652653e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -16526578.000000 Penalty: 3867.240479
	Iteration 111Q: 3 clusters Score -1.652658e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -16526595.000000 Penalty: 3867.240479
	Iteration 112Q: 3 clusters Score -1.65266e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143276 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16526657.000000 Penalty: 3867.240479
	Iteration 113Q: 3 clusters Score -1.652666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -16526657.000000 Penalty: 3867.240479
	Iteration 114Q: 3 clusters Score -1.652666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -16526660.000000 Penalty: 3867.240479
	Iteration 115Q: 3 clusters Score -1.652666e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -16526687.000000 Penalty: 3867.240479
	Iteration 116Q: 3 clusters Score -1.652669e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143526 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -16526708.000000 Penalty: 3867.240479
	Iteration 117Q: 3 clusters Score -1.652671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -16526714.000000 Penalty: 3867.240479
	Iteration 118Q: 3 clusters Score -1.652671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -16526745.000000 Penalty: 3867.240479
	Iteration 119Q: 3 clusters Score -1.652674e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -16526774.000000 Penalty: 3867.240479
	Iteration 120F: 3 clusters Score -1.652677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -16526796.000000 Penalty: 3867.240479
	Iteration 121Q: 3 clusters Score -1.65268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -16526807.000000 Penalty: 3867.240479
	Iteration 122Q: 3 clusters Score -1.652681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143809 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -16526821.000000 Penalty: 3867.240479
	Iteration 123Q: 3 clusters Score -1.652682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -16526831.000000 Penalty: 3867.240479
	Iteration 124Q: 3 clusters Score -1.652683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -16526840.000000 Penalty: 3867.240479
	Iteration 125Q: 3 clusters Score -1.652684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -16526851.000000 Penalty: 3867.240479
	Iteration 126Q: 3 clusters Score -1.652685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143933 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -16526862.000000 Penalty: 3867.240479
	Iteration 127Q: 3 clusters Score -1.652686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -16526863.000000 Penalty: 3867.240479
	Iteration 128Q: 3 clusters Score -1.652686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -16526887.000000 Penalty: 3867.240479
	Iteration 129Q: 3 clusters Score -1.652689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -16526905.000000 Penalty: 3867.240479
	Iteration 130Q: 3 clusters Score -1.65269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -16526913.000000 Penalty: 3867.240479
	Iteration 131Q: 3 clusters Score -1.652691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -16526932.000000 Penalty: 3867.240479
	Iteration 132Q: 3 clusters Score -1.652693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144049 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -16526942.000000 Penalty: 3867.240479
	Iteration 133Q: 3 clusters Score -1.652694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -16526946.000000 Penalty: 3867.240479
	Iteration 134Q: 3 clusters Score -1.652695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -16526960.000000 Penalty: 3867.240479
	Iteration 135Q: 3 clusters Score -1.652696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -16526964.000000 Penalty: 3867.240479
	Iteration 136Q: 3 clusters Score -1.652696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144090 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -16526953.000000 Penalty: 3867.240479
	Iteration 137Q: 3 clusters Score -1.652695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -16526960.000000 Penalty: 3867.240479
	Iteration 138Q: 3 clusters Score -1.652696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -16526952.000000 Penalty: 3867.240479
	Iteration 139Q: 3 clusters Score -1.652695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -16526953.000000 Penalty: 3867.240479
	Iteration 140F: 3 clusters Score -1.652695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -16526945.000000 Penalty: 3867.240479
	Iteration 141Q: 3 clusters Score -1.652694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144124 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -16526948.000000 Penalty: 3867.240479
	Iteration 142Q: 3 clusters Score -1.652695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -16526954.000000 Penalty: 3867.240479
	Iteration 143Q: 3 clusters Score -1.652695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16526961.000000 Penalty: 3867.240479
	Iteration 144Q: 3 clusters Score -1.652696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144145 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -16526945.000000 Penalty: 3867.240479
	Iteration 145Q: 3 clusters Score -1.652694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16526954.000000 Penalty: 3867.240479
	Iteration 146Q: 3 clusters Score -1.652695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16526961.000000 Penalty: 3867.240479
	Iteration 147Q: 3 clusters Score -1.652696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144163 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -16526957.000000 Penalty: 3867.240479
	Iteration 148Q: 3 clusters Score -1.652696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -16526959.000000 Penalty: 3867.240479
	Iteration 149Q: 3 clusters Score -1.652696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -16526960.000000 Penalty: 3867.240479
	Iteration 150Q: 3 clusters Score -1.652696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -16526961.000000 Penalty: 3867.240479
	Iteration 151Q: 3 clusters Score -1.652696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144179 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -16526966.000000 Penalty: 3867.240479
	Iteration 152Q: 3 clusters Score -1.652697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -16526978.000000 Penalty: 3867.240479
	Iteration 153Q: 3 clusters Score -1.652698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -16526963.000000 Penalty: 3867.240479
	Iteration 154Q: 3 clusters Score -1.652696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16526953.000000 Penalty: 3867.240479
	Iteration 155Q: 3 clusters Score -1.652695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -16526967.000000 Penalty: 3867.240479
	Iteration 156Q: 3 clusters Score -1.652697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16526965.000000 Penalty: 3867.240479
	Iteration 157Q: 3 clusters Score -1.652696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -16526968.000000 Penalty: 3867.240479
	Iteration 158Q: 3 clusters Score -1.652697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -16526974.000000 Penalty: 3867.240479
	Iteration 159Q: 3 clusters Score -1.652697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -16526975.000000 Penalty: 3867.240479
	Iteration 160F: 3 clusters Score -1.652698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -16526976.000000 Penalty: 3867.240479
	Iteration 161Q: 3 clusters Score -1.652698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16526975.000000 Penalty: 3867.240479
	Iteration 162Q: 3 clusters Score -1.652698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16526981.000000 Penalty: 3867.240479
	Iteration 163Q: 3 clusters Score -1.652698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -16526994.000000 Penalty: 3867.240479
	Iteration 164Q: 3 clusters Score -1.652699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -16526996.000000 Penalty: 3867.240479
	Iteration 165Q: 3 clusters Score -1.6527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -16526995.000000 Penalty: 3867.240479
	Iteration 166Q: 3 clusters Score -1.6527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144206 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -16526990.000000 Penalty: 3867.240479
	Iteration 167Q: 3 clusters Score -1.652699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -16527000.000000 Penalty: 3867.240479
	Iteration 168Q: 3 clusters Score -1.6527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -16526999.000000 Penalty: 3867.240479
	Iteration 169Q: 3 clusters Score -1.6527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -16527006.000000 Penalty: 3867.240479
	Iteration 170Q: 3 clusters Score -1.652701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -16526999.000000 Penalty: 3867.240479
	Iteration 171Q: 3 clusters Score -1.6527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -16526997.000000 Penalty: 3867.240479
	Iteration 172Q: 3 clusters Score -1.6527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -16526990.000000 Penalty: 3867.240479
	Iteration 173Q: 3 clusters Score -1.652699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -16526996.000000 Penalty: 3867.240479
	Iteration 174Q: 3 clusters Score -1.6527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -16526996.000000 Penalty: 3867.240479
	Iteration 175Q: 3 clusters Score -1.6527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144236 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -16527002.000000 Penalty: 3867.240479
	Iteration 176Q: 3 clusters Score -1.6527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -16527010.000000 Penalty: 3867.240479
	Iteration 177Q: 3 clusters Score -1.652701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144243 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16527016.000000 Penalty: 3867.240479
	Iteration 178Q: 3 clusters Score -1.652702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -16527016.000000 Penalty: 3867.240479
	Iteration 179Q: 3 clusters Score -1.652702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144249 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16527010.000000 Penalty: 3867.240479
	Iteration 180F: 3 clusters Score -1.652701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -16527002.000000 Penalty: 3867.240479
	Iteration 181Q: 3 clusters Score -1.6527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -16527013.000000 Penalty: 3867.240479
	Iteration 182Q: 3 clusters Score -1.652701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -16527007.000000 Penalty: 3867.240479
	Iteration 183Q: 3 clusters Score -1.652701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -16527010.000000 Penalty: 3867.240479
	Iteration 184Q: 3 clusters Score -1.652701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16527015.000000 Penalty: 3867.240479
	Iteration 185Q: 3 clusters Score -1.652702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -16527015.000000 Penalty: 3867.240479
	Iteration 186F: 3 clusters Score -1.652702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Entering Unmasked Estep 
Score: -6349451.500000 Penalty: 1776.001831
	Iteration 0F: 2 clusters Score -6349452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6312272.500000 Penalty: 3552.003662
	Iteration 0F: 3 clusters Score -6312272 nChanged 26235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -6327376.500000 Penalty: 3552.003662
	Iteration 1F: 3 clusters Score -6327376 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6327779.000000 Penalty: 3552.003662
	Iteration 2Q: 3 clusters Score -6327779 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6328277.000000 Penalty: 3552.003662
	Iteration 3Q: 3 clusters Score -6328277 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6328886.500000 Penalty: 3552.003662
	Iteration 4Q: 3 clusters Score -6328886 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6329641.500000 Penalty: 3552.003662
	Iteration 5Q: 3 clusters Score -6329642 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6330773.000000 Penalty: 3552.003662
	Iteration 6Q: 3 clusters Score -6330773 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6332683.500000 Penalty: 3552.003662
	Iteration 7F: 3 clusters Score -6332684 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -6335442.000000 Penalty: 3552.003662
	Iteration 8F: 3 clusters Score -6335442 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -6338415.500000 Penalty: 3552.003662
	Iteration 9F: 3 clusters Score -6338416 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -6340544.000000 Penalty: 3552.003662
	Iteration 10F: 3 clusters Score -6340544 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -6341673.000000 Penalty: 3552.003662
	Iteration 11Q: 3 clusters Score -6341673 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6342321.000000 Penalty: 3552.003662
	Iteration 12Q: 3 clusters Score -6342321 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -6342784.500000 Penalty: 3552.003662
	Iteration 13Q: 3 clusters Score -6342784 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -6343259.000000 Penalty: 3552.003662
	Iteration 14Q: 3 clusters Score -6343259 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6343681.000000 Penalty: 3552.003662
	Iteration 15Q: 3 clusters Score -6343681 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -6344065.000000 Penalty: 3552.003662
	Iteration 16Q: 3 clusters Score -6344065 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6344388.000000 Penalty: 3552.003662
	Iteration 17Q: 3 clusters Score -6344388 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6344721.000000 Penalty: 3552.003662
	Iteration 18Q: 3 clusters Score -6344721 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -6345032.500000 Penalty: 3552.003662
	Iteration 19Q: 3 clusters Score -6345032 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6345308.000000 Penalty: 3552.003662
	Iteration 20F: 3 clusters Score -6345308 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -6345542.000000 Penalty: 3552.003662
	Iteration 21Q: 3 clusters Score -6345542 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -6345770.500000 Penalty: 3552.003662
	Iteration 22Q: 3 clusters Score -6345770 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6345943.500000 Penalty: 3552.003662
	Iteration 23Q: 3 clusters Score -6345944 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -6346149.500000 Penalty: 3552.003662
	Iteration 24Q: 3 clusters Score -6346150 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -6346343.000000 Penalty: 3552.003662
	Iteration 25Q: 3 clusters Score -6346343 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -6346524.000000 Penalty: 3552.003662
	Iteration 26Q: 3 clusters Score -6346524 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -6346651.000000 Penalty: 3552.003662
	Iteration 27Q: 3 clusters Score -6346651 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6346769.500000 Penalty: 3552.003662
	Iteration 28Q: 3 clusters Score -6346770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6346853.000000 Penalty: 3552.003662
	Iteration 29Q: 3 clusters Score -6346853 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6346996.500000 Penalty: 3552.003662
	Iteration 30Q: 3 clusters Score -6346996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6347113.500000 Penalty: 3552.003662
	Iteration 31Q: 3 clusters Score -6347114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6347192.000000 Penalty: 3552.003662
	Iteration 32Q: 3 clusters Score -6347192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6347284.500000 Penalty: 3552.003662
	Iteration 33Q: 3 clusters Score -6347284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6347360.000000 Penalty: 3552.003662
	Iteration 34Q: 3 clusters Score -6347360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6347404.000000 Penalty: 3552.003662
	Iteration 35Q: 3 clusters Score -6347404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6347457.500000 Penalty: 3552.003662
	Iteration 36Q: 3 clusters Score -6347458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6347497.000000 Penalty: 3552.003662
	Iteration 37Q: 3 clusters Score -6347497 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6347551.000000 Penalty: 3552.003662
	Iteration 38Q: 3 clusters Score -6347551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6347596.500000 Penalty: 3552.003662
	Iteration 39Q: 3 clusters Score -6347596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6347624.500000 Penalty: 3552.003662
	Iteration 40F: 3 clusters Score -6347624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6347672.000000 Penalty: 3552.003662
	Iteration 41Q: 3 clusters Score -6347672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6347679.000000 Penalty: 3552.003662
	Iteration 42Q: 3 clusters Score -6347679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6347704.000000 Penalty: 3552.003662
	Iteration 43Q: 3 clusters Score -6347704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6347730.500000 Penalty: 3552.003662
	Iteration 44Q: 3 clusters Score -6347730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6347747.500000 Penalty: 3552.003662
	Iteration 45Q: 3 clusters Score -6347748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6347765.500000 Penalty: 3552.003662
	Iteration 46Q: 3 clusters Score -6347766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6347770.500000 Penalty: 3552.003662
	Iteration 47Q: 3 clusters Score -6347770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6347785.500000 Penalty: 3552.003662
	Iteration 48Q: 3 clusters Score -6347786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6347793.500000 Penalty: 3552.003662
	Iteration 49Q: 3 clusters Score -6347794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6347804.500000 Penalty: 3552.003662
	Iteration 50Q: 3 clusters Score -6347804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6347813.500000 Penalty: 3552.003662
	Iteration 51Q: 3 clusters Score -6347814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6347818.000000 Penalty: 3552.003662
	Iteration 52Q: 3 clusters Score -6347818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6347839.500000 Penalty: 3552.003662
	Iteration 53Q: 3 clusters Score -6347840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6347857.500000 Penalty: 3552.003662
	Iteration 54Q: 3 clusters Score -6347858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6347858.000000 Penalty: 3552.003662
	Iteration 55Q: 3 clusters Score -6347858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6347868.000000 Penalty: 3552.003662
	Iteration 56Q: 3 clusters Score -6347868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6347892.000000 Penalty: 3552.003662
	Iteration 57Q: 3 clusters Score -6347892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6347896.000000 Penalty: 3552.003662
	Iteration 58Q: 3 clusters Score -6347896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6347897.000000 Penalty: 3552.003662
	Iteration 59Q: 3 clusters Score -6347897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6347893.000000 Penalty: 3552.003662
	Iteration 60F: 3 clusters Score -6347893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6347894.000000 Penalty: 3552.003662
	Iteration 61Q: 3 clusters Score -6347894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6347907.000000 Penalty: 3552.003662
	Iteration 62Q: 3 clusters Score -6347907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6347905.500000 Penalty: 3552.003662
	Iteration 63Q: 3 clusters Score -6347906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6347912.000000 Penalty: 3552.003662
	Iteration 64Q: 3 clusters Score -6347912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6347913.500000 Penalty: 3552.003662
	Iteration 65Q: 3 clusters Score -6347914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6347914.000000 Penalty: 3552.003662
	Iteration 66Q: 3 clusters Score -6347914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6347916.000000 Penalty: 3552.003662
	Iteration 67Q: 3 clusters Score -6347916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6347908.500000 Penalty: 3552.003662
	Iteration 68Q: 3 clusters Score -6347908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6347909.500000 Penalty: 3552.003662
	Iteration 69Q: 3 clusters Score -6347910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6347916.000000 Penalty: 3552.003662
	Iteration 70Q: 3 clusters Score -6347916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6347917.500000 Penalty: 3552.003662
	Iteration 71Q: 3 clusters Score -6347918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6347918.000000 Penalty: 3552.003662
	Iteration 72Q: 3 clusters Score -6347918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6347915.000000 Penalty: 3552.003662
	Iteration 73Q: 3 clusters Score -6347915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6347913.000000 Penalty: 3552.003662
	Iteration 74Q: 3 clusters Score -6347913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6347912.500000 Penalty: 3552.003662
	Iteration 75Q: 3 clusters Score -6347912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6347913.000000 Penalty: 3552.003662
	Iteration 76Q: 3 clusters Score -6347913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6347911.500000 Penalty: 3552.003662
	Iteration 77Q: 3 clusters Score -6347912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6347915.500000 Penalty: 3552.003662
	Iteration 78Q: 3 clusters Score -6347916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6347913.000000 Penalty: 3552.003662
	Iteration 79Q: 3 clusters Score -6347913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6347915.500000 Penalty: 3552.003662
	Iteration 80F: 3 clusters Score -6347916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6347918.500000 Penalty: 3552.003662
	Iteration 81Q: 3 clusters Score -6347918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6347918.000000 Penalty: 3552.003662
	Iteration 82Q: 3 clusters Score -6347918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6347918.000000 Penalty: 3552.003662
	Iteration 83F: 3 clusters Score -6347918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -190197.609375 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -190197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188261.734375 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -188261.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188627.890625 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -188627.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188725.125000 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -188725.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188778.765625 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -188778.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188817.625000 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -188817.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188867.078125 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -188867.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188923.906250 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -188923.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188970.843750 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -188970.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189006.359375 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -189006.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189046.500000 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -189046.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189084.921875 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -189084.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -189123.812500 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -189123.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -189164.390625 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -189164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -189192.671875 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -189192.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -189226.359375 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -189226.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -189273.062500 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -189273.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189317.828125 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -189317.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189353.734375 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -189353.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189384.890625 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -189384.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189416.828125 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -189416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189460.796875 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -189460.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -189499.937500 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -189499.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -189522.531250 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -189522.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189539.734375 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -189539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189552.859375 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -189552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189565.109375 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -189565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -189567.671875 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -189567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -189569.093750 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -189569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -189570.140625 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -189570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -189571.796875 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -189571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -189573.203125 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -189573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -189573.546875 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -189573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -189573.546875 Penalty: 2429.300781
	Iteration 32F: 3 clusters Score -189573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -194056.093750 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -194056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -192128.000000 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -192128 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -192559.890625 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -192559.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192655.125000 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -192655.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192708.296875 Penalty: 2437.492432
	Iteration 3Q: 3 clusters Score -192708.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -192755.765625 Penalty: 2437.492432
	Iteration 4Q: 3 clusters Score -192755.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192800.093750 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -192800.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192839.812500 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -192839.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192866.921875 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -192866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192897.171875 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -192897.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -192928.156250 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -192928.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192970.468750 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -192970.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193003.156250 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -193003.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193035.843750 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -193035.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -193065.609375 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -193065.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -193083.250000 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -193083.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -193101.640625 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -193101.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -193116.953125 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -193117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -193128.265625 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -193128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -193135.546875 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -193135.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -193141.468750 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -193141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -193148.156250 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -193148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -193158.796875 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -193158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193170.515625 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -193170.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -193180.906250 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -193180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -193193.718750 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -193193.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -193211.296875 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -193211.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -193234.546875 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -193234.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -193261.921875 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -193261.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -193293.328125 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -193293.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -193323.218750 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -193323.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -193349.593750 Penalty: 2437.492432
	Iteration 30Q: 3 clusters Score -193349.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193375.812500 Penalty: 2437.492432
	Iteration 31Q: 3 clusters Score -193375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193401.390625 Penalty: 2437.492432
	Iteration 32Q: 3 clusters Score -193401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -193429.484375 Penalty: 2437.492432
	Iteration 33Q: 3 clusters Score -193429.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -193459.593750 Penalty: 2437.492432
	Iteration 34Q: 3 clusters Score -193459.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -193487.781250 Penalty: 2437.492432
	Iteration 35Q: 3 clusters Score -193487.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -193511.937500 Penalty: 2437.492432
	Iteration 36Q: 3 clusters Score -193511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -193524.625000 Penalty: 2437.492432
	Iteration 37Q: 3 clusters Score -193524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -193534.171875 Penalty: 2437.492432
	Iteration 38Q: 3 clusters Score -193534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -193536.734375 Penalty: 2437.492432
	Iteration 39Q: 3 clusters Score -193536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -193537.234375 Penalty: 2437.492432
	Iteration 40F: 3 clusters Score -193537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -514689.750000 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -514689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -510953.937500 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -510953.9 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -511979.156250 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -511979.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -512117.125000 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -512117.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -512225.125000 Penalty: 2742.398926
	Iteration 3Q: 3 clusters Score -512225.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -512304.406250 Penalty: 2742.398926
	Iteration 4Q: 3 clusters Score -512304.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -512367.281250 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -512367.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -512439.468750 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -512439.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -512524.187500 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -512524.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -512635.156250 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -512635.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -512776.750000 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -512776.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -512932.437500 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -512932.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -513117.593750 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -513117.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -513294.562500 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -513294.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -513438.593750 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -513438.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -513522.218750 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -513522.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -513569.250000 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -513569.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513595.718750 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -513595.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -513608.031250 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -513608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513613.062500 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -513613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513615.125000 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -513615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -513616.687500 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -513616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -513619.218750 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -513619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513621.593750 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -513621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -513622.968750 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -513623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513624.781250 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -513624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513625.218750 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -513625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513625.125000 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -513625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -513627.750000 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -513627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -513628.031250 Penalty: 2742.398926
	Iteration 28Q: 3 clusters Score -513628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513628.937500 Penalty: 2742.398926
	Iteration 29Q: 3 clusters Score -513628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -513629.281250 Penalty: 2742.398926
	Iteration 30Q: 3 clusters Score -513629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -513629.812500 Penalty: 2742.398926
	Iteration 31Q: 3 clusters Score -513629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513630.468750 Penalty: 2742.398926
	Iteration 32Q: 3 clusters Score -513630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -513632.468750 Penalty: 2742.398926
	Iteration 33Q: 3 clusters Score -513632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -513633.562500 Penalty: 2742.398926
	Iteration 34Q: 3 clusters Score -513633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513634.593750 Penalty: 2742.398926
	Iteration 35Q: 3 clusters Score -513634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -513636.500000 Penalty: 2742.398926
	Iteration 36Q: 3 clusters Score -513636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513638.531250 Penalty: 2742.398926
	Iteration 37Q: 3 clusters Score -513638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -513639.968750 Penalty: 2742.398926
	Iteration 38Q: 3 clusters Score -513640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -513640.593750 Penalty: 2742.398926
	Iteration 39Q: 3 clusters Score -513640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -513641.656250 Penalty: 2742.398926
	Iteration 40F: 3 clusters Score -513641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -513641.718750 Penalty: 2742.398926
	Iteration 41Q: 3 clusters Score -513641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -513643.000000 Penalty: 2742.398926
	Iteration 42Q: 3 clusters Score -513643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -513643.437500 Penalty: 2742.398926
	Iteration 43Q: 3 clusters Score -513643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -513643.437500 Penalty: 2742.398926
	Iteration 44F: 3 clusters Score -513643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Entering Unmasked Estep 
Score: -2763230.500000 Penalty: 1646.969116
	Iteration 0F: 2 clusters Score -2763230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2746258.500000 Penalty: 3293.938232
	Iteration 0F: 3 clusters Score -2746258 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2752459.000000 Penalty: 3293.938232
	Iteration 1F: 3 clusters Score -2752459 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2752809.250000 Penalty: 3293.938232
	Iteration 2Q: 3 clusters Score -2752809 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2753158.500000 Penalty: 3293.938232
	Iteration 3Q: 3 clusters Score -2753158 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2753572.000000 Penalty: 3293.938232
	Iteration 4Q: 3 clusters Score -2753572 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2754111.000000 Penalty: 3293.938232
	Iteration 5Q: 3 clusters Score -2754111 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2754763.250000 Penalty: 3293.938232
	Iteration 6Q: 3 clusters Score -2754763 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2755595.250000 Penalty: 3293.938232
	Iteration 7F: 3 clusters Score -2755595 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2756530.000000 Penalty: 3293.938232
	Iteration 8F: 3 clusters Score -2756530 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2757456.750000 Penalty: 3293.938232
	Iteration 9F: 3 clusters Score -2757457 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2758157.500000 Penalty: 3293.938232
	Iteration 10Q: 3 clusters Score -2758158 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2758746.000000 Penalty: 3293.938232
	Iteration 11Q: 3 clusters Score -2758746 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2759167.750000 Penalty: 3293.938232
	Iteration 12Q: 3 clusters Score -2759168 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2759482.500000 Penalty: 3293.938232
	Iteration 13Q: 3 clusters Score -2759482 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2759738.500000 Penalty: 3293.938232
	Iteration 14Q: 3 clusters Score -2759738 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2759977.500000 Penalty: 3293.938232
	Iteration 15Q: 3 clusters Score -2759978 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2760200.000000 Penalty: 3293.938232
	Iteration 16Q: 3 clusters Score -2760200 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2760406.250000 Penalty: 3293.938232
	Iteration 17Q: 3 clusters Score -2760406 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2760591.500000 Penalty: 3293.938232
	Iteration 18Q: 3 clusters Score -2760592 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2760765.000000 Penalty: 3293.938232
	Iteration 19Q: 3 clusters Score -2760765 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2760932.250000 Penalty: 3293.938232
	Iteration 20F: 3 clusters Score -2760932 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2761087.250000 Penalty: 3293.938232
	Iteration 21Q: 3 clusters Score -2761087 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2761179.250000 Penalty: 3293.938232
	Iteration 22Q: 3 clusters Score -2761179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2761258.000000 Penalty: 3293.938232
	Iteration 23Q: 3 clusters Score -2761258 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2761327.000000 Penalty: 3293.938232
	Iteration 24Q: 3 clusters Score -2761327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2761399.250000 Penalty: 3293.938232
	Iteration 25Q: 3 clusters Score -2761399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2761453.000000 Penalty: 3293.938232
	Iteration 26Q: 3 clusters Score -2761453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2761494.500000 Penalty: 3293.938232
	Iteration 27Q: 3 clusters Score -2761494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2761528.750000 Penalty: 3293.938232
	Iteration 28Q: 3 clusters Score -2761529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2761569.750000 Penalty: 3293.938232
	Iteration 29Q: 3 clusters Score -2761570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2761596.250000 Penalty: 3293.938232
	Iteration 30Q: 3 clusters Score -2761596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2761619.500000 Penalty: 3293.938232
	Iteration 31Q: 3 clusters Score -2761620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2761642.500000 Penalty: 3293.938232
	Iteration 32Q: 3 clusters Score -2761642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2761663.500000 Penalty: 3293.938232
	Iteration 33Q: 3 clusters Score -2761664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2761681.750000 Penalty: 3293.938232
	Iteration 34Q: 3 clusters Score -2761682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2761702.750000 Penalty: 3293.938232
	Iteration 35Q: 3 clusters Score -2761703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -2761711.000000 Penalty: 3293.938232
	Iteration 36Q: 3 clusters Score -2761711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2761722.000000 Penalty: 3293.938232
	Iteration 37Q: 3 clusters Score -2761722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2761731.750000 Penalty: 3293.938232
	Iteration 38Q: 3 clusters Score -2761732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2761736.000000 Penalty: 3293.938232
	Iteration 39Q: 3 clusters Score -2761736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2761749.750000 Penalty: 3293.938232
	Iteration 40F: 3 clusters Score -2761750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2761763.750000 Penalty: 3293.938232
	Iteration 41Q: 3 clusters Score -2761764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2761774.250000 Penalty: 3293.938232
	Iteration 42Q: 3 clusters Score -2761774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2761783.000000 Penalty: 3293.938232
	Iteration 43Q: 3 clusters Score -2761783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2761784.750000 Penalty: 3293.938232
	Iteration 44Q: 3 clusters Score -2761785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2761787.750000 Penalty: 3293.938232
	Iteration 45Q: 3 clusters Score -2761788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2761793.750000 Penalty: 3293.938232
	Iteration 46Q: 3 clusters Score -2761794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2761792.000000 Penalty: 3293.938232
	Iteration 47Q: 3 clusters Score -2761792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2761794.250000 Penalty: 3293.938232
	Iteration 48Q: 3 clusters Score -2761794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2761797.500000 Penalty: 3293.938232
	Iteration 49Q: 3 clusters Score -2761798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2761797.250000 Penalty: 3293.938232
	Iteration 50Q: 3 clusters Score -2761797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2761796.000000 Penalty: 3293.938232
	Iteration 51Q: 3 clusters Score -2761796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2761796.250000 Penalty: 3293.938232
	Iteration 52Q: 3 clusters Score -2761796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2761806.250000 Penalty: 3293.938232
	Iteration 53Q: 3 clusters Score -2761806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2761808.500000 Penalty: 3293.938232
	Iteration 54Q: 3 clusters Score -2761808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2761815.750000 Penalty: 3293.938232
	Iteration 55Q: 3 clusters Score -2761816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2761822.500000 Penalty: 3293.938232
	Iteration 56Q: 3 clusters Score -2761822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -2761823.500000 Penalty: 3293.938232
	Iteration 57Q: 3 clusters Score -2761824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2761823.000000 Penalty: 3293.938232
	Iteration 58Q: 3 clusters Score -2761823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2761831.500000 Penalty: 3293.938232
	Iteration 59Q: 3 clusters Score -2761832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2761831.250000 Penalty: 3293.938232
	Iteration 60F: 3 clusters Score -2761831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2761828.250000 Penalty: 3293.938232
	Iteration 61Q: 3 clusters Score -2761828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2761829.250000 Penalty: 3293.938232
	Iteration 62Q: 3 clusters Score -2761829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2761830.750000 Penalty: 3293.938232
	Iteration 63Q: 3 clusters Score -2761831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2761834.500000 Penalty: 3293.938232
	Iteration 64Q: 3 clusters Score -2761834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2761834.500000 Penalty: 3293.938232
	Iteration 65F: 3 clusters Score -2761834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Entering Unmasked Estep 
Score: -9673648.000000 Penalty: 1847.343872
	Iteration 0F: 2 clusters Score -9673648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -9615777.000000 Penalty: 3694.687744
	Iteration 0F: 3 clusters Score -9615777 nChanged 41260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -9639348.000000 Penalty: 3694.687744
	Iteration 1F: 3 clusters Score -9639348 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -9639995.000000 Penalty: 3694.687744
	Iteration 2Q: 3 clusters Score -9639995 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -9640763.000000 Penalty: 3694.687744
	Iteration 3Q: 3 clusters Score -9640763 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -9641780.000000 Penalty: 3694.687744
	Iteration 4Q: 3 clusters Score -9641780 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9643467.000000 Penalty: 3694.687744
	Iteration 5Q: 3 clusters Score -9643467 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -9646132.000000 Penalty: 3694.687744
	Iteration 6F: 3 clusters Score -9646132 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -9650455.000000 Penalty: 3694.687744
	Iteration 7F: 3 clusters Score -9650455 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9655529.000000 Penalty: 3694.687744
	Iteration 8F: 3 clusters Score -9655529 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -9660164.000000 Penalty: 3694.687744
	Iteration 9F: 3 clusters Score -9660164 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -9663272.000000 Penalty: 3694.687744
	Iteration 10Q: 3 clusters Score -9663272 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -9665055.000000 Penalty: 3694.687744
	Iteration 11Q: 3 clusters Score -9665055 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -9666310.000000 Penalty: 3694.687744
	Iteration 12Q: 3 clusters Score -9666310 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9667276.000000 Penalty: 3694.687744
	Iteration 13Q: 3 clusters Score -9667276 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9669001 nChanged 929
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9669552 nChanged 779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9670010 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9670354 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9670595 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9670743 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9670837 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9670924 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9671032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9671123 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9671184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9671245 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9671286 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9671300 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9671321 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9671374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9671422.000000 Penalty: 3694.687744
	Iteration 31Q: 3 clusters Score -9671422 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9671427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9671462.000000 Penalty: 3694.687744
	Iteration 33Q: 3 clusters Score -9671462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9671496.000000 Penalty: 3694.687744
	Iteration 34Q: 3 clusters Score -9671496 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9671534.000000 Penalty: 3694.687744
	Iteration 35Q: 3 clusters Score -9671534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9671581 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9671598.000000 Penalty: 3694.687744
	Iteration 37Q: 3 clusters Score -9671598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -9671652.000000 Penalty: 3694.687744
	Iteration 38Q: 3 clusters Score -9671652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9671694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9671719.000000 Penalty: 3694.687744
	Iteration 40F: 3 clusters Score -9671719 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9671744 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9671782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9671804.000000 Penalty: 3694.687744
	Iteration 43Q: 3 clusters Score -9671804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9671797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9671818.000000 Penalty: 3694.687744
	Iteration 45Q: 3 clusters Score -9671818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9671837.000000 Penalty: 3694.687744
	Iteration 46Q: 3 clusters Score -9671837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9671857.000000 Penalty: 3694.687744
	Iteration 47Q: 3 clusters Score -9671857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9671849.000000 Penalty: 3694.687744
	Iteration 48Q: 3 clusters Score -9671849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9671849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9671864.000000 Penalty: 3694.687744
	Iteration 50Q: 3 clusters Score -9671864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9671866.000000 Penalty: 3694.687744
	Iteration 51Q: 3 clusters Score -9671866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9671872.000000 Penalty: 3694.687744
	Iteration 52Q: 3 clusters Score -9671872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9671873.000000 Penalty: 3694.687744
	Iteration 53Q: 3 clusters Score -9671873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9671895.000000 Penalty: 3694.687744
	Iteration 54Q: 3 clusters Score -9671895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9671897.000000 Penalty: 3694.687744
	Iteration 55Q: 3 clusters Score -9671897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9671885.000000 Penalty: 3694.687744
	Iteration 56Q: 3 clusters Score -9671885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9671901.000000 Penalty: 3694.687744
	Iteration 57Q: 3 clusters Score -9671901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9671902.000000 Penalty: 3694.687744
	Iteration 58Q: 3 clusters Score -9671902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9671905.000000 Penalty: 3694.687744
	Iteration 59Q: 3 clusters Score -9671905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9671910.000000 Penalty: 3694.687744
	Iteration 60F: 3 clusters Score -9671910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9671919.000000 Penalty: 3694.687744
	Iteration 61Q: 3 clusters Score -9671919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9671913.000000 Penalty: 3694.687744
	Iteration 62Q: 3 clusters Score -9671913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9671921.000000 Penalty: 3694.687744
	Iteration 63Q: 3 clusters Score -9671921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9671899.000000 Penalty: 3694.687744
	Iteration 64Q: 3 clusters Score -9671899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9671907.000000 Penalty: 3694.687744
	Iteration 65Q: 3 clusters Score -9671907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9671906.000000 Penalty: 3694.687744
	Iteration 66Q: 3 clusters Score -9671906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9671905.000000 Penalty: 3694.687744
	Iteration 67Q: 3 clusters Score -9671905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9671901.000000 Penalty: 3694.687744
	Iteration 68Q: 3 clusters Score -9671901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9671909.000000 Penalty: 3694.687744
	Iteration 69Q: 3 clusters Score -9671909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9671936.000000 Penalty: 3694.687744
	Iteration 70Q: 3 clusters Score -9671936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9671949.000000 Penalty: 3694.687744
	Iteration 71Q: 3 clusters Score -9671949 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9671954.000000 Penalty: 3694.687744
	Iteration 72Q: 3 clusters Score -9671954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9671961.000000 Penalty: 3694.687744
	Iteration 73Q: 3 clusters Score -9671961 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9671967.000000 Penalty: 3694.687744
	Iteration 74Q: 3 clusters Score -9671967 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9671962.000000 Penalty: 3694.687744
	Iteration 75Q: 3 clusters Score -9671962 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9671981.000000 Penalty: 3694.687744
	Iteration 76Q: 3 clusters Score -9671981 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9671982.000000 Penalty: 3694.687744
	Iteration 77Q: 3 clusters Score -9671982 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9671992.000000 Penalty: 3694.687744
	Iteration 78Q: 3 clusters Score -9671992 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9671986.000000 Penalty: 3694.687744
	Iteration 79Q: 3 clusters Score -9671986 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9671987.000000 Penalty: 3694.687744
	Iteration 80F: 3 clusters Score -9671987 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9671986 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9671987 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9671986 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9671979.000000 Penalty: 3694.687744
	Iteration 84Q: 3 clusters Score -9671979 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9671976.000000 Penalty: 3694.687744
	Iteration 85Q: 3 clusters Score -9671976 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9671982 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9671992 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9671995 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9672003 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9671993 nChanged 15
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Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9671982 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9671991 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9671994 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9671995 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9671994 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9671996 nChanged 8
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Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9671995 nChanged 7
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Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9671997 nChanged 7
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Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9672000 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9672002 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9672003 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9671999 nChanged 6
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Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9672014.000000 Penalty: 3694.687744
	Iteration 103Q: 3 clusters Score -9672014 nChanged 3
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Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9671998 nChanged 7
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Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9672000 nChanged 3
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Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9672003 nChanged 4
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Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9672012 nChanged 5
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Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9672013.000000 Penalty: 3694.687744
	Iteration 108Q: 3 clusters Score -9672013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9672018.000000 Penalty: 3694.687744
	Iteration 109Q: 3 clusters Score -9672018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9672014.000000 Penalty: 3694.687744
	Iteration 110Q: 3 clusters Score -9672014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9672018.000000 Penalty: 3694.687744
	Iteration 111Q: 3 clusters Score -9672018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9672022.000000 Penalty: 3694.687744
	Iteration 112Q: 3 clusters Score -9672022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9672020.000000 Penalty: 3694.687744
	Iteration 113Q: 3 clusters Score -9672020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9672021.000000 Penalty: 3694.687744
	Iteration 114Q: 3 clusters Score -9672021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9672021.000000 Penalty: 3694.687744
	Iteration 115F: 3 clusters Score -9672021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Entering Unmasked Estep 
Score: -1372885.125000 Penalty: 1526.483521
	Iteration 0F: 2 clusters Score -1372885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1364507.125000 Penalty: 3052.967041
	Iteration 0F: 3 clusters Score -1364507 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1367469.500000 Penalty: 3052.967041
	Iteration 1F: 3 clusters Score -1367470 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1367841.625000 Penalty: 3052.967041
	Iteration 2F: 3 clusters Score -1367842 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1368174.375000 Penalty: 3052.967041
	Iteration 3F: 3 clusters Score -1368174 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1368491.750000 Penalty: 3052.967041
	Iteration 4Q: 3 clusters Score -1368492 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1368798.375000 Penalty: 3052.967041
	Iteration 5Q: 3 clusters Score -1368798 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1369089.375000 Penalty: 3052.967041
	Iteration 6Q: 3 clusters Score -1369089 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1369412.875000 Penalty: 3052.967041
	Iteration 7Q: 3 clusters Score -1369413 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1369761.375000 Penalty: 3052.967041
	Iteration 8Q: 3 clusters Score -1369761 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1370100.250000 Penalty: 3052.967041
	Iteration 9Q: 3 clusters Score -1370100 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1370359.625000 Penalty: 3052.967041
	Iteration 10Q: 3 clusters Score -1370360 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1370500.375000 Penalty: 3052.967041
	Iteration 11Q: 3 clusters Score -1370500 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1370580.250000 Penalty: 3052.967041
	Iteration 12Q: 3 clusters Score -1370580 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1370626.375000 Penalty: 3052.967041
	Iteration 13Q: 3 clusters Score -1370626 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1370664.750000 Penalty: 3052.967041
	Iteration 14Q: 3 clusters Score -1370665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1370688.000000 Penalty: 3052.967041
	Iteration 15Q: 3 clusters Score -1370688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1370710.875000 Penalty: 3052.967041
	Iteration 16Q: 3 clusters Score -1370711 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1370734.125000 Penalty: 3052.967041
	Iteration 17Q: 3 clusters Score -1370734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1370758.750000 Penalty: 3052.967041
	Iteration 18Q: 3 clusters Score -1370759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1370771.625000 Penalty: 3052.967041
	Iteration 19Q: 3 clusters Score -1370772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1370787.875000 Penalty: 3052.967041
	Iteration 20F: 3 clusters Score -1370788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1370800.000000 Penalty: 3052.967041
	Iteration 21Q: 3 clusters Score -1370800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1370804.750000 Penalty: 3052.967041
	Iteration 22Q: 3 clusters Score -1370805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1370816.250000 Penalty: 3052.967041
	Iteration 23Q: 3 clusters Score -1370816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1370823.875000 Penalty: 3052.967041
	Iteration 24Q: 3 clusters Score -1370824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1370833.250000 Penalty: 3052.967041
	Iteration 25Q: 3 clusters Score -1370833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1370846.875000 Penalty: 3052.967041
	Iteration 26Q: 3 clusters Score -1370847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1370854.250000 Penalty: 3052.967041
	Iteration 27Q: 3 clusters Score -1370854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1370863.875000 Penalty: 3052.967041
	Iteration 28Q: 3 clusters Score -1370864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1370874.500000 Penalty: 3052.967041
	Iteration 29Q: 3 clusters Score -1370874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1370886.625000 Penalty: 3052.967041
	Iteration 30Q: 3 clusters Score -1370887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1370903.625000 Penalty: 3052.967041
	Iteration 31Q: 3 clusters Score -1370904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1370922.125000 Penalty: 3052.967041
	Iteration 32Q: 3 clusters Score -1370922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1370939.750000 Penalty: 3052.967041
	Iteration 33Q: 3 clusters Score -1370940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1370958.125000 Penalty: 3052.967041
	Iteration 34Q: 3 clusters Score -1370958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1370983.625000 Penalty: 3052.967041
	Iteration 35Q: 3 clusters Score -1370984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1371000.500000 Penalty: 3052.967041
	Iteration 36Q: 3 clusters Score -1371000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1371018.125000 Penalty: 3052.967041
	Iteration 37Q: 3 clusters Score -1371018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1371040.375000 Penalty: 3052.967041
	Iteration 38Q: 3 clusters Score -1371040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1371053.375000 Penalty: 3052.967041
	Iteration 39Q: 3 clusters Score -1371053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1371081.750000 Penalty: 3052.967041
	Iteration 40F: 3 clusters Score -1371082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1371099.000000 Penalty: 3052.967041
	Iteration 41Q: 3 clusters Score -1371099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1371123.750000 Penalty: 3052.967041
	Iteration 42Q: 3 clusters Score -1371124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1371135.750000 Penalty: 3052.967041
	Iteration 43Q: 3 clusters Score -1371136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1371151.125000 Penalty: 3052.967041
	Iteration 44Q: 3 clusters Score -1371151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1371172.000000 Penalty: 3052.967041
	Iteration 45Q: 3 clusters Score -1371172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1371193.625000 Penalty: 3052.967041
	Iteration 46Q: 3 clusters Score -1371194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1371215.125000 Penalty: 3052.967041
	Iteration 47Q: 3 clusters Score -1371215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1371231.000000 Penalty: 3052.967041
	Iteration 48Q: 3 clusters Score -1371231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1371255.125000 Penalty: 3052.967041
	Iteration 49Q: 3 clusters Score -1371255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1371286.000000 Penalty: 3052.967041
	Iteration 50Q: 3 clusters Score -1371286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1371301.000000 Penalty: 3052.967041
	Iteration 51Q: 3 clusters Score -1371301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1371325.000000 Penalty: 3052.967041
	Iteration 52Q: 3 clusters Score -1371325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1371344.500000 Penalty: 3052.967041
	Iteration 53Q: 3 clusters Score -1371344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1371367.125000 Penalty: 3052.967041
	Iteration 54Q: 3 clusters Score -1371367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1371380.750000 Penalty: 3052.967041
	Iteration 55Q: 3 clusters Score -1371381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1371397.250000 Penalty: 3052.967041
	Iteration 56Q: 3 clusters Score -1371397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1371418.250000 Penalty: 3052.967041
	Iteration 57Q: 3 clusters Score -1371418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1371435.500000 Penalty: 3052.967041
	Iteration 58Q: 3 clusters Score -1371436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1371448.875000 Penalty: 3052.967041
	Iteration 59Q: 3 clusters Score -1371449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1371459.250000 Penalty: 3052.967041
	Iteration 60F: 3 clusters Score -1371459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1371474.125000 Penalty: 3052.967041
	Iteration 61Q: 3 clusters Score -1371474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1371481.000000 Penalty: 3052.967041
	Iteration 62Q: 3 clusters Score -1371481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1371490.750000 Penalty: 3052.967041
	Iteration 63Q: 3 clusters Score -1371491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1371499.250000 Penalty: 3052.967041
	Iteration 64Q: 3 clusters Score -1371499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1371508.750000 Penalty: 3052.967041
	Iteration 65Q: 3 clusters Score -1371509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1371519.375000 Penalty: 3052.967041
	Iteration 66Q: 3 clusters Score -1371519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1371530.250000 Penalty: 3052.967041
	Iteration 67Q: 3 clusters Score -1371530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1371535.750000 Penalty: 3052.967041
	Iteration 68Q: 3 clusters Score -1371536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1371544.750000 Penalty: 3052.967041
	Iteration 69Q: 3 clusters Score -1371545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1371554.375000 Penalty: 3052.967041
	Iteration 70Q: 3 clusters Score -1371554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1371565.625000 Penalty: 3052.967041
	Iteration 71Q: 3 clusters Score -1371566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1371576.875000 Penalty: 3052.967041
	Iteration 72Q: 3 clusters Score -1371577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1371588.500000 Penalty: 3052.967041
	Iteration 73Q: 3 clusters Score -1371588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1371599.875000 Penalty: 3052.967041
	Iteration 74Q: 3 clusters Score -1371600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1371609.750000 Penalty: 3052.967041
	Iteration 75Q: 3 clusters Score -1371610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1371625.750000 Penalty: 3052.967041
	Iteration 76Q: 3 clusters Score -1371626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1371628.625000 Penalty: 3052.967041
	Iteration 77Q: 3 clusters Score -1371629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1371636.750000 Penalty: 3052.967041
	Iteration 78Q: 3 clusters Score -1371637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1371643.875000 Penalty: 3052.967041
	Iteration 79Q: 3 clusters Score -1371644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1371652.375000 Penalty: 3052.967041
	Iteration 80F: 3 clusters Score -1371652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1371667.250000 Penalty: 3052.967041
	Iteration 81Q: 3 clusters Score -1371667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1371674.000000 Penalty: 3052.967041
	Iteration 82Q: 3 clusters Score -1371674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1371679.625000 Penalty: 3052.967041
	Iteration 83Q: 3 clusters Score -1371680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1371683.125000 Penalty: 3052.967041
	Iteration 84Q: 3 clusters Score -1371683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1371681.500000 Penalty: 3052.967041
	Iteration 85Q: 3 clusters Score -1371682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1371681.375000 Penalty: 3052.967041
	Iteration 86Q: 3 clusters Score -1371681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1371683.625000 Penalty: 3052.967041
	Iteration 87Q: 3 clusters Score -1371684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1371683.625000 Penalty: 3052.967041
	Iteration 88Q: 3 clusters Score -1371684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1371686.250000 Penalty: 3052.967041
	Iteration 89Q: 3 clusters Score -1371686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1371690.500000 Penalty: 3052.967041
	Iteration 90Q: 3 clusters Score -1371690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1371692.125000 Penalty: 3052.967041
	Iteration 91Q: 3 clusters Score -1371692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1371693.250000 Penalty: 3052.967041
	Iteration 92Q: 3 clusters Score -1371693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1371697.750000 Penalty: 3052.967041
	Iteration 93Q: 3 clusters Score -1371698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1371699.750000 Penalty: 3052.967041
	Iteration 94Q: 3 clusters Score -1371700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1371700.250000 Penalty: 3052.967041
	Iteration 95Q: 3 clusters Score -1371700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1371698.750000 Penalty: 3052.967041
	Iteration 96Q: 3 clusters Score -1371699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1371698.875000 Penalty: 3052.967041
	Iteration 97Q: 3 clusters Score -1371699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1371698.500000 Penalty: 3052.967041
	Iteration 98Q: 3 clusters Score -1371698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1371705.625000 Penalty: 3052.967041
	Iteration 99Q: 3 clusters Score -1371706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1371703.875000 Penalty: 3052.967041
	Iteration 100F: 3 clusters Score -1371704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1371705.250000 Penalty: 3052.967041
	Iteration 101Q: 3 clusters Score -1371705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1371703.500000 Penalty: 3052.967041
	Iteration 102Q: 3 clusters Score -1371704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1371703.500000 Penalty: 3052.967041
	Iteration 103F: 3 clusters Score -1371704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51217 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7118 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113354 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55784 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25215 members 
Mstep: Class 22 contains 86532 members 
Mstep: Class 23 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740436.000000 Penalty: 38844.917969
Iteration 159Q: 19 clusters Score -6.474044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51219 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 113353 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147144 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25221 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740412.000000 Penalty: 38844.917969
Iteration 160F: 19 clusters Score -6.474041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70037 members 
Mstep: Class 3 contains 51221 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7110 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 113353 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147144 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25226 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740528.000000 Penalty: 38844.917969
Iteration 161Q: 19 clusters Score -6.474053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70037 members 
Mstep: Class 3 contains 51221 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7104 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113353 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55784 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25234 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740576.000000 Penalty: 38844.917969
Iteration 162Q: 19 clusters Score -6.474058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51222 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 7101 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113355 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147140 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25238 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740600.000000 Penalty: 38844.917969
Iteration 163Q: 19 clusters Score -6.47406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70040 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113350 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147138 members 
Mstep: Class 12 contains 55783 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 19 contains 25249 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740572.000000 Penalty: 38844.917969
Iteration 164Q: 19 clusters Score -6.474057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70041 members 
Mstep: Class 3 contains 51225 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113352 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147138 members 
Mstep: Class 12 contains 55782 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 25254 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740536.000000 Penalty: 38844.917969
Iteration 165Q: 19 clusters Score -6.474054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51225 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113351 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147143 members 
Mstep: Class 12 contains 55778 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25255 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740504.000000 Penalty: 38844.917969
Iteration 166Q: 19 clusters Score -6.47405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113349 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147146 members 
Mstep: Class 12 contains 55777 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25258 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740484.000000 Penalty: 38844.917969
Iteration 167Q: 19 clusters Score -6.474048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51222 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113344 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55777 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25263 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 168Q: 19 clusters Score -6.474052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113340 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147150 members 
Mstep: Class 12 contains 55776 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740516.000000 Penalty: 38844.917969
Iteration 169Q: 19 clusters Score -6.474052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113342 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147150 members 
Mstep: Class 12 contains 55775 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25268 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 170Q: 19 clusters Score -6.474052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113344 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55773 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740548.000000 Penalty: 38844.917969
Iteration 171Q: 19 clusters Score -6.474055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7077 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113348 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55770 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740552.000000 Penalty: 38844.917969
Iteration 172Q: 19 clusters Score -6.474055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113350 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147146 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25277 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740568.000000 Penalty: 38844.917969
Iteration 173Q: 19 clusters Score -6.474057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51223 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7074 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113349 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55767 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25279 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740576.000000 Penalty: 38844.917969
Iteration 174Q: 19 clusters Score -6.474058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51226 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7072 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113351 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147145 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25280 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740560.000000 Penalty: 38844.917969
Iteration 175Q: 19 clusters Score -6.474056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113352 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147140 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25282 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740560.000000 Penalty: 38844.917969
Iteration 176Q: 19 clusters Score -6.474056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7069 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113352 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25283 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740548.000000 Penalty: 38844.917969
Iteration 177Q: 19 clusters Score -6.474055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7065 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113355 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147142 members 
Mstep: Class 12 contains 55765 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25284 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740532.000000 Penalty: 38844.917969
Iteration 178Q: 19 clusters Score -6.474053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7063 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113355 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25286 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740536.000000 Penalty: 38844.917969
Iteration 179Q: 19 clusters Score -6.474054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 143 members 
Mstep: Class 8 contains 113356 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 180F: 19 clusters Score -6.474052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113357 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25297 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740528.000000 Penalty: 38844.917969
Iteration 181Q: 19 clusters Score -6.474053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113356 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55765 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25303 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740492.000000 Penalty: 38844.917969
Iteration 182Q: 19 clusters Score -6.474049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7045 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113352 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55764 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740540.000000 Penalty: 38844.917969
Iteration 183Q: 19 clusters Score -6.474054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7044 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113348 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55763 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25315 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740516.000000 Penalty: 38844.917969
Iteration 184Q: 19 clusters Score -6.474052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113344 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147142 members 
Mstep: Class 12 contains 55763 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25320 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740508.000000 Penalty: 38844.917969
Iteration 185Q: 19 clusters Score -6.474051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51229 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7040 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113340 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147143 members 
Mstep: Class 12 contains 55762 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25324 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740492.000000 Penalty: 38844.917969
Iteration 186Q: 19 clusters Score -6.474049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7040 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113341 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55761 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25326 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740508.000000 Penalty: 38844.917969
Iteration 187Q: 19 clusters Score -6.474051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113342 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147141 members 
Mstep: Class 12 contains 55760 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740532.000000 Penalty: 38844.917969
Iteration 188Q: 19 clusters Score -6.474053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70043 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113343 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 147143 members 
Mstep: Class 12 contains 55758 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740540.000000 Penalty: 38844.917969
Iteration 189Q: 19 clusters Score -6.474054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113343 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 147144 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740536.000000 Penalty: 38844.917969
Iteration 190Q: 19 clusters Score -6.474054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70042 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113342 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 147145 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740532.000000 Penalty: 38844.917969
Iteration 191Q: 19 clusters Score -6.474053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70041 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113343 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 147145 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740508.000000 Penalty: 38844.917969
Iteration 192Q: 19 clusters Score -6.474051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51228 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113340 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147147 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740516.000000 Penalty: 38844.917969
Iteration 193Q: 19 clusters Score -6.474052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113340 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86534 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740528.000000 Penalty: 38844.917969
Iteration 194Q: 19 clusters Score -6.474053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51226 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113341 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 195Q: 19 clusters Score -6.474052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113342 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147148 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740532.000000 Penalty: 38844.917969
Iteration 196Q: 19 clusters Score -6.474053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113341 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147149 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 197Q: 19 clusters Score -6.474052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113340 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147150 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740528.000000 Penalty: 38844.917969
Iteration 198Q: 19 clusters Score -6.474053e+07 nChanged 2
Entering ConstructFrom: 
Score: -64740528.000000 Penalty: 38844.917969
Entering ConstructFrom: 
Trying to split cluster 1 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -132280.906250 Penalty: 1152.408081
	Iteration 0F: 2 clusters Score -132280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -130681.390625 Penalty: 2304.816162
	Iteration 0F: 3 clusters Score -130681.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130929.156250 Penalty: 2304.816162
	Iteration 1F: 3 clusters Score -130929.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131010.960938 Penalty: 2304.816162
	Iteration 2F: 3 clusters Score -131011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131053.296875 Penalty: 2304.816162
	Iteration 3Q: 3 clusters Score -131053.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131078.765625 Penalty: 2304.816162
	Iteration 4Q: 3 clusters Score -131078.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131089.203125 Penalty: 2304.816162
	Iteration 5Q: 3 clusters Score -131089.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131099.484375 Penalty: 2304.816162
	Iteration 6Q: 3 clusters Score -131099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131108.640625 Penalty: 2304.816162
	Iteration 7Q: 3 clusters Score -131108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131114.328125 Penalty: 2304.816162
	Iteration 8Q: 3 clusters Score -131114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131122.468750 Penalty: 2304.816162
	Iteration 9Q: 3 clusters Score -131122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131131.703125 Penalty: 2304.816162
	Iteration 10Q: 3 clusters Score -131131.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131137.890625 Penalty: 2304.816162
	Iteration 11Q: 3 clusters Score -131137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131143.078125 Penalty: 2304.816162
	Iteration 12Q: 3 clusters Score -131143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131146.781250 Penalty: 2304.816162
	Iteration 13Q: 3 clusters Score -131146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131148.109375 Penalty: 2304.816162
	Iteration 14Q: 3 clusters Score -131148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131149.890625 Penalty: 2304.816162
	Iteration 15Q: 3 clusters Score -131149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131150.953125 Penalty: 2304.816162
	Iteration 16Q: 3 clusters Score -131151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131150.953125 Penalty: 2304.816162
	Iteration 17F: 3 clusters Score -131151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Entering Unmasked Estep 
Score: -7966277.000000 Penalty: 1812.981323
	Iteration 0F: 2 clusters Score -7966277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7919707.500000 Penalty: 3625.962646
	Iteration 0F: 3 clusters Score -7919708 nChanged 32950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7938656.000000 Penalty: 3625.962646
	Iteration 1F: 3 clusters Score -7938656 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -7939854.500000 Penalty: 3625.962646
	Iteration 2Q: 3 clusters Score -7939854 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -7941811.000000 Penalty: 3625.962646
	Iteration 3F: 3 clusters Score -7941811 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -7945278.500000 Penalty: 3625.962646
	Iteration 4F: 3 clusters Score -7945278 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7950643.000000 Penalty: 3625.962646
	Iteration 5F: 3 clusters Score -7950643 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -7956859.000000 Penalty: 3625.962646
	Iteration 6F: 3 clusters Score -7956859 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -7961537.000000 Penalty: 3625.962646
	Iteration 7F: 3 clusters Score -7961537 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -7963688.500000 Penalty: 3625.962646
	Iteration 8Q: 3 clusters Score -7963688 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -7964333.500000 Penalty: 3625.962646
	Iteration 9Q: 3 clusters Score -7964334 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -7964514.500000 Penalty: 3625.962646
	Iteration 10Q: 3 clusters Score -7964514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -7964564.000000 Penalty: 3625.962646
	Iteration 11Q: 3 clusters Score -7964564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -7964599.000000 Penalty: 3625.962646
	Iteration 12Q: 3 clusters Score -7964599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -7964638.000000 Penalty: 3625.962646
	Iteration 13Q: 3 clusters Score -7964638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -7964654.500000 Penalty: 3625.962646
	Iteration 14Q: 3 clusters Score -7964654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -7964664.500000 Penalty: 3625.962646
	Iteration 15Q: 3 clusters Score -7964664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -7964673.000000 Penalty: 3625.962646
	Iteration 16Q: 3 clusters Score -7964673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -7964673.000000 Penalty: 3625.962646
	Iteration 17F: 3 clusters Score -7964673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Entering Unmasked Estep 
Score: -5837864.500000 Penalty: 1762.153564
	Iteration 0F: 2 clusters Score -5837864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5803614.500000 Penalty: 3524.307129
	Iteration 0F: 3 clusters Score -5803614 nChanged 24041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5817354.500000 Penalty: 3524.307129
	Iteration 1F: 3 clusters Score -5817354 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5818092.500000 Penalty: 3524.307129
	Iteration 2Q: 3 clusters Score -5818092 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5819122.000000 Penalty: 3524.307129
	Iteration 3Q: 3 clusters Score -5819122 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5820520.000000 Penalty: 3524.307129
	Iteration 4F: 3 clusters Score -5820520 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5822402.500000 Penalty: 3524.307129
	Iteration 5F: 3 clusters Score -5822402 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5824502.000000 Penalty: 3524.307129
	Iteration 6F: 3 clusters Score -5824502 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5826769.500000 Penalty: 3524.307129
	Iteration 7F: 3 clusters Score -5826770 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5828751.000000 Penalty: 3524.307129
	Iteration 8F: 3 clusters Score -5828751 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5830467.500000 Penalty: 3524.307129
	Iteration 9Q: 3 clusters Score -5830468 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5831816.000000 Penalty: 3524.307129
	Iteration 10Q: 3 clusters Score -5831816 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5832680.000000 Penalty: 3524.307129
	Iteration 11Q: 3 clusters Score -5832680 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5833312.500000 Penalty: 3524.307129
	Iteration 12Q: 3 clusters Score -5833312 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5833767.000000 Penalty: 3524.307129
	Iteration 13Q: 3 clusters Score -5833767 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5834172.500000 Penalty: 3524.307129
	Iteration 14Q: 3 clusters Score -5834172 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -5834498.500000 Penalty: 3524.307129
	Iteration 15Q: 3 clusters Score -5834498 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -5834804.000000 Penalty: 3524.307129
	Iteration 16Q: 3 clusters Score -5834804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -5835098.500000 Penalty: 3524.307129
	Iteration 17Q: 3 clusters Score -5835098 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -5835347.500000 Penalty: 3524.307129
	Iteration 18Q: 3 clusters Score -5835348 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -5835536.000000 Penalty: 3524.307129
	Iteration 19Q: 3 clusters Score -5835536 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5835660.000000 Penalty: 3524.307129
	Iteration 20F: 3 clusters Score -5835660 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -5835788.500000 Penalty: 3524.307129
	Iteration 21Q: 3 clusters Score -5835788 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -5835853.000000 Penalty: 3524.307129
	Iteration 22Q: 3 clusters Score -5835853 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -5835934.000000 Penalty: 3524.307129
	Iteration 23Q: 3 clusters Score -5835934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -5835983.500000 Penalty: 3524.307129
	Iteration 24Q: 3 clusters Score -5835984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5836026.000000 Penalty: 3524.307129
	Iteration 25Q: 3 clusters Score -5836026 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -5836069.000000 Penalty: 3524.307129
	Iteration 26Q: 3 clusters Score -5836069 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5836095.500000 Penalty: 3524.307129
	Iteration 27Q: 3 clusters Score -5836096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -5836111.500000 Penalty: 3524.307129
	Iteration 28Q: 3 clusters Score -5836112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -5836143.500000 Penalty: 3524.307129
	Iteration 29Q: 3 clusters Score -5836144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -5836181.500000 Penalty: 3524.307129
	Iteration 30Q: 3 clusters Score -5836182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -5836217.000000 Penalty: 3524.307129
	Iteration 31Q: 3 clusters Score -5836217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -5836252.000000 Penalty: 3524.307129
	Iteration 32Q: 3 clusters Score -5836252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -5836265.000000 Penalty: 3524.307129
	Iteration 33Q: 3 clusters Score -5836265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -5836282.000000 Penalty: 3524.307129
	Iteration 34Q: 3 clusters Score -5836282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -5836293.500000 Penalty: 3524.307129
	Iteration 35Q: 3 clusters Score -5836294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -5836304.500000 Penalty: 3524.307129
	Iteration 36Q: 3 clusters Score -5836304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -5836317.000000 Penalty: 3524.307129
	Iteration 37Q: 3 clusters Score -5836317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -5836317.000000 Penalty: 3524.307129
	Iteration 38Q: 3 clusters Score -5836317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -5836326.500000 Penalty: 3524.307129
	Iteration 39Q: 3 clusters Score -5836326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -5836330.000000 Penalty: 3524.307129
	Iteration 40F: 3 clusters Score -5836330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5836351.500000 Penalty: 3524.307129
	Iteration 41Q: 3 clusters Score -5836352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -5836350.500000 Penalty: 3524.307129
	Iteration 42Q: 3 clusters Score -5836350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -5836364.000000 Penalty: 3524.307129
	Iteration 43Q: 3 clusters Score -5836364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -5836375.000000 Penalty: 3524.307129
	Iteration 44Q: 3 clusters Score -5836375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -5836381.500000 Penalty: 3524.307129
	Iteration 45Q: 3 clusters Score -5836382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -5836389.000000 Penalty: 3524.307129
	Iteration 46Q: 3 clusters Score -5836389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -5836398.000000 Penalty: 3524.307129
	Iteration 47Q: 3 clusters Score -5836398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5836403.000000 Penalty: 3524.307129
	Iteration 48Q: 3 clusters Score -5836403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -5836410.000000 Penalty: 3524.307129
	Iteration 49Q: 3 clusters Score -5836410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -5836418.000000 Penalty: 3524.307129
	Iteration 50Q: 3 clusters Score -5836418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -5836427.500000 Penalty: 3524.307129
	Iteration 51Q: 3 clusters Score -5836428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -5836429.500000 Penalty: 3524.307129
	Iteration 52Q: 3 clusters Score -5836430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -5836449.000000 Penalty: 3524.307129
	Iteration 53Q: 3 clusters Score -5836449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -5836449.500000 Penalty: 3524.307129
	Iteration 54Q: 3 clusters Score -5836450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5836457.000000 Penalty: 3524.307129
	Iteration 55Q: 3 clusters Score -5836457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -5836462.500000 Penalty: 3524.307129
	Iteration 56Q: 3 clusters Score -5836462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -5836464.500000 Penalty: 3524.307129
	Iteration 57Q: 3 clusters Score -5836464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5836466.500000 Penalty: 3524.307129
	Iteration 58Q: 3 clusters Score -5836466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5836466.500000 Penalty: 3524.307129
	Iteration 59F: 3 clusters Score -5836466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -161670.703125 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -161670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159883.203125 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -159883.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -160286.187500 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -160286.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160370.671875 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -160370.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160424.906250 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -160424.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -160452.062500 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -160452.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160469.203125 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -160469.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160485.296875 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -160485.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160494.859375 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -160494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160506.343750 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -160506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -160517.109375 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -160517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160524.437500 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -160524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160526.921875 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -160526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160529.734375 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -160529.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160533.734375 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -160533.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -160539.515625 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -160539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160548.000000 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -160548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160554.093750 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -160554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160561.562500 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -160561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -160566.937500 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -160566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160568.359375 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -160568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -160569.359375 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -160569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -185253.031250 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -185253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183396.359375 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -183396.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183748.500000 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -183748.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183829.859375 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -183829.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183875.203125 Penalty: 2392.240479
	Iteration 3Q: 3 clusters Score -183875.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183898.406250 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -183898.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183910.968750 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -183911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -183918.031250 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -183918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -183926.359375 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -183926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -183934.906250 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -183934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183941.687500 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -183941.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183945.421875 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -183945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183949.328125 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -183949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183952.890625 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -183952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183960.765625 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -183960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183968.390625 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -183968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183978.312500 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -183978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183983.218750 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -183983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183988.281250 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -183988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183988.968750 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -183989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183989.562500 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -183989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183990.000000 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -183990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Entering Unmasked Estep 
Score: -795663.562500 Penalty: 1439.623535
	Iteration 0F: 2 clusters Score -795663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -790412.562500 Penalty: 2879.247070
	Iteration 0F: 3 clusters Score -790412.6 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -791924.000000 Penalty: 2879.247070
	Iteration 1F: 3 clusters Score -791924 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -792113.750000 Penalty: 2879.247070
	Iteration 2F: 3 clusters Score -792113.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -792256.875000 Penalty: 2879.247070
	Iteration 3Q: 3 clusters Score -792256.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -792367.687500 Penalty: 2879.247070
	Iteration 4Q: 3 clusters Score -792367.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -792464.000000 Penalty: 2879.247070
	Iteration 5Q: 3 clusters Score -792464 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -792568.625000 Penalty: 2879.247070
	Iteration 6Q: 3 clusters Score -792568.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -792690.625000 Penalty: 2879.247070
	Iteration 7Q: 3 clusters Score -792690.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -792839.375000 Penalty: 2879.247070
	Iteration 8Q: 3 clusters Score -792839.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -792997.187500 Penalty: 2879.247070
	Iteration 9Q: 3 clusters Score -792997.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -793175.437500 Penalty: 2879.247070
	Iteration 10Q: 3 clusters Score -793175.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -793383.750000 Penalty: 2879.247070
	Iteration 11Q: 3 clusters Score -793383.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -793595.062500 Penalty: 2879.247070
	Iteration 12Q: 3 clusters Score -793595.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -793762.437500 Penalty: 2879.247070
	Iteration 13Q: 3 clusters Score -793762.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -793884.375000 Penalty: 2879.247070
	Iteration 14Q: 3 clusters Score -793884.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -794000.125000 Penalty: 2879.247070
	Iteration 15Q: 3 clusters Score -794000.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -794090.000000 Penalty: 2879.247070
	Iteration 16Q: 3 clusters Score -794090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -794164.187500 Penalty: 2879.247070
	Iteration 17Q: 3 clusters Score -794164.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -794215.875000 Penalty: 2879.247070
	Iteration 18Q: 3 clusters Score -794215.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -794258.437500 Penalty: 2879.247070
	Iteration 19Q: 3 clusters Score -794258.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -794288.875000 Penalty: 2879.247070
	Iteration 20F: 3 clusters Score -794288.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -794308.687500 Penalty: 2879.247070
	Iteration 21Q: 3 clusters Score -794308.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -794327.437500 Penalty: 2879.247070
	Iteration 22Q: 3 clusters Score -794327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -794339.500000 Penalty: 2879.247070
	Iteration 23Q: 3 clusters Score -794339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -794352.625000 Penalty: 2879.247070
	Iteration 24Q: 3 clusters Score -794352.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -794363.625000 Penalty: 2879.247070
	Iteration 25Q: 3 clusters Score -794363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -794370.375000 Penalty: 2879.247070
	Iteration 26Q: 3 clusters Score -794370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -794371.562500 Penalty: 2879.247070
	Iteration 27Q: 3 clusters Score -794371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -794377.187500 Penalty: 2879.247070
	Iteration 28Q: 3 clusters Score -794377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -794378.062500 Penalty: 2879.247070
	Iteration 29Q: 3 clusters Score -794378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -794379.375000 Penalty: 2879.247070
	Iteration 30Q: 3 clusters Score -794379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -794382.500000 Penalty: 2879.247070
	Iteration 31Q: 3 clusters Score -794382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -794384.187500 Penalty: 2879.247070
	Iteration 32Q: 3 clusters Score -794384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -794383.437500 Penalty: 2879.247070
	Iteration 33Q: 3 clusters Score -794383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -794383.437500 Penalty: 2879.247070
	Iteration 34F: 3 clusters Score -794383.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -11705.959961 Penalty: 807.594666
	Iteration 0F: 2 clusters Score -11705.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11118.699219 Penalty: 1615.189331
	Iteration 0F: 3 clusters Score -11118.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11214.836914 Penalty: 1615.189331
	Iteration 1F: 3 clusters Score -11214.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11237.054688 Penalty: 1615.189331
	Iteration 2Q: 3 clusters Score -11237.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11237.927734 Penalty: 1615.189331
	Iteration 3Q: 3 clusters Score -11237.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11237.927734 Penalty: 1615.189331
	Iteration 4F: 3 clusters Score -11237.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113338 members 
Entering Unmasked Estep 
Score: -12782432.000000 Penalty: 1891.196167
	Iteration 0F: 2 clusters Score -1.278243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -12709295.000000 Penalty: 3782.392334
	Iteration 0F: 3 clusters Score -1.27093e+07 nChanged 54362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -12740925.000000 Penalty: 3782.392334
	Iteration 1F: 3 clusters Score -1.274092e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -12741597.000000 Penalty: 3782.392334
	Iteration 2Q: 3 clusters Score -1.27416e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -12742159.000000 Penalty: 3782.392334
	Iteration 3Q: 3 clusters Score -1.274216e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -12742895.000000 Penalty: 3782.392334
	Iteration 4Q: 3 clusters Score -1.27429e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -12743804.000000 Penalty: 3782.392334
	Iteration 5Q: 3 clusters Score -1.27438e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -12744782.000000 Penalty: 3782.392334
	Iteration 6Q: 3 clusters Score -1.274478e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -12746224.000000 Penalty: 3782.392334
	Iteration 7Q: 3 clusters Score -1.274622e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -12748404.000000 Penalty: 3782.392334
	Iteration 8Q: 3 clusters Score -1.27484e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -12751606.000000 Penalty: 3782.392334
	Iteration 9F: 3 clusters Score -1.275161e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -12756259.000000 Penalty: 3782.392334
	Iteration 10F: 3 clusters Score -1.275626e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -12761596.000000 Penalty: 3782.392334
	Iteration 11F: 3 clusters Score -1.27616e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -12766056.000000 Penalty: 3782.392334
	Iteration 12F: 3 clusters Score -1.276606e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -12768661.000000 Penalty: 3782.392334
	Iteration 13Q: 3 clusters Score -1.276866e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -12769792.000000 Penalty: 3782.392334
	Iteration 14Q: 3 clusters Score -1.276979e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -12770361.000000 Penalty: 3782.392334
	Iteration 15Q: 3 clusters Score -1.277036e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -12770796.000000 Penalty: 3782.392334
	Iteration 16Q: 3 clusters Score -1.27708e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -12770978.000000 Penalty: 3782.392334
	Iteration 17Q: 3 clusters Score -1.277098e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -12771314.000000 Penalty: 3782.392334
	Iteration 18Q: 3 clusters Score -1.277131e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -12771592.000000 Penalty: 3782.392334
	Iteration 19Q: 3 clusters Score -1.277159e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -12771748.000000 Penalty: 3782.392334
	Iteration 20F: 3 clusters Score -1.277175e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -12771939.000000 Penalty: 3782.392334
	Iteration 21Q: 3 clusters Score -1.277194e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -12772048.000000 Penalty: 3782.392334
	Iteration 22Q: 3 clusters Score -1.277205e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -12772251.000000 Penalty: 3782.392334
	Iteration 23Q: 3 clusters Score -1.277225e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -12772447.000000 Penalty: 3782.392334
	Iteration 24Q: 3 clusters Score -1.277245e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -12772636.000000 Penalty: 3782.392334
	Iteration 25Q: 3 clusters Score -1.277264e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -12772795.000000 Penalty: 3782.392334
	Iteration 26Q: 3 clusters Score -1.27728e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -12772970.000000 Penalty: 3782.392334
	Iteration 27Q: 3 clusters Score -1.277297e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -12773134.000000 Penalty: 3782.392334
	Iteration 28Q: 3 clusters Score -1.277313e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -12773319.000000 Penalty: 3782.392334
	Iteration 29Q: 3 clusters Score -1.277332e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -12773470.000000 Penalty: 3782.392334
	Iteration 30Q: 3 clusters Score -1.277347e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -12773558.000000 Penalty: 3782.392334
	Iteration 31Q: 3 clusters Score -1.277356e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -12773744.000000 Penalty: 3782.392334
	Iteration 32Q: 3 clusters Score -1.277374e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -12773905.000000 Penalty: 3782.392334
	Iteration 33Q: 3 clusters Score -1.27739e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -12774026.000000 Penalty: 3782.392334
	Iteration 34Q: 3 clusters Score -1.277403e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -12774186.000000 Penalty: 3782.392334
	Iteration 35Q: 3 clusters Score -1.277419e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -12774380.000000 Penalty: 3782.392334
	Iteration 36Q: 3 clusters Score -1.277438e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -12774565.000000 Penalty: 3782.392334
	Iteration 37Q: 3 clusters Score -1.277456e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -12774748.000000 Penalty: 3782.392334
	Iteration 38Q: 3 clusters Score -1.277475e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -12775011.000000 Penalty: 3782.392334
	Iteration 39Q: 3 clusters Score -1.277501e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -12775273.000000 Penalty: 3782.392334
	Iteration 40F: 3 clusters Score -1.277527e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -12775474.000000 Penalty: 3782.392334
	Iteration 41Q: 3 clusters Score -1.277547e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -12775681.000000 Penalty: 3782.392334
	Iteration 42Q: 3 clusters Score -1.277568e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -12775908.000000 Penalty: 3782.392334
	Iteration 43Q: 3 clusters Score -1.277591e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -12776096.000000 Penalty: 3782.392334
	Iteration 44Q: 3 clusters Score -1.27761e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -12776343.000000 Penalty: 3782.392334
	Iteration 45Q: 3 clusters Score -1.277634e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -12776618.000000 Penalty: 3782.392334
	Iteration 46Q: 3 clusters Score -1.277662e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -12776810.000000 Penalty: 3782.392334
	Iteration 47Q: 3 clusters Score -1.277681e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -12777023.000000 Penalty: 3782.392334
	Iteration 48Q: 3 clusters Score -1.277702e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -12777210.000000 Penalty: 3782.392334
	Iteration 49Q: 3 clusters Score -1.277721e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -12777387.000000 Penalty: 3782.392334
	Iteration 50Q: 3 clusters Score -1.277739e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -12777532.000000 Penalty: 3782.392334
	Iteration 51Q: 3 clusters Score -1.277753e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -12777691.000000 Penalty: 3782.392334
	Iteration 52Q: 3 clusters Score -1.277769e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107180 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -12777791.000000 Penalty: 3782.392334
	Iteration 53Q: 3 clusters Score -1.277779e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -12777920.000000 Penalty: 3782.392334
	Iteration 54Q: 3 clusters Score -1.277792e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -12778051.000000 Penalty: 3782.392334
	Iteration 55Q: 3 clusters Score -1.277805e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -12778227.000000 Penalty: 3782.392334
	Iteration 56Q: 3 clusters Score -1.277823e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12778333.000000 Penalty: 3782.392334
	Iteration 57Q: 3 clusters Score -1.277833e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -12778483.000000 Penalty: 3782.392334
	Iteration 58Q: 3 clusters Score -1.277848e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108627 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -12778616.000000 Penalty: 3782.392334
	Iteration 59Q: 3 clusters Score -1.277862e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -12778674.000000 Penalty: 3782.392334
	Iteration 60F: 3 clusters Score -1.277867e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -12778779.000000 Penalty: 3782.392334
	Iteration 61Q: 3 clusters Score -1.277878e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -12778844.000000 Penalty: 3782.392334
	Iteration 62Q: 3 clusters Score -1.277884e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -12778924.000000 Penalty: 3782.392334
	Iteration 63Q: 3 clusters Score -1.277892e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -12778973.000000 Penalty: 3782.392334
	Iteration 64Q: 3 clusters Score -1.277897e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -12779068.000000 Penalty: 3782.392334
	Iteration 65Q: 3 clusters Score -1.277907e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -12779138.000000 Penalty: 3782.392334
	Iteration 66Q: 3 clusters Score -1.277914e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -12779234.000000 Penalty: 3782.392334
	Iteration 67Q: 3 clusters Score -1.277923e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -12779300.000000 Penalty: 3782.392334
	Iteration 68Q: 3 clusters Score -1.27793e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -12779343.000000 Penalty: 3782.392334
	Iteration 69Q: 3 clusters Score -1.277934e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -12779415.000000 Penalty: 3782.392334
	Iteration 70Q: 3 clusters Score -1.277942e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -12779453.000000 Penalty: 3782.392334
	Iteration 71Q: 3 clusters Score -1.277945e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -12779510.000000 Penalty: 3782.392334
	Iteration 72Q: 3 clusters Score -1.277951e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12779589.000000 Penalty: 3782.392334
	Iteration 73Q: 3 clusters Score -1.277959e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -12779659.000000 Penalty: 3782.392334
	Iteration 74Q: 3 clusters Score -1.277966e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -12779699.000000 Penalty: 3782.392334
	Iteration 75Q: 3 clusters Score -1.27797e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -12779774.000000 Penalty: 3782.392334
	Iteration 76Q: 3 clusters Score -1.277977e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12779827.000000 Penalty: 3782.392334
	Iteration 77Q: 3 clusters Score -1.277983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -12779870.000000 Penalty: 3782.392334
	Iteration 78Q: 3 clusters Score -1.277987e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111141 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -12779913.000000 Penalty: 3782.392334
	Iteration 79Q: 3 clusters Score -1.277991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -12779980.000000 Penalty: 3782.392334
	Iteration 80F: 3 clusters Score -1.277998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -12780002.000000 Penalty: 3782.392334
	Iteration 81Q: 3 clusters Score -1.278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12780033.000000 Penalty: 3782.392334
	Iteration 82Q: 3 clusters Score -1.278003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -12780060.000000 Penalty: 3782.392334
	Iteration 83Q: 3 clusters Score -1.278006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -12780109.000000 Penalty: 3782.392334
	Iteration 84Q: 3 clusters Score -1.278011e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12780127.000000 Penalty: 3782.392334
	Iteration 85Q: 3 clusters Score -1.278013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -12780152.000000 Penalty: 3782.392334
	Iteration 86Q: 3 clusters Score -1.278015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12780175.000000 Penalty: 3782.392334
	Iteration 87Q: 3 clusters Score -1.278018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12780173.000000 Penalty: 3782.392334
	Iteration 88Q: 3 clusters Score -1.278017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12780195.000000 Penalty: 3782.392334
	Iteration 89Q: 3 clusters Score -1.27802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12780212.000000 Penalty: 3782.392334
	Iteration 90Q: 3 clusters Score -1.278021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -12780221.000000 Penalty: 3782.392334
	Iteration 91Q: 3 clusters Score -1.278022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12780243.000000 Penalty: 3782.392334
	Iteration 92Q: 3 clusters Score -1.278024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12780254.000000 Penalty: 3782.392334
	Iteration 93Q: 3 clusters Score -1.278025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12780265.000000 Penalty: 3782.392334
	Iteration 94Q: 3 clusters Score -1.278026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12780273.000000 Penalty: 3782.392334
	Iteration 95Q: 3 clusters Score -1.278027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12780271.000000 Penalty: 3782.392334
	Iteration 96Q: 3 clusters Score -1.278027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111711 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12780288.000000 Penalty: 3782.392334
	Iteration 97Q: 3 clusters Score -1.278029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12780291.000000 Penalty: 3782.392334
	Iteration 98Q: 3 clusters Score -1.278029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12780309.000000 Penalty: 3782.392334
	Iteration 99Q: 3 clusters Score -1.278031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12780320.000000 Penalty: 3782.392334
	Iteration 100F: 3 clusters Score -1.278032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12780336.000000 Penalty: 3782.392334
	Iteration 101Q: 3 clusters Score -1.278034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12780326.000000 Penalty: 3782.392334
	Iteration 102Q: 3 clusters Score -1.278033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111808 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12780336.000000 Penalty: 3782.392334
	Iteration 103Q: 3 clusters Score -1.278034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12780347.000000 Penalty: 3782.392334
	Iteration 104Q: 3 clusters Score -1.278035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -12780349.000000 Penalty: 3782.392334
	Iteration 105Q: 3 clusters Score -1.278035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12780376.000000 Penalty: 3782.392334
	Iteration 106Q: 3 clusters Score -1.278038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12780407.000000 Penalty: 3782.392334
	Iteration 107Q: 3 clusters Score -1.278041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111888 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12780421.000000 Penalty: 3782.392334
	Iteration 108Q: 3 clusters Score -1.278042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12780435.000000 Penalty: 3782.392334
	Iteration 109Q: 3 clusters Score -1.278044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12780443.000000 Penalty: 3782.392334
	Iteration 110Q: 3 clusters Score -1.278044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -12780436.000000 Penalty: 3782.392334
	Iteration 111Q: 3 clusters Score -1.278044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12780444.000000 Penalty: 3782.392334
	Iteration 112Q: 3 clusters Score -1.278044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111925 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12780456.000000 Penalty: 3782.392334
	Iteration 113Q: 3 clusters Score -1.278046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12780464.000000 Penalty: 3782.392334
	Iteration 114Q: 3 clusters Score -1.278046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12780467.000000 Penalty: 3782.392334
	Iteration 115Q: 3 clusters Score -1.278047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12780480.000000 Penalty: 3782.392334
	Iteration 116Q: 3 clusters Score -1.278048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12780484.000000 Penalty: 3782.392334
	Iteration 117Q: 3 clusters Score -1.278048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12780481.000000 Penalty: 3782.392334
	Iteration 118Q: 3 clusters Score -1.278048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12780481.000000 Penalty: 3782.392334
	Iteration 119Q: 3 clusters Score -1.278048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12780481.000000 Penalty: 3782.392334
	Iteration 120F: 3 clusters Score -1.278048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -242792.546875 Penalty: 1257.645874
	Iteration 0F: 2 clusters Score -242792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240528.609375 Penalty: 2515.291748
	Iteration 0F: 3 clusters Score -240528.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241093.812500 Penalty: 2515.291748
	Iteration 1F: 3 clusters Score -241093.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -241238.734375 Penalty: 2515.291748
	Iteration 2F: 3 clusters Score -241238.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -241327.171875 Penalty: 2515.291748
	Iteration 3F: 3 clusters Score -241327.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -241423.703125 Penalty: 2515.291748
	Iteration 4Q: 3 clusters Score -241423.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -241515.437500 Penalty: 2515.291748
	Iteration 5Q: 3 clusters Score -241515.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -241613.437500 Penalty: 2515.291748
	Iteration 6Q: 3 clusters Score -241613.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -241688.937500 Penalty: 2515.291748
	Iteration 7Q: 3 clusters Score -241688.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -241755.234375 Penalty: 2515.291748
	Iteration 8Q: 3 clusters Score -241755.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -241809.437500 Penalty: 2515.291748
	Iteration 9Q: 3 clusters Score -241809.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -241858.484375 Penalty: 2515.291748
	Iteration 10Q: 3 clusters Score -241858.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -241907.468750 Penalty: 2515.291748
	Iteration 11Q: 3 clusters Score -241907.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -241947.406250 Penalty: 2515.291748
	Iteration 12Q: 3 clusters Score -241947.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -241968.859375 Penalty: 2515.291748
	Iteration 13Q: 3 clusters Score -241968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -241984.656250 Penalty: 2515.291748
	Iteration 14Q: 3 clusters Score -241984.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -241999.593750 Penalty: 2515.291748
	Iteration 15Q: 3 clusters Score -241999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -242008.953125 Penalty: 2515.291748
	Iteration 16Q: 3 clusters Score -242009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -242012.609375 Penalty: 2515.291748
	Iteration 17Q: 3 clusters Score -242012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -242014.921875 Penalty: 2515.291748
	Iteration 18Q: 3 clusters Score -242014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -242017.671875 Penalty: 2515.291748
	Iteration 19Q: 3 clusters Score -242017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -242017.750000 Penalty: 2515.291748
	Iteration 20F: 3 clusters Score -242017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -253355.109375 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -253355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -251108.250000 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -251108.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251592.890625 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -251592.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -251704.828125 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -251704.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -251762.171875 Penalty: 2500.529541
	Iteration 3Q: 3 clusters Score -251762.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -251796.953125 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -251797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251812.875000 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -251812.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -251826.015625 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -251826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -251835.515625 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -251835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -251841.234375 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -251841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -251846.171875 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -251846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251851.453125 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -251851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -251856.625000 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -251856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -251860.156250 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -251860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251862.453125 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -251862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -251865.484375 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -251865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -251868.000000 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -251868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -251870.781250 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -251870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -251874.625000 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -251874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251878.359375 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -251878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -251881.156250 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -251881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -251882.921875 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -251882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -251883.687500 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -251883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -251884.390625 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -251884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -251886.015625 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -251886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251888.203125 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -251888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251890.062500 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -251890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -251891.453125 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -251891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -251893.578125 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -251893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251895.875000 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -251895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -251897.968750 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -251898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251900.187500 Penalty: 2500.529541
	Iteration 30Q: 3 clusters Score -251900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251901.812500 Penalty: 2500.529541
	Iteration 31Q: 3 clusters Score -251901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -251903.281250 Penalty: 2500.529541
	Iteration 32Q: 3 clusters Score -251903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251904.437500 Penalty: 2500.529541
	Iteration 33Q: 3 clusters Score -251904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251905.671875 Penalty: 2500.529541
	Iteration 34Q: 3 clusters Score -251905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251906.625000 Penalty: 2500.529541
	Iteration 35Q: 3 clusters Score -251906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251907.906250 Penalty: 2500.529541
	Iteration 36Q: 3 clusters Score -251907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251908.390625 Penalty: 2500.529541
	Iteration 37Q: 3 clusters Score -251908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251908.953125 Penalty: 2500.529541
	Iteration 38Q: 3 clusters Score -251909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251908.953125 Penalty: 2500.529541
	Iteration 39F: 3 clusters Score -251909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147152 members 
Entering Unmasked Estep 
Score: -16529233.000000 Penalty: 1933.623535
	Iteration 0F: 2 clusters Score -1.652923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -16436884.000000 Penalty: 3867.247070
	Iteration 0F: 3 clusters Score -1.643688e+07 nChanged 71018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -16479105.000000 Penalty: 3867.247070
	Iteration 1F: 3 clusters Score -1.64791e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -16480842.000000 Penalty: 3867.247070
	Iteration 2Q: 3 clusters Score -1.648084e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -16483739.000000 Penalty: 3867.247070
	Iteration 3Q: 3 clusters Score -1.648374e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -16488755.000000 Penalty: 3867.247070
	Iteration 4F: 3 clusters Score -1.648876e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -16496360.000000 Penalty: 3867.247070
	Iteration 5F: 3 clusters Score -1.649636e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -16505168.000000 Penalty: 3867.247070
	Iteration 6F: 3 clusters Score -1.650517e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -16513247.000000 Penalty: 3867.247070
	Iteration 7F: 3 clusters Score -1.651325e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 134336 members 
Entering Unmasked Estep 
Score: -16518641.000000 Penalty: 3867.247070
	Iteration 8Q: 3 clusters Score -1.651864e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -16522090.000000 Penalty: 3867.247070
	Iteration 9Q: 3 clusters Score -1.652209e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -16524168.000000 Penalty: 3867.247070
	Iteration 10Q: 3 clusters Score -1.652417e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -16525287.000000 Penalty: 3867.247070
	Iteration 11Q: 3 clusters Score -1.652529e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -16526003.000000 Penalty: 3867.247070
	Iteration 12Q: 3 clusters Score -1.6526e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -16526401.000000 Penalty: 3867.247070
	Iteration 13Q: 3 clusters Score -1.65264e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 144667 members 
Entering Unmasked Estep 
Score: -16526728.000000 Penalty: 3867.247070
	Iteration 14Q: 3 clusters Score -1.652673e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 145024 members 
Entering Unmasked Estep 
Score: -16526974.000000 Penalty: 3867.247070
	Iteration 15Q: 3 clusters Score -1.652697e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -16527137.000000 Penalty: 3867.247070
	Iteration 16Q: 3 clusters Score -1.652714e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -16527329.000000 Penalty: 3867.247070
	Iteration 17Q: 3 clusters Score -1.652733e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -16527443.000000 Penalty: 3867.247070
	Iteration 18Q: 3 clusters Score -1.652744e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -16527516.000000 Penalty: 3867.247070
	Iteration 19Q: 3 clusters Score -1.652752e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -16527587.000000 Penalty: 3867.247070
	Iteration 20F: 3 clusters Score -1.652759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 145952 members 
Entering Unmasked Estep 
Score: -16527611.000000 Penalty: 3867.247070
	Iteration 21Q: 3 clusters Score -1.652761e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 145990 members 
Entering Unmasked Estep 
Score: -16527640.000000 Penalty: 3867.247070
	Iteration 22Q: 3 clusters Score -1.652764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -16527638.000000 Penalty: 3867.247070
	Iteration 23Q: 3 clusters Score -1.652764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -16527667.000000 Penalty: 3867.247070
	Iteration 24Q: 3 clusters Score -1.652767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 146095 members 
Entering Unmasked Estep 
Score: -16527683.000000 Penalty: 3867.247070
	Iteration 25Q: 3 clusters Score -1.652768e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 146124 members 
Entering Unmasked Estep 
Score: -16527724.000000 Penalty: 3867.247070
	Iteration 26Q: 3 clusters Score -1.652772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -16527717.000000 Penalty: 3867.247070
	Iteration 27Q: 3 clusters Score -1.652772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -16527744.000000 Penalty: 3867.247070
	Iteration 28Q: 3 clusters Score -1.652774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -16527751.000000 Penalty: 3867.247070
	Iteration 29Q: 3 clusters Score -1.652775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -16527761.000000 Penalty: 3867.247070
	Iteration 30Q: 3 clusters Score -1.652776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -16527768.000000 Penalty: 3867.247070
	Iteration 31Q: 3 clusters Score -1.652777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -16527761.000000 Penalty: 3867.247070
	Iteration 32Q: 3 clusters Score -1.652776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -16527770.000000 Penalty: 3867.247070
	Iteration 33Q: 3 clusters Score -1.652777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -16527777.000000 Penalty: 3867.247070
	Iteration 34Q: 3 clusters Score -1.652778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -16527788.000000 Penalty: 3867.247070
	Iteration 35Q: 3 clusters Score -1.652779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -16527765.000000 Penalty: 3867.247070
	Iteration 36Q: 3 clusters Score -1.652776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -16527768.000000 Penalty: 3867.247070
	Iteration 37Q: 3 clusters Score -1.652777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -16527767.000000 Penalty: 3867.247070
	Iteration 38Q: 3 clusters Score -1.652777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -16527763.000000 Penalty: 3867.247070
	Iteration 39Q: 3 clusters Score -1.652776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -16527780.000000 Penalty: 3867.247070
	Iteration 40F: 3 clusters Score -1.652778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -16527777.000000 Penalty: 3867.247070
	Iteration 41Q: 3 clusters Score -1.652778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -16527777.000000 Penalty: 3867.247070
	Iteration 42F: 3 clusters Score -1.652778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Entering Unmasked Estep 
Score: -6346304.500000 Penalty: 1775.920288
	Iteration 0F: 2 clusters Score -6346304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -6308849.000000 Penalty: 3551.840576
	Iteration 0F: 3 clusters Score -6308849 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6323756.000000 Penalty: 3551.840576
	Iteration 1F: 3 clusters Score -6323756 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6324375.500000 Penalty: 3551.840576
	Iteration 2Q: 3 clusters Score -6324376 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6325155.500000 Penalty: 3551.840576
	Iteration 3Q: 3 clusters Score -6325156 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6326397.500000 Penalty: 3551.840576
	Iteration 4Q: 3 clusters Score -6326398 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -6328303.500000 Penalty: 3551.840576
	Iteration 5F: 3 clusters Score -6328304 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6331187.000000 Penalty: 3551.840576
	Iteration 6F: 3 clusters Score -6331187 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -6335001.000000 Penalty: 3551.840576
	Iteration 7F: 3 clusters Score -6335001 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6338745.000000 Penalty: 3551.840576
	Iteration 8F: 3 clusters Score -6338745 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -6341373.500000 Penalty: 3551.840576
	Iteration 9Q: 3 clusters Score -6341374 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -6342739.000000 Penalty: 3551.840576
	Iteration 10Q: 3 clusters Score -6342739 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -6343306.500000 Penalty: 3551.840576
	Iteration 11Q: 3 clusters Score -6343306 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6343638.500000 Penalty: 3551.840576
	Iteration 12Q: 3 clusters Score -6343638 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6343846.000000 Penalty: 3551.840576
	Iteration 13Q: 3 clusters Score -6343846 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6343942.500000 Penalty: 3551.840576
	Iteration 14Q: 3 clusters Score -6343942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6344040.000000 Penalty: 3551.840576
	Iteration 15Q: 3 clusters Score -6344040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6344133.000000 Penalty: 3551.840576
	Iteration 16Q: 3 clusters Score -6344133 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6344185.500000 Penalty: 3551.840576
	Iteration 17Q: 3 clusters Score -6344186 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6344253.000000 Penalty: 3551.840576
	Iteration 18Q: 3 clusters Score -6344253 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6344290.000000 Penalty: 3551.840576
	Iteration 19Q: 3 clusters Score -6344290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6344331.000000 Penalty: 3551.840576
	Iteration 20F: 3 clusters Score -6344331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6344363.000000 Penalty: 3551.840576
	Iteration 21Q: 3 clusters Score -6344363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6344403.500000 Penalty: 3551.840576
	Iteration 22Q: 3 clusters Score -6344404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6344443.500000 Penalty: 3551.840576
	Iteration 23Q: 3 clusters Score -6344444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6344477.500000 Penalty: 3551.840576
	Iteration 24Q: 3 clusters Score -6344478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6344519.500000 Penalty: 3551.840576
	Iteration 25Q: 3 clusters Score -6344520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6344541.500000 Penalty: 3551.840576
	Iteration 26Q: 3 clusters Score -6344542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6344577.500000 Penalty: 3551.840576
	Iteration 27Q: 3 clusters Score -6344578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6344587.500000 Penalty: 3551.840576
	Iteration 28Q: 3 clusters Score -6344588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6344600.000000 Penalty: 3551.840576
	Iteration 29Q: 3 clusters Score -6344600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6344609.500000 Penalty: 3551.840576
	Iteration 30Q: 3 clusters Score -6344610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6344625.500000 Penalty: 3551.840576
	Iteration 31Q: 3 clusters Score -6344626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6344635.000000 Penalty: 3551.840576
	Iteration 32Q: 3 clusters Score -6344635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6344645.500000 Penalty: 3551.840576
	Iteration 33Q: 3 clusters Score -6344646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6344663.000000 Penalty: 3551.840576
	Iteration 34Q: 3 clusters Score -6344663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6344677.000000 Penalty: 3551.840576
	Iteration 35Q: 3 clusters Score -6344677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6344692.500000 Penalty: 3551.840576
	Iteration 36Q: 3 clusters Score -6344692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6344708.500000 Penalty: 3551.840576
	Iteration 37Q: 3 clusters Score -6344708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6344703.500000 Penalty: 3551.840576
	Iteration 38Q: 3 clusters Score -6344704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6344717.000000 Penalty: 3551.840576
	Iteration 39Q: 3 clusters Score -6344717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6344723.500000 Penalty: 3551.840576
	Iteration 40F: 3 clusters Score -6344724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6344749.000000 Penalty: 3551.840576
	Iteration 41Q: 3 clusters Score -6344749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6344757.500000 Penalty: 3551.840576
	Iteration 42Q: 3 clusters Score -6344758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6344770.500000 Penalty: 3551.840576
	Iteration 43Q: 3 clusters Score -6344770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6344771.500000 Penalty: 3551.840576
	Iteration 44Q: 3 clusters Score -6344772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6344779.000000 Penalty: 3551.840576
	Iteration 45Q: 3 clusters Score -6344779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6344785.000000 Penalty: 3551.840576
	Iteration 46Q: 3 clusters Score -6344785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6344778.000000 Penalty: 3551.840576
	Iteration 47Q: 3 clusters Score -6344778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6344784.000000 Penalty: 3551.840576
	Iteration 48Q: 3 clusters Score -6344784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6344787.500000 Penalty: 3551.840576
	Iteration 49Q: 3 clusters Score -6344788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6344794.000000 Penalty: 3551.840576
	Iteration 50Q: 3 clusters Score -6344794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6344792.500000 Penalty: 3551.840576
	Iteration 51Q: 3 clusters Score -6344792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6344806.500000 Penalty: 3551.840576
	Iteration 52Q: 3 clusters Score -6344806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6344805.500000 Penalty: 3551.840576
	Iteration 53Q: 3 clusters Score -6344806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6344809.000000 Penalty: 3551.840576
	Iteration 54Q: 3 clusters Score -6344809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6344809.000000 Penalty: 3551.840576
	Iteration 55Q: 3 clusters Score -6344809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6344814.000000 Penalty: 3551.840576
	Iteration 56Q: 3 clusters Score -6344814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6344815.000000 Penalty: 3551.840576
	Iteration 57Q: 3 clusters Score -6344815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6344815.500000 Penalty: 3551.840576
	Iteration 58Q: 3 clusters Score -6344816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6344812.000000 Penalty: 3551.840576
	Iteration 59Q: 3 clusters Score -6344812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6344811.500000 Penalty: 3551.840576
	Iteration 60F: 3 clusters Score -6344812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6344820.000000 Penalty: 3551.840576
	Iteration 61Q: 3 clusters Score -6344820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6344816.500000 Penalty: 3551.840576
	Iteration 62Q: 3 clusters Score -6344816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6344824.500000 Penalty: 3551.840576
	Iteration 63Q: 3 clusters Score -6344824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6344826.500000 Penalty: 3551.840576
	Iteration 64Q: 3 clusters Score -6344826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6344827.000000 Penalty: 3551.840576
	Iteration 65Q: 3 clusters Score -6344827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6344824.500000 Penalty: 3551.840576
	Iteration 66Q: 3 clusters Score -6344824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6344829.000000 Penalty: 3551.840576
	Iteration 67Q: 3 clusters Score -6344829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6344835.500000 Penalty: 3551.840576
	Iteration 68Q: 3 clusters Score -6344836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6344827.500000 Penalty: 3551.840576
	Iteration 69Q: 3 clusters Score -6344828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6344840.500000 Penalty: 3551.840576
	Iteration 70Q: 3 clusters Score -6344840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6344839.500000 Penalty: 3551.840576
	Iteration 71Q: 3 clusters Score -6344840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6344840.000000 Penalty: 3551.840576
	Iteration 72Q: 3 clusters Score -6344840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6344840.000000 Penalty: 3551.840576
	Iteration 73F: 3 clusters Score -6344840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -190132.546875 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -190132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188233.968750 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -188234 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188586.312500 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -188586.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188678.859375 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -188678.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188743.156250 Penalty: 2429.116699
	Iteration 3Q: 3 clusters Score -188743.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188810.609375 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -188810.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188869.406250 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -188869.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188912.031250 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -188912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188933.671875 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -188933.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188950.453125 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -188950.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188962.109375 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -188962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188969.359375 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -188969.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188978.000000 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -188978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -188985.500000 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -188985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188993.093750 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -188993.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189002.078125 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -189002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189009.031250 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -189009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189016.328125 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -189016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189018.812500 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -189018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189023.171875 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -189023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -189026.078125 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -189026.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189030.703125 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -189030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189035.484375 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -189035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189038.093750 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -189038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189040.046875 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -189040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189042.468750 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -189042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189045.078125 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -189045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189047.609375 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -189047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189049.750000 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -189049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189050.421875 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -189050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189051.359375 Penalty: 2429.116699
	Iteration 29Q: 3 clusters Score -189051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189054.953125 Penalty: 2429.116699
	Iteration 30Q: 3 clusters Score -189055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189061.375000 Penalty: 2429.116699
	Iteration 31Q: 3 clusters Score -189061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189068.062500 Penalty: 2429.116699
	Iteration 32Q: 3 clusters Score -189068.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189079.625000 Penalty: 2429.116699
	Iteration 33Q: 3 clusters Score -189079.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -189088.125000 Penalty: 2429.116699
	Iteration 34Q: 3 clusters Score -189088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189095.421875 Penalty: 2429.116699
	Iteration 35Q: 3 clusters Score -189095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -189103.125000 Penalty: 2429.116699
	Iteration 36Q: 3 clusters Score -189103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -189110.140625 Penalty: 2429.116699
	Iteration 37Q: 3 clusters Score -189110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -189116.296875 Penalty: 2429.116699
	Iteration 38Q: 3 clusters Score -189116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189124.343750 Penalty: 2429.116699
	Iteration 39Q: 3 clusters Score -189124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189130.734375 Penalty: 2429.116699
	Iteration 40F: 3 clusters Score -189130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189138.125000 Penalty: 2429.116699
	Iteration 41Q: 3 clusters Score -189138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -189148.625000 Penalty: 2429.116699
	Iteration 42Q: 3 clusters Score -189148.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -189156.781250 Penalty: 2429.116699
	Iteration 43Q: 3 clusters Score -189156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -189163.281250 Penalty: 2429.116699
	Iteration 44Q: 3 clusters Score -189163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -189171.875000 Penalty: 2429.116699
	Iteration 45Q: 3 clusters Score -189171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -189179.484375 Penalty: 2429.116699
	Iteration 46Q: 3 clusters Score -189179.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -189187.703125 Penalty: 2429.116699
	Iteration 47Q: 3 clusters Score -189187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -189196.859375 Penalty: 2429.116699
	Iteration 48Q: 3 clusters Score -189196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -189205.187500 Penalty: 2429.116699
	Iteration 49Q: 3 clusters Score -189205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -189216.562500 Penalty: 2429.116699
	Iteration 50Q: 3 clusters Score -189216.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -189222.562500 Penalty: 2429.116699
	Iteration 51Q: 3 clusters Score -189222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -189225.437500 Penalty: 2429.116699
	Iteration 52Q: 3 clusters Score -189225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189230.109375 Penalty: 2429.116699
	Iteration 53Q: 3 clusters Score -189230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -189234.250000 Penalty: 2429.116699
	Iteration 54Q: 3 clusters Score -189234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -189241.468750 Penalty: 2429.116699
	Iteration 55Q: 3 clusters Score -189241.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189249.296875 Penalty: 2429.116699
	Iteration 56Q: 3 clusters Score -189249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -189256.968750 Penalty: 2429.116699
	Iteration 57Q: 3 clusters Score -189257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -189264.281250 Penalty: 2429.116699
	Iteration 58Q: 3 clusters Score -189264.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -189271.515625 Penalty: 2429.116699
	Iteration 59Q: 3 clusters Score -189271.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -189283.328125 Penalty: 2429.116699
	Iteration 60F: 3 clusters Score -189283.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189297.671875 Penalty: 2429.116699
	Iteration 61Q: 3 clusters Score -189297.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -189307.640625 Penalty: 2429.116699
	Iteration 62Q: 3 clusters Score -189307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189312.156250 Penalty: 2429.116699
	Iteration 63Q: 3 clusters Score -189312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -189315.140625 Penalty: 2429.116699
	Iteration 64Q: 3 clusters Score -189315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189318.656250 Penalty: 2429.116699
	Iteration 65Q: 3 clusters Score -189318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189320.437500 Penalty: 2429.116699
	Iteration 66Q: 3 clusters Score -189320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -189321.406250 Penalty: 2429.116699
	Iteration 67Q: 3 clusters Score -189321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -189322.562500 Penalty: 2429.116699
	Iteration 68Q: 3 clusters Score -189322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189322.687500 Penalty: 2429.116699
	Iteration 69Q: 3 clusters Score -189322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189322.687500 Penalty: 2429.116699
	Iteration 70F: 3 clusters Score -189322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -193779.843750 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -193779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -191800.031250 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -191800 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -192264.359375 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -192264.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192386.796875 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -192386.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -192480.718750 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -192480.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -192559.171875 Penalty: 2436.952637
	Iteration 4Q: 3 clusters Score -192559.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -192632.812500 Penalty: 2436.952637
	Iteration 5Q: 3 clusters Score -192632.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -192717.593750 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -192717.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -192805.984375 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -192806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192906.578125 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -192906.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193010.312500 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -193010.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -193088.343750 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -193088.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -193130.437500 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -193130.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -193157.218750 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -193157.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193172.562500 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -193172.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193182.375000 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -193182.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193191.218750 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -193191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -193205.375000 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -193205.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193214.250000 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -193214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -193221.703125 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -193221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -193226.062500 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -193226.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -193229.781250 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -193229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193234.437500 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -193234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193237.984375 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -193238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193239.421875 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -193239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193240.468750 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -193240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193242.671875 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -193242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193245.968750 Penalty: 2436.952637
	Iteration 26Q: 3 clusters Score -193246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -193250.921875 Penalty: 2436.952637
	Iteration 27Q: 3 clusters Score -193250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193252.265625 Penalty: 2436.952637
	Iteration 28Q: 3 clusters Score -193252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193257.312500 Penalty: 2436.952637
	Iteration 29Q: 3 clusters Score -193257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193257.312500 Penalty: 2436.952637
	Iteration 30F: 3 clusters Score -193257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -514474.875000 Penalty: 1371.129028
	Iteration 0F: 2 clusters Score -514474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -510705.718750 Penalty: 2742.258057
	Iteration 0F: 3 clusters Score -510705.7 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -511694.812500 Penalty: 2742.258057
	Iteration 1F: 3 clusters Score -511694.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -511876.968750 Penalty: 2742.258057
	Iteration 2F: 3 clusters Score -511877 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -511974.781250 Penalty: 2742.258057
	Iteration 3F: 3 clusters Score -511974.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -512027.031250 Penalty: 2742.258057
	Iteration 4Q: 3 clusters Score -512027 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -512069.406250 Penalty: 2742.258057
	Iteration 5Q: 3 clusters Score -512069.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -512099.718750 Penalty: 2742.258057
	Iteration 6Q: 3 clusters Score -512099.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -512122.531250 Penalty: 2742.258057
	Iteration 7Q: 3 clusters Score -512122.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -512141.000000 Penalty: 2742.258057
	Iteration 8Q: 3 clusters Score -512141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -512155.625000 Penalty: 2742.258057
	Iteration 9Q: 3 clusters Score -512155.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -512172.750000 Penalty: 2742.258057
	Iteration 10Q: 3 clusters Score -512172.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -512188.562500 Penalty: 2742.258057
	Iteration 11Q: 3 clusters Score -512188.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -512206.468750 Penalty: 2742.258057
	Iteration 12Q: 3 clusters Score -512206.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -512226.156250 Penalty: 2742.258057
	Iteration 13Q: 3 clusters Score -512226.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -512250.593750 Penalty: 2742.258057
	Iteration 14Q: 3 clusters Score -512250.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -512277.125000 Penalty: 2742.258057
	Iteration 15Q: 3 clusters Score -512277.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -512303.250000 Penalty: 2742.258057
	Iteration 16Q: 3 clusters Score -512303.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -512331.843750 Penalty: 2742.258057
	Iteration 17Q: 3 clusters Score -512331.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -512361.562500 Penalty: 2742.258057
	Iteration 18Q: 3 clusters Score -512361.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -512401.843750 Penalty: 2742.258057
	Iteration 19Q: 3 clusters Score -512401.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -512445.031250 Penalty: 2742.258057
	Iteration 20F: 3 clusters Score -512445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -512492.468750 Penalty: 2742.258057
	Iteration 21Q: 3 clusters Score -512492.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -512564.125000 Penalty: 2742.258057
	Iteration 22Q: 3 clusters Score -512564.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -512633.906250 Penalty: 2742.258057
	Iteration 23Q: 3 clusters Score -512633.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -512707.781250 Penalty: 2742.258057
	Iteration 24Q: 3 clusters Score -512707.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -512787.968750 Penalty: 2742.258057
	Iteration 25Q: 3 clusters Score -512788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -512886.250000 Penalty: 2742.258057
	Iteration 26Q: 3 clusters Score -512886.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -512977.906250 Penalty: 2742.258057
	Iteration 27Q: 3 clusters Score -512977.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -513082.968750 Penalty: 2742.258057
	Iteration 28Q: 3 clusters Score -513083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -513169.593750 Penalty: 2742.258057
	Iteration 29Q: 3 clusters Score -513169.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -513230.843750 Penalty: 2742.258057
	Iteration 30Q: 3 clusters Score -513230.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -513282.218750 Penalty: 2742.258057
	Iteration 31Q: 3 clusters Score -513282.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -513329.343750 Penalty: 2742.258057
	Iteration 32Q: 3 clusters Score -513329.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -513358.531250 Penalty: 2742.258057
	Iteration 33Q: 3 clusters Score -513358.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -513379.437500 Penalty: 2742.258057
	Iteration 34Q: 3 clusters Score -513379.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -513396.250000 Penalty: 2742.258057
	Iteration 35Q: 3 clusters Score -513396.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -513406.218750 Penalty: 2742.258057
	Iteration 36Q: 3 clusters Score -513406.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -513413.812500 Penalty: 2742.258057
	Iteration 37Q: 3 clusters Score -513413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -513421.875000 Penalty: 2742.258057
	Iteration 38Q: 3 clusters Score -513421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -513426.437500 Penalty: 2742.258057
	Iteration 39Q: 3 clusters Score -513426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -513428.062500 Penalty: 2742.258057
	Iteration 40F: 3 clusters Score -513428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -513428.500000 Penalty: 2742.258057
	Iteration 41Q: 3 clusters Score -513428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -513429.343750 Penalty: 2742.258057
	Iteration 42Q: 3 clusters Score -513429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -513429.343750 Penalty: 2742.258057
	Iteration 43F: 3 clusters Score -513429.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Entering Unmasked Estep 
Score: -2775667.250000 Penalty: 1647.695679
	Iteration 0F: 2 clusters Score -2775667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2758513.000000 Penalty: 3295.391357
	Iteration 0F: 3 clusters Score -2758513 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2765044.500000 Penalty: 3295.391357
	Iteration 1F: 3 clusters Score -2765044 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2765340.250000 Penalty: 3295.391357
	Iteration 2Q: 3 clusters Score -2765340 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2765646.250000 Penalty: 3295.391357
	Iteration 3Q: 3 clusters Score -2765646 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2765932.750000 Penalty: 3295.391357
	Iteration 4Q: 3 clusters Score -2765933 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2766280.000000 Penalty: 3295.391357
	Iteration 5Q: 3 clusters Score -2766280 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2766698.500000 Penalty: 3295.391357
	Iteration 6Q: 3 clusters Score -2766698 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2767194.250000 Penalty: 3295.391357
	Iteration 7Q: 3 clusters Score -2767194 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2767769.000000 Penalty: 3295.391357
	Iteration 8Q: 3 clusters Score -2767769 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2768431.250000 Penalty: 3295.391357
	Iteration 9Q: 3 clusters Score -2768431 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2769116.750000 Penalty: 3295.391357
	Iteration 10Q: 3 clusters Score -2769117 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2769806.500000 Penalty: 3295.391357
	Iteration 11Q: 3 clusters Score -2769806 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2770383.750000 Penalty: 3295.391357
	Iteration 12Q: 3 clusters Score -2770384 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2770811.250000 Penalty: 3295.391357
	Iteration 13Q: 3 clusters Score -2770811 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2771157.750000 Penalty: 3295.391357
	Iteration 14Q: 3 clusters Score -2771158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2771433.750000 Penalty: 3295.391357
	Iteration 15Q: 3 clusters Score -2771434 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2771717.000000 Penalty: 3295.391357
	Iteration 16Q: 3 clusters Score -2771717 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2771997.750000 Penalty: 3295.391357
	Iteration 17Q: 3 clusters Score -2771998 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2772287.500000 Penalty: 3295.391357
	Iteration 18Q: 3 clusters Score -2772288 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2772599.000000 Penalty: 3295.391357
	Iteration 19Q: 3 clusters Score -2772599 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2772908.000000 Penalty: 3295.391357
	Iteration 20F: 3 clusters Score -2772908 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2773195.500000 Penalty: 3295.391357
	Iteration 21Q: 3 clusters Score -2773196 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2773428.250000 Penalty: 3295.391357
	Iteration 22Q: 3 clusters Score -2773428 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2773649.750000 Penalty: 3295.391357
	Iteration 23Q: 3 clusters Score -2773650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2773769.500000 Penalty: 3295.391357
	Iteration 24Q: 3 clusters Score -2773770 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2773884.500000 Penalty: 3295.391357
	Iteration 25Q: 3 clusters Score -2773884 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2773977.500000 Penalty: 3295.391357
	Iteration 26Q: 3 clusters Score -2773978 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2774057.000000 Penalty: 3295.391357
	Iteration 27Q: 3 clusters Score -2774057 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2774120.250000 Penalty: 3295.391357
	Iteration 28Q: 3 clusters Score -2774120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2774149.250000 Penalty: 3295.391357
	Iteration 29Q: 3 clusters Score -2774149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2774182.750000 Penalty: 3295.391357
	Iteration 30Q: 3 clusters Score -2774183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2774216.000000 Penalty: 3295.391357
	Iteration 31Q: 3 clusters Score -2774216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2774242.500000 Penalty: 3295.391357
	Iteration 32Q: 3 clusters Score -2774242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2774270.750000 Penalty: 3295.391357
	Iteration 33Q: 3 clusters Score -2774271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2774288.000000 Penalty: 3295.391357
	Iteration 34Q: 3 clusters Score -2774288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2774293.000000 Penalty: 3295.391357
	Iteration 35Q: 3 clusters Score -2774293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2774314.500000 Penalty: 3295.391357
	Iteration 36Q: 3 clusters Score -2774314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2774333.750000 Penalty: 3295.391357
	Iteration 37Q: 3 clusters Score -2774334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2774349.000000 Penalty: 3295.391357
	Iteration 38Q: 3 clusters Score -2774349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2774355.000000 Penalty: 3295.391357
	Iteration 39Q: 3 clusters Score -2774355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2774349.500000 Penalty: 3295.391357
	Iteration 40F: 3 clusters Score -2774350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2774359.000000 Penalty: 3295.391357
	Iteration 41Q: 3 clusters Score -2774359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2774364.250000 Penalty: 3295.391357
	Iteration 42Q: 3 clusters Score -2774364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2774367.750000 Penalty: 3295.391357
	Iteration 43Q: 3 clusters Score -2774368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2774380.500000 Penalty: 3295.391357
	Iteration 44Q: 3 clusters Score -2774380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2774382.500000 Penalty: 3295.391357
	Iteration 45Q: 3 clusters Score -2774382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2774390.000000 Penalty: 3295.391357
	Iteration 46Q: 3 clusters Score -2774390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2774395.250000 Penalty: 3295.391357
	Iteration 47Q: 3 clusters Score -2774395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2774398.750000 Penalty: 3295.391357
	Iteration 48Q: 3 clusters Score -2774399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2774393.750000 Penalty: 3295.391357
	Iteration 49Q: 3 clusters Score -2774394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2774396.250000 Penalty: 3295.391357
	Iteration 50Q: 3 clusters Score -2774396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2774404.000000 Penalty: 3295.391357
	Iteration 51Q: 3 clusters Score -2774404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2774413.250000 Penalty: 3295.391357
	Iteration 52Q: 3 clusters Score -2774413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2774416.750000 Penalty: 3295.391357
	Iteration 53Q: 3 clusters Score -2774417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2774419.250000 Penalty: 3295.391357
	Iteration 54Q: 3 clusters Score -2774419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2774421.250000 Penalty: 3295.391357
	Iteration 55Q: 3 clusters Score -2774421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2774419.500000 Penalty: 3295.391357
	Iteration 56Q: 3 clusters Score -2774420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2774418.000000 Penalty: 3295.391357
	Iteration 57Q: 3 clusters Score -2774418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2774419.750000 Penalty: 3295.391357
	Iteration 58Q: 3 clusters Score -2774420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2774422.750000 Penalty: 3295.391357
	Iteration 59Q: 3 clusters Score -2774423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2774421.750000 Penalty: 3295.391357
	Iteration 60F: 3 clusters Score -2774422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2774420.000000 Penalty: 3295.391357
	Iteration 61Q: 3 clusters Score -2774420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2774420.250000 Penalty: 3295.391357
	Iteration 62Q: 3 clusters Score -2774420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2774421.250000 Penalty: 3295.391357
	Iteration 63Q: 3 clusters Score -2774421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2774420.500000 Penalty: 3295.391357
	Iteration 64Q: 3 clusters Score -2774420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2774425.750000 Penalty: 3295.391357
	Iteration 65Q: 3 clusters Score -2774426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2774425.750000 Penalty: 3295.391357
	Iteration 66F: 3 clusters Score -2774426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Entering Unmasked Estep 
Score: -9673752.000000 Penalty: 1847.345703
	Iteration 0F: 2 clusters Score -9673752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -9615813.000000 Penalty: 3694.691406
	Iteration 0F: 3 clusters Score -9615813 nChanged 41200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -9639521.000000 Penalty: 3694.691406
	Iteration 1F: 3 clusters Score -9639521 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -9640067.000000 Penalty: 3694.691406
	Iteration 2Q: 3 clusters Score -9640067 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9640637.000000 Penalty: 3694.691406
	Iteration 3Q: 3 clusters Score -9640637 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -9641506.000000 Penalty: 3694.691406
	Iteration 4Q: 3 clusters Score -9641506 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -9642837.000000 Penalty: 3694.691406
	Iteration 5Q: 3 clusters Score -9642837 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -9644978.000000 Penalty: 3694.691406
	Iteration 6Q: 3 clusters Score -9644978 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9648618.000000 Penalty: 3694.691406
	Iteration 7F: 3 clusters Score -9648618 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -9653733.000000 Penalty: 3694.691406
	Iteration 8F: 3 clusters Score -9653733 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -9659834.000000 Penalty: 3694.691406
	Iteration 9F: 3 clusters Score -9659834 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -9665569.000000 Penalty: 3694.691406
	Iteration 10F: 3 clusters Score -9665569 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9669279.000000 Penalty: 3694.691406
	Iteration 11Q: 3 clusters Score -9669279 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9671073.000000 Penalty: 3694.691406
	Iteration 12Q: 3 clusters Score -9671073 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9671705.000000 Penalty: 3694.691406
	Iteration 13Q: 3 clusters Score -9671705 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9671920.000000 Penalty: 3694.691406
	Iteration 14Q: 3 clusters Score -9671920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9672023.000000 Penalty: 3694.691406
	Iteration 15Q: 3 clusters Score -9672023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9672078.000000 Penalty: 3694.691406
	Iteration 16Q: 3 clusters Score -9672078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9672115.000000 Penalty: 3694.691406
	Iteration 17Q: 3 clusters Score -9672115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9672124.000000 Penalty: 3694.691406
	Iteration 18Q: 3 clusters Score -9672124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9672147.000000 Penalty: 3694.691406
	Iteration 19Q: 3 clusters Score -9672147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9672156.000000 Penalty: 3694.691406
	Iteration 20F: 3 clusters Score -9672156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9672155.000000 Penalty: 3694.691406
	Iteration 21Q: 3 clusters Score -9672155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9672152.000000 Penalty: 3694.691406
	Iteration 22Q: 3 clusters Score -9672152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9672159.000000 Penalty: 3694.691406
	Iteration 23Q: 3 clusters Score -9672159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9672159.000000 Penalty: 3694.691406
	Iteration 24Q: 3 clusters Score -9672159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9672161.000000 Penalty: 3694.691406
	Iteration 25Q: 3 clusters Score -9672161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9672171.000000 Penalty: 3694.691406
	Iteration 26Q: 3 clusters Score -9672171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9672178.000000 Penalty: 3694.691406
	Iteration 27Q: 3 clusters Score -9672178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9672178.000000 Penalty: 3694.691406
	Iteration 28F: 3 clusters Score -9672178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1372666.000000 Penalty: 1526.456543
	Iteration 0F: 2 clusters Score -1372666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1364201.875000 Penalty: 3052.913086
	Iteration 0F: 3 clusters Score -1364202 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1366957.125000 Penalty: 3052.913086
	Iteration 1F: 3 clusters Score -1366957 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1367169.375000 Penalty: 3052.913086
	Iteration 2F: 3 clusters Score -1367169 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1367381.500000 Penalty: 3052.913086
	Iteration 3Q: 3 clusters Score -1367382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1367610.625000 Penalty: 3052.913086
	Iteration 4Q: 3 clusters Score -1367611 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1367840.750000 Penalty: 3052.913086
	Iteration 5Q: 3 clusters Score -1367841 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1368068.375000 Penalty: 3052.913086
	Iteration 6Q: 3 clusters Score -1368068 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1368308.500000 Penalty: 3052.913086
	Iteration 7Q: 3 clusters Score -1368308 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1368591.625000 Penalty: 3052.913086
	Iteration 8Q: 3 clusters Score -1368592 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1368887.750000 Penalty: 3052.913086
	Iteration 9Q: 3 clusters Score -1368888 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1369214.750000 Penalty: 3052.913086
	Iteration 10Q: 3 clusters Score -1369215 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1369554.875000 Penalty: 3052.913086
	Iteration 11Q: 3 clusters Score -1369555 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1369837.500000 Penalty: 3052.913086
	Iteration 12Q: 3 clusters Score -1369838 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1370027.125000 Penalty: 3052.913086
	Iteration 13Q: 3 clusters Score -1370027 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1370140.000000 Penalty: 3052.913086
	Iteration 14Q: 3 clusters Score -1370140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1370208.875000 Penalty: 3052.913086
	Iteration 15Q: 3 clusters Score -1370209 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1370250.250000 Penalty: 3052.913086
	Iteration 16Q: 3 clusters Score -1370250 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1370282.625000 Penalty: 3052.913086
	Iteration 17Q: 3 clusters Score -1370283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1370296.625000 Penalty: 3052.913086
	Iteration 18Q: 3 clusters Score -1370297 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1370307.750000 Penalty: 3052.913086
	Iteration 19Q: 3 clusters Score -1370308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1370323.625000 Penalty: 3052.913086
	Iteration 20F: 3 clusters Score -1370324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1370345.375000 Penalty: 3052.913086
	Iteration 21Q: 3 clusters Score -1370345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1370357.000000 Penalty: 3052.913086
	Iteration 22Q: 3 clusters Score -1370357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1370371.625000 Penalty: 3052.913086
	Iteration 23Q: 3 clusters Score -1370372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1370384.250000 Penalty: 3052.913086
	Iteration 24Q: 3 clusters Score -1370384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1370398.500000 Penalty: 3052.913086
	Iteration 25Q: 3 clusters Score -1370398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1370409.875000 Penalty: 3052.913086
	Iteration 26Q: 3 clusters Score -1370410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1370415.875000 Penalty: 3052.913086
	Iteration 27Q: 3 clusters Score -1370416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1370427.000000 Penalty: 3052.913086
	Iteration 28Q: 3 clusters Score -1370427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1370441 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1370445 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1370452.875000 Penalty: 3052.913086
	Iteration 31Q: 3 clusters Score -1370453 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1370462.625000 Penalty: 3052.913086
	Iteration 32Q: 3 clusters Score -1370463 nChanged 51
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Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1370466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1370471.625000 Penalty: 3052.913086
	Iteration 34Q: 3 clusters Score -1370472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1370480.375000 Penalty: 3052.913086
	Iteration 35Q: 3 clusters Score -1370480 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1370483.500000 Penalty: 3052.913086
	Iteration 36Q: 3 clusters Score -1370484 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1370484.500000 Penalty: 3052.913086
	Iteration 37Q: 3 clusters Score -1370484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1370487.875000 Penalty: 3052.913086
	Iteration 38Q: 3 clusters Score -1370488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1370490.750000 Penalty: 3052.913086
	Iteration 39Q: 3 clusters Score -1370491 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1370493.000000 Penalty: 3052.913086
	Iteration 40F: 3 clusters Score -1370493 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1370494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1370493.875000 Penalty: 3052.913086
	Iteration 42Q: 3 clusters Score -1370494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1370495.750000 Penalty: 3052.913086
	Iteration 43Q: 3 clusters Score -1370496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1370494.625000 Penalty: 3052.913086
	Iteration 44Q: 3 clusters Score -1370495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1370493.625000 Penalty: 3052.913086
	Iteration 45Q: 3 clusters Score -1370494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1370497.000000 Penalty: 3052.913086
	Iteration 46Q: 3 clusters Score -1370497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1370499.125000 Penalty: 3052.913086
	Iteration 47Q: 3 clusters Score -1370499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1370503.875000 Penalty: 3052.913086
	Iteration 48Q: 3 clusters Score -1370504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1370503.875000 Penalty: 3052.913086
	Iteration 49Q: 3 clusters Score -1370504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1370504.625000 Penalty: 3052.913086
	Iteration 50Q: 3 clusters Score -1370505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1370502.500000 Penalty: 3052.913086
	Iteration 51Q: 3 clusters Score -1370502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1370508.625000 Penalty: 3052.913086
	Iteration 52Q: 3 clusters Score -1370509 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1370508.500000 Penalty: 3052.913086
	Iteration 53Q: 3 clusters Score -1370508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1370511.375000 Penalty: 3052.913086
	Iteration 54Q: 3 clusters Score -1370511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1370515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1370516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1370514.750000 Penalty: 3052.913086
	Iteration 57Q: 3 clusters Score -1370515 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1370526.625000 Penalty: 3052.913086
	Iteration 58Q: 3 clusters Score -1370527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1370527 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1370529.125000 Penalty: 3052.913086
	Iteration 60F: 3 clusters Score -1370529 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1370531.500000 Penalty: 3052.913086
	Iteration 61Q: 3 clusters Score -1370532 nChanged 23
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1370534.625000 Penalty: 3052.913086
	Iteration 62Q: 3 clusters Score -1370535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1370536.375000 Penalty: 3052.913086
	Iteration 63Q: 3 clusters Score -1370536 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1370542 nChanged 35
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Mstep: Class 1 contains 5406 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1370550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1370551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1370553.000000 Penalty: 3052.913086
	Iteration 67Q: 3 clusters Score -1370553 nChanged 26
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Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1370558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1370562.000000 Penalty: 3052.913086
	Iteration 69Q: 3 clusters Score -1370562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1370562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1370561.000000 Penalty: 3052.913086
	Iteration 71Q: 3 clusters Score -1370561 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1370563.250000 Penalty: 3052.913086
	Iteration 72Q: 3 clusters Score -1370563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1370564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1370563.750000 Penalty: 3052.913086
	Iteration 74Q: 3 clusters Score -1370564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1370565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1370572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1370572 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1370576 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1370588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1370589.250000 Penalty: 3052.913086
	Iteration 80F: 3 clusters Score -1370589 nChanged 53
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Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1370600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1370609.625000 Penalty: 3052.913086
	Iteration 82Q: 3 clusters Score -1370610 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1370620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1370636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1370642.500000 Penalty: 3052.913086
	Iteration 85Q: 3 clusters Score -1370642 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1370651.875000 Penalty: 3052.913086
	Iteration 86Q: 3 clusters Score -1370652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1370659.000000 Penalty: 3052.913086
	Iteration 87Q: 3 clusters Score -1370659 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1370673 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1370689.250000 Penalty: 3052.913086
	Iteration 89Q: 3 clusters Score -1370689 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1370704.875000 Penalty: 3052.913086
	Iteration 90Q: 3 clusters Score -1370705 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1370730 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1370752.750000 Penalty: 3052.913086
	Iteration 92Q: 3 clusters Score -1370753 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1370776.250000 Penalty: 3052.913086
	Iteration 93Q: 3 clusters Score -1370776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1370803.750000 Penalty: 3052.913086
	Iteration 94Q: 3 clusters Score -1370804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1370830 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1370840 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1370864.625000 Penalty: 3052.913086
	Iteration 97Q: 3 clusters Score -1370865 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1370878.750000 Penalty: 3052.913086
	Iteration 98Q: 3 clusters Score -1370879 nChanged 73
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1370898.750000 Penalty: 3052.913086
	Iteration 99Q: 3 clusters Score -1370899 nChanged 81
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Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1370921.625000 Penalty: 3052.913086
	Iteration 100F: 3 clusters Score -1370922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1370941.500000 Penalty: 3052.913086
	Iteration 101Q: 3 clusters Score -1370942 nChanged 84
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Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1370962.000000 Penalty: 3052.913086
	Iteration 102Q: 3 clusters Score -1370962 nChanged 79
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Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1370979.625000 Penalty: 3052.913086
	Iteration 103Q: 3 clusters Score -1370980 nChanged 67
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Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1370996 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1371013.875000 Penalty: 3052.913086
	Iteration 105Q: 3 clusters Score -1371014 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1371033.000000 Penalty: 3052.913086
	Iteration 106Q: 3 clusters Score -1371033 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1371050 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1371063.000000 Penalty: 3052.913086
	Iteration 108Q: 3 clusters Score -1371063 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1371076.000000 Penalty: 3052.913086
	Iteration 109Q: 3 clusters Score -1371076 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1371090.625000 Penalty: 3052.913086
	Iteration 110Q: 3 clusters Score -1371091 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1371104.875000 Penalty: 3052.913086
	Iteration 111Q: 3 clusters Score -1371105 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1371120.750000 Penalty: 3052.913086
	Iteration 112Q: 3 clusters Score -1371121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1371133.750000 Penalty: 3052.913086
	Iteration 113Q: 3 clusters Score -1371134 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1371149.750000 Penalty: 3052.913086
	Iteration 114Q: 3 clusters Score -1371150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1371164.500000 Penalty: 3052.913086
	Iteration 115Q: 3 clusters Score -1371164 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1371182.500000 Penalty: 3052.913086
	Iteration 116Q: 3 clusters Score -1371182 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1371195.000000 Penalty: 3052.913086
	Iteration 117Q: 3 clusters Score -1371195 nChanged 45
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Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1371206.875000 Penalty: 3052.913086
	Iteration 118Q: 3 clusters Score -1371207 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1371213.500000 Penalty: 3052.913086
	Iteration 119Q: 3 clusters Score -1371214 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1371226.750000 Penalty: 3052.913086
	Iteration 120F: 3 clusters Score -1371227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1371241.000000 Penalty: 3052.913086
	Iteration 121Q: 3 clusters Score -1371241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1371256.250000 Penalty: 3052.913086
	Iteration 122Q: 3 clusters Score -1371256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1371263.125000 Penalty: 3052.913086
	Iteration 123Q: 3 clusters Score -1371263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1371272.125000 Penalty: 3052.913086
	Iteration 124Q: 3 clusters Score -1371272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1371286.125000 Penalty: 3052.913086
	Iteration 125Q: 3 clusters Score -1371286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1371296.500000 Penalty: 3052.913086
	Iteration 126Q: 3 clusters Score -1371296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1371306.875000 Penalty: 3052.913086
	Iteration 127Q: 3 clusters Score -1371307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1371316.625000 Penalty: 3052.913086
	Iteration 128Q: 3 clusters Score -1371317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1371330.000000 Penalty: 3052.913086
	Iteration 129Q: 3 clusters Score -1371330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1371346.875000 Penalty: 3052.913086
	Iteration 130Q: 3 clusters Score -1371347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1371355.875000 Penalty: 3052.913086
	Iteration 131Q: 3 clusters Score -1371356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1371356.875000 Penalty: 3052.913086
	Iteration 132Q: 3 clusters Score -1371357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1371365.875000 Penalty: 3052.913086
	Iteration 133Q: 3 clusters Score -1371366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1371373.250000 Penalty: 3052.913086
	Iteration 134Q: 3 clusters Score -1371373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1371378.375000 Penalty: 3052.913086
	Iteration 135Q: 3 clusters Score -1371378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1371392.375000 Penalty: 3052.913086
	Iteration 136Q: 3 clusters Score -1371392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1371407.125000 Penalty: 3052.913086
	Iteration 137Q: 3 clusters Score -1371407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1371419.375000 Penalty: 3052.913086
	Iteration 138Q: 3 clusters Score -1371419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1371423.625000 Penalty: 3052.913086
	Iteration 139Q: 3 clusters Score -1371424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1371429.375000 Penalty: 3052.913086
	Iteration 140F: 3 clusters Score -1371429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1371445.500000 Penalty: 3052.913086
	Iteration 141Q: 3 clusters Score -1371446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1371454.500000 Penalty: 3052.913086
	Iteration 142Q: 3 clusters Score -1371454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1371460.500000 Penalty: 3052.913086
	Iteration 143Q: 3 clusters Score -1371460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1371461.750000 Penalty: 3052.913086
	Iteration 144Q: 3 clusters Score -1371462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1371460.875000 Penalty: 3052.913086
	Iteration 145Q: 3 clusters Score -1371461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1371465.375000 Penalty: 3052.913086
	Iteration 146Q: 3 clusters Score -1371465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1371466.125000 Penalty: 3052.913086
	Iteration 147Q: 3 clusters Score -1371466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1371468.000000 Penalty: 3052.913086
	Iteration 148Q: 3 clusters Score -1371468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1371466.250000 Penalty: 3052.913086
	Iteration 149Q: 3 clusters Score -1371466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1371468.500000 Penalty: 3052.913086
	Iteration 150Q: 3 clusters Score -1371468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1371472.875000 Penalty: 3052.913086
	Iteration 151Q: 3 clusters Score -1371473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1371473.125000 Penalty: 3052.913086
	Iteration 152Q: 3 clusters Score -1371473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1371472.375000 Penalty: 3052.913086
	Iteration 153Q: 3 clusters Score -1371472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1371471.625000 Penalty: 3052.913086
	Iteration 154Q: 3 clusters Score -1371472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1371473.500000 Penalty: 3052.913086
	Iteration 155Q: 3 clusters Score -1371474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1371472.000000 Penalty: 3052.913086
	Iteration 156Q: 3 clusters Score -1371472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1371472.250000 Penalty: 3052.913086
	Iteration 157Q: 3 clusters Score -1371472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1371472.375000 Penalty: 3052.913086
	Iteration 158Q: 3 clusters Score -1371472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1371472.875000 Penalty: 3052.913086
	Iteration 159Q: 3 clusters Score -1371473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1371475.625000 Penalty: 3052.913086
	Iteration 160F: 3 clusters Score -1371476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1371472.625000 Penalty: 3052.913086
	Iteration 161Q: 3 clusters Score -1371473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1371475.500000 Penalty: 3052.913086
	Iteration 162Q: 3 clusters Score -1371476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1371476.375000 Penalty: 3052.913086
	Iteration 163Q: 3 clusters Score -1371476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1371474.000000 Penalty: 3052.913086
	Iteration 164Q: 3 clusters Score -1371474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1371473.250000 Penalty: 3052.913086
	Iteration 165Q: 3 clusters Score -1371473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1371475.750000 Penalty: 3052.913086
	Iteration 166Q: 3 clusters Score -1371476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1371474.875000 Penalty: 3052.913086
	Iteration 167Q: 3 clusters Score -1371475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1371474.875000 Penalty: 3052.913086
	Iteration 168F: 3 clusters Score -1371475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113338 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147152 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740516.000000 Penalty: 38844.917969
Iteration 199Q: 19 clusters Score -6.474052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113336 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147154 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740532.000000 Penalty: 38844.917969
Iteration 200F: 19 clusters Score -6.474053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70039 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113334 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147156 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740524.000000 Penalty: 38844.917969
Iteration 201Q: 19 clusters Score -6.474052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113333 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147158 members 
Mstep: Class 12 contains 55756 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740516.000000 Penalty: 38844.917969
Iteration 202Q: 19 clusters Score -6.474052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113331 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147158 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25329 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740536.000000 Penalty: 38844.917969
Iteration 203Q: 19 clusters Score -6.474054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 70038 members 
Mstep: Class 3 contains 51227 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 144 members 
Mstep: Class 8 contains 113331 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 147158 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 25329 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64740536.000000 Penalty: 38844.917969
Iteration 204F: 19 clusters Score -6.474054e+07 nChanged 0
Entering ConstructFrom: 
Score: -64740536.000000 Penalty: 38844.917969
Entering ConstructFrom: 
Trying to split cluster 1 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -132280.906250 Penalty: 1152.408081
	Iteration 0F: 2 clusters Score -132280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -130691.789062 Penalty: 2304.816162
	Iteration 0F: 3 clusters Score -130691.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130976.023438 Penalty: 2304.816162
	Iteration 1F: 3 clusters Score -130976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131036.937500 Penalty: 2304.816162
	Iteration 2F: 3 clusters Score -131036.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131065.328125 Penalty: 2304.816162
	Iteration 3Q: 3 clusters Score -131065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131091.078125 Penalty: 2304.816162
	Iteration 4Q: 3 clusters Score -131091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131107.890625 Penalty: 2304.816162
	Iteration 5Q: 3 clusters Score -131107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131123.281250 Penalty: 2304.816162
	Iteration 6Q: 3 clusters Score -131123.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131140.625000 Penalty: 2304.816162
	Iteration 7Q: 3 clusters Score -131140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131157.703125 Penalty: 2304.816162
	Iteration 8Q: 3 clusters Score -131157.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131164.359375 Penalty: 2304.816162
	Iteration 9Q: 3 clusters Score -131164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131170.375000 Penalty: 2304.816162
	Iteration 10Q: 3 clusters Score -131170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131176.734375 Penalty: 2304.816162
	Iteration 11Q: 3 clusters Score -131176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131178.343750 Penalty: 2304.816162
	Iteration 12Q: 3 clusters Score -131178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131180.921875 Penalty: 2304.816162
	Iteration 13Q: 3 clusters Score -131180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131182.859375 Penalty: 2304.816162
	Iteration 14Q: 3 clusters Score -131182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131183.859375 Penalty: 2304.816162
	Iteration 15Q: 3 clusters Score -131183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131183.859375 Penalty: 2304.816162
	Iteration 16F: 3 clusters Score -131183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Entering Unmasked Estep 
Score: -7966164.000000 Penalty: 1812.979004
	Iteration 0F: 2 clusters Score -7966164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -7919144.000000 Penalty: 3625.958008
	Iteration 0F: 3 clusters Score -7919144 nChanged 33234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7938136.000000 Penalty: 3625.958008
	Iteration 1F: 3 clusters Score -7938136 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7938678.000000 Penalty: 3625.958008
	Iteration 2Q: 3 clusters Score -7938678 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -7939253.000000 Penalty: 3625.958008
	Iteration 3Q: 3 clusters Score -7939253 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7939929.000000 Penalty: 3625.958008
	Iteration 4Q: 3 clusters Score -7939929 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7940750.000000 Penalty: 3625.958008
	Iteration 5Q: 3 clusters Score -7940750 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -7941554.500000 Penalty: 3625.958008
	Iteration 6Q: 3 clusters Score -7941554 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -7942518.500000 Penalty: 3625.958008
	Iteration 7Q: 3 clusters Score -7942518 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7943525.500000 Penalty: 3625.958008
	Iteration 8Q: 3 clusters Score -7943526 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7944908.500000 Penalty: 3625.958008
	Iteration 9Q: 3 clusters Score -7944908 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -7946539.500000 Penalty: 3625.958008
	Iteration 10Q: 3 clusters Score -7946540 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -7948307.500000 Penalty: 3625.958008
	Iteration 11Q: 3 clusters Score -7948308 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -7950321.000000 Penalty: 3625.958008
	Iteration 12Q: 3 clusters Score -7950321 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7952169.500000 Penalty: 3625.958008
	Iteration 13Q: 3 clusters Score -7952170 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -7953897.500000 Penalty: 3625.958008
	Iteration 14Q: 3 clusters Score -7953898 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -7955362.500000 Penalty: 3625.958008
	Iteration 15Q: 3 clusters Score -7955362 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7956641.000000 Penalty: 3625.958008
	Iteration 16Q: 3 clusters Score -7956641 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -7957825.000000 Penalty: 3625.958008
	Iteration 17Q: 3 clusters Score -7957825 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -7958923.500000 Penalty: 3625.958008
	Iteration 18Q: 3 clusters Score -7958924 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -7960029.000000 Penalty: 3625.958008
	Iteration 19Q: 3 clusters Score -7960029 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -7961092.000000 Penalty: 3625.958008
	Iteration 20F: 3 clusters Score -7961092 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -7961984.000000 Penalty: 3625.958008
	Iteration 21Q: 3 clusters Score -7961984 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -7962787.000000 Penalty: 3625.958008
	Iteration 22Q: 3 clusters Score -7962787 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -7963419.500000 Penalty: 3625.958008
	Iteration 23Q: 3 clusters Score -7963420 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -7963840.000000 Penalty: 3625.958008
	Iteration 24Q: 3 clusters Score -7963840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -7964129.500000 Penalty: 3625.958008
	Iteration 25Q: 3 clusters Score -7964130 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -7964296.000000 Penalty: 3625.958008
	Iteration 26Q: 3 clusters Score -7964296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -7964410.000000 Penalty: 3625.958008
	Iteration 27Q: 3 clusters Score -7964410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -7964498.500000 Penalty: 3625.958008
	Iteration 28Q: 3 clusters Score -7964498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -7964539.500000 Penalty: 3625.958008
	Iteration 29Q: 3 clusters Score -7964540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -7964561.500000 Penalty: 3625.958008
	Iteration 30Q: 3 clusters Score -7964562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -7964587.000000 Penalty: 3625.958008
	Iteration 31Q: 3 clusters Score -7964587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -7964598.000000 Penalty: 3625.958008
	Iteration 32Q: 3 clusters Score -7964598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -7964601.000000 Penalty: 3625.958008
	Iteration 33Q: 3 clusters Score -7964601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -7964604.000000 Penalty: 3625.958008
	Iteration 34Q: 3 clusters Score -7964604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -7964606.500000 Penalty: 3625.958008
	Iteration 35Q: 3 clusters Score -7964606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -7964606.500000 Penalty: 3625.958008
	Iteration 36Q: 3 clusters Score -7964606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -7964611.500000 Penalty: 3625.958008
	Iteration 37Q: 3 clusters Score -7964612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -7964608.000000 Penalty: 3625.958008
	Iteration 38Q: 3 clusters Score -7964608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -7964606.000000 Penalty: 3625.958008
	Iteration 39Q: 3 clusters Score -7964606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -7964607.500000 Penalty: 3625.958008
	Iteration 40F: 3 clusters Score -7964608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -7964610.000000 Penalty: 3625.958008
	Iteration 41Q: 3 clusters Score -7964610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -7964614.000000 Penalty: 3625.958008
	Iteration 42Q: 3 clusters Score -7964614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -7964610.000000 Penalty: 3625.958008
	Iteration 43Q: 3 clusters Score -7964610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -7964609.500000 Penalty: 3625.958008
	Iteration 44Q: 3 clusters Score -7964610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -7964610.000000 Penalty: 3625.958008
	Iteration 45Q: 3 clusters Score -7964610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -7964611.500000 Penalty: 3625.958008
	Iteration 46Q: 3 clusters Score -7964612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -7964616.500000 Penalty: 3625.958008
	Iteration 47Q: 3 clusters Score -7964616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -7964616.500000 Penalty: 3625.958008
	Iteration 48Q: 3 clusters Score -7964616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -7964624.000000 Penalty: 3625.958008
	Iteration 49Q: 3 clusters Score -7964624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -7964617.000000 Penalty: 3625.958008
	Iteration 50Q: 3 clusters Score -7964617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -7964617.000000 Penalty: 3625.958008
	Iteration 51F: 3 clusters Score -7964617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Entering Unmasked Estep 
Score: -5837864.500000 Penalty: 1762.153564
	Iteration 0F: 2 clusters Score -5837864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5803430.500000 Penalty: 3524.307129
	Iteration 0F: 3 clusters Score -5803430 nChanged 24070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5817458.500000 Penalty: 3524.307129
	Iteration 1F: 3 clusters Score -5817458 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5818183.500000 Penalty: 3524.307129
	Iteration 2Q: 3 clusters Score -5818184 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5819154.000000 Penalty: 3524.307129
	Iteration 3Q: 3 clusters Score -5819154 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5820500.500000 Penalty: 3524.307129
	Iteration 4F: 3 clusters Score -5820500 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -5822540.500000 Penalty: 3524.307129
	Iteration 5F: 3 clusters Score -5822540 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5825407.500000 Penalty: 3524.307129
	Iteration 6F: 3 clusters Score -5825408 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -5828934.000000 Penalty: 3524.307129
	Iteration 7F: 3 clusters Score -5828934 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5831968.500000 Penalty: 3524.307129
	Iteration 8F: 3 clusters Score -5831968 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5833460.500000 Penalty: 3524.307129
	Iteration 9Q: 3 clusters Score -5833460 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -5834001.000000 Penalty: 3524.307129
	Iteration 10Q: 3 clusters Score -5834001 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5834320.500000 Penalty: 3524.307129
	Iteration 11Q: 3 clusters Score -5834320 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5834525.000000 Penalty: 3524.307129
	Iteration 12Q: 3 clusters Score -5834525 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5834675.500000 Penalty: 3524.307129
	Iteration 13Q: 3 clusters Score -5834676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -5834812.500000 Penalty: 3524.307129
	Iteration 14Q: 3 clusters Score -5834812 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5834965.500000 Penalty: 3524.307129
	Iteration 15Q: 3 clusters Score -5834966 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5835143.500000 Penalty: 3524.307129
	Iteration 16Q: 3 clusters Score -5835144 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -5835289.500000 Penalty: 3524.307129
	Iteration 17Q: 3 clusters Score -5835290 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -5835353.500000 Penalty: 3524.307129
	Iteration 18Q: 3 clusters Score -5835354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5835420.500000 Penalty: 3524.307129
	Iteration 19Q: 3 clusters Score -5835420 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5835516.500000 Penalty: 3524.307129
	Iteration 20F: 3 clusters Score -5835516 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -5835641.500000 Penalty: 3524.307129
	Iteration 21Q: 3 clusters Score -5835642 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -5835701.000000 Penalty: 3524.307129
	Iteration 22Q: 3 clusters Score -5835701 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -5835779.000000 Penalty: 3524.307129
	Iteration 23Q: 3 clusters Score -5835779 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5835847.500000 Penalty: 3524.307129
	Iteration 24Q: 3 clusters Score -5835848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5835887.000000 Penalty: 3524.307129
	Iteration 25Q: 3 clusters Score -5835887 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5835945.000000 Penalty: 3524.307129
	Iteration 26Q: 3 clusters Score -5835945 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -5836004.500000 Penalty: 3524.307129
	Iteration 27Q: 3 clusters Score -5836004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -5836081.000000 Penalty: 3524.307129
	Iteration 28Q: 3 clusters Score -5836081 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -5836132.000000 Penalty: 3524.307129
	Iteration 29Q: 3 clusters Score -5836132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -5836183.500000 Penalty: 3524.307129
	Iteration 30Q: 3 clusters Score -5836184 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -5836253.500000 Penalty: 3524.307129
	Iteration 31Q: 3 clusters Score -5836254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -5836287.500000 Penalty: 3524.307129
	Iteration 32Q: 3 clusters Score -5836288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -5836346.500000 Penalty: 3524.307129
	Iteration 33Q: 3 clusters Score -5836346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -5836401.000000 Penalty: 3524.307129
	Iteration 34Q: 3 clusters Score -5836401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -5836422.500000 Penalty: 3524.307129
	Iteration 35Q: 3 clusters Score -5836422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -5836449.500000 Penalty: 3524.307129
	Iteration 36Q: 3 clusters Score -5836450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -5836484.500000 Penalty: 3524.307129
	Iteration 37Q: 3 clusters Score -5836484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -5836520.000000 Penalty: 3524.307129
	Iteration 38Q: 3 clusters Score -5836520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -5836548.000000 Penalty: 3524.307129
	Iteration 39Q: 3 clusters Score -5836548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -5836561.500000 Penalty: 3524.307129
	Iteration 40F: 3 clusters Score -5836562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -5836572.500000 Penalty: 3524.307129
	Iteration 41Q: 3 clusters Score -5836572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -5836592.500000 Penalty: 3524.307129
	Iteration 42Q: 3 clusters Score -5836592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -5836594.500000 Penalty: 3524.307129
	Iteration 43Q: 3 clusters Score -5836594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -5836598.500000 Penalty: 3524.307129
	Iteration 44Q: 3 clusters Score -5836598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -5836616.000000 Penalty: 3524.307129
	Iteration 45Q: 3 clusters Score -5836616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -5836620.500000 Penalty: 3524.307129
	Iteration 46Q: 3 clusters Score -5836620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -5836632.000000 Penalty: 3524.307129
	Iteration 47Q: 3 clusters Score -5836632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -5836642.500000 Penalty: 3524.307129
	Iteration 48Q: 3 clusters Score -5836642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -5836649.500000 Penalty: 3524.307129
	Iteration 49Q: 3 clusters Score -5836650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5836658.000000 Penalty: 3524.307129
	Iteration 50Q: 3 clusters Score -5836658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -5836661.000000 Penalty: 3524.307129
	Iteration 51Q: 3 clusters Score -5836661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -5836663.000000 Penalty: 3524.307129
	Iteration 52Q: 3 clusters Score -5836663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -5836668.500000 Penalty: 3524.307129
	Iteration 53Q: 3 clusters Score -5836668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -5836667.500000 Penalty: 3524.307129
	Iteration 54Q: 3 clusters Score -5836668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5836667.000000 Penalty: 3524.307129
	Iteration 55Q: 3 clusters Score -5836667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -5836666.000000 Penalty: 3524.307129
	Iteration 56Q: 3 clusters Score -5836666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -5836665.000000 Penalty: 3524.307129
	Iteration 57Q: 3 clusters Score -5836665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -5836666.500000 Penalty: 3524.307129
	Iteration 58Q: 3 clusters Score -5836666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -5836670.000000 Penalty: 3524.307129
	Iteration 59Q: 3 clusters Score -5836670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -5836676.500000 Penalty: 3524.307129
	Iteration 60F: 3 clusters Score -5836676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -5836677.000000 Penalty: 3524.307129
	Iteration 61Q: 3 clusters Score -5836677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -5836687.000000 Penalty: 3524.307129
	Iteration 62Q: 3 clusters Score -5836687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -5836698.000000 Penalty: 3524.307129
	Iteration 63Q: 3 clusters Score -5836698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -5836689.000000 Penalty: 3524.307129
	Iteration 64Q: 3 clusters Score -5836689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -5836688.500000 Penalty: 3524.307129
	Iteration 65Q: 3 clusters Score -5836688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -5836694.500000 Penalty: 3524.307129
	Iteration 66Q: 3 clusters Score -5836694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -5836698.000000 Penalty: 3524.307129
	Iteration 67Q: 3 clusters Score -5836698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -5836696.000000 Penalty: 3524.307129
	Iteration 68Q: 3 clusters Score -5836696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -5836702.500000 Penalty: 3524.307129
	Iteration 69Q: 3 clusters Score -5836702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5836702.000000 Penalty: 3524.307129
	Iteration 70Q: 3 clusters Score -5836702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -5836700.500000 Penalty: 3524.307129
	Iteration 71Q: 3 clusters Score -5836700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -5836704.000000 Penalty: 3524.307129
	Iteration 72Q: 3 clusters Score -5836704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -5836700.000000 Penalty: 3524.307129
	Iteration 73Q: 3 clusters Score -5836700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -5836700.500000 Penalty: 3524.307129
	Iteration 74Q: 3 clusters Score -5836700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -5836701.000000 Penalty: 3524.307129
	Iteration 75Q: 3 clusters Score -5836701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -5836700.500000 Penalty: 3524.307129
	Iteration 76Q: 3 clusters Score -5836700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -5836701.000000 Penalty: 3524.307129
	Iteration 77Q: 3 clusters Score -5836701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -5836704.000000 Penalty: 3524.307129
	Iteration 78Q: 3 clusters Score -5836704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -5836701.000000 Penalty: 3524.307129
	Iteration 79Q: 3 clusters Score -5836701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -5836703.000000 Penalty: 3524.307129
	Iteration 80F: 3 clusters Score -5836703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -5836704.000000 Penalty: 3524.307129
	Iteration 81Q: 3 clusters Score -5836704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -5836702.500000 Penalty: 3524.307129
	Iteration 82Q: 3 clusters Score -5836702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -5836706.000000 Penalty: 3524.307129
	Iteration 83Q: 3 clusters Score -5836706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5836710.000000 Penalty: 3524.307129
	Iteration 84Q: 3 clusters Score -5836710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -5836704.500000 Penalty: 3524.307129
	Iteration 85Q: 3 clusters Score -5836704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5836704.500000 Penalty: 3524.307129
	Iteration 86Q: 3 clusters Score -5836704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -5836707.000000 Penalty: 3524.307129
	Iteration 87Q: 3 clusters Score -5836707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5836703.000000 Penalty: 3524.307129
	Iteration 88Q: 3 clusters Score -5836703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -5836701.500000 Penalty: 3524.307129
	Iteration 89Q: 3 clusters Score -5836702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5836700.000000 Penalty: 3524.307129
	Iteration 90Q: 3 clusters Score -5836700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -5836700.000000 Penalty: 3524.307129
	Iteration 91F: 3 clusters Score -5836700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -161670.703125 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -161670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159864.500000 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -159864.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -160178.031250 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -160178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160263.937500 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -160263.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160313.765625 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -160313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160370.953125 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -160371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160403.140625 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -160403.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160427.312500 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -160427.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160446.421875 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -160446.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160460.265625 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -160460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -160468.359375 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -160468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160471.828125 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -160471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160475.109375 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -160475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -160478.671875 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -160478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160480.750000 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -160480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160481.156250 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -160481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -160482.234375 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -160482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -160482.718750 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -160482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160483.625000 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -160483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160484.234375 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -160484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160484.843750 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -160484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -160486.453125 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -160486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160487.890625 Penalty: 2381.314941
	Iteration 21Q: 3 clusters Score -160487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -160488.203125 Penalty: 2381.314941
	Iteration 22Q: 3 clusters Score -160488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160489.187500 Penalty: 2381.314941
	Iteration 23Q: 3 clusters Score -160489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160489.687500 Penalty: 2381.314941
	Iteration 24Q: 3 clusters Score -160489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160490.640625 Penalty: 2381.314941
	Iteration 25Q: 3 clusters Score -160490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160491.562500 Penalty: 2381.314941
	Iteration 26Q: 3 clusters Score -160491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160493.078125 Penalty: 2381.314941
	Iteration 27Q: 3 clusters Score -160493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160496.578125 Penalty: 2381.314941
	Iteration 28Q: 3 clusters Score -160496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160498.234375 Penalty: 2381.314941
	Iteration 29Q: 3 clusters Score -160498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160500.531250 Penalty: 2381.314941
	Iteration 30Q: 3 clusters Score -160500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160501.015625 Penalty: 2381.314941
	Iteration 31Q: 3 clusters Score -160501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160501.781250 Penalty: 2381.314941
	Iteration 32Q: 3 clusters Score -160501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160502.906250 Penalty: 2381.314941
	Iteration 33Q: 3 clusters Score -160502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160503.953125 Penalty: 2381.314941
	Iteration 34Q: 3 clusters Score -160504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160504.281250 Penalty: 2381.314941
	Iteration 35Q: 3 clusters Score -160504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160504.281250 Penalty: 2381.314941
	Iteration 36F: 3 clusters Score -160504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -185253.031250 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -185253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -183391.531250 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -183391.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183710.203125 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -183710.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183784.703125 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -183784.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -183818.984375 Penalty: 2392.240479
	Iteration 3Q: 3 clusters Score -183819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183843.406250 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -183843.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183864.312500 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -183864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183877.750000 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -183877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -183889.890625 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -183889.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183901.828125 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -183901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183908.531250 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -183908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183915.546875 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -183915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183919.312500 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -183919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183923.015625 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -183923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183925.781250 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -183925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183926.937500 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -183926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183928.156250 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -183928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183928.656250 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -183928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183930.093750 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -183930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183932.265625 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -183932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183933.500000 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -183933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183934.546875 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -183934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183935.343750 Penalty: 2392.240479
	Iteration 21Q: 3 clusters Score -183935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183935.937500 Penalty: 2392.240479
	Iteration 22Q: 3 clusters Score -183935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183937.140625 Penalty: 2392.240479
	Iteration 23Q: 3 clusters Score -183937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -183937.984375 Penalty: 2392.240479
	Iteration 24Q: 3 clusters Score -183938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183938.546875 Penalty: 2392.240479
	Iteration 25Q: 3 clusters Score -183938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -183940.703125 Penalty: 2392.240479
	Iteration 26Q: 3 clusters Score -183940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183942.046875 Penalty: 2392.240479
	Iteration 27Q: 3 clusters Score -183942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183943.250000 Penalty: 2392.240479
	Iteration 28Q: 3 clusters Score -183943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183943.250000 Penalty: 2392.240479
	Iteration 29F: 3 clusters Score -183943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Entering Unmasked Estep 
Score: -795663.562500 Penalty: 1439.623535
	Iteration 0F: 2 clusters Score -795663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -790355.625000 Penalty: 2879.247070
	Iteration 0F: 3 clusters Score -790355.6 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -791914.937500 Penalty: 2879.247070
	Iteration 1F: 3 clusters Score -791914.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -792079.437500 Penalty: 2879.247070
	Iteration 2F: 3 clusters Score -792079.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -792198.687500 Penalty: 2879.247070
	Iteration 3Q: 3 clusters Score -792198.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -792294.250000 Penalty: 2879.247070
	Iteration 4Q: 3 clusters Score -792294.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -792363.562500 Penalty: 2879.247070
	Iteration 5Q: 3 clusters Score -792363.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -792419.125000 Penalty: 2879.247070
	Iteration 6Q: 3 clusters Score -792419.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -792471.000000 Penalty: 2879.247070
	Iteration 7Q: 3 clusters Score -792471 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -792517.937500 Penalty: 2879.247070
	Iteration 8Q: 3 clusters Score -792517.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -792558.437500 Penalty: 2879.247070
	Iteration 9Q: 3 clusters Score -792558.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -792608.625000 Penalty: 2879.247070
	Iteration 10Q: 3 clusters Score -792608.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -792679.375000 Penalty: 2879.247070
	Iteration 11Q: 3 clusters Score -792679.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -792751.437500 Penalty: 2879.247070
	Iteration 12Q: 3 clusters Score -792751.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -792824.187500 Penalty: 2879.247070
	Iteration 13Q: 3 clusters Score -792824.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -792928.562500 Penalty: 2879.247070
	Iteration 14Q: 3 clusters Score -792928.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -793050.187500 Penalty: 2879.247070
	Iteration 15Q: 3 clusters Score -793050.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -793223.375000 Penalty: 2879.247070
	Iteration 16Q: 3 clusters Score -793223.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -793442.312500 Penalty: 2879.247070
	Iteration 17Q: 3 clusters Score -793442.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -793657.187500 Penalty: 2879.247070
	Iteration 18Q: 3 clusters Score -793657.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -793822.125000 Penalty: 2879.247070
	Iteration 19Q: 3 clusters Score -793822.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -793980.125000 Penalty: 2879.247070
	Iteration 20F: 3 clusters Score -793980.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -794105.937500 Penalty: 2879.247070
	Iteration 21Q: 3 clusters Score -794105.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -794201.000000 Penalty: 2879.247070
	Iteration 22Q: 3 clusters Score -794201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -794278.562500 Penalty: 2879.247070
	Iteration 23Q: 3 clusters Score -794278.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -794317.687500 Penalty: 2879.247070
	Iteration 24Q: 3 clusters Score -794317.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -794353.000000 Penalty: 2879.247070
	Iteration 25Q: 3 clusters Score -794353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -794379.562500 Penalty: 2879.247070
	Iteration 26Q: 3 clusters Score -794379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -794395.875000 Penalty: 2879.247070
	Iteration 27Q: 3 clusters Score -794395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -794406.875000 Penalty: 2879.247070
	Iteration 28Q: 3 clusters Score -794406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -794411.187500 Penalty: 2879.247070
	Iteration 29Q: 3 clusters Score -794411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -794415.250000 Penalty: 2879.247070
	Iteration 30Q: 3 clusters Score -794415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -794418.812500 Penalty: 2879.247070
	Iteration 31Q: 3 clusters Score -794418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -794418.562500 Penalty: 2879.247070
	Iteration 32Q: 3 clusters Score -794418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -794418.562500 Penalty: 2879.247070
	Iteration 33F: 3 clusters Score -794418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -11705.959961 Penalty: 807.594666
	Iteration 0F: 2 clusters Score -11705.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11056.655273 Penalty: 1615.189331
	Iteration 0F: 3 clusters Score -11056.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11179.887695 Penalty: 1615.189331
	Iteration 1F: 3 clusters Score -11179.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11201.021484 Penalty: 1615.189331
	Iteration 2Q: 3 clusters Score -11201.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11201.021484 Penalty: 1615.189331
	Iteration 3F: 3 clusters Score -11201.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Entering Unmasked Estep 
Score: -12781658.000000 Penalty: 1891.186035
	Iteration 0F: 2 clusters Score -1.278166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -12708718.000000 Penalty: 3782.372070
	Iteration 0F: 3 clusters Score -1.270872e+07 nChanged 54207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -12740441.000000 Penalty: 3782.372070
	Iteration 1F: 3 clusters Score -1.274044e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -12741587.000000 Penalty: 3782.372070
	Iteration 2Q: 3 clusters Score -1.274159e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -12743441.000000 Penalty: 3782.372070
	Iteration 3Q: 3 clusters Score -1.274344e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -12746739.000000 Penalty: 3782.372070
	Iteration 4F: 3 clusters Score -1.274674e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -12752648.000000 Penalty: 3782.372070
	Iteration 5F: 3 clusters Score -1.275265e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -12760711.000000 Penalty: 3782.372070
	Iteration 6F: 3 clusters Score -1.276071e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -12769080.000000 Penalty: 3782.372070
	Iteration 7F: 3 clusters Score -1.276908e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -12774856.000000 Penalty: 3782.372070
	Iteration 8F: 3 clusters Score -1.277486e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12777681.000000 Penalty: 3782.372070
	Iteration 9Q: 3 clusters Score -1.277768e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -12778955.000000 Penalty: 3782.372070
	Iteration 10Q: 3 clusters Score -1.277896e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12779391.000000 Penalty: 3782.372070
	Iteration 11Q: 3 clusters Score -1.277939e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12779646.000000 Penalty: 3782.372070
	Iteration 12Q: 3 clusters Score -1.277965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12779757.000000 Penalty: 3782.372070
	Iteration 13Q: 3 clusters Score -1.277976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12779800.000000 Penalty: 3782.372070
	Iteration 14Q: 3 clusters Score -1.27798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112922 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12779833.000000 Penalty: 3782.372070
	Iteration 15Q: 3 clusters Score -1.277983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12779856.000000 Penalty: 3782.372070
	Iteration 16Q: 3 clusters Score -1.277986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12779869.000000 Penalty: 3782.372070
	Iteration 17Q: 3 clusters Score -1.277987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12779896.000000 Penalty: 3782.372070
	Iteration 18Q: 3 clusters Score -1.27799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12779926.000000 Penalty: 3782.372070
	Iteration 19Q: 3 clusters Score -1.277993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12779937.000000 Penalty: 3782.372070
	Iteration 20F: 3 clusters Score -1.277994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12779942.000000 Penalty: 3782.372070
	Iteration 21Q: 3 clusters Score -1.277994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12779933.000000 Penalty: 3782.372070
	Iteration 22Q: 3 clusters Score -1.277993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12779935.000000 Penalty: 3782.372070
	Iteration 23Q: 3 clusters Score -1.277994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12779940.000000 Penalty: 3782.372070
	Iteration 24Q: 3 clusters Score -1.277994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12779932.000000 Penalty: 3782.372070
	Iteration 25Q: 3 clusters Score -1.277993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12779940.000000 Penalty: 3782.372070
	Iteration 26Q: 3 clusters Score -1.277994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12779944.000000 Penalty: 3782.372070
	Iteration 27Q: 3 clusters Score -1.277994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12779946.000000 Penalty: 3782.372070
	Iteration 28Q: 3 clusters Score -1.277995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12779941.000000 Penalty: 3782.372070
	Iteration 29Q: 3 clusters Score -1.277994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12779949.000000 Penalty: 3782.372070
	Iteration 30Q: 3 clusters Score -1.277995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12779946.000000 Penalty: 3782.372070
	Iteration 31Q: 3 clusters Score -1.277995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12779954.000000 Penalty: 3782.372070
	Iteration 32Q: 3 clusters Score -1.277995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12779954.000000 Penalty: 3782.372070
	Iteration 33Q: 3 clusters Score -1.277995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12779957.000000 Penalty: 3782.372070
	Iteration 34Q: 3 clusters Score -1.277996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12779957.000000 Penalty: 3782.372070
	Iteration 35Q: 3 clusters Score -1.277996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12779957.000000 Penalty: 3782.372070
	Iteration 36F: 3 clusters Score -1.277996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -242792.546875 Penalty: 1257.645874
	Iteration 0F: 2 clusters Score -242792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -240507.937500 Penalty: 2515.291748
	Iteration 0F: 3 clusters Score -240507.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241062.593750 Penalty: 2515.291748
	Iteration 1F: 3 clusters Score -241062.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -241234.812500 Penalty: 2515.291748
	Iteration 2F: 3 clusters Score -241234.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -241336.578125 Penalty: 2515.291748
	Iteration 3F: 3 clusters Score -241336.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -241406.500000 Penalty: 2515.291748
	Iteration 4Q: 3 clusters Score -241406.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -241450.625000 Penalty: 2515.291748
	Iteration 5Q: 3 clusters Score -241450.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -241473.078125 Penalty: 2515.291748
	Iteration 6Q: 3 clusters Score -241473.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -241489.343750 Penalty: 2515.291748
	Iteration 7Q: 3 clusters Score -241489.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -241500.312500 Penalty: 2515.291748
	Iteration 8Q: 3 clusters Score -241500.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241510.234375 Penalty: 2515.291748
	Iteration 9Q: 3 clusters Score -241510.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -241517.968750 Penalty: 2515.291748
	Iteration 10Q: 3 clusters Score -241518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -241523.125000 Penalty: 2515.291748
	Iteration 11Q: 3 clusters Score -241523.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -241530.390625 Penalty: 2515.291748
	Iteration 12Q: 3 clusters Score -241530.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -241538.109375 Penalty: 2515.291748
	Iteration 13Q: 3 clusters Score -241538.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -241543.625000 Penalty: 2515.291748
	Iteration 14Q: 3 clusters Score -241543.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -241549.125000 Penalty: 2515.291748
	Iteration 15Q: 3 clusters Score -241549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -241555.765625 Penalty: 2515.291748
	Iteration 16Q: 3 clusters Score -241555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -241560.171875 Penalty: 2515.291748
	Iteration 17Q: 3 clusters Score -241560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -241564.687500 Penalty: 2515.291748
	Iteration 18Q: 3 clusters Score -241564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -241567.171875 Penalty: 2515.291748
	Iteration 19Q: 3 clusters Score -241567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241573.703125 Penalty: 2515.291748
	Iteration 20F: 3 clusters Score -241573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -241580.625000 Penalty: 2515.291748
	Iteration 21Q: 3 clusters Score -241580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -241587.718750 Penalty: 2515.291748
	Iteration 22Q: 3 clusters Score -241587.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -241593.843750 Penalty: 2515.291748
	Iteration 23Q: 3 clusters Score -241593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -241598.812500 Penalty: 2515.291748
	Iteration 24Q: 3 clusters Score -241598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -241603.515625 Penalty: 2515.291748
	Iteration 25Q: 3 clusters Score -241603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -241608.500000 Penalty: 2515.291748
	Iteration 26Q: 3 clusters Score -241608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -241616.046875 Penalty: 2515.291748
	Iteration 27Q: 3 clusters Score -241616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -241626.000000 Penalty: 2515.291748
	Iteration 28Q: 3 clusters Score -241626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -241632.078125 Penalty: 2515.291748
	Iteration 29Q: 3 clusters Score -241632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -241637.671875 Penalty: 2515.291748
	Iteration 30Q: 3 clusters Score -241637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -241648.312500 Penalty: 2515.291748
	Iteration 31Q: 3 clusters Score -241648.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -241654.203125 Penalty: 2515.291748
	Iteration 32Q: 3 clusters Score -241654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -241660.343750 Penalty: 2515.291748
	Iteration 33Q: 3 clusters Score -241660.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -241667.609375 Penalty: 2515.291748
	Iteration 34Q: 3 clusters Score -241667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -241675.187500 Penalty: 2515.291748
	Iteration 35Q: 3 clusters Score -241675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -241684.812500 Penalty: 2515.291748
	Iteration 36Q: 3 clusters Score -241684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -241694.421875 Penalty: 2515.291748
	Iteration 37Q: 3 clusters Score -241694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -241705.843750 Penalty: 2515.291748
	Iteration 38Q: 3 clusters Score -241705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -241713.953125 Penalty: 2515.291748
	Iteration 39Q: 3 clusters Score -241714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -241724.718750 Penalty: 2515.291748
	Iteration 40F: 3 clusters Score -241724.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -241741.375000 Penalty: 2515.291748
	Iteration 41Q: 3 clusters Score -241741.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -241755.359375 Penalty: 2515.291748
	Iteration 42Q: 3 clusters Score -241755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -241769.093750 Penalty: 2515.291748
	Iteration 43Q: 3 clusters Score -241769.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -241788.468750 Penalty: 2515.291748
	Iteration 44Q: 3 clusters Score -241788.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -241811.984375 Penalty: 2515.291748
	Iteration 45Q: 3 clusters Score -241812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -241832.500000 Penalty: 2515.291748
	Iteration 46Q: 3 clusters Score -241832.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -241846.843750 Penalty: 2515.291748
	Iteration 47Q: 3 clusters Score -241846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -241854.656250 Penalty: 2515.291748
	Iteration 48Q: 3 clusters Score -241854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -241862.046875 Penalty: 2515.291748
	Iteration 49Q: 3 clusters Score -241862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -241870.437500 Penalty: 2515.291748
	Iteration 50Q: 3 clusters Score -241870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -241887.640625 Penalty: 2515.291748
	Iteration 51Q: 3 clusters Score -241887.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -241901.171875 Penalty: 2515.291748
	Iteration 52Q: 3 clusters Score -241901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -241906.750000 Penalty: 2515.291748
	Iteration 53Q: 3 clusters Score -241906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -241911.343750 Penalty: 2515.291748
	Iteration 54Q: 3 clusters Score -241911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -241917.796875 Penalty: 2515.291748
	Iteration 55Q: 3 clusters Score -241917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -241920.109375 Penalty: 2515.291748
	Iteration 56Q: 3 clusters Score -241920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -241922.687500 Penalty: 2515.291748
	Iteration 57Q: 3 clusters Score -241922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -241923.781250 Penalty: 2515.291748
	Iteration 58Q: 3 clusters Score -241923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -241924.765625 Penalty: 2515.291748
	Iteration 59Q: 3 clusters Score -241924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -241925.671875 Penalty: 2515.291748
	Iteration 60F: 3 clusters Score -241925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -253355.109375 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -253355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251129.609375 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -251129.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251628.000000 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -251628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251714.171875 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -251714.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -251765.046875 Penalty: 2500.529541
	Iteration 3Q: 3 clusters Score -251765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -251797.234375 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -251797.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -251818.687500 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -251818.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -251835.937500 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -251835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -251846.125000 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -251846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -251853.921875 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -251853.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -251862.984375 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -251863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -251877.656250 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -251877.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -251887.625000 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -251887.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251894.625000 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -251894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -251899.406250 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -251899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -251905.031250 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -251905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -251910.953125 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -251911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -251914.609375 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -251914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -251916.812500 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -251916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -251920.625000 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -251920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -251924.375000 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -251924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -251929.546875 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -251929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251933.031250 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -251933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -251935.437500 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -251935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -251936.156250 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -251936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251938.015625 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -251938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251938.609375 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -251938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251939.640625 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -251939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251940.859375 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -251940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -251944.093750 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -251944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -251946.796875 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -251946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -251948.453125 Penalty: 2500.529541
	Iteration 30Q: 3 clusters Score -251948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251949.343750 Penalty: 2500.529541
	Iteration 31Q: 3 clusters Score -251949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251949.343750 Penalty: 2500.529541
	Iteration 32F: 3 clusters Score -251949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (147158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Entering Unmasked Estep 
Score: -16529895.000000 Penalty: 1933.630127
	Iteration 0F: 2 clusters Score -1.65299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -16437721.000000 Penalty: 3867.260254
	Iteration 0F: 3 clusters Score -1.643772e+07 nChanged 71009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -16479884.000000 Penalty: 3867.260254
	Iteration 1F: 3 clusters Score -1.647988e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -16481646.000000 Penalty: 3867.260254
	Iteration 2Q: 3 clusters Score -1.648165e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -16484198.000000 Penalty: 3867.260254
	Iteration 3Q: 3 clusters Score -1.64842e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -16488318.000000 Penalty: 3867.260254
	Iteration 4F: 3 clusters Score -1.648832e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -16494568.000000 Penalty: 3867.260254
	Iteration 5F: 3 clusters Score -1.649457e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -16502272.000000 Penalty: 3867.260254
	Iteration 6F: 3 clusters Score -1.650227e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -16509113.000000 Penalty: 3867.260254
	Iteration 7F: 3 clusters Score -1.650911e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -16512713.000000 Penalty: 3867.260254
	Iteration 8F: 3 clusters Score -1.651271e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -16513997.000000 Penalty: 3867.260254
	Iteration 9Q: 3 clusters Score -1.6514e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -16514647.000000 Penalty: 3867.260254
	Iteration 10Q: 3 clusters Score -1.651465e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -16515205.000000 Penalty: 3867.260254
	Iteration 11Q: 3 clusters Score -1.65152e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -16515911.000000 Penalty: 3867.260254
	Iteration 12Q: 3 clusters Score -1.651591e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -16516674.000000 Penalty: 3867.260254
	Iteration 13Q: 3 clusters Score -1.651667e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -16517430.000000 Penalty: 3867.260254
	Iteration 14Q: 3 clusters Score -1.651743e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -16518112.000000 Penalty: 3867.260254
	Iteration 15Q: 3 clusters Score -1.651811e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -16518702.000000 Penalty: 3867.260254
	Iteration 16Q: 3 clusters Score -1.65187e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -16519440.000000 Penalty: 3867.260254
	Iteration 17Q: 3 clusters Score -1.651944e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112440 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -16519972.000000 Penalty: 3867.260254
	Iteration 18Q: 3 clusters Score -1.651997e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -16520546.000000 Penalty: 3867.260254
	Iteration 19Q: 3 clusters Score -1.652055e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -16521139.000000 Penalty: 3867.260254
	Iteration 20F: 3 clusters Score -1.652114e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -16521725.000000 Penalty: 3867.260254
	Iteration 21Q: 3 clusters Score -1.652172e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -16522257.000000 Penalty: 3867.260254
	Iteration 22Q: 3 clusters Score -1.652226e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120472 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -16522683.000000 Penalty: 3867.260254
	Iteration 23Q: 3 clusters Score -1.652268e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -16522967.000000 Penalty: 3867.260254
	Iteration 24Q: 3 clusters Score -1.652297e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -16523413.000000 Penalty: 3867.260254
	Iteration 25Q: 3 clusters Score -1.652341e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -16523826.000000 Penalty: 3867.260254
	Iteration 26Q: 3 clusters Score -1.652383e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -16524136.000000 Penalty: 3867.260254
	Iteration 27Q: 3 clusters Score -1.652414e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127762 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -16524298.000000 Penalty: 3867.260254
	Iteration 28Q: 3 clusters Score -1.65243e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -16524472.000000 Penalty: 3867.260254
	Iteration 29Q: 3 clusters Score -1.652447e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -16524729.000000 Penalty: 3867.260254
	Iteration 30Q: 3 clusters Score -1.652473e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131504 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -16524919.000000 Penalty: 3867.260254
	Iteration 31Q: 3 clusters Score -1.652492e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -16525210.000000 Penalty: 3867.260254
	Iteration 32Q: 3 clusters Score -1.652521e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133773 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -16525476.000000 Penalty: 3867.260254
	Iteration 33Q: 3 clusters Score -1.652548e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -16525779.000000 Penalty: 3867.260254
	Iteration 34Q: 3 clusters Score -1.652578e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -16525947.000000 Penalty: 3867.260254
	Iteration 35Q: 3 clusters Score -1.652595e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -16526239.000000 Penalty: 3867.260254
	Iteration 36Q: 3 clusters Score -1.652624e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -16526543.000000 Penalty: 3867.260254
	Iteration 37Q: 3 clusters Score -1.652654e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -16526863.000000 Penalty: 3867.260254
	Iteration 38Q: 3 clusters Score -1.652686e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139318 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -16527292.000000 Penalty: 3867.260254
	Iteration 39Q: 3 clusters Score -1.652729e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140024 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -16527738.000000 Penalty: 3867.260254
	Iteration 40F: 3 clusters Score -1.652774e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -16528164.000000 Penalty: 3867.260254
	Iteration 41Q: 3 clusters Score -1.652816e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -16528640.000000 Penalty: 3867.260254
	Iteration 42Q: 3 clusters Score -1.652864e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -16528923.000000 Penalty: 3867.260254
	Iteration 43Q: 3 clusters Score -1.652892e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -16529078.000000 Penalty: 3867.260254
	Iteration 44Q: 3 clusters Score -1.652908e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -16529185.000000 Penalty: 3867.260254
	Iteration 45Q: 3 clusters Score -1.652918e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -16529287.000000 Penalty: 3867.260254
	Iteration 46Q: 3 clusters Score -1.652929e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142259 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -16529331.000000 Penalty: 3867.260254
	Iteration 47Q: 3 clusters Score -1.652933e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -16529357.000000 Penalty: 3867.260254
	Iteration 48Q: 3 clusters Score -1.652936e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -16529370.000000 Penalty: 3867.260254
	Iteration 49Q: 3 clusters Score -1.652937e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -16529382.000000 Penalty: 3867.260254
	Iteration 50Q: 3 clusters Score -1.652938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142566 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -16529378.000000 Penalty: 3867.260254
	Iteration 51Q: 3 clusters Score -1.652938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -16529377.000000 Penalty: 3867.260254
	Iteration 52Q: 3 clusters Score -1.652938e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142680 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -16529370.000000 Penalty: 3867.260254
	Iteration 53Q: 3 clusters Score -1.652937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -16529392.000000 Penalty: 3867.260254
	Iteration 54Q: 3 clusters Score -1.652939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -16529374.000000 Penalty: 3867.260254
	Iteration 55Q: 3 clusters Score -1.652937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -16529379.000000 Penalty: 3867.260254
	Iteration 56Q: 3 clusters Score -1.652938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -16529390.000000 Penalty: 3867.260254
	Iteration 57Q: 3 clusters Score -1.652939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142822 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -16529406.000000 Penalty: 3867.260254
	Iteration 58Q: 3 clusters Score -1.652941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -16529411.000000 Penalty: 3867.260254
	Iteration 59Q: 3 clusters Score -1.652941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -16529412.000000 Penalty: 3867.260254
	Iteration 60F: 3 clusters Score -1.652941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142880 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -16529415.000000 Penalty: 3867.260254
	Iteration 61Q: 3 clusters Score -1.652942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -16529421.000000 Penalty: 3867.260254
	Iteration 62Q: 3 clusters Score -1.652942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -16529424.000000 Penalty: 3867.260254
	Iteration 63Q: 3 clusters Score -1.652942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -16529408.000000 Penalty: 3867.260254
	Iteration 64Q: 3 clusters Score -1.652941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -16529423.000000 Penalty: 3867.260254
	Iteration 65Q: 3 clusters Score -1.652942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -16529430.000000 Penalty: 3867.260254
	Iteration 66Q: 3 clusters Score -1.652943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -16529416.000000 Penalty: 3867.260254
	Iteration 67Q: 3 clusters Score -1.652942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -16529416.000000 Penalty: 3867.260254
	Iteration 68Q: 3 clusters Score -1.652942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -16529416.000000 Penalty: 3867.260254
	Iteration 69Q: 3 clusters Score -1.652942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -16529420.000000 Penalty: 3867.260254
	Iteration 70Q: 3 clusters Score -1.652942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16529411.000000 Penalty: 3867.260254
	Iteration 71Q: 3 clusters Score -1.652941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16529411.000000 Penalty: 3867.260254
	Iteration 72F: 3 clusters Score -1.652941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Entering Unmasked Estep 
Score: -6346416.000000 Penalty: 1775.923218
	Iteration 0F: 2 clusters Score -6346416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -6309401.000000 Penalty: 3551.846436
	Iteration 0F: 3 clusters Score -6309401 nChanged 26177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6324295.500000 Penalty: 3551.846436
	Iteration 1F: 3 clusters Score -6324296 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -6324839.000000 Penalty: 3551.846436
	Iteration 2Q: 3 clusters Score -6324839 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6325356.000000 Penalty: 3551.846436
	Iteration 3Q: 3 clusters Score -6325356 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -6325994.000000 Penalty: 3551.846436
	Iteration 4Q: 3 clusters Score -6325994 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -6326746.000000 Penalty: 3551.846436
	Iteration 5Q: 3 clusters Score -6326746 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -6327736.500000 Penalty: 3551.846436
	Iteration 6Q: 3 clusters Score -6327736 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -6328939.500000 Penalty: 3551.846436
	Iteration 7Q: 3 clusters Score -6328940 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -6330893.000000 Penalty: 3551.846436
	Iteration 8F: 3 clusters Score -6330893 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -6333494.000000 Penalty: 3551.846436
	Iteration 9F: 3 clusters Score -6333494 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6335960.000000 Penalty: 3551.846436
	Iteration 10F: 3 clusters Score -6335960 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -6337499.500000 Penalty: 3551.846436
	Iteration 11F: 3 clusters Score -6337500 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -6338144.000000 Penalty: 3551.846436
	Iteration 12Q: 3 clusters Score -6338144 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -6338449.500000 Penalty: 3551.846436
	Iteration 13Q: 3 clusters Score -6338450 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6338697.000000 Penalty: 3551.846436
	Iteration 14Q: 3 clusters Score -6338697 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -6338960.000000 Penalty: 3551.846436
	Iteration 15Q: 3 clusters Score -6338960 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -6339187.500000 Penalty: 3551.846436
	Iteration 16Q: 3 clusters Score -6339188 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -6339465.500000 Penalty: 3551.846436
	Iteration 17Q: 3 clusters Score -6339466 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6339665.500000 Penalty: 3551.846436
	Iteration 18Q: 3 clusters Score -6339666 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -6339846.000000 Penalty: 3551.846436
	Iteration 19Q: 3 clusters Score -6339846 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6340012.000000 Penalty: 3551.846436
	Iteration 20F: 3 clusters Score -6340012 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -6340178.500000 Penalty: 3551.846436
	Iteration 21Q: 3 clusters Score -6340178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -6340283.000000 Penalty: 3551.846436
	Iteration 22Q: 3 clusters Score -6340283 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6340380.500000 Penalty: 3551.846436
	Iteration 23Q: 3 clusters Score -6340380 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6340470.500000 Penalty: 3551.846436
	Iteration 24Q: 3 clusters Score -6340470 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -6340505.500000 Penalty: 3551.846436
	Iteration 25Q: 3 clusters Score -6340506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6340542.000000 Penalty: 3551.846436
	Iteration 26Q: 3 clusters Score -6340542 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -6340553.500000 Penalty: 3551.846436
	Iteration 27Q: 3 clusters Score -6340554 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6340587.000000 Penalty: 3551.846436
	Iteration 28Q: 3 clusters Score -6340587 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -6340603.500000 Penalty: 3551.846436
	Iteration 29Q: 3 clusters Score -6340604 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6340611.500000 Penalty: 3551.846436
	Iteration 30Q: 3 clusters Score -6340612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -6340625.500000 Penalty: 3551.846436
	Iteration 31Q: 3 clusters Score -6340626 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6340653.500000 Penalty: 3551.846436
	Iteration 32Q: 3 clusters Score -6340654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6340698.500000 Penalty: 3551.846436
	Iteration 33Q: 3 clusters Score -6340698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -6340717.000000 Penalty: 3551.846436
	Iteration 34Q: 3 clusters Score -6340717 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -6340742.500000 Penalty: 3551.846436
	Iteration 35Q: 3 clusters Score -6340742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -6340754.000000 Penalty: 3551.846436
	Iteration 36Q: 3 clusters Score -6340754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -6340769.500000 Penalty: 3551.846436
	Iteration 37Q: 3 clusters Score -6340770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -6340769.000000 Penalty: 3551.846436
	Iteration 38Q: 3 clusters Score -6340769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -6340789.000000 Penalty: 3551.846436
	Iteration 39Q: 3 clusters Score -6340789 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6340788.500000 Penalty: 3551.846436
	Iteration 40F: 3 clusters Score -6340788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6340802.500000 Penalty: 3551.846436
	Iteration 41Q: 3 clusters Score -6340802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6340822.000000 Penalty: 3551.846436
	Iteration 42Q: 3 clusters Score -6340822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6340804.500000 Penalty: 3551.846436
	Iteration 43Q: 3 clusters Score -6340804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -6340818.000000 Penalty: 3551.846436
	Iteration 44Q: 3 clusters Score -6340818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -6340842.000000 Penalty: 3551.846436
	Iteration 45Q: 3 clusters Score -6340842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6340855.500000 Penalty: 3551.846436
	Iteration 46Q: 3 clusters Score -6340856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6340860.500000 Penalty: 3551.846436
	Iteration 47Q: 3 clusters Score -6340860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -6340853.000000 Penalty: 3551.846436
	Iteration 48Q: 3 clusters Score -6340853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6340856.500000 Penalty: 3551.846436
	Iteration 49Q: 3 clusters Score -6340856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6340856.000000 Penalty: 3551.846436
	Iteration 50Q: 3 clusters Score -6340856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6340867.000000 Penalty: 3551.846436
	Iteration 51Q: 3 clusters Score -6340867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6340877.500000 Penalty: 3551.846436
	Iteration 52Q: 3 clusters Score -6340878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -6340874.000000 Penalty: 3551.846436
	Iteration 53Q: 3 clusters Score -6340874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -6340884.000000 Penalty: 3551.846436
	Iteration 54Q: 3 clusters Score -6340884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6340889.000000 Penalty: 3551.846436
	Iteration 55Q: 3 clusters Score -6340889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6340900.500000 Penalty: 3551.846436
	Iteration 56Q: 3 clusters Score -6340900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -6340922.500000 Penalty: 3551.846436
	Iteration 57Q: 3 clusters Score -6340922 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6340952.000000 Penalty: 3551.846436
	Iteration 58Q: 3 clusters Score -6340952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -6340941.500000 Penalty: 3551.846436
	Iteration 59Q: 3 clusters Score -6340942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6340955.500000 Penalty: 3551.846436
	Iteration 60F: 3 clusters Score -6340956 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6340967.500000 Penalty: 3551.846436
	Iteration 61Q: 3 clusters Score -6340968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -6341017.000000 Penalty: 3551.846436
	Iteration 62Q: 3 clusters Score -6341017 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -6341025.000000 Penalty: 3551.846436
	Iteration 63Q: 3 clusters Score -6341025 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6341049.500000 Penalty: 3551.846436
	Iteration 64Q: 3 clusters Score -6341050 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6341071.000000 Penalty: 3551.846436
	Iteration 65Q: 3 clusters Score -6341071 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -6341076.500000 Penalty: 3551.846436
	Iteration 66Q: 3 clusters Score -6341076 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6341114.000000 Penalty: 3551.846436
	Iteration 67Q: 3 clusters Score -6341114 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -6341139.000000 Penalty: 3551.846436
	Iteration 68Q: 3 clusters Score -6341139 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -6341167.500000 Penalty: 3551.846436
	Iteration 69Q: 3 clusters Score -6341168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6341213.000000 Penalty: 3551.846436
	Iteration 70Q: 3 clusters Score -6341213 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -6341232.000000 Penalty: 3551.846436
	Iteration 71Q: 3 clusters Score -6341232 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -6341251.500000 Penalty: 3551.846436
	Iteration 72Q: 3 clusters Score -6341252 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6341288.000000 Penalty: 3551.846436
	Iteration 73Q: 3 clusters Score -6341288 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6341356.500000 Penalty: 3551.846436
	Iteration 74Q: 3 clusters Score -6341356 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -6341365.000000 Penalty: 3551.846436
	Iteration 75Q: 3 clusters Score -6341365 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -6341436.000000 Penalty: 3551.846436
	Iteration 76Q: 3 clusters Score -6341436 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6341454.500000 Penalty: 3551.846436
	Iteration 77Q: 3 clusters Score -6341454 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -6341540.500000 Penalty: 3551.846436
	Iteration 78Q: 3 clusters Score -6341540 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -6341621.000000 Penalty: 3551.846436
	Iteration 79Q: 3 clusters Score -6341621 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -6341661.500000 Penalty: 3551.846436
	Iteration 80F: 3 clusters Score -6341662 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6341688.500000 Penalty: 3551.846436
	Iteration 81Q: 3 clusters Score -6341688 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -6341782.000000 Penalty: 3551.846436
	Iteration 82Q: 3 clusters Score -6341782 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6341856.000000 Penalty: 3551.846436
	Iteration 83Q: 3 clusters Score -6341856 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -6341893.500000 Penalty: 3551.846436
	Iteration 84Q: 3 clusters Score -6341894 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -6341913.500000 Penalty: 3551.846436
	Iteration 85Q: 3 clusters Score -6341914 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -6341916.500000 Penalty: 3551.846436
	Iteration 86Q: 3 clusters Score -6341916 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -6341959.000000 Penalty: 3551.846436
	Iteration 87Q: 3 clusters Score -6341959 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6341986.500000 Penalty: 3551.846436
	Iteration 88Q: 3 clusters Score -6341986 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -6342041.500000 Penalty: 3551.846436
	Iteration 89Q: 3 clusters Score -6342042 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6342102.500000 Penalty: 3551.846436
	Iteration 90Q: 3 clusters Score -6342102 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6342129.500000 Penalty: 3551.846436
	Iteration 91Q: 3 clusters Score -6342130 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -6342175.500000 Penalty: 3551.846436
	Iteration 92Q: 3 clusters Score -6342176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -6342229.500000 Penalty: 3551.846436
	Iteration 93Q: 3 clusters Score -6342230 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -6342297.000000 Penalty: 3551.846436
	Iteration 94Q: 3 clusters Score -6342297 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6342321.500000 Penalty: 3551.846436
	Iteration 95Q: 3 clusters Score -6342322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6342340.000000 Penalty: 3551.846436
	Iteration 96Q: 3 clusters Score -6342340 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -6342397.000000 Penalty: 3551.846436
	Iteration 97Q: 3 clusters Score -6342397 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -6342435.000000 Penalty: 3551.846436
	Iteration 98Q: 3 clusters Score -6342435 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -6342482.000000 Penalty: 3551.846436
	Iteration 99Q: 3 clusters Score -6342482 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -6342550.500000 Penalty: 3551.846436
	Iteration 100F: 3 clusters Score -6342550 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -6342581.500000 Penalty: 3551.846436
	Iteration 101Q: 3 clusters Score -6342582 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -6342620.500000 Penalty: 3551.846436
	Iteration 102Q: 3 clusters Score -6342620 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6342659.000000 Penalty: 3551.846436
	Iteration 103Q: 3 clusters Score -6342659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -6342720.000000 Penalty: 3551.846436
	Iteration 104Q: 3 clusters Score -6342720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -6342766.500000 Penalty: 3551.846436
	Iteration 105Q: 3 clusters Score -6342766 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -6342789.500000 Penalty: 3551.846436
	Iteration 106Q: 3 clusters Score -6342790 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -6342828.500000 Penalty: 3551.846436
	Iteration 107Q: 3 clusters Score -6342828 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -6342890.000000 Penalty: 3551.846436
	Iteration 108Q: 3 clusters Score -6342890 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -6342945.000000 Penalty: 3551.846436
	Iteration 109Q: 3 clusters Score -6342945 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -6343013.000000 Penalty: 3551.846436
	Iteration 110Q: 3 clusters Score -6343013 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -6343065.000000 Penalty: 3551.846436
	Iteration 111Q: 3 clusters Score -6343065 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -6343114.500000 Penalty: 3551.846436
	Iteration 112Q: 3 clusters Score -6343114 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6343147.000000 Penalty: 3551.846436
	Iteration 113Q: 3 clusters Score -6343147 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -6343198.000000 Penalty: 3551.846436
	Iteration 114Q: 3 clusters Score -6343198 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -6343285.000000 Penalty: 3551.846436
	Iteration 115Q: 3 clusters Score -6343285 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -6343328.500000 Penalty: 3551.846436
	Iteration 116Q: 3 clusters Score -6343328 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6343382.000000 Penalty: 3551.846436
	Iteration 117Q: 3 clusters Score -6343382 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -6343461.500000 Penalty: 3551.846436
	Iteration 118Q: 3 clusters Score -6343462 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -6343500.500000 Penalty: 3551.846436
	Iteration 119Q: 3 clusters Score -6343500 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6343557.500000 Penalty: 3551.846436
	Iteration 120F: 3 clusters Score -6343558 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -6343613.500000 Penalty: 3551.846436
	Iteration 121Q: 3 clusters Score -6343614 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -6343671.000000 Penalty: 3551.846436
	Iteration 122Q: 3 clusters Score -6343671 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6343729.500000 Penalty: 3551.846436
	Iteration 123Q: 3 clusters Score -6343730 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6343783.500000 Penalty: 3551.846436
	Iteration 124Q: 3 clusters Score -6343784 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -6343836.500000 Penalty: 3551.846436
	Iteration 125Q: 3 clusters Score -6343836 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -6343873.000000 Penalty: 3551.846436
	Iteration 126Q: 3 clusters Score -6343873 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6343915.000000 Penalty: 3551.846436
	Iteration 127Q: 3 clusters Score -6343915 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6343951.000000 Penalty: 3551.846436
	Iteration 128Q: 3 clusters Score -6343951 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -6343980.000000 Penalty: 3551.846436
	Iteration 129Q: 3 clusters Score -6343980 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6344034.500000 Penalty: 3551.846436
	Iteration 130Q: 3 clusters Score -6344034 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6344085.000000 Penalty: 3551.846436
	Iteration 131Q: 3 clusters Score -6344085 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -6344110.500000 Penalty: 3551.846436
	Iteration 132Q: 3 clusters Score -6344110 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -6344141.500000 Penalty: 3551.846436
	Iteration 133Q: 3 clusters Score -6344142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6344162.500000 Penalty: 3551.846436
	Iteration 134Q: 3 clusters Score -6344162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6344207.500000 Penalty: 3551.846436
	Iteration 135Q: 3 clusters Score -6344208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6344242.500000 Penalty: 3551.846436
	Iteration 136Q: 3 clusters Score -6344242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6344266.500000 Penalty: 3551.846436
	Iteration 137Q: 3 clusters Score -6344266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6344311.500000 Penalty: 3551.846436
	Iteration 138Q: 3 clusters Score -6344312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6344335.000000 Penalty: 3551.846436
	Iteration 139Q: 3 clusters Score -6344335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6344355.500000 Penalty: 3551.846436
	Iteration 140F: 3 clusters Score -6344356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6344388.500000 Penalty: 3551.846436
	Iteration 141Q: 3 clusters Score -6344388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6344404.000000 Penalty: 3551.846436
	Iteration 142Q: 3 clusters Score -6344404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6344429.000000 Penalty: 3551.846436
	Iteration 143Q: 3 clusters Score -6344429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6344443.500000 Penalty: 3551.846436
	Iteration 144Q: 3 clusters Score -6344444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6344467.000000 Penalty: 3551.846436
	Iteration 145Q: 3 clusters Score -6344467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6344483.000000 Penalty: 3551.846436
	Iteration 146Q: 3 clusters Score -6344483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6344497.000000 Penalty: 3551.846436
	Iteration 147Q: 3 clusters Score -6344497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6344529.500000 Penalty: 3551.846436
	Iteration 148Q: 3 clusters Score -6344530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6344553.500000 Penalty: 3551.846436
	Iteration 149Q: 3 clusters Score -6344554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6344568.000000 Penalty: 3551.846436
	Iteration 150Q: 3 clusters Score -6344568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6344590.000000 Penalty: 3551.846436
	Iteration 151Q: 3 clusters Score -6344590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6344618.500000 Penalty: 3551.846436
	Iteration 152Q: 3 clusters Score -6344618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6344630.500000 Penalty: 3551.846436
	Iteration 153Q: 3 clusters Score -6344630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6344654.500000 Penalty: 3551.846436
	Iteration 154Q: 3 clusters Score -6344654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6344667.500000 Penalty: 3551.846436
	Iteration 155Q: 3 clusters Score -6344668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6344676.000000 Penalty: 3551.846436
	Iteration 156Q: 3 clusters Score -6344676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6344694.500000 Penalty: 3551.846436
	Iteration 157Q: 3 clusters Score -6344694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6344717.000000 Penalty: 3551.846436
	Iteration 158Q: 3 clusters Score -6344717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6344731.000000 Penalty: 3551.846436
	Iteration 159Q: 3 clusters Score -6344731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6344744.500000 Penalty: 3551.846436
	Iteration 160F: 3 clusters Score -6344744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6344754.000000 Penalty: 3551.846436
	Iteration 161Q: 3 clusters Score -6344754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6344770.000000 Penalty: 3551.846436
	Iteration 162Q: 3 clusters Score -6344770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6344771.000000 Penalty: 3551.846436
	Iteration 163Q: 3 clusters Score -6344771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6344786.000000 Penalty: 3551.846436
	Iteration 164Q: 3 clusters Score -6344786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6344788.000000 Penalty: 3551.846436
	Iteration 165Q: 3 clusters Score -6344788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6344793.500000 Penalty: 3551.846436
	Iteration 166Q: 3 clusters Score -6344794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6344800.500000 Penalty: 3551.846436
	Iteration 167Q: 3 clusters Score -6344800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6344804.500000 Penalty: 3551.846436
	Iteration 168Q: 3 clusters Score -6344804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6344814.500000 Penalty: 3551.846436
	Iteration 169Q: 3 clusters Score -6344814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6344824.500000 Penalty: 3551.846436
	Iteration 170Q: 3 clusters Score -6344824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6344821.000000 Penalty: 3551.846436
	Iteration 171Q: 3 clusters Score -6344821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6344830.000000 Penalty: 3551.846436
	Iteration 172Q: 3 clusters Score -6344830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6344835.000000 Penalty: 3551.846436
	Iteration 173Q: 3 clusters Score -6344835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6344852.000000 Penalty: 3551.846436
	Iteration 174Q: 3 clusters Score -6344852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6344851.000000 Penalty: 3551.846436
	Iteration 175Q: 3 clusters Score -6344851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6344857.500000 Penalty: 3551.846436
	Iteration 176Q: 3 clusters Score -6344858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6344871.000000 Penalty: 3551.846436
	Iteration 177Q: 3 clusters Score -6344871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6344873.000000 Penalty: 3551.846436
	Iteration 178Q: 3 clusters Score -6344873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6344864.000000 Penalty: 3551.846436
	Iteration 179Q: 3 clusters Score -6344864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6344869.000000 Penalty: 3551.846436
	Iteration 180F: 3 clusters Score -6344869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6344873.000000 Penalty: 3551.846436
	Iteration 181Q: 3 clusters Score -6344873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6344882.500000 Penalty: 3551.846436
	Iteration 182Q: 3 clusters Score -6344882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6344888.000000 Penalty: 3551.846436
	Iteration 183Q: 3 clusters Score -6344888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6344880.000000 Penalty: 3551.846436
	Iteration 184Q: 3 clusters Score -6344880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6344885.500000 Penalty: 3551.846436
	Iteration 185Q: 3 clusters Score -6344886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6344889.500000 Penalty: 3551.846436
	Iteration 186Q: 3 clusters Score -6344890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6344891.000000 Penalty: 3551.846436
	Iteration 187Q: 3 clusters Score -6344891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6344891.000000 Penalty: 3551.846436
	Iteration 188F: 3 clusters Score -6344891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -190132.546875 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -190132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188189.750000 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -188189.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188571.890625 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -188571.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188667.437500 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -188667.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188717.734375 Penalty: 2429.116699
	Iteration 3Q: 3 clusters Score -188717.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188752.171875 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -188752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188786.937500 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -188786.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188820.531250 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -188820.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -188879.718750 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -188879.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -188936.578125 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -188936.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -189001.031250 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -189001 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189084.890625 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -189084.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189174.578125 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -189174.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -189272.000000 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -189272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -189375.156250 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -189375.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189437.453125 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -189437.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -189476.109375 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -189476.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -189508.171875 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -189508.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -189525.921875 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -189525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -189532.218750 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -189532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -189534.828125 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -189534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189536.421875 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -189536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189537.703125 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -189537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -189540.218750 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -189540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -189541.593750 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -189541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -189544.515625 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -189544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -189546.078125 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -189546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -189546.656250 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -189546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -189547.546875 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -189547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -189548.109375 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -189548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -189548.484375 Penalty: 2429.116699
	Iteration 29Q: 3 clusters Score -189548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -189548.484375 Penalty: 2429.116699
	Iteration 30F: 3 clusters Score -189548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -193779.843750 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -193779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -191831.203125 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -191831.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -192258.796875 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -192258.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192426.500000 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -192426.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -192567.484375 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -192567.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192695.234375 Penalty: 2436.952637
	Iteration 4F: 3 clusters Score -192695.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192829.718750 Penalty: 2436.952637
	Iteration 5F: 3 clusters Score -192829.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -192965.531250 Penalty: 2436.952637
	Iteration 6F: 3 clusters Score -192965.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193075.062500 Penalty: 2436.952637
	Iteration 7F: 3 clusters Score -193075.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -193139.250000 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -193139.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193173.781250 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -193173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -193197.187500 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -193197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193209.000000 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -193209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -193216.250000 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -193216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193223.281250 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -193223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193227.750000 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -193227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193232.531250 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -193232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193240.015625 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -193240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193247.546875 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -193247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -193251.921875 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -193251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193253.750000 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -193253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -193254.015625 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -193254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -193255.609375 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -193255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -193255.640625 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -193255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193257.000000 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -193257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193258.359375 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -193258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193259.468750 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -193259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193260.718750 Penalty: 2436.952637
	Iteration 26Q: 3 clusters Score -193260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193261.718750 Penalty: 2436.952637
	Iteration 27Q: 3 clusters Score -193261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193262.031250 Penalty: 2436.952637
	Iteration 28Q: 3 clusters Score -193262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193262.281250 Penalty: 2436.952637
	Iteration 29Q: 3 clusters Score -193262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193262.281250 Penalty: 2436.952637
	Iteration 30F: 3 clusters Score -193262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -514474.875000 Penalty: 1371.129028
	Iteration 0F: 2 clusters Score -514474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -510710.781250 Penalty: 2742.258057
	Iteration 0F: 3 clusters Score -510710.8 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -511746.937500 Penalty: 2742.258057
	Iteration 1F: 3 clusters Score -511746.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -511919.125000 Penalty: 2742.258057
	Iteration 2F: 3 clusters Score -511919.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -512047.375000 Penalty: 2742.258057
	Iteration 3F: 3 clusters Score -512047.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -512159.437500 Penalty: 2742.258057
	Iteration 4Q: 3 clusters Score -512159.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -512285.375000 Penalty: 2742.258057
	Iteration 5Q: 3 clusters Score -512285.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -512385.937500 Penalty: 2742.258057
	Iteration 6Q: 3 clusters Score -512385.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -512464.218750 Penalty: 2742.258057
	Iteration 7Q: 3 clusters Score -512464.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -512553.531250 Penalty: 2742.258057
	Iteration 8Q: 3 clusters Score -512553.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -512648.187500 Penalty: 2742.258057
	Iteration 9Q: 3 clusters Score -512648.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -512745.437500 Penalty: 2742.258057
	Iteration 10Q: 3 clusters Score -512745.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -512832.843750 Penalty: 2742.258057
	Iteration 11Q: 3 clusters Score -512832.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -512908.562500 Penalty: 2742.258057
	Iteration 12Q: 3 clusters Score -512908.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -512974.687500 Penalty: 2742.258057
	Iteration 13Q: 3 clusters Score -512974.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -513042.531250 Penalty: 2742.258057
	Iteration 14Q: 3 clusters Score -513042.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -513113.593750 Penalty: 2742.258057
	Iteration 15Q: 3 clusters Score -513113.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -513162.093750 Penalty: 2742.258057
	Iteration 16Q: 3 clusters Score -513162.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -513199.000000 Penalty: 2742.258057
	Iteration 17Q: 3 clusters Score -513199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -513241.437500 Penalty: 2742.258057
	Iteration 18Q: 3 clusters Score -513241.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -513282.656250 Penalty: 2742.258057
	Iteration 19Q: 3 clusters Score -513282.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -513311.968750 Penalty: 2742.258057
	Iteration 20F: 3 clusters Score -513312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -513338.843750 Penalty: 2742.258057
	Iteration 21Q: 3 clusters Score -513338.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -513353.000000 Penalty: 2742.258057
	Iteration 22Q: 3 clusters Score -513353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -513363.781250 Penalty: 2742.258057
	Iteration 23Q: 3 clusters Score -513363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -513367.812500 Penalty: 2742.258057
	Iteration 24Q: 3 clusters Score -513367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -513367.968750 Penalty: 2742.258057
	Iteration 25Q: 3 clusters Score -513368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -513369.406250 Penalty: 2742.258057
	Iteration 26Q: 3 clusters Score -513369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -513370.000000 Penalty: 2742.258057
	Iteration 27Q: 3 clusters Score -513370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -513370.125000 Penalty: 2742.258057
	Iteration 28Q: 3 clusters Score -513370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -513370.125000 Penalty: 2742.258057
	Iteration 29F: 3 clusters Score -513370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Entering Unmasked Estep 
Score: -2775779.250000 Penalty: 1647.702148
	Iteration 0F: 2 clusters Score -2775779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2758598.000000 Penalty: 3295.404297
	Iteration 0F: 3 clusters Score -2758598 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2764934.250000 Penalty: 3295.404297
	Iteration 1F: 3 clusters Score -2764934 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2765215.000000 Penalty: 3295.404297
	Iteration 2Q: 3 clusters Score -2765215 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2765473.500000 Penalty: 3295.404297
	Iteration 3Q: 3 clusters Score -2765474 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2765748.500000 Penalty: 3295.404297
	Iteration 4Q: 3 clusters Score -2765748 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2766044.000000 Penalty: 3295.404297
	Iteration 5Q: 3 clusters Score -2766044 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2766399.500000 Penalty: 3295.404297
	Iteration 6Q: 3 clusters Score -2766400 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2766894.500000 Penalty: 3295.404297
	Iteration 7Q: 3 clusters Score -2766894 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2767619.500000 Penalty: 3295.404297
	Iteration 8F: 3 clusters Score -2767620 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2768648.750000 Penalty: 3295.404297
	Iteration 9F: 3 clusters Score -2768649 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2769967.500000 Penalty: 3295.404297
	Iteration 10F: 3 clusters Score -2769968 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2771407.500000 Penalty: 3295.404297
	Iteration 11F: 3 clusters Score -2771408 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2772539.750000 Penalty: 3295.404297
	Iteration 12F: 3 clusters Score -2772540 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2773316.250000 Penalty: 3295.404297
	Iteration 13Q: 3 clusters Score -2773316 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2773785.000000 Penalty: 3295.404297
	Iteration 14Q: 3 clusters Score -2773785 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2774013.750000 Penalty: 3295.404297
	Iteration 15Q: 3 clusters Score -2774014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2774126.750000 Penalty: 3295.404297
	Iteration 16Q: 3 clusters Score -2774127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2774218.000000 Penalty: 3295.404297
	Iteration 17Q: 3 clusters Score -2774218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2774262.750000 Penalty: 3295.404297
	Iteration 18Q: 3 clusters Score -2774263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2774297.000000 Penalty: 3295.404297
	Iteration 19Q: 3 clusters Score -2774297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2774327.250000 Penalty: 3295.404297
	Iteration 20F: 3 clusters Score -2774327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2774345.750000 Penalty: 3295.404297
	Iteration 21Q: 3 clusters Score -2774346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2774362.750000 Penalty: 3295.404297
	Iteration 22Q: 3 clusters Score -2774363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2774375.000000 Penalty: 3295.404297
	Iteration 23Q: 3 clusters Score -2774375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2774393.250000 Penalty: 3295.404297
	Iteration 24Q: 3 clusters Score -2774393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2774402.250000 Penalty: 3295.404297
	Iteration 25Q: 3 clusters Score -2774402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -2774409.000000 Penalty: 3295.404297
	Iteration 26Q: 3 clusters Score -2774409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2774416.500000 Penalty: 3295.404297
	Iteration 27Q: 3 clusters Score -2774416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2774418.750000 Penalty: 3295.404297
	Iteration 28Q: 3 clusters Score -2774419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2774415.000000 Penalty: 3295.404297
	Iteration 29Q: 3 clusters Score -2774415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2774412.000000 Penalty: 3295.404297
	Iteration 30Q: 3 clusters Score -2774412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2774412.000000 Penalty: 3295.404297
	Iteration 31F: 3 clusters Score -2774412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Entering Unmasked Estep 
Score: -9673752.000000 Penalty: 1847.345703
	Iteration 0F: 2 clusters Score -9673752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -9615913.000000 Penalty: 3694.691406
	Iteration 0F: 3 clusters Score -9615913 nChanged 41312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -9640210.000000 Penalty: 3694.691406
	Iteration 1F: 3 clusters Score -9640210 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9641364.000000 Penalty: 3694.691406
	Iteration 2Q: 3 clusters Score -9641364 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -9643531.000000 Penalty: 3694.691406
	Iteration 3F: 3 clusters Score -9643531 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -9647792.000000 Penalty: 3694.691406
	Iteration 4F: 3 clusters Score -9647792 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -9654507.000000 Penalty: 3694.691406
	Iteration 5F: 3 clusters Score -9654507 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -9662499.000000 Penalty: 3694.691406
	Iteration 6F: 3 clusters Score -9662499 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -9668315.000000 Penalty: 3694.691406
	Iteration 7F: 3 clusters Score -9668315 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9670925.000000 Penalty: 3694.691406
	Iteration 8Q: 3 clusters Score -9670925 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9671784.000000 Penalty: 3694.691406
	Iteration 9Q: 3 clusters Score -9671784 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9672028.000000 Penalty: 3694.691406
	Iteration 10Q: 3 clusters Score -9672028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9672138.000000 Penalty: 3694.691406
	Iteration 11Q: 3 clusters Score -9672138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9672171.000000 Penalty: 3694.691406
	Iteration 12Q: 3 clusters Score -9672171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9672198.000000 Penalty: 3694.691406
	Iteration 13Q: 3 clusters Score -9672198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9672203.000000 Penalty: 3694.691406
	Iteration 14Q: 3 clusters Score -9672203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9672207.000000 Penalty: 3694.691406
	Iteration 15Q: 3 clusters Score -9672207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9672224.000000 Penalty: 3694.691406
	Iteration 16Q: 3 clusters Score -9672224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9672216.000000 Penalty: 3694.691406
	Iteration 17Q: 3 clusters Score -9672216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9672227.000000 Penalty: 3694.691406
	Iteration 18Q: 3 clusters Score -9672227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9672232.000000 Penalty: 3694.691406
	Iteration 19Q: 3 clusters Score -9672232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9672238.000000 Penalty: 3694.691406
	Iteration 20F: 3 clusters Score -9672238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1372666.000000 Penalty: 1526.456543
	Iteration 0F: 2 clusters Score -1372666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1364261.125000 Penalty: 3052.913086
	Iteration 0F: 3 clusters Score -1364261 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1366998.500000 Penalty: 3052.913086
	Iteration 1F: 3 clusters Score -1366998 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1367261.500000 Penalty: 3052.913086
	Iteration 2F: 3 clusters Score -1367262 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1367508.875000 Penalty: 3052.913086
	Iteration 3Q: 3 clusters Score -1367509 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1367745.125000 Penalty: 3052.913086
	Iteration 4Q: 3 clusters Score -1367745 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1368023.375000 Penalty: 3052.913086
	Iteration 5Q: 3 clusters Score -1368023 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1368374.000000 Penalty: 3052.913086
	Iteration 6F: 3 clusters Score -1368374 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1368855.875000 Penalty: 3052.913086
	Iteration 7F: 3 clusters Score -1368856 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1369507.250000 Penalty: 3052.913086
	Iteration 8F: 3 clusters Score -1369507 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1370174.500000 Penalty: 3052.913086
	Iteration 9F: 3 clusters Score -1370174 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1370704.875000 Penalty: 3052.913086
	Iteration 10Q: 3 clusters Score -1370705 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1371028.750000 Penalty: 3052.913086
	Iteration 11Q: 3 clusters Score -1371029 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1371155.125000 Penalty: 3052.913086
	Iteration 12Q: 3 clusters Score -1371155 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1371228.500000 Penalty: 3052.913086
	Iteration 13Q: 3 clusters Score -1371228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1371285.500000 Penalty: 3052.913086
	Iteration 14Q: 3 clusters Score -1371286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1371324.875000 Penalty: 3052.913086
	Iteration 15Q: 3 clusters Score -1371325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1371350.000000 Penalty: 3052.913086
	Iteration 16Q: 3 clusters Score -1371350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1371372.000000 Penalty: 3052.913086
	Iteration 17Q: 3 clusters Score -1371372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1371388.500000 Penalty: 3052.913086
	Iteration 18Q: 3 clusters Score -1371388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1371408.000000 Penalty: 3052.913086
	Iteration 19Q: 3 clusters Score -1371408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1371418.625000 Penalty: 3052.913086
	Iteration 20F: 3 clusters Score -1371419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1371428.750000 Penalty: 3052.913086
	Iteration 21Q: 3 clusters Score -1371429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1371441.625000 Penalty: 3052.913086
	Iteration 22Q: 3 clusters Score -1371442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1371452.125000 Penalty: 3052.913086
	Iteration 23Q: 3 clusters Score -1371452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1371458.125000 Penalty: 3052.913086
	Iteration 24Q: 3 clusters Score -1371458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1371462.375000 Penalty: 3052.913086
	Iteration 25Q: 3 clusters Score -1371462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1371466.500000 Penalty: 3052.913086
	Iteration 26Q: 3 clusters Score -1371466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1371469.875000 Penalty: 3052.913086
	Iteration 27Q: 3 clusters Score -1371470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1371471.750000 Penalty: 3052.913086
	Iteration 28Q: 3 clusters Score -1371472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1371473.250000 Penalty: 3052.913086
	Iteration 29Q: 3 clusters Score -1371473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1371473.250000 Penalty: 3052.913086
	Iteration 30Q: 3 clusters Score -1371473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1371475.125000 Penalty: 3052.913086
	Iteration 31Q: 3 clusters Score -1371475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1371474.125000 Penalty: 3052.913086
	Iteration 32Q: 3 clusters Score -1371474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1371474.125000 Penalty: 3052.913086
	Iteration 33Q: 3 clusters Score -1371474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1371476.500000 Penalty: 3052.913086
	Iteration 34Q: 3 clusters Score -1371476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1371479.000000 Penalty: 3052.913086
	Iteration 35Q: 3 clusters Score -1371479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1371482.000000 Penalty: 3052.913086
	Iteration 36Q: 3 clusters Score -1371482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1371481.500000 Penalty: 3052.913086
	Iteration 37Q: 3 clusters Score -1371482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1371480.250000 Penalty: 3052.913086
	Iteration 38Q: 3 clusters Score -1371480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1371482.250000 Penalty: 3052.913086
	Iteration 39Q: 3 clusters Score -1371482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1371484.125000 Penalty: 3052.913086
	Iteration 40F: 3 clusters Score -1371484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1371484.375000 Penalty: 3052.913086
	Iteration 41Q: 3 clusters Score -1371484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1371484.750000 Penalty: 3052.913086
	Iteration 42Q: 3 clusters Score -1371485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1371485.000000 Penalty: 3052.913086
	Iteration 43Q: 3 clusters Score -1371485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1371486.000000 Penalty: 3052.913086
	Iteration 44Q: 3 clusters Score -1371486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1371486.125000 Penalty: 3052.913086
	Iteration 45Q: 3 clusters Score -1371486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1371486.125000 Penalty: 3052.913086
	Iteration 46F: 3 clusters Score -1371486 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -193271952.000000 Penalty: 42058.359375
24->19 Clusters: Score -193271952.000000, best is -194593744.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 585554 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 24528 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 24299 members 
Mstep: Class 5 contains 24337 members 
Mstep: Class 6 contains 24381 members 
Mstep: Class 7 contains 24051 members 
Mstep: Class 8 contains 24190 members 
Mstep: Class 9 contains 24354 members 
Mstep: Class 10 contains 24918 members 
Mstep: Class 11 contains 24384 members 
Mstep: Class 12 contains 24630 members 
Mstep: Class 13 contains 24550 members 
Mstep: Class 14 contains 24464 members 
Mstep: Class 15 contains 24449 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 18 contains 24408 members 
Mstep: Class 19 contains 24385 members 
Mstep: Class 20 contains 24394 members 
Mstep: Class 21 contains 24381 members 
Mstep: Class 22 contains 24393 members 
Mstep: Class 23 contains 24219 members 
Mstep: Class 24 contains 24635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 523.652283 but Gain 2158.050781
Score: -62440696.000000 Penalty: 49635.171875
Iteration 0F: 24 clusters Score -6.24407e+07 nChanged 559228
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 13647 members 
Mstep: Class 3 contains 24466 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 15131 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 9 contains 17259 members 
Mstep: Class 10 contains 37432 members 
Mstep: Class 11 contains 40065 members 
Mstep: Class 12 contains 12348 members 
Mstep: Class 13 contains 19854 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 28122 members 
Mstep: Class 16 contains 30435 members 
Mstep: Class 17 contains 19998 members 
Mstep: Class 18 contains 58848 members 
Mstep: Class 19 contains 16502 members 
Mstep: Class 20 contains 67361 members 
Mstep: Class 21 contains 13516 members 
Mstep: Class 22 contains 24350 members 
Mstep: Class 23 contains 61523 members 
Mstep: Class 24 contains 20215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -63662276.000000 Penalty: 49635.171875
Iteration 1F: 24 clusters Score -6.366228e+07 nChanged 209672
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 25210 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 8627 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 9 contains 14991 members 
Mstep: Class 10 contains 38531 members 
Mstep: Class 11 contains 45167 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 18568 members 
Mstep: Class 14 contains 12410 members 
Mstep: Class 15 contains 23911 members 
Mstep: Class 16 contains 22498 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 76839 members 
Mstep: Class 19 contains 15247 members 
Mstep: Class 20 contains 92469 members 
Mstep: Class 21 contains 10770 members 
Mstep: Class 22 contains 15048 members 
Mstep: Class 23 contains 65610 members 
Mstep: Class 24 contains 12297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64032152.000000 Penalty: 49635.171875
Iteration 2F: 24 clusters Score -6.403215e+07 nChanged 165404
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 8115 members 
Mstep: Class 3 contains 26879 members 
Mstep: Class 4 contains 7084 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 17391 members 
Mstep: Class 9 contains 16228 members 
Mstep: Class 10 contains 35083 members 
Mstep: Class 11 contains 51832 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 15205 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 17284 members 
Mstep: Class 16 contains 21942 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 18 contains 96355 members 
Mstep: Class 19 contains 9818 members 
Mstep: Class 20 contains 121514 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 8891 members 
Mstep: Class 23 contains 51190 members 
Mstep: Class 24 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64306288.000000 Penalty: 49635.171875
Iteration 3F: 24 clusters Score -6.430629e+07 nChanged 134245
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 28023 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 18176 members 
Mstep: Class 9 contains 16566 members 
Mstep: Class 10 contains 28211 members 
Mstep: Class 11 contains 54413 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 9933 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 11182 members 
Mstep: Class 16 contains 25732 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 107944 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 157776 members 
Mstep: Class 21 contains 4815 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 31515 members 
Mstep: Class 24 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 827.104248 but Gain 2158.050781
Score: -64458616.000000 Penalty: 47477.121094
Iteration 4F: 23 clusters Score -6.445862e+07 nChanged 101158
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 29531 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 3717 members 
Mstep: Class 7 contains 18255 members 
Mstep: Class 9 contains 14863 members 
Mstep: Class 10 contains 20881 members 
Mstep: Class 11 contains 54581 members 
Mstep: Class 13 contains 5123 members 
Mstep: Class 14 contains 6428 members 
Mstep: Class 15 contains 7064 members 
Mstep: Class 16 contains 28838 members 
Mstep: Class 17 contains 2421 members 
Mstep: Class 18 contains 109791 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 194907 members 
Mstep: Class 21 contains 2463 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1026.535767 but Gain 2158.050781
Score: -64540852.000000 Penalty: 45319.070312
Iteration 5F: 22 clusters Score -6.454085e+07 nChanged 76345
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 29974 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 18334 members 
Mstep: Class 9 contains 13242 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 56833 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 4184 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 31210 members 
Mstep: Class 18 contains 104849 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 224723 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 9465 members 
Mstep: Class 24 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 590.965759 but Gain 2158.050781
Score: -64582748.000000 Penalty: 43161.019531
Iteration 6F: 21 clusters Score -6.458275e+07 nChanged 53224
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 30053 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 18382 members 
Mstep: Class 9 contains 12743 members 
Mstep: Class 10 contains 8184 members 
Mstep: Class 11 contains 61431 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 2599 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 32999 members 
Mstep: Class 18 contains 99137 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 239780 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 5344 members 
Mstep: Class 24 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 610.253540 but Gain 2158.050781
Score: -64608724.000000 Penalty: 41002.968750
Iteration 7F: 20 clusters Score -6.460872e+07 nChanged 34970
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 29814 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 18430 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 66977 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 34700 members 
Mstep: Class 18 contains 94212 members 
Mstep: Class 20 contains 245086 members 
Mstep: Class 22 contains 1811 members 
Mstep: Class 23 contains 3457 members 
Mstep: Class 24 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 630.993103 but Gain 2158.050781
Score: -64625912.000000 Penalty: 38844.917969
Iteration 8F: 19 clusters Score -6.462591e+07 nChanged 23805
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 28653 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 18421 members 
Mstep: Class 9 contains 13189 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 72609 members 
Mstep: Class 14 contains 1163 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 18 contains 89841 members 
Mstep: Class 20 contains 246481 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1204.874390 but Gain 2158.050781
Score: -64636824.000000 Penalty: 36686.867188
Iteration 9Q: 18 clusters Score -6.463682e+07 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 27690 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 1189 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 77664 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 37600 members 
Mstep: Class 18 contains 86006 members 
Mstep: Class 20 contains 245972 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1071.181519 but Gain 2158.050781
Score: -64645400.000000 Penalty: 34528.816406
Iteration 10Q: 17 clusters Score -6.46454e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 26264 members 
Mstep: Class 4 contains 1010 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 7 contains 18448 members 
Mstep: Class 9 contains 14222 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 82441 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 39038 members 
Mstep: Class 18 contains 82747 members 
Mstep: Class 20 contains 243814 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 2992 members 
Mstep: Class 24 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1056.886230 but Gain 2158.052734
Score: -64653336.000000 Penalty: 32370.763672
Iteration 11Q: 16 clusters Score -6.465334e+07 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 24865 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 9 contains 14767 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 87263 members 
Mstep: Class 15 contains 1878 members 
Mstep: Class 16 contains 40097 members 
Mstep: Class 18 contains 80166 members 
Mstep: Class 20 contains 240818 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 3601 members 
Mstep: Class 24 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1485.743164 but Gain 2158.050781
Score: -64659240.000000 Penalty: 30212.712891
Iteration 12Q: 15 clusters Score -6.465924e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 23504 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 9 contains 14923 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 91968 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 40965 members 
Mstep: Class 18 contains 78220 members 
Mstep: Class 20 contains 237002 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64664272.000000 Penalty: 30212.712891
Iteration 13Q: 15 clusters Score -6.466427e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 22232 members 
Mstep: Class 5 contains 1221 members 
Mstep: Class 7 contains 18416 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 96923 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 18 contains 76793 members 
Mstep: Class 20 contains 232352 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64667628.000000 Penalty: 30212.712891
Iteration 14Q: 15 clusters Score -6.466763e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 21066 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 9 contains 14894 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 102485 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 41274 members 
Mstep: Class 18 contains 75683 members 
Mstep: Class 20 contains 226872 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64672124.000000 Penalty: 30212.712891
Iteration 15Q: 15 clusters Score -6.467212e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 19953 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 9 contains 14749 members 
Mstep: Class 10 contains 2044 members 
Mstep: Class 11 contains 108812 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 40977 members 
Mstep: Class 18 contains 74810 members 
Mstep: Class 20 contains 220896 members 
Mstep: Class 23 contains 7876 members 
Mstep: Class 24 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64676932.000000 Penalty: 30212.712891
Iteration 16Q: 15 clusters Score -6.467693e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 7 contains 18150 members 
Mstep: Class 9 contains 14451 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 116100 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 40307 members 
Mstep: Class 18 contains 74042 members 
Mstep: Class 20 contains 214390 members 
Mstep: Class 23 contains 8976 members 
Mstep: Class 24 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64682308.000000 Penalty: 30212.712891
Iteration 17Q: 15 clusters Score -6.468231e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 869 members 
Mstep: Class 3 contains 17833 members 
Mstep: Class 5 contains 1144 members 
Mstep: Class 7 contains 18043 members 
Mstep: Class 9 contains 14056 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 123983 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 16 contains 39414 members 
Mstep: Class 18 contains 73356 members 
Mstep: Class 20 contains 207657 members 
Mstep: Class 23 contains 9976 members 
Mstep: Class 24 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64687728.000000 Penalty: 30212.712891
Iteration 18Q: 15 clusters Score -6.468773e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 856 members 
Mstep: Class 3 contains 16896 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 7 contains 17897 members 
Mstep: Class 9 contains 13594 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 132433 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 38345 members 
Mstep: Class 18 contains 72787 members 
Mstep: Class 20 contains 200508 members 
Mstep: Class 23 contains 10941 members 
Mstep: Class 24 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64692596.000000 Penalty: 30212.712891
Iteration 19Q: 15 clusters Score -6.46926e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 16018 members 
Mstep: Class 5 contains 1096 members 
Mstep: Class 7 contains 17746 members 
Mstep: Class 9 contains 13119 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 140776 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 37122 members 
Mstep: Class 18 contains 72410 members 
Mstep: Class 20 contains 193572 members 
Mstep: Class 23 contains 11798 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64698032.000000 Penalty: 30212.712891
Iteration 20F: 15 clusters Score -6.469803e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 857 members 
Mstep: Class 3 contains 15162 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 7 contains 17543 members 
Mstep: Class 9 contains 12673 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 148182 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 18 contains 72042 members 
Mstep: Class 20 contains 186593 members 
Mstep: Class 23 contains 13603 members 
Mstep: Class 24 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64701152.000000 Penalty: 30212.712891
Iteration 21Q: 15 clusters Score -6.470115e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 865 members 
Mstep: Class 3 contains 14378 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 7 contains 17318 members 
Mstep: Class 9 contains 12251 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 152509 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 34863 members 
Mstep: Class 18 contains 71757 members 
Mstep: Class 20 contains 182486 members 
Mstep: Class 23 contains 15370 members 
Mstep: Class 24 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64703436.000000 Penalty: 30212.712891
Iteration 22Q: 15 clusters Score -6.470344e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 883 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 7 contains 17094 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 154969 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 33996 members 
Mstep: Class 18 contains 71528 members 
Mstep: Class 20 contains 179837 members 
Mstep: Class 23 contains 17191 members 
Mstep: Class 24 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64705832.000000 Penalty: 30212.712891
Iteration 23Q: 15 clusters Score -6.470583e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 9 contains 11517 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 156369 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 33174 members 
Mstep: Class 18 contains 71332 members 
Mstep: Class 20 contains 178092 members 
Mstep: Class 23 contains 19001 members 
Mstep: Class 24 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64707472.000000 Penalty: 30212.712891
Iteration 24Q: 15 clusters Score -6.470747e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 156994 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 32479 members 
Mstep: Class 18 contains 71140 members 
Mstep: Class 20 contains 176908 members 
Mstep: Class 23 contains 20854 members 
Mstep: Class 24 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64709556.000000 Penalty: 30212.712891
Iteration 25Q: 15 clusters Score -6.470956e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 7 contains 16430 members 
Mstep: Class 9 contains 10941 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 157228 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 18 contains 70942 members 
Mstep: Class 20 contains 176074 members 
Mstep: Class 23 contains 22650 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64710948.000000 Penalty: 30212.712891
Iteration 26Q: 15 clusters Score -6.471095e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 11031 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 7 contains 16162 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 157074 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 31212 members 
Mstep: Class 18 contains 70777 members 
Mstep: Class 20 contains 175424 members 
Mstep: Class 23 contains 24502 members 
Mstep: Class 24 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64712640.000000 Penalty: 30212.712891
Iteration 27Q: 15 clusters Score -6.471264e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 7 contains 15899 members 
Mstep: Class 9 contains 10541 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 156867 members 
Mstep: Class 15 contains 3165 members 
Mstep: Class 16 contains 30644 members 
Mstep: Class 18 contains 70606 members 
Mstep: Class 20 contains 174843 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64714148.000000 Penalty: 30212.712891
Iteration 28Q: 15 clusters Score -6.471415e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 7 contains 15616 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 156496 members 
Mstep: Class 15 contains 3397 members 
Mstep: Class 16 contains 30181 members 
Mstep: Class 18 contains 70461 members 
Mstep: Class 20 contains 174363 members 
Mstep: Class 23 contains 27983 members 
Mstep: Class 24 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64715432.000000 Penalty: 30212.712891
Iteration 29Q: 15 clusters Score -6.471543e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 5 contains 941 members 
Mstep: Class 7 contains 15346 members 
Mstep: Class 9 contains 10197 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 156010 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 16 contains 29757 members 
Mstep: Class 18 contains 70308 members 
Mstep: Class 20 contains 173991 members 
Mstep: Class 23 contains 29643 members 
Mstep: Class 24 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64716432.000000 Penalty: 30212.712891
Iteration 30Q: 15 clusters Score -6.471643e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 989 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 5 contains 928 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 155560 members 
Mstep: Class 15 contains 3830 members 
Mstep: Class 16 contains 29393 members 
Mstep: Class 18 contains 70166 members 
Mstep: Class 20 contains 173639 members 
Mstep: Class 23 contains 31155 members 
Mstep: Class 24 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717240.000000 Penalty: 30212.712891
Iteration 31Q: 15 clusters Score -6.471724e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 155108 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 29071 members 
Mstep: Class 18 contains 70004 members 
Mstep: Class 20 contains 173317 members 
Mstep: Class 23 contains 32583 members 
Mstep: Class 24 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64717960.000000 Penalty: 30212.712891
Iteration 32Q: 15 clusters Score -6.471796e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 154712 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 28785 members 
Mstep: Class 18 contains 69876 members 
Mstep: Class 20 contains 173008 members 
Mstep: Class 23 contains 33866 members 
Mstep: Class 24 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64718564.000000 Penalty: 30212.712891
Iteration 33Q: 15 clusters Score -6.471856e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 5 contains 910 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 9 contains 9822 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 154412 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 28477 members 
Mstep: Class 18 contains 69774 members 
Mstep: Class 20 contains 172742 members 
Mstep: Class 23 contains 34990 members 
Mstep: Class 24 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719164.000000 Penalty: 30212.712891
Iteration 34Q: 15 clusters Score -6.471916e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1005 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 5 contains 896 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 154145 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 18 contains 69658 members 
Mstep: Class 20 contains 172530 members 
Mstep: Class 23 contains 36001 members 
Mstep: Class 24 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64719588.000000 Penalty: 30212.712891
Iteration 35Q: 15 clusters Score -6.471959e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 1012 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 5 contains 882 members 
Mstep: Class 7 contains 13707 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 153904 members 
Mstep: Class 15 contains 4729 members 
Mstep: Class 16 contains 27972 members 
Mstep: Class 18 contains 69564 members 
Mstep: Class 20 contains 172436 members 
Mstep: Class 23 contains 36804 members 
Mstep: Class 24 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720396.000000 Penalty: 30212.712891
Iteration 36Q: 15 clusters Score -6.47204e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 5 contains 871 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 9 contains 9674 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 153808 members 
Mstep: Class 15 contains 4887 members 
Mstep: Class 16 contains 27763 members 
Mstep: Class 18 contains 69486 members 
Mstep: Class 20 contains 172290 members 
Mstep: Class 23 contains 37483 members 
Mstep: Class 24 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64720864.000000 Penalty: 30212.712891
Iteration 37Q: 15 clusters Score -6.472086e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 7 contains 13163 members 
Mstep: Class 9 contains 9603 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 153722 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 27614 members 
Mstep: Class 18 contains 69425 members 
Mstep: Class 20 contains 172230 members 
Mstep: Class 23 contains 38032 members 
Mstep: Class 24 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64721412.000000 Penalty: 30212.712891
Iteration 38Q: 15 clusters Score -6.472141e+07 nChanged 2291
Entering ConstructFrom: 
Score: -64721412.000000 Penalty: 30212.712891
Entering ConstructFrom: 
Trying to split cluster 1 (84285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Entering Unmasked Estep 
Score: -9427472.000000 Penalty: 1843.068359
	Iteration 0F: 2 clusters Score -9427472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -9371162.000000 Penalty: 3686.136719
	Iteration 0F: 3 clusters Score -9371162 nChanged 40163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -9394554.000000 Penalty: 3686.136719
	Iteration 1F: 3 clusters Score -9394554 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -9395278.000000 Penalty: 3686.136719
	Iteration 2Q: 3 clusters Score -9395278 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -9396090.000000 Penalty: 3686.136719
	Iteration 3Q: 3 clusters Score -9396090 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -9397103.000000 Penalty: 3686.136719
	Iteration 4Q: 3 clusters Score -9397103 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -9398316.000000 Penalty: 3686.136719
	Iteration 5Q: 3 clusters Score -9398316 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9399555.000000 Penalty: 3686.136719
	Iteration 6Q: 3 clusters Score -9399555 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -9400802.000000 Penalty: 3686.136719
	Iteration 7Q: 3 clusters Score -9400802 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -9401976.000000 Penalty: 3686.136719
	Iteration 8Q: 3 clusters Score -9401976 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -9403059.000000 Penalty: 3686.136719
	Iteration 9Q: 3 clusters Score -9403059 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -9404156.000000 Penalty: 3686.136719
	Iteration 10Q: 3 clusters Score -9404156 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -9405351.000000 Penalty: 3686.136719
	Iteration 11Q: 3 clusters Score -9405351 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -9406808.000000 Penalty: 3686.136719
	Iteration 12Q: 3 clusters Score -9406808 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -9408634.000000 Penalty: 3686.136719
	Iteration 13Q: 3 clusters Score -9408634 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -9411282.000000 Penalty: 3686.136719
	Iteration 14F: 3 clusters Score -9411282 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -9414630.000000 Penalty: 3686.136719
	Iteration 15F: 3 clusters Score -9414630 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -9418149.000000 Penalty: 3686.136719
	Iteration 16F: 3 clusters Score -9418149 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -9421345.000000 Penalty: 3686.136719
	Iteration 17Q: 3 clusters Score -9421345 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9423482.000000 Penalty: 3686.136719
	Iteration 18Q: 3 clusters Score -9423482 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9424681.000000 Penalty: 3686.136719
	Iteration 19Q: 3 clusters Score -9424681 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9425297.000000 Penalty: 3686.136719
	Iteration 20F: 3 clusters Score -9425297 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9425581.000000 Penalty: 3686.136719
	Iteration 21Q: 3 clusters Score -9425581 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9425708.000000 Penalty: 3686.136719
	Iteration 22Q: 3 clusters Score -9425708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9425759.000000 Penalty: 3686.136719
	Iteration 23Q: 3 clusters Score -9425759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9425818.000000 Penalty: 3686.136719
	Iteration 24Q: 3 clusters Score -9425818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9425837.000000 Penalty: 3686.136719
	Iteration 25Q: 3 clusters Score -9425837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9425853.000000 Penalty: 3686.136719
	Iteration 26Q: 3 clusters Score -9425853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9425872.000000 Penalty: 3686.136719
	Iteration 27Q: 3 clusters Score -9425872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9425875.000000 Penalty: 3686.136719
	Iteration 28Q: 3 clusters Score -9425875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9425878.000000 Penalty: 3686.136719
	Iteration 29Q: 3 clusters Score -9425878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9425883.000000 Penalty: 3686.136719
	Iteration 30Q: 3 clusters Score -9425883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9425907.000000 Penalty: 3686.136719
	Iteration 31Q: 3 clusters Score -9425907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9425915.000000 Penalty: 3686.136719
	Iteration 32Q: 3 clusters Score -9425915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9425919.000000 Penalty: 3686.136719
	Iteration 33Q: 3 clusters Score -9425919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9425922.000000 Penalty: 3686.136719
	Iteration 34Q: 3 clusters Score -9425922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9425922.000000 Penalty: 3686.136719
	Iteration 35Q: 3 clusters Score -9425922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9425928.000000 Penalty: 3686.136719
	Iteration 36Q: 3 clusters Score -9425928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9425929.000000 Penalty: 3686.136719
	Iteration 37Q: 3 clusters Score -9425929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9425929.000000 Penalty: 3686.136719
	Iteration 38F: 3 clusters Score -9425929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -112727.640625 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -112727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111254.476562 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -111254.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111515.023438 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -111515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111569.242188 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -111569.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111590.031250 Penalty: 2253.679199
	Iteration 3Q: 3 clusters Score -111590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111601.031250 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -111601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111611.250000 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -111611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111619.648438 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -111619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111624.820312 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -111624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111627.078125 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -111627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111629.031250 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -111629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111632.929688 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -111632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111635.468750 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -111635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111637.203125 Penalty: 2253.679199
	Iteration 12Q: 3 clusters Score -111637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111637.656250 Penalty: 2253.679199
	Iteration 13Q: 3 clusters Score -111637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111639.257812 Penalty: 2253.679199
	Iteration 14Q: 3 clusters Score -111639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111639.257812 Penalty: 2253.679199
	Iteration 15F: 3 clusters Score -111639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -724074.312500 Penalty: 1426.152222
	Iteration 0F: 2 clusters Score -724074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -719241.437500 Penalty: 2852.304443
	Iteration 0F: 3 clusters Score -719241.4 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -720608.437500 Penalty: 2852.304443
	Iteration 1F: 3 clusters Score -720608.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -720787.000000 Penalty: 2852.304443
	Iteration 2F: 3 clusters Score -720787 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -720896.687500 Penalty: 2852.304443
	Iteration 3Q: 3 clusters Score -720896.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -720963.625000 Penalty: 2852.304443
	Iteration 4Q: 3 clusters Score -720963.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -721016.062500 Penalty: 2852.304443
	Iteration 5Q: 3 clusters Score -721016.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -721055.562500 Penalty: 2852.304443
	Iteration 6Q: 3 clusters Score -721055.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -721088.187500 Penalty: 2852.304443
	Iteration 7Q: 3 clusters Score -721088.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -721114.937500 Penalty: 2852.304443
	Iteration 8Q: 3 clusters Score -721114.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -721135.937500 Penalty: 2852.304443
	Iteration 9Q: 3 clusters Score -721135.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -721154.937500 Penalty: 2852.304443
	Iteration 10Q: 3 clusters Score -721154.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -721173.687500 Penalty: 2852.304443
	Iteration 11Q: 3 clusters Score -721173.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -721192.812500 Penalty: 2852.304443
	Iteration 12Q: 3 clusters Score -721192.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -721214.812500 Penalty: 2852.304443
	Iteration 13Q: 3 clusters Score -721214.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -721232.187500 Penalty: 2852.304443
	Iteration 14Q: 3 clusters Score -721232.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -721251.312500 Penalty: 2852.304443
	Iteration 15Q: 3 clusters Score -721251.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -721279.062500 Penalty: 2852.304443
	Iteration 16Q: 3 clusters Score -721279.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -721316.187500 Penalty: 2852.304443
	Iteration 17Q: 3 clusters Score -721316.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -721350.812500 Penalty: 2852.304443
	Iteration 18Q: 3 clusters Score -721350.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -721389.062500 Penalty: 2852.304443
	Iteration 19Q: 3 clusters Score -721389.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -721436.437500 Penalty: 2852.304443
	Iteration 20F: 3 clusters Score -721436.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -721491.500000 Penalty: 2852.304443
	Iteration 21Q: 3 clusters Score -721491.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -721557.375000 Penalty: 2852.304443
	Iteration 22Q: 3 clusters Score -721557.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -721633.500000 Penalty: 2852.304443
	Iteration 23Q: 3 clusters Score -721633.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -721718.625000 Penalty: 2852.304443
	Iteration 24Q: 3 clusters Score -721718.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -721820.750000 Penalty: 2852.304443
	Iteration 25Q: 3 clusters Score -721820.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -721942.125000 Penalty: 2852.304443
	Iteration 26Q: 3 clusters Score -721942.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -722095.875000 Penalty: 2852.304443
	Iteration 27Q: 3 clusters Score -722095.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -722248.187500 Penalty: 2852.304443
	Iteration 28Q: 3 clusters Score -722248.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -722394.375000 Penalty: 2852.304443
	Iteration 29Q: 3 clusters Score -722394.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -722483.812500 Penalty: 2852.304443
	Iteration 30Q: 3 clusters Score -722483.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -722567.625000 Penalty: 2852.304443
	Iteration 31Q: 3 clusters Score -722567.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -722639.375000 Penalty: 2852.304443
	Iteration 32Q: 3 clusters Score -722639.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -722697.812500 Penalty: 2852.304443
	Iteration 33Q: 3 clusters Score -722697.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -722741.312500 Penalty: 2852.304443
	Iteration 34Q: 3 clusters Score -722741.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -722774.000000 Penalty: 2852.304443
	Iteration 35Q: 3 clusters Score -722774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -722802.750000 Penalty: 2852.304443
	Iteration 36Q: 3 clusters Score -722802.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -722823.687500 Penalty: 2852.304443
	Iteration 37Q: 3 clusters Score -722823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -722836.125000 Penalty: 2852.304443
	Iteration 38Q: 3 clusters Score -722836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -722840.187500 Penalty: 2852.304443
	Iteration 39Q: 3 clusters Score -722840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -722846.625000 Penalty: 2852.304443
	Iteration 40F: 3 clusters Score -722846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -722850.437500 Penalty: 2852.304443
	Iteration 41Q: 3 clusters Score -722850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -722853.187500 Penalty: 2852.304443
	Iteration 42Q: 3 clusters Score -722853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -722855.750000 Penalty: 2852.304443
	Iteration 43Q: 3 clusters Score -722855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -722856.937500 Penalty: 2852.304443
	Iteration 44Q: 3 clusters Score -722856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -722857.812500 Penalty: 2852.304443
	Iteration 45Q: 3 clusters Score -722857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -722860.375000 Penalty: 2852.304443
	Iteration 46Q: 3 clusters Score -722860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -722860.625000 Penalty: 2852.304443
	Iteration 47Q: 3 clusters Score -722860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -722859.750000 Penalty: 2852.304443
	Iteration 48Q: 3 clusters Score -722859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -722859.750000 Penalty: 2852.304443
	Iteration 49F: 3 clusters Score -722859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -89913.726562 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -89913.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88590.773438 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -88590.77 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88846.406250 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -88846.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88924.898438 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -88924.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88965.445312 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -88965.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88998.187500 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -88998.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89027.695312 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -89027.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89059.812500 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -89059.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89086.531250 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -89086.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89113.414062 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -89113.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89140.812500 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -89140.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89152.539062 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -89152.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89168.804688 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -89168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89187.804688 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -89187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89202.757812 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -89202.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89208.437500 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -89208.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89210.679688 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -89210.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89212.343750 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -89212.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89213.726562 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -89213.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89215.531250 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -89215.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89216.835938 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -89216.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89219.343750 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -89219.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89221.859375 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -89221.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89223.835938 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -89223.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89227.929688 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -89227.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89227.929688 Penalty: 2190.668945
	Iteration 24F: 3 clusters Score -89227.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Entering Unmasked Estep 
Score: -1387983.875000 Penalty: 1537.946289
	Iteration 0F: 2 clusters Score -1387984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1379201.875000 Penalty: 3075.892578
	Iteration 0F: 3 clusters Score -1379202 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1383588.875000 Penalty: 3075.892578
	Iteration 1F: 3 clusters Score -1383589 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1385530.250000 Penalty: 3075.892578
	Iteration 2F: 3 clusters Score -1385530 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1387434.500000 Penalty: 3075.892578
	Iteration 3F: 3 clusters Score -1387434 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1388563.375000 Penalty: 3075.892578
	Iteration 4F: 3 clusters Score -1388563 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1389168.000000 Penalty: 3075.892578
	Iteration 5F: 3 clusters Score -1389168 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1389523.000000 Penalty: 3075.892578
	Iteration 6Q: 3 clusters Score -1389523 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1389763.375000 Penalty: 3075.892578
	Iteration 7Q: 3 clusters Score -1389763 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1389947.000000 Penalty: 3075.892578
	Iteration 8Q: 3 clusters Score -1389947 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1390067.250000 Penalty: 3075.892578
	Iteration 9Q: 3 clusters Score -1390067 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1390156.125000 Penalty: 3075.892578
	Iteration 10Q: 3 clusters Score -1390156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1390213.875000 Penalty: 3075.892578
	Iteration 11Q: 3 clusters Score -1390214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1390241.875000 Penalty: 3075.892578
	Iteration 12Q: 3 clusters Score -1390242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1390255.375000 Penalty: 3075.892578
	Iteration 13Q: 3 clusters Score -1390255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1390262.875000 Penalty: 3075.892578
	Iteration 14Q: 3 clusters Score -1390263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1390263.500000 Penalty: 3075.892578
	Iteration 15Q: 3 clusters Score -1390264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1390267.375000 Penalty: 3075.892578
	Iteration 16Q: 3 clusters Score -1390267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1390270.375000 Penalty: 3075.892578
	Iteration 17Q: 3 clusters Score -1390270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1390270.500000 Penalty: 3075.892578
	Iteration 18Q: 3 clusters Score -1390270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1390273.375000 Penalty: 3075.892578
	Iteration 19Q: 3 clusters Score -1390273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1390274.750000 Penalty: 3075.892578
	Iteration 20F: 3 clusters Score -1390275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1390276.500000 Penalty: 3075.892578
	Iteration 21Q: 3 clusters Score -1390276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1390278.125000 Penalty: 3075.892578
	Iteration 22Q: 3 clusters Score -1390278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1390276.250000 Penalty: 3075.892578
	Iteration 23Q: 3 clusters Score -1390276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1390277.875000 Penalty: 3075.892578
	Iteration 24Q: 3 clusters Score -1390278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1390278.625000 Penalty: 3075.892578
	Iteration 25Q: 3 clusters Score -1390279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1390277.000000 Penalty: 3075.892578
	Iteration 26Q: 3 clusters Score -1390277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1390277.000000 Penalty: 3075.892578
	Iteration 27F: 3 clusters Score -1390277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 153661 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 18 contains 69361 members 
Mstep: Class 20 contains 172159 members 
Mstep: Class 23 contains 38546 members 
Mstep: Class 24 contains 2083 members 
Entering Unmasked Estep 
Score: -64723236.000000 Penalty: 32370.763672
Splitting cluster 7 changes total score from -64721412.000000 to -64723236.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (9539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Entering Unmasked Estep 
Score: -1071991.500000 Penalty: 1489.010864
	Iteration 0F: 2 clusters Score -1071992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1065086.875000 Penalty: 2978.021729
	Iteration 0F: 3 clusters Score -1065087 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1067253.250000 Penalty: 2978.021729
	Iteration 1F: 3 clusters Score -1067253 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1067478.500000 Penalty: 2978.021729
	Iteration 2F: 3 clusters Score -1067478 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1067641.250000 Penalty: 2978.021729
	Iteration 3Q: 3 clusters Score -1067641 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1067759.750000 Penalty: 2978.021729
	Iteration 4Q: 3 clusters Score -1067760 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1067846.375000 Penalty: 2978.021729
	Iteration 5Q: 3 clusters Score -1067846 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1067924.250000 Penalty: 2978.021729
	Iteration 6Q: 3 clusters Score -1067924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1067997.000000 Penalty: 2978.021729
	Iteration 7Q: 3 clusters Score -1067997 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1068074.750000 Penalty: 2978.021729
	Iteration 8Q: 3 clusters Score -1068075 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1068164.500000 Penalty: 2978.021729
	Iteration 9Q: 3 clusters Score -1068164 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1068255.125000 Penalty: 2978.021729
	Iteration 10Q: 3 clusters Score -1068255 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1068359.125000 Penalty: 2978.021729
	Iteration 11Q: 3 clusters Score -1068359 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1068501.750000 Penalty: 2978.021729
	Iteration 12Q: 3 clusters Score -1068502 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1068717.500000 Penalty: 2978.021729
	Iteration 13Q: 3 clusters Score -1068718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1069037.375000 Penalty: 2978.021729
	Iteration 14Q: 3 clusters Score -1069037 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1069381.250000 Penalty: 2978.021729
	Iteration 15Q: 3 clusters Score -1069381 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1069707.250000 Penalty: 2978.021729
	Iteration 16Q: 3 clusters Score -1069707 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1070046.875000 Penalty: 2978.021729
	Iteration 17Q: 3 clusters Score -1070047 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1070319.875000 Penalty: 2978.021729
	Iteration 18Q: 3 clusters Score -1070320 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1070506.625000 Penalty: 2978.021729
	Iteration 19Q: 3 clusters Score -1070507 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1070609.125000 Penalty: 2978.021729
	Iteration 20F: 3 clusters Score -1070609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1070683.125000 Penalty: 2978.021729
	Iteration 21Q: 3 clusters Score -1070683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1070757.750000 Penalty: 2978.021729
	Iteration 22Q: 3 clusters Score -1070758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1070815.750000 Penalty: 2978.021729
	Iteration 23Q: 3 clusters Score -1070816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1070847.750000 Penalty: 2978.021729
	Iteration 24Q: 3 clusters Score -1070848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1070874.625000 Penalty: 2978.021729
	Iteration 25Q: 3 clusters Score -1070875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1070897.875000 Penalty: 2978.021729
	Iteration 26Q: 3 clusters Score -1070898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1070919.000000 Penalty: 2978.021729
	Iteration 27Q: 3 clusters Score -1070919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1070933.500000 Penalty: 2978.021729
	Iteration 28Q: 3 clusters Score -1070934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1070941.000000 Penalty: 2978.021729
	Iteration 29Q: 3 clusters Score -1070941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1070942.375000 Penalty: 2978.021729
	Iteration 30Q: 3 clusters Score -1070942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1070946.875000 Penalty: 2978.021729
	Iteration 31Q: 3 clusters Score -1070947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1070951.875000 Penalty: 2978.021729
	Iteration 32Q: 3 clusters Score -1070952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1070953.500000 Penalty: 2978.021729
	Iteration 33Q: 3 clusters Score -1070954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1070956.625000 Penalty: 2978.021729
	Iteration 34Q: 3 clusters Score -1070957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1070956.750000 Penalty: 2978.021729
	Iteration 35Q: 3 clusters Score -1070957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1070957.875000 Penalty: 2978.021729
	Iteration 36Q: 3 clusters Score -1070958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1070961.125000 Penalty: 2978.021729
	Iteration 37Q: 3 clusters Score -1070961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1070962.375000 Penalty: 2978.021729
	Iteration 38Q: 3 clusters Score -1070962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1070965.750000 Penalty: 2978.021729
	Iteration 39Q: 3 clusters Score -1070966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1070966.875000 Penalty: 2978.021729
	Iteration 40F: 3 clusters Score -1070967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1070969.500000 Penalty: 2978.021729
	Iteration 41Q: 3 clusters Score -1070970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1070970.250000 Penalty: 2978.021729
	Iteration 42Q: 3 clusters Score -1070970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1070967.625000 Penalty: 2978.021729
	Iteration 43Q: 3 clusters Score -1070968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1070968.125000 Penalty: 2978.021729
	Iteration 44Q: 3 clusters Score -1070968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1070968.375000 Penalty: 2978.021729
	Iteration 45Q: 3 clusters Score -1070968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1070967.875000 Penalty: 2978.021729
	Iteration 46Q: 3 clusters Score -1070968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1070969.375000 Penalty: 2978.021729
	Iteration 47Q: 3 clusters Score -1070969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1070973.625000 Penalty: 2978.021729
	Iteration 48Q: 3 clusters Score -1070974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1070973.250000 Penalty: 2978.021729
	Iteration 49Q: 3 clusters Score -1070973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1070974.875000 Penalty: 2978.021729
	Iteration 50Q: 3 clusters Score -1070975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1070975.125000 Penalty: 2978.021729
	Iteration 51Q: 3 clusters Score -1070975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1070975.750000 Penalty: 2978.021729
	Iteration 52Q: 3 clusters Score -1070976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1070976.125000 Penalty: 2978.021729
	Iteration 53Q: 3 clusters Score -1070976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1070975.750000 Penalty: 2978.021729
	Iteration 54Q: 3 clusters Score -1070976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1070976.875000 Penalty: 2978.021729
	Iteration 55Q: 3 clusters Score -1070977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1070976.250000 Penalty: 2978.021729
	Iteration 56Q: 3 clusters Score -1070976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1070977.375000 Penalty: 2978.021729
	Iteration 57Q: 3 clusters Score -1070977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1070977.625000 Penalty: 2978.021729
	Iteration 58Q: 3 clusters Score -1070978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1070977.625000 Penalty: 2978.021729
	Iteration 59F: 3 clusters Score -1070978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -206829.437500 Penalty: 1229.441406
	Iteration 0F: 2 clusters Score -206829.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -204832.656250 Penalty: 2458.882812
	Iteration 0F: 3 clusters Score -204832.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -205258.343750 Penalty: 2458.882812
	Iteration 1F: 3 clusters Score -205258.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -205394.343750 Penalty: 2458.882812
	Iteration 2F: 3 clusters Score -205394.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -205482.171875 Penalty: 2458.882812
	Iteration 3F: 3 clusters Score -205482.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -205547.531250 Penalty: 2458.882812
	Iteration 4Q: 3 clusters Score -205547.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -205596.968750 Penalty: 2458.882812
	Iteration 5Q: 3 clusters Score -205597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -205625.328125 Penalty: 2458.882812
	Iteration 6Q: 3 clusters Score -205625.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -205657.421875 Penalty: 2458.882812
	Iteration 7Q: 3 clusters Score -205657.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -205688.078125 Penalty: 2458.882812
	Iteration 8Q: 3 clusters Score -205688.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205715.687500 Penalty: 2458.882812
	Iteration 9Q: 3 clusters Score -205715.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205736.328125 Penalty: 2458.882812
	Iteration 10Q: 3 clusters Score -205736.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -205749.625000 Penalty: 2458.882812
	Iteration 11Q: 3 clusters Score -205749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -205762.328125 Penalty: 2458.882812
	Iteration 12Q: 3 clusters Score -205762.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205770.828125 Penalty: 2458.882812
	Iteration 13Q: 3 clusters Score -205770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205777.015625 Penalty: 2458.882812
	Iteration 14Q: 3 clusters Score -205777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -205787.468750 Penalty: 2458.882812
	Iteration 15Q: 3 clusters Score -205787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -205791.453125 Penalty: 2458.882812
	Iteration 16Q: 3 clusters Score -205791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205796.109375 Penalty: 2458.882812
	Iteration 17Q: 3 clusters Score -205796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -205799.937500 Penalty: 2458.882812
	Iteration 18Q: 3 clusters Score -205799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -205804.234375 Penalty: 2458.882812
	Iteration 19Q: 3 clusters Score -205804.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -205815.906250 Penalty: 2458.882812
	Iteration 20F: 3 clusters Score -205815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -205834.218750 Penalty: 2458.882812
	Iteration 21Q: 3 clusters Score -205834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -205841.375000 Penalty: 2458.882812
	Iteration 22Q: 3 clusters Score -205841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -205848.218750 Penalty: 2458.882812
	Iteration 23Q: 3 clusters Score -205848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -205854.796875 Penalty: 2458.882812
	Iteration 24Q: 3 clusters Score -205854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -205857.968750 Penalty: 2458.882812
	Iteration 25Q: 3 clusters Score -205858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -205860.468750 Penalty: 2458.882812
	Iteration 26Q: 3 clusters Score -205860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -205864.765625 Penalty: 2458.882812
	Iteration 27Q: 3 clusters Score -205864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205869.375000 Penalty: 2458.882812
	Iteration 28Q: 3 clusters Score -205869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205876.406250 Penalty: 2458.882812
	Iteration 29Q: 3 clusters Score -205876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -205885.421875 Penalty: 2458.882812
	Iteration 30Q: 3 clusters Score -205885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -205899.203125 Penalty: 2458.882812
	Iteration 31Q: 3 clusters Score -205899.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -205922.140625 Penalty: 2458.882812
	Iteration 32Q: 3 clusters Score -205922.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205944.578125 Penalty: 2458.882812
	Iteration 33Q: 3 clusters Score -205944.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -205992.953125 Penalty: 2458.882812
	Iteration 34Q: 3 clusters Score -205993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -206076.562500 Penalty: 2458.882812
	Iteration 35Q: 3 clusters Score -206076.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -206173.656250 Penalty: 2458.882812
	Iteration 36Q: 3 clusters Score -206173.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -206244.515625 Penalty: 2458.882812
	Iteration 37Q: 3 clusters Score -206244.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -206304.406250 Penalty: 2458.882812
	Iteration 38Q: 3 clusters Score -206304.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -206372.250000 Penalty: 2458.882812
	Iteration 39Q: 3 clusters Score -206372.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -206452.312500 Penalty: 2458.882812
	Iteration 40F: 3 clusters Score -206452.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206537.265625 Penalty: 2458.882812
	Iteration 41Q: 3 clusters Score -206537.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206593.796875 Penalty: 2458.882812
	Iteration 42Q: 3 clusters Score -206593.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206623.546875 Penalty: 2458.882812
	Iteration 43Q: 3 clusters Score -206623.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -206636.500000 Penalty: 2458.882812
	Iteration 44Q: 3 clusters Score -206636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -206644.781250 Penalty: 2458.882812
	Iteration 45Q: 3 clusters Score -206644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -206649.609375 Penalty: 2458.882812
	Iteration 46Q: 3 clusters Score -206649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -206653.406250 Penalty: 2458.882812
	Iteration 47Q: 3 clusters Score -206653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -206656.078125 Penalty: 2458.882812
	Iteration 48Q: 3 clusters Score -206656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206657.140625 Penalty: 2458.882812
	Iteration 49Q: 3 clusters Score -206657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206657.140625 Penalty: 2458.882812
	Iteration 50F: 3 clusters Score -206657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Entering Unmasked Estep 
Score: -17326292.000000 Penalty: 1940.656860
	Iteration 0F: 2 clusters Score -1.732629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -17229454.000000 Penalty: 3881.313721
	Iteration 0F: 3 clusters Score -1.722945e+07 nChanged 74119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -17272506.000000 Penalty: 3881.313721
	Iteration 1F: 3 clusters Score -1.727251e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -17274232.000000 Penalty: 3881.313721
	Iteration 2Q: 3 clusters Score -1.727423e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 93407 members 
Entering Unmasked Estep 
Score: -17277324.000000 Penalty: 3881.313721
	Iteration 3Q: 3 clusters Score -1.727732e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -17283370.000000 Penalty: 3881.313721
	Iteration 4F: 3 clusters Score -1.728337e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -17293974.000000 Penalty: 3881.313721
	Iteration 5F: 3 clusters Score -1.729397e+07 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 131720 members 
Entering Unmasked Estep 
Score: -17307558.000000 Penalty: 3881.313721
	Iteration 6F: 3 clusters Score -1.730756e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -17318350.000000 Penalty: 3881.313721
	Iteration 7F: 3 clusters Score -1.731835e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 150098 members 
Entering Unmasked Estep 
Score: -17322892.000000 Penalty: 3881.313721
	Iteration 8Q: 3 clusters Score -1.732289e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -17324218.000000 Penalty: 3881.313721
	Iteration 9Q: 3 clusters Score -1.732422e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -17324660.000000 Penalty: 3881.313721
	Iteration 10Q: 3 clusters Score -1.732466e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -17324870.000000 Penalty: 3881.313721
	Iteration 11Q: 3 clusters Score -1.732487e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 152925 members 
Entering Unmasked Estep 
Score: -17324964.000000 Penalty: 3881.313721
	Iteration 12Q: 3 clusters Score -1.732496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -17325028.000000 Penalty: 3881.313721
	Iteration 13Q: 3 clusters Score -1.732503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -17325052.000000 Penalty: 3881.313721
	Iteration 14Q: 3 clusters Score -1.732505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -17325082.000000 Penalty: 3881.313721
	Iteration 15Q: 3 clusters Score -1.732508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -17325104.000000 Penalty: 3881.313721
	Iteration 16Q: 3 clusters Score -1.73251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -17325126.000000 Penalty: 3881.313721
	Iteration 17Q: 3 clusters Score -1.732513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -17325148.000000 Penalty: 3881.313721
	Iteration 18Q: 3 clusters Score -1.732515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -17325162.000000 Penalty: 3881.313721
	Iteration 19Q: 3 clusters Score -1.732516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -17325168.000000 Penalty: 3881.313721
	Iteration 20F: 3 clusters Score -1.732517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -17325166.000000 Penalty: 3881.313721
	Iteration 21Q: 3 clusters Score -1.732517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -17325164.000000 Penalty: 3881.313721
	Iteration 22Q: 3 clusters Score -1.732516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -17325160.000000 Penalty: 3881.313721
	Iteration 23Q: 3 clusters Score -1.732516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -17325168.000000 Penalty: 3881.313721
	Iteration 24Q: 3 clusters Score -1.732517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -17325172.000000 Penalty: 3881.313721
	Iteration 25Q: 3 clusters Score -1.732517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -17325190.000000 Penalty: 3881.313721
	Iteration 26Q: 3 clusters Score -1.732519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -17325178.000000 Penalty: 3881.313721
	Iteration 27Q: 3 clusters Score -1.732518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -17325168.000000 Penalty: 3881.313721
	Iteration 28Q: 3 clusters Score -1.732517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -17325182.000000 Penalty: 3881.313721
	Iteration 29Q: 3 clusters Score -1.732518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -17325184.000000 Penalty: 3881.313721
	Iteration 30Q: 3 clusters Score -1.732518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -17325178.000000 Penalty: 3881.313721
	Iteration 31Q: 3 clusters Score -1.732518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -17325170.000000 Penalty: 3881.313721
	Iteration 32Q: 3 clusters Score -1.732517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -17325168.000000 Penalty: 3881.313721
	Iteration 33Q: 3 clusters Score -1.732517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -17325170.000000 Penalty: 3881.313721
	Iteration 34Q: 3 clusters Score -1.732517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -17325184.000000 Penalty: 3881.313721
	Iteration 35Q: 3 clusters Score -1.732518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -17325172.000000 Penalty: 3881.313721
	Iteration 36Q: 3 clusters Score -1.732517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -17325182.000000 Penalty: 3881.313721
	Iteration 37Q: 3 clusters Score -1.732518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -17325172.000000 Penalty: 3881.313721
	Iteration 38Q: 3 clusters Score -1.732517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -17325172.000000 Penalty: 3881.313721
	Iteration 39Q: 3 clusters Score -1.732517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -17325186.000000 Penalty: 3881.313721
	Iteration 40F: 3 clusters Score -1.732519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -598955.812500 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -598955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -594830.125000 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -594830.1 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -595960.625000 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -595960.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -596130.562500 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -596130.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -596249.687500 Penalty: 2779.330811
	Iteration 3Q: 3 clusters Score -596249.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -596332.750000 Penalty: 2779.330811
	Iteration 4Q: 3 clusters Score -596332.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -596388.937500 Penalty: 2779.330811
	Iteration 5Q: 3 clusters Score -596388.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -596431.312500 Penalty: 2779.330811
	Iteration 6Q: 3 clusters Score -596431.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -596467.437500 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -596467.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -596499.687500 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -596499.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -596527.000000 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -596527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -596549.437500 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -596549.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -596566.687500 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -596566.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -596577.750000 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -596577.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -596590.750000 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -596590.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -596601.000000 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -596601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -596609.187500 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -596609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -596616.375000 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -596616.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -596624.437500 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -596624.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -596632.437500 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -596632.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -596639.687500 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -596639.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -596652.062500 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -596652.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -596663.375000 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -596663.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -596673.500000 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -596673.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -596684.000000 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -596684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -596695.812500 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -596695.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -596709.437500 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -596709.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -596718.625000 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -596718.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -596727.187500 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -596727.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -596738.687500 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -596738.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -596748.562500 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -596748.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -596759.125000 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -596759.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -596772.312500 Penalty: 2779.330811
	Iteration 31Q: 3 clusters Score -596772.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -596784.312500 Penalty: 2779.330811
	Iteration 32Q: 3 clusters Score -596784.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -596803.625000 Penalty: 2779.330811
	Iteration 33Q: 3 clusters Score -596803.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -596820.375000 Penalty: 2779.330811
	Iteration 34Q: 3 clusters Score -596820.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -596847.875000 Penalty: 2779.330811
	Iteration 35Q: 3 clusters Score -596847.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -596875.750000 Penalty: 2779.330811
	Iteration 36Q: 3 clusters Score -596875.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -596906.750000 Penalty: 2779.330811
	Iteration 37Q: 3 clusters Score -596906.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -596938.375000 Penalty: 2779.330811
	Iteration 38Q: 3 clusters Score -596938.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -596971.875000 Penalty: 2779.330811
	Iteration 39Q: 3 clusters Score -596971.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -596997.312500 Penalty: 2779.330811
	Iteration 40F: 3 clusters Score -596997.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -597022.625000 Penalty: 2779.330811
	Iteration 41Q: 3 clusters Score -597022.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -597042.187500 Penalty: 2779.330811
	Iteration 42Q: 3 clusters Score -597042.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -597056.375000 Penalty: 2779.330811
	Iteration 43Q: 3 clusters Score -597056.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -597072.812500 Penalty: 2779.330811
	Iteration 44Q: 3 clusters Score -597072.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -597084.750000 Penalty: 2779.330811
	Iteration 45Q: 3 clusters Score -597084.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -597097.375000 Penalty: 2779.330811
	Iteration 46Q: 3 clusters Score -597097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -597111.062500 Penalty: 2779.330811
	Iteration 47Q: 3 clusters Score -597111.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -597118.687500 Penalty: 2779.330811
	Iteration 48Q: 3 clusters Score -597118.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -597124.750000 Penalty: 2779.330811
	Iteration 49Q: 3 clusters Score -597124.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -597131.625000 Penalty: 2779.330811
	Iteration 50Q: 3 clusters Score -597131.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -597141.750000 Penalty: 2779.330811
	Iteration 51Q: 3 clusters Score -597141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -597149.125000 Penalty: 2779.330811
	Iteration 52Q: 3 clusters Score -597149.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -597153.875000 Penalty: 2779.330811
	Iteration 53Q: 3 clusters Score -597153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -597155.375000 Penalty: 2779.330811
	Iteration 54Q: 3 clusters Score -597155.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -597160.500000 Penalty: 2779.330811
	Iteration 55Q: 3 clusters Score -597160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -597163.812500 Penalty: 2779.330811
	Iteration 56Q: 3 clusters Score -597163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -597167.000000 Penalty: 2779.330811
	Iteration 57Q: 3 clusters Score -597167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -597171.187500 Penalty: 2779.330811
	Iteration 58Q: 3 clusters Score -597171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -597171.562500 Penalty: 2779.330811
	Iteration 59Q: 3 clusters Score -597171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -597175.312500 Penalty: 2779.330811
	Iteration 60F: 3 clusters Score -597175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -597178.875000 Penalty: 2779.330811
	Iteration 61Q: 3 clusters Score -597178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597180.437500 Penalty: 2779.330811
	Iteration 62Q: 3 clusters Score -597180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -597180.750000 Penalty: 2779.330811
	Iteration 63Q: 3 clusters Score -597180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -597181.750000 Penalty: 2779.330811
	Iteration 64Q: 3 clusters Score -597181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -597182.125000 Penalty: 2779.330811
	Iteration 65Q: 3 clusters Score -597182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -597182.250000 Penalty: 2779.330811
	Iteration 66Q: 3 clusters Score -597182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -597182.812500 Penalty: 2779.330811
	Iteration 67Q: 3 clusters Score -597182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -597183.250000 Penalty: 2779.330811
	Iteration 68Q: 3 clusters Score -597183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597183.875000 Penalty: 2779.330811
	Iteration 69Q: 3 clusters Score -597183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -597183.937500 Penalty: 2779.330811
	Iteration 70Q: 3 clusters Score -597183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -597184.687500 Penalty: 2779.330811
	Iteration 71Q: 3 clusters Score -597184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -597184.875000 Penalty: 2779.330811
	Iteration 72Q: 3 clusters Score -597184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -597184.875000 Penalty: 2779.330811
	Iteration 73F: 3 clusters Score -597184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Entering Unmasked Estep 
Score: -3068986.500000 Penalty: 1660.982666
	Iteration 0F: 2 clusters Score -3068986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3050310.500000 Penalty: 3321.965332
	Iteration 0F: 3 clusters Score -3050310 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3057100.750000 Penalty: 3321.965332
	Iteration 1F: 3 clusters Score -3057101 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3057442.500000 Penalty: 3321.965332
	Iteration 2Q: 3 clusters Score -3057442 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3057739.750000 Penalty: 3321.965332
	Iteration 3Q: 3 clusters Score -3057740 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3058039.000000 Penalty: 3321.965332
	Iteration 4Q: 3 clusters Score -3058039 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3058324.500000 Penalty: 3321.965332
	Iteration 5Q: 3 clusters Score -3058324 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3058671.000000 Penalty: 3321.965332
	Iteration 6Q: 3 clusters Score -3058671 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3059144.000000 Penalty: 3321.965332
	Iteration 7Q: 3 clusters Score -3059144 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3059929.000000 Penalty: 3321.965332
	Iteration 8F: 3 clusters Score -3059929 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3061037.000000 Penalty: 3321.965332
	Iteration 9F: 3 clusters Score -3061037 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3062614.000000 Penalty: 3321.965332
	Iteration 10F: 3 clusters Score -3062614 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3064329.750000 Penalty: 3321.965332
	Iteration 11F: 3 clusters Score -3064330 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3065634.500000 Penalty: 3321.965332
	Iteration 12F: 3 clusters Score -3065634 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3066454.500000 Penalty: 3321.965332
	Iteration 13Q: 3 clusters Score -3066454 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3066946.500000 Penalty: 3321.965332
	Iteration 14Q: 3 clusters Score -3066946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3067204.250000 Penalty: 3321.965332
	Iteration 15Q: 3 clusters Score -3067204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3067345.000000 Penalty: 3321.965332
	Iteration 16Q: 3 clusters Score -3067345 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3067404.250000 Penalty: 3321.965332
	Iteration 17Q: 3 clusters Score -3067404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3067465.000000 Penalty: 3321.965332
	Iteration 18Q: 3 clusters Score -3067465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3067499.250000 Penalty: 3321.965332
	Iteration 19Q: 3 clusters Score -3067499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3067534.500000 Penalty: 3321.965332
	Iteration 20F: 3 clusters Score -3067534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3067552.000000 Penalty: 3321.965332
	Iteration 21Q: 3 clusters Score -3067552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3067565.000000 Penalty: 3321.965332
	Iteration 22Q: 3 clusters Score -3067565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3067576.000000 Penalty: 3321.965332
	Iteration 23Q: 3 clusters Score -3067576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3067577.000000 Penalty: 3321.965332
	Iteration 24Q: 3 clusters Score -3067577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3067591.000000 Penalty: 3321.965332
	Iteration 25Q: 3 clusters Score -3067591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3067595.250000 Penalty: 3321.965332
	Iteration 26Q: 3 clusters Score -3067595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3067598.750000 Penalty: 3321.965332
	Iteration 27Q: 3 clusters Score -3067599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3067597.750000 Penalty: 3321.965332
	Iteration 28Q: 3 clusters Score -3067598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3067600.000000 Penalty: 3321.965332
	Iteration 29Q: 3 clusters Score -3067600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3067600.000000 Penalty: 3321.965332
	Iteration 30F: 3 clusters Score -3067600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Entering Unmasked Estep 
Score: -7890919.000000 Penalty: 1811.400513
	Iteration 0F: 2 clusters Score -7890919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -7844430.000000 Penalty: 3622.801025
	Iteration 0F: 3 clusters Score -7844430 nChanged 32922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7863521.500000 Penalty: 3622.801025
	Iteration 1F: 3 clusters Score -7863522 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7864228.000000 Penalty: 3622.801025
	Iteration 2Q: 3 clusters Score -7864228 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7865286.000000 Penalty: 3622.801025
	Iteration 3Q: 3 clusters Score -7865286 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -7867070.500000 Penalty: 3622.801025
	Iteration 4Q: 3 clusters Score -7867070 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -7869975.000000 Penalty: 3622.801025
	Iteration 5F: 3 clusters Score -7869975 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7874467.000000 Penalty: 3622.801025
	Iteration 6F: 3 clusters Score -7874467 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -7879261.500000 Penalty: 3622.801025
	Iteration 7F: 3 clusters Score -7879262 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7882740.500000 Penalty: 3622.801025
	Iteration 8F: 3 clusters Score -7882740 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -7884910.000000 Penalty: 3622.801025
	Iteration 9Q: 3 clusters Score -7884910 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7886234.500000 Penalty: 3622.801025
	Iteration 10Q: 3 clusters Score -7886234 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7887161.000000 Penalty: 3622.801025
	Iteration 11Q: 3 clusters Score -7887161 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -7887888.500000 Penalty: 3622.801025
	Iteration 12Q: 3 clusters Score -7887888 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -7888408.000000 Penalty: 3622.801025
	Iteration 13Q: 3 clusters Score -7888408 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -7888821.000000 Penalty: 3622.801025
	Iteration 14Q: 3 clusters Score -7888821 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -7889094.000000 Penalty: 3622.801025
	Iteration 15Q: 3 clusters Score -7889094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -7889278.500000 Penalty: 3622.801025
	Iteration 16Q: 3 clusters Score -7889278 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -7889394.000000 Penalty: 3622.801025
	Iteration 17Q: 3 clusters Score -7889394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -7889475.500000 Penalty: 3622.801025
	Iteration 18Q: 3 clusters Score -7889476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -7889530.000000 Penalty: 3622.801025
	Iteration 19Q: 3 clusters Score -7889530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -7889579.000000 Penalty: 3622.801025
	Iteration 20F: 3 clusters Score -7889579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -7889598.000000 Penalty: 3622.801025
	Iteration 21Q: 3 clusters Score -7889598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -7889631.500000 Penalty: 3622.801025
	Iteration 22Q: 3 clusters Score -7889632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -7889650.000000 Penalty: 3622.801025
	Iteration 23Q: 3 clusters Score -7889650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -7889654.500000 Penalty: 3622.801025
	Iteration 24Q: 3 clusters Score -7889654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -7889664.000000 Penalty: 3622.801025
	Iteration 25Q: 3 clusters Score -7889664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -7889662.500000 Penalty: 3622.801025
	Iteration 26Q: 3 clusters Score -7889662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -7889664.000000 Penalty: 3622.801025
	Iteration 27Q: 3 clusters Score -7889664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -7889659.500000 Penalty: 3622.801025
	Iteration 28Q: 3 clusters Score -7889660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -7889657.000000 Penalty: 3622.801025
	Iteration 29Q: 3 clusters Score -7889657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -7889665.500000 Penalty: 3622.801025
	Iteration 30Q: 3 clusters Score -7889666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -7889664.000000 Penalty: 3622.801025
	Iteration 31Q: 3 clusters Score -7889664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -7889661.500000 Penalty: 3622.801025
	Iteration 32Q: 3 clusters Score -7889662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -7889663.500000 Penalty: 3622.801025
	Iteration 33Q: 3 clusters Score -7889664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -7889665.500000 Penalty: 3622.801025
	Iteration 34Q: 3 clusters Score -7889666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -7889665.000000 Penalty: 3622.801025
	Iteration 35Q: 3 clusters Score -7889665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -7889663.000000 Penalty: 3622.801025
	Iteration 36Q: 3 clusters Score -7889663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -7889670.500000 Penalty: 3622.801025
	Iteration 37Q: 3 clusters Score -7889670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -7889672.000000 Penalty: 3622.801025
	Iteration 38Q: 3 clusters Score -7889672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -7889667.500000 Penalty: 3622.801025
	Iteration 39Q: 3 clusters Score -7889668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -7889662.500000 Penalty: 3622.801025
	Iteration 40F: 3 clusters Score -7889662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -7889664.000000 Penalty: 3622.801025
	Iteration 41Q: 3 clusters Score -7889664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -7889665.000000 Penalty: 3622.801025
	Iteration 42Q: 3 clusters Score -7889665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -7889664.500000 Penalty: 3622.801025
	Iteration 43Q: 3 clusters Score -7889664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -7889664.500000 Penalty: 3622.801025
	Iteration 44F: 3 clusters Score -7889664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172159 members 
Entering Unmasked Estep 
Score: -19292932.000000 Penalty: 1959.128174
	Iteration 0F: 2 clusters Score -1.929293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -19192738.000000 Penalty: 3918.256348
	Iteration 0F: 3 clusters Score -1.919274e+07 nChanged 83048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -19241854.000000 Penalty: 3918.256348
	Iteration 1F: 3 clusters Score -1.924185e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -19243722.000000 Penalty: 3918.256348
	Iteration 2Q: 3 clusters Score -1.924372e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -19246206.000000 Penalty: 3918.256348
	Iteration 3Q: 3 clusters Score -1.924621e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -19249764.000000 Penalty: 3918.256348
	Iteration 4Q: 3 clusters Score -1.924976e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -19254672.000000 Penalty: 3918.256348
	Iteration 5F: 3 clusters Score -1.925467e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -19262088.000000 Penalty: 3918.256348
	Iteration 6F: 3 clusters Score -1.926209e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -19270300.000000 Penalty: 3918.256348
	Iteration 7F: 3 clusters Score -1.92703e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -19276428.000000 Penalty: 3918.256348
	Iteration 8F: 3 clusters Score -1.927643e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -19279366.000000 Penalty: 3918.256348
	Iteration 9Q: 3 clusters Score -1.927937e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -19280544.000000 Penalty: 3918.256348
	Iteration 10Q: 3 clusters Score -1.928054e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -19281420.000000 Penalty: 3918.256348
	Iteration 11Q: 3 clusters Score -1.928142e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -19282424.000000 Penalty: 3918.256348
	Iteration 12Q: 3 clusters Score -1.928242e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -19283372.000000 Penalty: 3918.256348
	Iteration 13Q: 3 clusters Score -1.928337e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -19284236.000000 Penalty: 3918.256348
	Iteration 14Q: 3 clusters Score -1.928424e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -19285060.000000 Penalty: 3918.256348
	Iteration 15Q: 3 clusters Score -1.928506e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -19285750.000000 Penalty: 3918.256348
	Iteration 16Q: 3 clusters Score -1.928575e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -19286420.000000 Penalty: 3918.256348
	Iteration 17Q: 3 clusters Score -1.928642e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -19287000.000000 Penalty: 3918.256348
	Iteration 18Q: 3 clusters Score -1.9287e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -19287380.000000 Penalty: 3918.256348
	Iteration 19Q: 3 clusters Score -1.928738e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -19287812.000000 Penalty: 3918.256348
	Iteration 20F: 3 clusters Score -1.928781e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -19288194.000000 Penalty: 3918.256348
	Iteration 21Q: 3 clusters Score -1.928819e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94573 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -19288478.000000 Penalty: 3918.256348
	Iteration 22Q: 3 clusters Score -1.928848e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -19288702.000000 Penalty: 3918.256348
	Iteration 23Q: 3 clusters Score -1.92887e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -19288904.000000 Penalty: 3918.256348
	Iteration 24Q: 3 clusters Score -1.92889e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -19289052.000000 Penalty: 3918.256348
	Iteration 25Q: 3 clusters Score -1.928905e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -19289282.000000 Penalty: 3918.256348
	Iteration 26Q: 3 clusters Score -1.928928e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -19289458.000000 Penalty: 3918.256348
	Iteration 27Q: 3 clusters Score -1.928946e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -19289550.000000 Penalty: 3918.256348
	Iteration 28Q: 3 clusters Score -1.928955e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -19289546.000000 Penalty: 3918.256348
	Iteration 29Q: 3 clusters Score -1.928955e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -19289654.000000 Penalty: 3918.256348
	Iteration 30Q: 3 clusters Score -1.928965e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -19289736.000000 Penalty: 3918.256348
	Iteration 31Q: 3 clusters Score -1.928974e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -19289908.000000 Penalty: 3918.256348
	Iteration 32Q: 3 clusters Score -1.928991e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -19290022.000000 Penalty: 3918.256348
	Iteration 33Q: 3 clusters Score -1.929002e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -19290154.000000 Penalty: 3918.256348
	Iteration 34Q: 3 clusters Score -1.929015e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -19290254.000000 Penalty: 3918.256348
	Iteration 35Q: 3 clusters Score -1.929025e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -19290242.000000 Penalty: 3918.256348
	Iteration 36Q: 3 clusters Score -1.929024e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -19290414.000000 Penalty: 3918.256348
	Iteration 37Q: 3 clusters Score -1.929041e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -19290586.000000 Penalty: 3918.256348
	Iteration 38Q: 3 clusters Score -1.929059e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -19290654.000000 Penalty: 3918.256348
	Iteration 39Q: 3 clusters Score -1.929065e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -19290678.000000 Penalty: 3918.256348
	Iteration 40F: 3 clusters Score -1.929068e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -19290812.000000 Penalty: 3918.256348
	Iteration 41Q: 3 clusters Score -1.929081e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -19290874.000000 Penalty: 3918.256348
	Iteration 42Q: 3 clusters Score -1.929087e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -19290894.000000 Penalty: 3918.256348
	Iteration 43Q: 3 clusters Score -1.929089e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -19290874.000000 Penalty: 3918.256348
	Iteration 44Q: 3 clusters Score -1.929087e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -19290906.000000 Penalty: 3918.256348
	Iteration 45Q: 3 clusters Score -1.929091e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -19290884.000000 Penalty: 3918.256348
	Iteration 46Q: 3 clusters Score -1.929088e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.929098e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.929097e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.929097e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -19291024.000000 Penalty: 3918.256348
	Iteration 50Q: 3 clusters Score -1.929102e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -19291000.000000 Penalty: 3918.256348
	Iteration 51Q: 3 clusters Score -1.9291e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -19291054.000000 Penalty: 3918.256348
	Iteration 52Q: 3 clusters Score -1.929105e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.929105e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -19291044.000000 Penalty: 3918.256348
	Iteration 54Q: 3 clusters Score -1.929104e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -19291072.000000 Penalty: 3918.256348
	Iteration 55Q: 3 clusters Score -1.929107e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -19291052.000000 Penalty: 3918.256348
	Iteration 56Q: 3 clusters Score -1.929105e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -19291108.000000 Penalty: 3918.256348
	Iteration 57Q: 3 clusters Score -1.929111e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -19291148.000000 Penalty: 3918.256348
	Iteration 58Q: 3 clusters Score -1.929115e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -19291166.000000 Penalty: 3918.256348
	Iteration 59Q: 3 clusters Score -1.929117e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -19291138.000000 Penalty: 3918.256348
	Iteration 60F: 3 clusters Score -1.929114e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.929119e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -19291230.000000 Penalty: 3918.256348
	Iteration 62Q: 3 clusters Score -1.929123e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -19291246.000000 Penalty: 3918.256348
	Iteration 63Q: 3 clusters Score -1.929125e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.929125e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -19291250.000000 Penalty: 3918.256348
	Iteration 65Q: 3 clusters Score -1.929125e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -19291256.000000 Penalty: 3918.256348
	Iteration 66Q: 3 clusters Score -1.929126e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -19291284.000000 Penalty: 3918.256348
	Iteration 67Q: 3 clusters Score -1.929128e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -19291308.000000 Penalty: 3918.256348
	Iteration 68Q: 3 clusters Score -1.929131e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -19291354.000000 Penalty: 3918.256348
	Iteration 69Q: 3 clusters Score -1.929135e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -19291404.000000 Penalty: 3918.256348
	Iteration 70Q: 3 clusters Score -1.92914e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -19291370.000000 Penalty: 3918.256348
	Iteration 71Q: 3 clusters Score -1.929137e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -19291410.000000 Penalty: 3918.256348
	Iteration 72Q: 3 clusters Score -1.929141e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -19291468.000000 Penalty: 3918.256348
	Iteration 73Q: 3 clusters Score -1.929147e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -19291458.000000 Penalty: 3918.256348
	Iteration 74Q: 3 clusters Score -1.929146e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.929146e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.929146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.929146e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -19291472.000000 Penalty: 3918.256348
	Iteration 78Q: 3 clusters Score -1.929147e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -19291460.000000 Penalty: 3918.256348
	Iteration 79Q: 3 clusters Score -1.929146e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -19291446.000000 Penalty: 3918.256348
	Iteration 80F: 3 clusters Score -1.929145e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -19291482.000000 Penalty: 3918.256348
	Iteration 81Q: 3 clusters Score -1.929148e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -19291490.000000 Penalty: 3918.256348
	Iteration 82Q: 3 clusters Score -1.929149e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -19291486.000000 Penalty: 3918.256348
	Iteration 83Q: 3 clusters Score -1.929149e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109668 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.929147e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -19291476.000000 Penalty: 3918.256348
	Iteration 85Q: 3 clusters Score -1.929148e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109982 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.929149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -19291458.000000 Penalty: 3918.256348
	Iteration 87Q: 3 clusters Score -1.929146e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -19291424.000000 Penalty: 3918.256348
	Iteration 88Q: 3 clusters Score -1.929142e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -19291460.000000 Penalty: 3918.256348
	Iteration 89Q: 3 clusters Score -1.929146e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -19291508.000000 Penalty: 3918.256348
	Iteration 90Q: 3 clusters Score -1.929151e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -19291516.000000 Penalty: 3918.256348
	Iteration 91Q: 3 clusters Score -1.929152e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110991 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -19291514.000000 Penalty: 3918.256348
	Iteration 92Q: 3 clusters Score -1.929151e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -19291532.000000 Penalty: 3918.256348
	Iteration 93Q: 3 clusters Score -1.929153e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -19291546.000000 Penalty: 3918.256348
	Iteration 94Q: 3 clusters Score -1.929155e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -19291590.000000 Penalty: 3918.256348
	Iteration 95Q: 3 clusters Score -1.929159e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -19291630.000000 Penalty: 3918.256348
	Iteration 96Q: 3 clusters Score -1.929163e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112061 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -19291642.000000 Penalty: 3918.256348
	Iteration 97Q: 3 clusters Score -1.929164e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.929166e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -19291712.000000 Penalty: 3918.256348
	Iteration 99Q: 3 clusters Score -1.929171e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112735 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -19291744.000000 Penalty: 3918.256348
	Iteration 100F: 3 clusters Score -1.929174e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -19291808.000000 Penalty: 3918.256348
	Iteration 101Q: 3 clusters Score -1.929181e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -19291854.000000 Penalty: 3918.256348
	Iteration 102Q: 3 clusters Score -1.929185e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -19291862.000000 Penalty: 3918.256348
	Iteration 103Q: 3 clusters Score -1.929186e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -19291878.000000 Penalty: 3918.256348
	Iteration 104Q: 3 clusters Score -1.929188e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -19291904.000000 Penalty: 3918.256348
	Iteration 105Q: 3 clusters Score -1.92919e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114331 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -19291964.000000 Penalty: 3918.256348
	Iteration 106Q: 3 clusters Score -1.929196e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -19292024.000000 Penalty: 3918.256348
	Iteration 107Q: 3 clusters Score -1.929202e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -19292062.000000 Penalty: 3918.256348
	Iteration 108Q: 3 clusters Score -1.929206e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115274 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -19292118.000000 Penalty: 3918.256348
	Iteration 109Q: 3 clusters Score -1.929212e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -19292162.000000 Penalty: 3918.256348
	Iteration 110Q: 3 clusters Score -1.929216e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -19292218.000000 Penalty: 3918.256348
	Iteration 111Q: 3 clusters Score -1.929222e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -19292282.000000 Penalty: 3918.256348
	Iteration 112Q: 3 clusters Score -1.929228e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -19292448.000000 Penalty: 3918.256348
	Iteration 113Q: 3 clusters Score -1.929245e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -19292604.000000 Penalty: 3918.256348
	Iteration 114Q: 3 clusters Score -1.92926e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117741 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -19292714.000000 Penalty: 3918.256348
	Iteration 115Q: 3 clusters Score -1.929271e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -19292890.000000 Penalty: 3918.256348
	Iteration 116Q: 3 clusters Score -1.929289e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -19293096.000000 Penalty: 3918.256348
	Iteration 117Q: 3 clusters Score -1.92931e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -19293316.000000 Penalty: 3918.256348
	Iteration 118Q: 3 clusters Score -1.929332e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120006 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -19293620.000000 Penalty: 3918.256348
	Iteration 119Q: 3 clusters Score -1.929362e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -19293922.000000 Penalty: 3918.256348
	Iteration 120F: 3 clusters Score -1.929392e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -19294282.000000 Penalty: 3918.256348
	Iteration 121Q: 3 clusters Score -1.929428e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -19294538.000000 Penalty: 3918.256348
	Iteration 122Q: 3 clusters Score -1.929454e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -19294860.000000 Penalty: 3918.256348
	Iteration 123Q: 3 clusters Score -1.929486e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -19295174.000000 Penalty: 3918.256348
	Iteration 124Q: 3 clusters Score -1.929517e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -19295540.000000 Penalty: 3918.256348
	Iteration 125Q: 3 clusters Score -1.929554e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -19295816.000000 Penalty: 3918.256348
	Iteration 126Q: 3 clusters Score -1.929582e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -19296096.000000 Penalty: 3918.256348
	Iteration 127Q: 3 clusters Score -1.92961e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -19296512.000000 Penalty: 3918.256348
	Iteration 128Q: 3 clusters Score -1.929651e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -19296800.000000 Penalty: 3918.256348
	Iteration 129Q: 3 clusters Score -1.92968e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -19297104.000000 Penalty: 3918.256348
	Iteration 130Q: 3 clusters Score -1.92971e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -19297402.000000 Penalty: 3918.256348
	Iteration 131Q: 3 clusters Score -1.92974e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127602 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -19297654.000000 Penalty: 3918.256348
	Iteration 132Q: 3 clusters Score -1.929765e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128102 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -19297862.000000 Penalty: 3918.256348
	Iteration 133Q: 3 clusters Score -1.929786e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -19298146.000000 Penalty: 3918.256348
	Iteration 134Q: 3 clusters Score -1.929815e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129116 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -19298524.000000 Penalty: 3918.256348
	Iteration 135Q: 3 clusters Score -1.929852e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -19298752.000000 Penalty: 3918.256348
	Iteration 136Q: 3 clusters Score -1.929875e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -19298972.000000 Penalty: 3918.256348
	Iteration 137Q: 3 clusters Score -1.929897e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -19299194.000000 Penalty: 3918.256348
	Iteration 138Q: 3 clusters Score -1.929919e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130684 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -19299368.000000 Penalty: 3918.256348
	Iteration 139Q: 3 clusters Score -1.929937e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -19299502.000000 Penalty: 3918.256348
	Iteration 140F: 3 clusters Score -1.92995e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131296 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -19299658.000000 Penalty: 3918.256348
	Iteration 141Q: 3 clusters Score -1.929966e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -19299764.000000 Penalty: 3918.256348
	Iteration 142Q: 3 clusters Score -1.929976e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -19299834.000000 Penalty: 3918.256348
	Iteration 143Q: 3 clusters Score -1.929983e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -19299932.000000 Penalty: 3918.256348
	Iteration 144Q: 3 clusters Score -1.929993e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -19299964.000000 Penalty: 3918.256348
	Iteration 145Q: 3 clusters Score -1.929996e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132190 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -19300008.000000 Penalty: 3918.256348
	Iteration 146Q: 3 clusters Score -1.930001e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -19300032.000000 Penalty: 3918.256348
	Iteration 147Q: 3 clusters Score -1.930003e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132384 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -19300064.000000 Penalty: 3918.256348
	Iteration 148Q: 3 clusters Score -1.930006e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -19300080.000000 Penalty: 3918.256348
	Iteration 149Q: 3 clusters Score -1.930008e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -19300084.000000 Penalty: 3918.256348
	Iteration 150Q: 3 clusters Score -1.930008e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132625 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -19300100.000000 Penalty: 3918.256348
	Iteration 151Q: 3 clusters Score -1.93001e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132680 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -19300106.000000 Penalty: 3918.256348
	Iteration 152Q: 3 clusters Score -1.930011e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -19300114.000000 Penalty: 3918.256348
	Iteration 153Q: 3 clusters Score -1.930011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -19300122.000000 Penalty: 3918.256348
	Iteration 154Q: 3 clusters Score -1.930012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -19300140.000000 Penalty: 3918.256348
	Iteration 155Q: 3 clusters Score -1.930014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -19300162.000000 Penalty: 3918.256348
	Iteration 156Q: 3 clusters Score -1.930016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -19300148.000000 Penalty: 3918.256348
	Iteration 157Q: 3 clusters Score -1.930015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -19300138.000000 Penalty: 3918.256348
	Iteration 158Q: 3 clusters Score -1.930014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133043 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -19300150.000000 Penalty: 3918.256348
	Iteration 159Q: 3 clusters Score -1.930015e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -19300154.000000 Penalty: 3918.256348
	Iteration 160F: 3 clusters Score -1.930015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133088 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -19300158.000000 Penalty: 3918.256348
	Iteration 161Q: 3 clusters Score -1.930016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -19300154.000000 Penalty: 3918.256348
	Iteration 162Q: 3 clusters Score -1.930015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133112 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -19300140.000000 Penalty: 3918.256348
	Iteration 163Q: 3 clusters Score -1.930014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -19300142.000000 Penalty: 3918.256348
	Iteration 164Q: 3 clusters Score -1.930014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133129 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -19300144.000000 Penalty: 3918.256348
	Iteration 165Q: 3 clusters Score -1.930014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -19300152.000000 Penalty: 3918.256348
	Iteration 166Q: 3 clusters Score -1.930015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -19300146.000000 Penalty: 3918.256348
	Iteration 167Q: 3 clusters Score -1.930015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -19300146.000000 Penalty: 3918.256348
	Iteration 168Q: 3 clusters Score -1.930015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -19300168.000000 Penalty: 3918.256348
	Iteration 169Q: 3 clusters Score -1.930017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -19300142.000000 Penalty: 3918.256348
	Iteration 170Q: 3 clusters Score -1.930014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -19300148.000000 Penalty: 3918.256348
	Iteration 171Q: 3 clusters Score -1.930015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133152 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -19300150.000000 Penalty: 3918.256348
	Iteration 172Q: 3 clusters Score -1.930015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -19300148.000000 Penalty: 3918.256348
	Iteration 173Q: 3 clusters Score -1.930015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -19300142.000000 Penalty: 3918.256348
	Iteration 174Q: 3 clusters Score -1.930014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -19300142.000000 Penalty: 3918.256348
	Iteration 175F: 3 clusters Score -1.930014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 39005 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 153661 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 18 contains 69361 members 
Mstep: Class 20 contains 133154 members 
Mstep: Class 23 contains 38546 members 
Mstep: Class 24 contains 2083 members 
Entering Unmasked Estep 
Score: -64729608.000000 Penalty: 34528.816406
Splitting cluster 20 changes total score from -64721412.000000 to -64729608.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 23 (38546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Entering Unmasked Estep 
Score: -4405548.500000 Penalty: 1715.936279
	Iteration 0F: 2 clusters Score -4405548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4379642.500000 Penalty: 3431.872559
	Iteration 0F: 3 clusters Score -4379642 nChanged 17920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4389776.500000 Penalty: 3431.872559
	Iteration 1F: 3 clusters Score -4389776 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4390215.000000 Penalty: 3431.872559
	Iteration 2Q: 3 clusters Score -4390215 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -4390725.500000 Penalty: 3431.872559
	Iteration 3Q: 3 clusters Score -4390726 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4391449.000000 Penalty: 3431.872559
	Iteration 4Q: 3 clusters Score -4391449 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4392576.000000 Penalty: 3431.872559
	Iteration 5F: 3 clusters Score -4392576 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -4394272.500000 Penalty: 3431.872559
	Iteration 6F: 3 clusters Score -4394272 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4396478.500000 Penalty: 3431.872559
	Iteration 7F: 3 clusters Score -4396478 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4398791.000000 Penalty: 3431.872559
	Iteration 8F: 3 clusters Score -4398791 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4400752.000000 Penalty: 3431.872559
	Iteration 9F: 3 clusters Score -4400752 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4402139.500000 Penalty: 3431.872559
	Iteration 10Q: 3 clusters Score -4402140 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4402946.500000 Penalty: 3431.872559
	Iteration 11Q: 3 clusters Score -4402946 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4403460.500000 Penalty: 3431.872559
	Iteration 12Q: 3 clusters Score -4403460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4403694.000000 Penalty: 3431.872559
	Iteration 13Q: 3 clusters Score -4403694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4403835.000000 Penalty: 3431.872559
	Iteration 14Q: 3 clusters Score -4403835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4403921.500000 Penalty: 3431.872559
	Iteration 15Q: 3 clusters Score -4403922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4403957.500000 Penalty: 3431.872559
	Iteration 16Q: 3 clusters Score -4403958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4403984.000000 Penalty: 3431.872559
	Iteration 17Q: 3 clusters Score -4403984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4404014.500000 Penalty: 3431.872559
	Iteration 18Q: 3 clusters Score -4404014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4404031.500000 Penalty: 3431.872559
	Iteration 19Q: 3 clusters Score -4404032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -4404046.500000 Penalty: 3431.872559
	Iteration 20F: 3 clusters Score -4404046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4404060.000000 Penalty: 3431.872559
	Iteration 21Q: 3 clusters Score -4404060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4404074.500000 Penalty: 3431.872559
	Iteration 22Q: 3 clusters Score -4404074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -4404084.500000 Penalty: 3431.872559
	Iteration 23Q: 3 clusters Score -4404084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4404092.500000 Penalty: 3431.872559
	Iteration 24Q: 3 clusters Score -4404092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -4404096.000000 Penalty: 3431.872559
	Iteration 25Q: 3 clusters Score -4404096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4404097.500000 Penalty: 3431.872559
	Iteration 26Q: 3 clusters Score -4404098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -4404096.500000 Penalty: 3431.872559
	Iteration 27Q: 3 clusters Score -4404096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -4404096.500000 Penalty: 3431.872559
	Iteration 28F: 3 clusters Score -4404096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -219599.937500 Penalty: 1241.754150
	Iteration 0F: 2 clusters Score -219599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -217470.156250 Penalty: 2483.508301
	Iteration 0F: 3 clusters Score -217470.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217946.609375 Penalty: 2483.508301
	Iteration 1F: 3 clusters Score -217946.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218074.406250 Penalty: 2483.508301
	Iteration 2F: 3 clusters Score -218074.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -218147.359375 Penalty: 2483.508301
	Iteration 3Q: 3 clusters Score -218147.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218193.796875 Penalty: 2483.508301
	Iteration 4Q: 3 clusters Score -218193.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218249.984375 Penalty: 2483.508301
	Iteration 5Q: 3 clusters Score -218250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218292.125000 Penalty: 2483.508301
	Iteration 6Q: 3 clusters Score -218292.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -218333.796875 Penalty: 2483.508301
	Iteration 7Q: 3 clusters Score -218333.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218371.890625 Penalty: 2483.508301
	Iteration 8Q: 3 clusters Score -218371.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218395.656250 Penalty: 2483.508301
	Iteration 9Q: 3 clusters Score -218395.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218421.281250 Penalty: 2483.508301
	Iteration 10Q: 3 clusters Score -218421.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218440.203125 Penalty: 2483.508301
	Iteration 11Q: 3 clusters Score -218440.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 2483.508301
	Iteration 12Q: 3 clusters Score -218455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218468.593750 Penalty: 2483.508301
	Iteration 13Q: 3 clusters Score -218468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218476.750000 Penalty: 2483.508301
	Iteration 14Q: 3 clusters Score -218476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218480.000000 Penalty: 2483.508301
	Iteration 15Q: 3 clusters Score -218480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218485.296875 Penalty: 2483.508301
	Iteration 16Q: 3 clusters Score -218485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218488.375000 Penalty: 2483.508301
	Iteration 17Q: 3 clusters Score -218488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -218490.406250 Penalty: 2483.508301
	Iteration 18Q: 3 clusters Score -218490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -218496.437500 Penalty: 2483.508301
	Iteration 19Q: 3 clusters Score -218496.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -218504.343750 Penalty: 2483.508301
	Iteration 20F: 3 clusters Score -218504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -218511.625000 Penalty: 2483.508301
	Iteration 21Q: 3 clusters Score -218511.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -218522.593750 Penalty: 2483.508301
	Iteration 22Q: 3 clusters Score -218522.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -218533.484375 Penalty: 2483.508301
	Iteration 23Q: 3 clusters Score -218533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -218548.046875 Penalty: 2483.508301
	Iteration 24Q: 3 clusters Score -218548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218559.375000 Penalty: 2483.508301
	Iteration 25Q: 3 clusters Score -218559.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218567.062500 Penalty: 2483.508301
	Iteration 26Q: 3 clusters Score -218567.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -218574.312500 Penalty: 2483.508301
	Iteration 27Q: 3 clusters Score -218574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218581.765625 Penalty: 2483.508301
	Iteration 28Q: 3 clusters Score -218581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -218588.500000 Penalty: 2483.508301
	Iteration 29Q: 3 clusters Score -218588.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -218597.359375 Penalty: 2483.508301
	Iteration 30Q: 3 clusters Score -218597.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218610.406250 Penalty: 2483.508301
	Iteration 31Q: 3 clusters Score -218610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -218625.734375 Penalty: 2483.508301
	Iteration 32Q: 3 clusters Score -218625.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -218640.578125 Penalty: 2483.508301
	Iteration 33Q: 3 clusters Score -218640.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -218657.718750 Penalty: 2483.508301
	Iteration 34Q: 3 clusters Score -218657.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -218677.359375 Penalty: 2483.508301
	Iteration 35Q: 3 clusters Score -218677.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -218701.031250 Penalty: 2483.508301
	Iteration 36Q: 3 clusters Score -218701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -218720.375000 Penalty: 2483.508301
	Iteration 37Q: 3 clusters Score -218720.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -218740.562500 Penalty: 2483.508301
	Iteration 38Q: 3 clusters Score -218740.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -218758.421875 Penalty: 2483.508301
	Iteration 39Q: 3 clusters Score -218758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -218772.531250 Penalty: 2483.508301
	Iteration 40F: 3 clusters Score -218772.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -218782.296875 Penalty: 2483.508301
	Iteration 41Q: 3 clusters Score -218782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -218792.515625 Penalty: 2483.508301
	Iteration 42Q: 3 clusters Score -218792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -218800.218750 Penalty: 2483.508301
	Iteration 43Q: 3 clusters Score -218800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -218813.859375 Penalty: 2483.508301
	Iteration 44Q: 3 clusters Score -218813.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218830.437500 Penalty: 2483.508301
	Iteration 45Q: 3 clusters Score -218830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -218843.421875 Penalty: 2483.508301
	Iteration 46Q: 3 clusters Score -218843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -218850.984375 Penalty: 2483.508301
	Iteration 47Q: 3 clusters Score -218851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218856.390625 Penalty: 2483.508301
	Iteration 48Q: 3 clusters Score -218856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -218858.500000 Penalty: 2483.508301
	Iteration 49Q: 3 clusters Score -218858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -218859.781250 Penalty: 2483.508301
	Iteration 50Q: 3 clusters Score -218859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -218862.375000 Penalty: 2483.508301
	Iteration 51Q: 3 clusters Score -218862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -218864.281250 Penalty: 2483.508301
	Iteration 52Q: 3 clusters Score -218864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -218865.734375 Penalty: 2483.508301
	Iteration 53Q: 3 clusters Score -218865.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218868.125000 Penalty: 2483.508301
	Iteration 54Q: 3 clusters Score -218868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -218870.312500 Penalty: 2483.508301
	Iteration 55Q: 3 clusters Score -218870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -218871.187500 Penalty: 2483.508301
	Iteration 56Q: 3 clusters Score -218871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -218873.343750 Penalty: 2483.508301
	Iteration 57Q: 3 clusters Score -218873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -218875.625000 Penalty: 2483.508301
	Iteration 58Q: 3 clusters Score -218875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -218876.859375 Penalty: 2483.508301
	Iteration 59Q: 3 clusters Score -218876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218878.578125 Penalty: 2483.508301
	Iteration 60F: 3 clusters Score -218878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218879.750000 Penalty: 2483.508301
	Iteration 61Q: 3 clusters Score -218879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218883.140625 Penalty: 2483.508301
	Iteration 62Q: 3 clusters Score -218883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218884.578125 Penalty: 2483.508301
	Iteration 63Q: 3 clusters Score -218884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218884.578125 Penalty: 2483.508301
	Iteration 64F: 3 clusters Score -218884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 153661 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 27486 members 
Mstep: Class 18 contains 69361 members 
Mstep: Class 20 contains 133154 members 
Mstep: Class 23 contains 38546 members 
Mstep: Class 24 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64733404.000000 Penalty: 34528.816406
Iteration 39Q: 17 clusters Score -6.47334e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 6312 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 845 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 149230 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 27002 members 
Mstep: Class 18 contains 68884 members 
Mstep: Class 20 contains 139250 members 
Mstep: Class 23 contains 38878 members 
Mstep: Class 24 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64738676.000000 Penalty: 34528.816406
Iteration 40F: 17 clusters Score -6.473868e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 12156 members 
Mstep: Class 5 contains 835 members 
Mstep: Class 6 contains 40073 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 144474 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 26362 members 
Mstep: Class 18 contains 68422 members 
Mstep: Class 20 contains 143501 members 
Mstep: Class 23 contains 39176 members 
Mstep: Class 24 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741120.000000 Penalty: 34528.816406
Iteration 41Q: 17 clusters Score -6.474112e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 6011 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 6 contains 41176 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 1898 members 
Mstep: Class 11 contains 142347 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 25882 members 
Mstep: Class 18 contains 68026 members 
Mstep: Class 20 contains 145322 members 
Mstep: Class 23 contains 39456 members 
Mstep: Class 24 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64741580.000000 Penalty: 34528.816406
Iteration 42Q: 17 clusters Score -6.474158e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 5886 members 
Mstep: Class 4 contains 12397 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 42088 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 9 contains 9012 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 141605 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 25533 members 
Mstep: Class 18 contains 67720 members 
Mstep: Class 20 contains 145701 members 
Mstep: Class 23 contains 39728 members 
Mstep: Class 24 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742128.000000 Penalty: 34528.816406
Iteration 43Q: 17 clusters Score -6.474213e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 1107 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 42912 members 
Mstep: Class 7 contains 701 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 141471 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 16 contains 25300 members 
Mstep: Class 18 contains 67465 members 
Mstep: Class 20 contains 145404 members 
Mstep: Class 23 contains 40006 members 
Mstep: Class 24 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64742748.000000 Penalty: 34528.816406
Iteration 44Q: 17 clusters Score -6.474275e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 43626 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 9 contains 8777 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 141669 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 25104 members 
Mstep: Class 18 contains 67294 members 
Mstep: Class 20 contains 144761 members 
Mstep: Class 23 contains 40298 members 
Mstep: Class 24 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743084.000000 Penalty: 34528.816406
Iteration 45Q: 17 clusters Score -6.474308e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 5604 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 44253 members 
Mstep: Class 7 contains 663 members 
Mstep: Class 9 contains 8649 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 141933 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 24919 members 
Mstep: Class 18 contains 67175 members 
Mstep: Class 20 contains 144056 members 
Mstep: Class 23 contains 40594 members 
Mstep: Class 24 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743156.000000 Penalty: 34528.816406
Iteration 46Q: 17 clusters Score -6.474316e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 5512 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 44808 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 9 contains 8533 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 142189 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 18 contains 67068 members 
Mstep: Class 20 contains 143344 members 
Mstep: Class 23 contains 40894 members 
Mstep: Class 24 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743400.000000 Penalty: 34528.816406
Iteration 47Q: 17 clusters Score -6.47434e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 12409 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 45293 members 
Mstep: Class 7 contains 646 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 142447 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 18 contains 66985 members 
Mstep: Class 20 contains 142698 members 
Mstep: Class 23 contains 41173 members 
Mstep: Class 24 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743500.000000 Penalty: 34528.816406
Iteration 48Q: 17 clusters Score -6.47435e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 5358 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 142676 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 18 contains 66903 members 
Mstep: Class 20 contains 142100 members 
Mstep: Class 23 contains 41415 members 
Mstep: Class 24 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743276.000000 Penalty: 34528.816406
Iteration 49Q: 17 clusters Score -6.474328e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 46125 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 9 contains 8181 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 142845 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 24522 members 
Mstep: Class 18 contains 66837 members 
Mstep: Class 20 contains 141625 members 
Mstep: Class 23 contains 41617 members 
Mstep: Class 24 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743612.000000 Penalty: 34528.816406
Iteration 50Q: 17 clusters Score -6.474361e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 46450 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 142988 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 24481 members 
Mstep: Class 18 contains 66781 members 
Mstep: Class 20 contains 141207 members 
Mstep: Class 23 contains 41803 members 
Mstep: Class 24 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743348.000000 Penalty: 34528.816406
Iteration 51Q: 17 clusters Score -6.474335e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 12327 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 46715 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 9 contains 7996 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 143170 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 24438 members 
Mstep: Class 18 contains 66767 members 
Mstep: Class 20 contains 140778 members 
Mstep: Class 23 contains 41971 members 
Mstep: Class 24 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743368.000000 Penalty: 34528.816406
Iteration 52Q: 17 clusters Score -6.474337e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 12307 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 46969 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 9 contains 7911 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 143289 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 24400 members 
Mstep: Class 18 contains 66753 members 
Mstep: Class 20 contains 140417 members 
Mstep: Class 23 contains 42137 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743372.000000 Penalty: 34528.816406
Iteration 53Q: 17 clusters Score -6.474337e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 12295 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 47191 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 2029 members 
Mstep: Class 11 contains 143425 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 18 contains 66745 members 
Mstep: Class 20 contains 140031 members 
Mstep: Class 23 contains 42299 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743456.000000 Penalty: 34528.816406
Iteration 54Q: 17 clusters Score -6.474346e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 47384 members 
Mstep: Class 7 contains 621 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 143538 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 18 contains 66753 members 
Mstep: Class 20 contains 139670 members 
Mstep: Class 23 contains 42447 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743352.000000 Penalty: 34528.816406
Iteration 55Q: 17 clusters Score -6.474335e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 47553 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 9 contains 7693 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 143636 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 18 contains 66761 members 
Mstep: Class 20 contains 139346 members 
Mstep: Class 23 contains 42579 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743452.000000 Penalty: 34528.816406
Iteration 56Q: 17 clusters Score -6.474345e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 47658 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 143694 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 18 contains 66772 members 
Mstep: Class 20 contains 139096 members 
Mstep: Class 23 contains 42739 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743524.000000 Penalty: 34528.816406
Iteration 57Q: 17 clusters Score -6.474352e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 5082 members 
Mstep: Class 4 contains 12243 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 47764 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 143735 members 
Mstep: Class 15 contains 3733 members 
Mstep: Class 16 contains 24331 members 
Mstep: Class 18 contains 66787 members 
Mstep: Class 20 contains 138902 members 
Mstep: Class 23 contains 42853 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743396.000000 Penalty: 34528.816406
Iteration 58Q: 17 clusters Score -6.47434e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 5076 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 47875 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 143811 members 
Mstep: Class 15 contains 3746 members 
Mstep: Class 16 contains 24326 members 
Mstep: Class 18 contains 66796 members 
Mstep: Class 20 contains 138674 members 
Mstep: Class 23 contains 42956 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743336.000000 Penalty: 34528.816406
Iteration 59Q: 17 clusters Score -6.474334e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 569 members 
Mstep: Class 6 contains 47985 members 
Mstep: Class 7 contains 604 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 143795 members 
Mstep: Class 15 contains 3756 members 
Mstep: Class 16 contains 24337 members 
Mstep: Class 18 contains 66801 members 
Mstep: Class 20 contains 138529 members 
Mstep: Class 23 contains 43054 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64743724.000000 Penalty: 34528.816406
Iteration 60F: 17 clusters Score -6.474372e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 1120 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 12182 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 48071 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 143834 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 18 contains 66811 members 
Mstep: Class 20 contains 138343 members 
Mstep: Class 23 contains 43147 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744008.000000 Penalty: 34528.816406
Iteration 61Q: 17 clusters Score -6.474401e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 12191 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 48131 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 9 contains 7375 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 143861 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 18 contains 66818 members 
Mstep: Class 20 contains 138159 members 
Mstep: Class 23 contains 43255 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744272.000000 Penalty: 34528.816406
Iteration 62Q: 17 clusters Score -6.474427e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 143938 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 18 contains 66822 members 
Mstep: Class 20 contains 137938 members 
Mstep: Class 23 contains 43345 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744296.000000 Penalty: 34528.816406
Iteration 63Q: 17 clusters Score -6.47443e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 48230 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 9 contains 7281 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 144035 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 24445 members 
Mstep: Class 18 contains 66834 members 
Mstep: Class 20 contains 137655 members 
Mstep: Class 23 contains 43452 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744352.000000 Penalty: 34528.816406
Iteration 64Q: 17 clusters Score -6.474435e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 48289 members 
Mstep: Class 7 contains 484 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 144135 members 
Mstep: Class 15 contains 4044 members 
Mstep: Class 16 contains 24494 members 
Mstep: Class 18 contains 66844 members 
Mstep: Class 20 contains 137359 members 
Mstep: Class 23 contains 43559 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744516.000000 Penalty: 34528.816406
Iteration 65Q: 17 clusters Score -6.474452e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 48323 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 144196 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 24523 members 
Mstep: Class 18 contains 66855 members 
Mstep: Class 20 contains 137120 members 
Mstep: Class 23 contains 43644 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744576.000000 Penalty: 34528.816406
Iteration 66Q: 17 clusters Score -6.474458e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 12036 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 48370 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 144222 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 24556 members 
Mstep: Class 18 contains 66860 members 
Mstep: Class 20 contains 136928 members 
Mstep: Class 23 contains 43724 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744508.000000 Penalty: 34528.816406
Iteration 67Q: 17 clusters Score -6.474451e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 1132 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 11993 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 144233 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 24583 members 
Mstep: Class 18 contains 66867 members 
Mstep: Class 20 contains 136765 members 
Mstep: Class 23 contains 43785 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744520.000000 Penalty: 34528.816406
Iteration 68Q: 17 clusters Score -6.474452e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 48467 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 2070 members 
Mstep: Class 11 contains 144258 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 24617 members 
Mstep: Class 18 contains 66879 members 
Mstep: Class 20 contains 136592 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744536.000000 Penalty: 34528.816406
Iteration 69Q: 17 clusters Score -6.474454e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 48500 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 2078 members 
Mstep: Class 11 contains 144292 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 16 contains 24640 members 
Mstep: Class 18 contains 66879 members 
Mstep: Class 20 contains 136466 members 
Mstep: Class 23 contains 43896 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744680.000000 Penalty: 34528.816406
Iteration 70Q: 17 clusters Score -6.474468e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 11898 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 48522 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 9 contains 6968 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 144312 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 18 contains 66881 members 
Mstep: Class 20 contains 136373 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744704.000000 Penalty: 34528.816406
Iteration 71Q: 17 clusters Score -6.47447e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 11870 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 48533 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 144364 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 18 contains 66883 members 
Mstep: Class 20 contains 136274 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744692.000000 Penalty: 34528.816406
Iteration 72Q: 17 clusters Score -6.474469e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 11844 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 48544 members 
Mstep: Class 7 contains 438 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 144377 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 18 contains 66883 members 
Mstep: Class 20 contains 136241 members 
Mstep: Class 23 contains 43986 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744712.000000 Penalty: 34528.816406
Iteration 73Q: 17 clusters Score -6.474471e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 48557 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 144385 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 24713 members 
Mstep: Class 18 contains 66886 members 
Mstep: Class 20 contains 136195 members 
Mstep: Class 23 contains 44004 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744788.000000 Penalty: 34528.816406
Iteration 74Q: 17 clusters Score -6.474479e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 48561 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 144385 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 24744 members 
Mstep: Class 18 contains 66889 members 
Mstep: Class 20 contains 136168 members 
Mstep: Class 23 contains 44025 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744812.000000 Penalty: 34528.816406
Iteration 75Q: 17 clusters Score -6.474481e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 11754 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 48572 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 144383 members 
Mstep: Class 15 contains 4822 members 
Mstep: Class 16 contains 24764 members 
Mstep: Class 18 contains 66888 members 
Mstep: Class 20 contains 136154 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744788.000000 Penalty: 34528.816406
Iteration 76Q: 17 clusters Score -6.474479e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 11722 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 48586 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 144383 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 18 contains 66887 members 
Mstep: Class 20 contains 136156 members 
Mstep: Class 23 contains 44056 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744824.000000 Penalty: 34528.816406
Iteration 77Q: 17 clusters Score -6.474482e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 144403 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 24835 members 
Mstep: Class 18 contains 66885 members 
Mstep: Class 20 contains 136141 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744860.000000 Penalty: 34528.816406
Iteration 78Q: 17 clusters Score -6.474486e+07 nChanged 289
Entering ConstructFrom: 
Score: -64744860.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Entering Unmasked Estep 
Score: -9629274.000000 Penalty: 1846.575806
	Iteration 0F: 2 clusters Score -9629274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -9571587.000000 Penalty: 3693.151611
	Iteration 0F: 3 clusters Score -9571587 nChanged 40927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9595370.000000 Penalty: 3693.151611
	Iteration 1F: 3 clusters Score -9595370 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -9596037.000000 Penalty: 3693.151611
	Iteration 2Q: 3 clusters Score -9596037 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -9596931.000000 Penalty: 3693.151611
	Iteration 3Q: 3 clusters Score -9596931 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -9598337.000000 Penalty: 3693.151611
	Iteration 4Q: 3 clusters Score -9598337 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9600387.000000 Penalty: 3693.151611
	Iteration 5Q: 3 clusters Score -9600387 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -9603469.000000 Penalty: 3693.151611
	Iteration 6F: 3 clusters Score -9603469 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -9607912.000000 Penalty: 3693.151611
	Iteration 7F: 3 clusters Score -9607912 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -9612044.000000 Penalty: 3693.151611
	Iteration 8F: 3 clusters Score -9612044 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -9614591.000000 Penalty: 3693.151611
	Iteration 9F: 3 clusters Score -9614591 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -9615594.000000 Penalty: 3693.151611
	Iteration 10Q: 3 clusters Score -9615594 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -9616244.000000 Penalty: 3693.151611
	Iteration 11Q: 3 clusters Score -9616244 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -9616800.000000 Penalty: 3693.151611
	Iteration 12Q: 3 clusters Score -9616800 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -9617349.000000 Penalty: 3693.151611
	Iteration 13Q: 3 clusters Score -9617349 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -9617843.000000 Penalty: 3693.151611
	Iteration 14Q: 3 clusters Score -9617843 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -9618479.000000 Penalty: 3693.151611
	Iteration 15Q: 3 clusters Score -9618479 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -9619153.000000 Penalty: 3693.151611
	Iteration 16Q: 3 clusters Score -9619153 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -9619848.000000 Penalty: 3693.151611
	Iteration 17Q: 3 clusters Score -9619848 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -9620465.000000 Penalty: 3693.151611
	Iteration 18Q: 3 clusters Score -9620465 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -9621051.000000 Penalty: 3693.151611
	Iteration 19Q: 3 clusters Score -9621051 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -9621680.000000 Penalty: 3693.151611
	Iteration 20F: 3 clusters Score -9621680 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -9622288.000000 Penalty: 3693.151611
	Iteration 21Q: 3 clusters Score -9622288 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -9622827.000000 Penalty: 3693.151611
	Iteration 22Q: 3 clusters Score -9622827 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -9623409.000000 Penalty: 3693.151611
	Iteration 23Q: 3 clusters Score -9623409 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -9623974.000000 Penalty: 3693.151611
	Iteration 24Q: 3 clusters Score -9623974 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -9624525.000000 Penalty: 3693.151611
	Iteration 25Q: 3 clusters Score -9624525 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -9625098.000000 Penalty: 3693.151611
	Iteration 26Q: 3 clusters Score -9625098 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9625635.000000 Penalty: 3693.151611
	Iteration 27Q: 3 clusters Score -9625635 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9626051.000000 Penalty: 3693.151611
	Iteration 28Q: 3 clusters Score -9626051 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9626448.000000 Penalty: 3693.151611
	Iteration 29Q: 3 clusters Score -9626448 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9626779.000000 Penalty: 3693.151611
	Iteration 30Q: 3 clusters Score -9626779 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9627081.000000 Penalty: 3693.151611
	Iteration 31Q: 3 clusters Score -9627081 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9627269.000000 Penalty: 3693.151611
	Iteration 32Q: 3 clusters Score -9627269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9627407.000000 Penalty: 3693.151611
	Iteration 33Q: 3 clusters Score -9627407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9627476.000000 Penalty: 3693.151611
	Iteration 34Q: 3 clusters Score -9627476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9627572.000000 Penalty: 3693.151611
	Iteration 35Q: 3 clusters Score -9627572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9627616.000000 Penalty: 3693.151611
	Iteration 36Q: 3 clusters Score -9627616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9627646.000000 Penalty: 3693.151611
	Iteration 37Q: 3 clusters Score -9627646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9627649.000000 Penalty: 3693.151611
	Iteration 38Q: 3 clusters Score -9627649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9627671.000000 Penalty: 3693.151611
	Iteration 39Q: 3 clusters Score -9627671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9627669.000000 Penalty: 3693.151611
	Iteration 40F: 3 clusters Score -9627669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9627683.000000 Penalty: 3693.151611
	Iteration 41Q: 3 clusters Score -9627683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9627698.000000 Penalty: 3693.151611
	Iteration 42Q: 3 clusters Score -9627698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9627703.000000 Penalty: 3693.151611
	Iteration 43Q: 3 clusters Score -9627703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9627715.000000 Penalty: 3693.151611
	Iteration 44Q: 3 clusters Score -9627715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9627723.000000 Penalty: 3693.151611
	Iteration 45Q: 3 clusters Score -9627723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9627734.000000 Penalty: 3693.151611
	Iteration 46Q: 3 clusters Score -9627734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9627737.000000 Penalty: 3693.151611
	Iteration 47Q: 3 clusters Score -9627737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9627744.000000 Penalty: 3693.151611
	Iteration 48Q: 3 clusters Score -9627744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9627736.000000 Penalty: 3693.151611
	Iteration 49Q: 3 clusters Score -9627736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9627742.000000 Penalty: 3693.151611
	Iteration 50Q: 3 clusters Score -9627742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9627737.000000 Penalty: 3693.151611
	Iteration 51Q: 3 clusters Score -9627737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9627740.000000 Penalty: 3693.151611
	Iteration 52Q: 3 clusters Score -9627740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9627742.000000 Penalty: 3693.151611
	Iteration 53Q: 3 clusters Score -9627742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9627742.000000 Penalty: 3693.151611
	Iteration 54F: 3 clusters Score -9627742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -124601.273438 Penalty: 1143.088013
	Iteration 0F: 2 clusters Score -124601.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123066.476562 Penalty: 2286.176025
	Iteration 0F: 3 clusters Score -123066.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123301.039062 Penalty: 2286.176025
	Iteration 1F: 3 clusters Score -123301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123373.414062 Penalty: 2286.176025
	Iteration 2F: 3 clusters Score -123373.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123409.093750 Penalty: 2286.176025
	Iteration 3Q: 3 clusters Score -123409.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123426.554688 Penalty: 2286.176025
	Iteration 4Q: 3 clusters Score -123426.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123435.960938 Penalty: 2286.176025
	Iteration 5Q: 3 clusters Score -123436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -123445.007812 Penalty: 2286.176025
	Iteration 6Q: 3 clusters Score -123445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123450.484375 Penalty: 2286.176025
	Iteration 7Q: 3 clusters Score -123450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123455.046875 Penalty: 2286.176025
	Iteration 8Q: 3 clusters Score -123455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123456.335938 Penalty: 2286.176025
	Iteration 9Q: 3 clusters Score -123456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123457.296875 Penalty: 2286.176025
	Iteration 10Q: 3 clusters Score -123457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123459.226562 Penalty: 2286.176025
	Iteration 11Q: 3 clusters Score -123459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123460.023438 Penalty: 2286.176025
	Iteration 12Q: 3 clusters Score -123460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123460.414062 Penalty: 2286.176025
	Iteration 13Q: 3 clusters Score -123460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123460.414062 Penalty: 2286.176025
	Iteration 14F: 3 clusters Score -123460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -557412.500000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -557412.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -553388.625000 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -553388.6 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -554524.000000 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -554524 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -554711.250000 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -554711.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -554861.125000 Penalty: 2768.347656
	Iteration 3F: 3 clusters Score -554861.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -555001.125000 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -555001.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -555162.375000 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -555162.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -555307.375000 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -555307.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -555430.875000 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -555430.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -555556.437500 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -555556.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -555668.125000 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -555668.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -555777.562500 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -555777.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -555865.625000 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -555865.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -555952.375000 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -555952.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -556010.000000 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -556010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -556053.250000 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -556053.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -556091.125000 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -556091.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -556109.375000 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -556109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -556125.125000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -556125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -556134.750000 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -556134.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -556143.875000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -556143.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -556154.437500 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -556154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -556162.500000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -556162.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -556169.812500 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -556169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -556172.687500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -556172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -556175.750000 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -556175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -556180.375000 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -556180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -556185.562500 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -556185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -556189.000000 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -556189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -556189.562500 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -556189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -556189.562500 Penalty: 2768.347656
	Iteration 29F: 3 clusters Score -556189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1264296.000000 Penalty: 1521.650879
	Iteration 0F: 2 clusters Score -1264296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1256055.625000 Penalty: 3043.301758
	Iteration 0F: 3 clusters Score -1256056 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1258776.500000 Penalty: 3043.301758
	Iteration 1F: 3 clusters Score -1258776 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1259056.375000 Penalty: 3043.301758
	Iteration 2F: 3 clusters Score -1259056 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1259355.625000 Penalty: 3043.301758
	Iteration 3Q: 3 clusters Score -1259356 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1259745.875000 Penalty: 3043.301758
	Iteration 4Q: 3 clusters Score -1259746 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1260223.625000 Penalty: 3043.301758
	Iteration 5F: 3 clusters Score -1260224 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1260772.000000 Penalty: 3043.301758
	Iteration 6F: 3 clusters Score -1260772 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1261256.750000 Penalty: 3043.301758
	Iteration 7F: 3 clusters Score -1261257 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1261680.875000 Penalty: 3043.301758
	Iteration 8F: 3 clusters Score -1261681 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1262006.750000 Penalty: 3043.301758
	Iteration 9F: 3 clusters Score -1262007 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1262211.000000 Penalty: 3043.301758
	Iteration 10Q: 3 clusters Score -1262211 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1262344.625000 Penalty: 3043.301758
	Iteration 11Q: 3 clusters Score -1262345 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1262435.000000 Penalty: 3043.301758
	Iteration 12Q: 3 clusters Score -1262435 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1262505.625000 Penalty: 3043.301758
	Iteration 13Q: 3 clusters Score -1262506 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1262551.625000 Penalty: 3043.301758
	Iteration 14Q: 3 clusters Score -1262552 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1262592.875000 Penalty: 3043.301758
	Iteration 15Q: 3 clusters Score -1262593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1262625.875000 Penalty: 3043.301758
	Iteration 16Q: 3 clusters Score -1262626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1262656.125000 Penalty: 3043.301758
	Iteration 17Q: 3 clusters Score -1262656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1262696.125000 Penalty: 3043.301758
	Iteration 18Q: 3 clusters Score -1262696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1262727.750000 Penalty: 3043.301758
	Iteration 19Q: 3 clusters Score -1262728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1262760.500000 Penalty: 3043.301758
	Iteration 20F: 3 clusters Score -1262760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1262789.000000 Penalty: 3043.301758
	Iteration 21Q: 3 clusters Score -1262789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1262810.250000 Penalty: 3043.301758
	Iteration 22Q: 3 clusters Score -1262810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1262830.875000 Penalty: 3043.301758
	Iteration 23Q: 3 clusters Score -1262831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1262852.000000 Penalty: 3043.301758
	Iteration 24Q: 3 clusters Score -1262852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1262865.875000 Penalty: 3043.301758
	Iteration 25Q: 3 clusters Score -1262866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1262887.375000 Penalty: 3043.301758
	Iteration 26Q: 3 clusters Score -1262887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1262895.625000 Penalty: 3043.301758
	Iteration 27Q: 3 clusters Score -1262896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1262916.500000 Penalty: 3043.301758
	Iteration 28Q: 3 clusters Score -1262916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1262933.375000 Penalty: 3043.301758
	Iteration 29Q: 3 clusters Score -1262933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1262947.000000 Penalty: 3043.301758
	Iteration 30Q: 3 clusters Score -1262947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1262954.125000 Penalty: 3043.301758
	Iteration 31Q: 3 clusters Score -1262954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1262956.250000 Penalty: 3043.301758
	Iteration 32Q: 3 clusters Score -1262956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1262973.500000 Penalty: 3043.301758
	Iteration 33Q: 3 clusters Score -1262974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1262979.250000 Penalty: 3043.301758
	Iteration 34Q: 3 clusters Score -1262979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1262986.375000 Penalty: 3043.301758
	Iteration 35Q: 3 clusters Score -1262986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1262996.875000 Penalty: 3043.301758
	Iteration 36Q: 3 clusters Score -1262997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1263008.750000 Penalty: 3043.301758
	Iteration 37Q: 3 clusters Score -1263009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1263011.250000 Penalty: 3043.301758
	Iteration 38Q: 3 clusters Score -1263011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1263018.375000 Penalty: 3043.301758
	Iteration 39Q: 3 clusters Score -1263018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1263022.125000 Penalty: 3043.301758
	Iteration 40F: 3 clusters Score -1263022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1263028.375000 Penalty: 3043.301758
	Iteration 41Q: 3 clusters Score -1263028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1263032.375000 Penalty: 3043.301758
	Iteration 42Q: 3 clusters Score -1263032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1263035.750000 Penalty: 3043.301758
	Iteration 43Q: 3 clusters Score -1263036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1263042.750000 Penalty: 3043.301758
	Iteration 44Q: 3 clusters Score -1263043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1263047.250000 Penalty: 3043.301758
	Iteration 45Q: 3 clusters Score -1263047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1263054.375000 Penalty: 3043.301758
	Iteration 46Q: 3 clusters Score -1263054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1263061.250000 Penalty: 3043.301758
	Iteration 47Q: 3 clusters Score -1263061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1263075.375000 Penalty: 3043.301758
	Iteration 48Q: 3 clusters Score -1263075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1263079.375000 Penalty: 3043.301758
	Iteration 49Q: 3 clusters Score -1263079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1263091.250000 Penalty: 3043.301758
	Iteration 50Q: 3 clusters Score -1263091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1263098.250000 Penalty: 3043.301758
	Iteration 51Q: 3 clusters Score -1263098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1263106.250000 Penalty: 3043.301758
	Iteration 52Q: 3 clusters Score -1263106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1263112.250000 Penalty: 3043.301758
	Iteration 53Q: 3 clusters Score -1263112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1263109.125000 Penalty: 3043.301758
	Iteration 54Q: 3 clusters Score -1263109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1263112.875000 Penalty: 3043.301758
	Iteration 55Q: 3 clusters Score -1263113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1263114.625000 Penalty: 3043.301758
	Iteration 56Q: 3 clusters Score -1263115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1263117.125000 Penalty: 3043.301758
	Iteration 57Q: 3 clusters Score -1263117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1263116.625000 Penalty: 3043.301758
	Iteration 58Q: 3 clusters Score -1263117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1263119.125000 Penalty: 3043.301758
	Iteration 59Q: 3 clusters Score -1263119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1263115.750000 Penalty: 3043.301758
	Iteration 60F: 3 clusters Score -1263116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1263117.250000 Penalty: 3043.301758
	Iteration 61Q: 3 clusters Score -1263117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1263120.125000 Penalty: 3043.301758
	Iteration 62Q: 3 clusters Score -1263120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1263122.875000 Penalty: 3043.301758
	Iteration 63Q: 3 clusters Score -1263123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1263127.750000 Penalty: 3043.301758
	Iteration 64Q: 3 clusters Score -1263128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1263129.500000 Penalty: 3043.301758
	Iteration 65Q: 3 clusters Score -1263130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1263127.875000 Penalty: 3043.301758
	Iteration 66Q: 3 clusters Score -1263128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1263128.750000 Penalty: 3043.301758
	Iteration 67Q: 3 clusters Score -1263129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1263132.500000 Penalty: 3043.301758
	Iteration 68Q: 3 clusters Score -1263132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1263135.250000 Penalty: 3043.301758
	Iteration 69Q: 3 clusters Score -1263135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1263133.875000 Penalty: 3043.301758
	Iteration 70Q: 3 clusters Score -1263134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1263134.875000 Penalty: 3043.301758
	Iteration 71Q: 3 clusters Score -1263135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1263133.125000 Penalty: 3043.301758
	Iteration 72Q: 3 clusters Score -1263133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1263132.250000 Penalty: 3043.301758
	Iteration 73Q: 3 clusters Score -1263132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1263130.500000 Penalty: 3043.301758
	Iteration 74Q: 3 clusters Score -1263130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1263136.250000 Penalty: 3043.301758
	Iteration 75Q: 3 clusters Score -1263136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1263140.750000 Penalty: 3043.301758
	Iteration 76Q: 3 clusters Score -1263141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1263141.250000 Penalty: 3043.301758
	Iteration 77Q: 3 clusters Score -1263141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1263144.000000 Penalty: 3043.301758
	Iteration 78Q: 3 clusters Score -1263144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1263146.750000 Penalty: 3043.301758
	Iteration 79Q: 3 clusters Score -1263147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1263146.375000 Penalty: 3043.301758
	Iteration 80F: 3 clusters Score -1263146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1263147.250000 Penalty: 3043.301758
	Iteration 81Q: 3 clusters Score -1263147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1263147.625000 Penalty: 3043.301758
	Iteration 82Q: 3 clusters Score -1263148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1263152.750000 Penalty: 3043.301758
	Iteration 83Q: 3 clusters Score -1263153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1263157.750000 Penalty: 3043.301758
	Iteration 84Q: 3 clusters Score -1263158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1263157.750000 Penalty: 3043.301758
	Iteration 85Q: 3 clusters Score -1263158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1263162.625000 Penalty: 3043.301758
	Iteration 86Q: 3 clusters Score -1263163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1263169.125000 Penalty: 3043.301758
	Iteration 87Q: 3 clusters Score -1263169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1263168.250000 Penalty: 3043.301758
	Iteration 88Q: 3 clusters Score -1263168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1263167.125000 Penalty: 3043.301758
	Iteration 89Q: 3 clusters Score -1263167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1263170.375000 Penalty: 3043.301758
	Iteration 90Q: 3 clusters Score -1263170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1263169.875000 Penalty: 3043.301758
	Iteration 91Q: 3 clusters Score -1263170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1263173.500000 Penalty: 3043.301758
	Iteration 92Q: 3 clusters Score -1263174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1263173.875000 Penalty: 3043.301758
	Iteration 93Q: 3 clusters Score -1263174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1263177.750000 Penalty: 3043.301758
	Iteration 94Q: 3 clusters Score -1263178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1263178.125000 Penalty: 3043.301758
	Iteration 95Q: 3 clusters Score -1263178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1263178.750000 Penalty: 3043.301758
	Iteration 96Q: 3 clusters Score -1263179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1263174.875000 Penalty: 3043.301758
	Iteration 97Q: 3 clusters Score -1263175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1263179.625000 Penalty: 3043.301758
	Iteration 98Q: 3 clusters Score -1263180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1263180.750000 Penalty: 3043.301758
	Iteration 99Q: 3 clusters Score -1263181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1263184.375000 Penalty: 3043.301758
	Iteration 100F: 3 clusters Score -1263184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1263183.125000 Penalty: 3043.301758
	Iteration 101Q: 3 clusters Score -1263183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1263187.625000 Penalty: 3043.301758
	Iteration 102Q: 3 clusters Score -1263188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1263185.750000 Penalty: 3043.301758
	Iteration 103Q: 3 clusters Score -1263186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1263184.625000 Penalty: 3043.301758
	Iteration 104Q: 3 clusters Score -1263185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1263187.875000 Penalty: 3043.301758
	Iteration 105Q: 3 clusters Score -1263188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1263191.000000 Penalty: 3043.301758
	Iteration 106Q: 3 clusters Score -1263191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1263190.750000 Penalty: 3043.301758
	Iteration 107Q: 3 clusters Score -1263191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1263193.375000 Penalty: 3043.301758
	Iteration 108Q: 3 clusters Score -1263193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1263190.375000 Penalty: 3043.301758
	Iteration 109Q: 3 clusters Score -1263190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1263195.000000 Penalty: 3043.301758
	Iteration 110Q: 3 clusters Score -1263195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1263194.250000 Penalty: 3043.301758
	Iteration 111Q: 3 clusters Score -1263194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1263199.500000 Penalty: 3043.301758
	Iteration 112Q: 3 clusters Score -1263200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1263198.375000 Penalty: 3043.301758
	Iteration 113Q: 3 clusters Score -1263198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1263204.125000 Penalty: 3043.301758
	Iteration 114Q: 3 clusters Score -1263204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1263203.875000 Penalty: 3043.301758
	Iteration 115Q: 3 clusters Score -1263204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1263202.500000 Penalty: 3043.301758
	Iteration 116Q: 3 clusters Score -1263202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1263202.375000 Penalty: 3043.301758
	Iteration 117Q: 3 clusters Score -1263202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1263204.125000 Penalty: 3043.301758
	Iteration 118Q: 3 clusters Score -1263204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1263206.500000 Penalty: 3043.301758
	Iteration 119Q: 3 clusters Score -1263206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1263206.750000 Penalty: 3043.301758
	Iteration 120F: 3 clusters Score -1263207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1263206.250000 Penalty: 3043.301758
	Iteration 121Q: 3 clusters Score -1263206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1263207.875000 Penalty: 3043.301758
	Iteration 122Q: 3 clusters Score -1263208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1263207.875000 Penalty: 3043.301758
	Iteration 123F: 3 clusters Score -1263208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -51638.320312 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -51638.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50580.589844 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -50580.59 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50755.187500 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -50755.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50796.441406 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -50796.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50827.574219 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -50827.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50835.433594 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -50835.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50840.523438 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -50840.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50845.765625 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -50845.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50847.726562 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -50847.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50847.726562 Penalty: 2017.791748
	Iteration 8F: 3 clusters Score -50847.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Entering Unmasked Estep 
Score: -5530445.000000 Penalty: 1753.612427
	Iteration 0F: 2 clusters Score -5530445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5497805.500000 Penalty: 3507.224854
	Iteration 0F: 3 clusters Score -5497806 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5510614.000000 Penalty: 3507.224854
	Iteration 1F: 3 clusters Score -5510614 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5511095.500000 Penalty: 3507.224854
	Iteration 2Q: 3 clusters Score -5511096 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5511588.500000 Penalty: 3507.224854
	Iteration 3Q: 3 clusters Score -5511588 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5512186.000000 Penalty: 3507.224854
	Iteration 4Q: 3 clusters Score -5512186 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5513064.000000 Penalty: 3507.224854
	Iteration 5Q: 3 clusters Score -5513064 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5514393.000000 Penalty: 3507.224854
	Iteration 6Q: 3 clusters Score -5514393 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5516410.000000 Penalty: 3507.224854
	Iteration 7F: 3 clusters Score -5516410 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -5518988.500000 Penalty: 3507.224854
	Iteration 8F: 3 clusters Score -5518988 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5521645.000000 Penalty: 3507.224854
	Iteration 9F: 3 clusters Score -5521645 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5523436.000000 Penalty: 3507.224854
	Iteration 10F: 3 clusters Score -5523436 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5524540.500000 Penalty: 3507.224854
	Iteration 11Q: 3 clusters Score -5524540 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5525159.500000 Penalty: 3507.224854
	Iteration 12Q: 3 clusters Score -5525160 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5525539.000000 Penalty: 3507.224854
	Iteration 13Q: 3 clusters Score -5525539 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5525873.500000 Penalty: 3507.224854
	Iteration 14Q: 3 clusters Score -5525874 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5526184.000000 Penalty: 3507.224854
	Iteration 15Q: 3 clusters Score -5526184 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -5526449.000000 Penalty: 3507.224854
	Iteration 16Q: 3 clusters Score -5526449 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5526695.000000 Penalty: 3507.224854
	Iteration 17Q: 3 clusters Score -5526695 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -5526904.500000 Penalty: 3507.224854
	Iteration 18Q: 3 clusters Score -5526904 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -5527127.500000 Penalty: 3507.224854
	Iteration 19Q: 3 clusters Score -5527128 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -5527278.000000 Penalty: 3507.224854
	Iteration 20F: 3 clusters Score -5527278 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -5527476.000000 Penalty: 3507.224854
	Iteration 21Q: 3 clusters Score -5527476 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5527632.500000 Penalty: 3507.224854
	Iteration 22Q: 3 clusters Score -5527632 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -5527741.000000 Penalty: 3507.224854
	Iteration 23Q: 3 clusters Score -5527741 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5527858.500000 Penalty: 3507.224854
	Iteration 24Q: 3 clusters Score -5527858 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5527974.500000 Penalty: 3507.224854
	Iteration 25Q: 3 clusters Score -5527974 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5528067.500000 Penalty: 3507.224854
	Iteration 26Q: 3 clusters Score -5528068 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5528117.000000 Penalty: 3507.224854
	Iteration 27Q: 3 clusters Score -5528117 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5528208.000000 Penalty: 3507.224854
	Iteration 28Q: 3 clusters Score -5528208 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5528281.000000 Penalty: 3507.224854
	Iteration 29Q: 3 clusters Score -5528281 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5528335.500000 Penalty: 3507.224854
	Iteration 30Q: 3 clusters Score -5528336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -5528377.000000 Penalty: 3507.224854
	Iteration 31Q: 3 clusters Score -5528377 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5528435.500000 Penalty: 3507.224854
	Iteration 32Q: 3 clusters Score -5528436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5528474.000000 Penalty: 3507.224854
	Iteration 33Q: 3 clusters Score -5528474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5528509.500000 Penalty: 3507.224854
	Iteration 34Q: 3 clusters Score -5528510 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5528548.000000 Penalty: 3507.224854
	Iteration 35Q: 3 clusters Score -5528548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5528597.000000 Penalty: 3507.224854
	Iteration 36Q: 3 clusters Score -5528597 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5528629.000000 Penalty: 3507.224854
	Iteration 37Q: 3 clusters Score -5528629 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5528654.000000 Penalty: 3507.224854
	Iteration 38Q: 3 clusters Score -5528654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5528683.500000 Penalty: 3507.224854
	Iteration 39Q: 3 clusters Score -5528684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5528728.000000 Penalty: 3507.224854
	Iteration 40F: 3 clusters Score -5528728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5528784.000000 Penalty: 3507.224854
	Iteration 41Q: 3 clusters Score -5528784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5528829.000000 Penalty: 3507.224854
	Iteration 42Q: 3 clusters Score -5528829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5528851.000000 Penalty: 3507.224854
	Iteration 43Q: 3 clusters Score -5528851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5528879.500000 Penalty: 3507.224854
	Iteration 44Q: 3 clusters Score -5528880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5528898.000000 Penalty: 3507.224854
	Iteration 45Q: 3 clusters Score -5528898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5528933.000000 Penalty: 3507.224854
	Iteration 46Q: 3 clusters Score -5528933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5528955.500000 Penalty: 3507.224854
	Iteration 47Q: 3 clusters Score -5528956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5528967.000000 Penalty: 3507.224854
	Iteration 48Q: 3 clusters Score -5528967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5528997.000000 Penalty: 3507.224854
	Iteration 49Q: 3 clusters Score -5528997 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5529015.500000 Penalty: 3507.224854
	Iteration 50Q: 3 clusters Score -5529016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5529024.000000 Penalty: 3507.224854
	Iteration 51Q: 3 clusters Score -5529024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5529037.500000 Penalty: 3507.224854
	Iteration 52Q: 3 clusters Score -5529038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5529066.500000 Penalty: 3507.224854
	Iteration 53Q: 3 clusters Score -5529066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5529064.500000 Penalty: 3507.224854
	Iteration 54Q: 3 clusters Score -5529064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5529068.500000 Penalty: 3507.224854
	Iteration 55Q: 3 clusters Score -5529068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5529080.000000 Penalty: 3507.224854
	Iteration 56Q: 3 clusters Score -5529080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5529078.000000 Penalty: 3507.224854
	Iteration 57Q: 3 clusters Score -5529078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5529082.500000 Penalty: 3507.224854
	Iteration 58Q: 3 clusters Score -5529082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5529097.500000 Penalty: 3507.224854
	Iteration 59Q: 3 clusters Score -5529098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5529092.000000 Penalty: 3507.224854
	Iteration 60F: 3 clusters Score -5529092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5529099.000000 Penalty: 3507.224854
	Iteration 61Q: 3 clusters Score -5529099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5529110.000000 Penalty: 3507.224854
	Iteration 62Q: 3 clusters Score -5529110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5529108.500000 Penalty: 3507.224854
	Iteration 63Q: 3 clusters Score -5529108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5529115.500000 Penalty: 3507.224854
	Iteration 64Q: 3 clusters Score -5529116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5529116.500000 Penalty: 3507.224854
	Iteration 65Q: 3 clusters Score -5529116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5529124.500000 Penalty: 3507.224854
	Iteration 66Q: 3 clusters Score -5529124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5529125.000000 Penalty: 3507.224854
	Iteration 67Q: 3 clusters Score -5529125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5529121.500000 Penalty: 3507.224854
	Iteration 68Q: 3 clusters Score -5529122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5529123.500000 Penalty: 3507.224854
	Iteration 69Q: 3 clusters Score -5529124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5529124.500000 Penalty: 3507.224854
	Iteration 70Q: 3 clusters Score -5529124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5529136.000000 Penalty: 3507.224854
	Iteration 71Q: 3 clusters Score -5529136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5529131.500000 Penalty: 3507.224854
	Iteration 72Q: 3 clusters Score -5529132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5529139.500000 Penalty: 3507.224854
	Iteration 73Q: 3 clusters Score -5529140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5529150.000000 Penalty: 3507.224854
	Iteration 74Q: 3 clusters Score -5529150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5529143.000000 Penalty: 3507.224854
	Iteration 75Q: 3 clusters Score -5529143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5529166.000000 Penalty: 3507.224854
	Iteration 76Q: 3 clusters Score -5529166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5529170.500000 Penalty: 3507.224854
	Iteration 77Q: 3 clusters Score -5529170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5529172.500000 Penalty: 3507.224854
	Iteration 78Q: 3 clusters Score -5529172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5529194.000000 Penalty: 3507.224854
	Iteration 79Q: 3 clusters Score -5529194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5529185.000000 Penalty: 3507.224854
	Iteration 80F: 3 clusters Score -5529185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5529185.000000 Penalty: 3507.224854
	Iteration 81Q: 3 clusters Score -5529185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5529193.000000 Penalty: 3507.224854
	Iteration 82Q: 3 clusters Score -5529193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5529206.500000 Penalty: 3507.224854
	Iteration 83Q: 3 clusters Score -5529206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5529211.000000 Penalty: 3507.224854
	Iteration 84Q: 3 clusters Score -5529211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5529212.000000 Penalty: 3507.224854
	Iteration 85Q: 3 clusters Score -5529212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5529222.500000 Penalty: 3507.224854
	Iteration 86Q: 3 clusters Score -5529222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5529220.000000 Penalty: 3507.224854
	Iteration 87Q: 3 clusters Score -5529220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5529221.500000 Penalty: 3507.224854
	Iteration 88Q: 3 clusters Score -5529222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5529224.000000 Penalty: 3507.224854
	Iteration 89Q: 3 clusters Score -5529224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5529229.000000 Penalty: 3507.224854
	Iteration 90Q: 3 clusters Score -5529229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5529229.000000 Penalty: 3507.224854
	Iteration 91Q: 3 clusters Score -5529229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5529235.000000 Penalty: 3507.224854
	Iteration 92Q: 3 clusters Score -5529235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5529244.000000 Penalty: 3507.224854
	Iteration 93Q: 3 clusters Score -5529244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5529235.500000 Penalty: 3507.224854
	Iteration 94Q: 3 clusters Score -5529236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5529236.500000 Penalty: 3507.224854
	Iteration 95Q: 3 clusters Score -5529236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5529240.500000 Penalty: 3507.224854
	Iteration 96Q: 3 clusters Score -5529240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5529237.500000 Penalty: 3507.224854
	Iteration 97Q: 3 clusters Score -5529238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5529241.500000 Penalty: 3507.224854
	Iteration 98Q: 3 clusters Score -5529242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5529249.500000 Penalty: 3507.224854
	Iteration 99Q: 3 clusters Score -5529250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5529245.000000 Penalty: 3507.224854
	Iteration 100F: 3 clusters Score -5529245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5529247.000000 Penalty: 3507.224854
	Iteration 101Q: 3 clusters Score -5529247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5529235.000000 Penalty: 3507.224854
	Iteration 102Q: 3 clusters Score -5529235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5529239.500000 Penalty: 3507.224854
	Iteration 103Q: 3 clusters Score -5529240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5529245.000000 Penalty: 3507.224854
	Iteration 104Q: 3 clusters Score -5529245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5529240.000000 Penalty: 3507.224854
	Iteration 105Q: 3 clusters Score -5529240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5529239.000000 Penalty: 3507.224854
	Iteration 106Q: 3 clusters Score -5529239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5529238.500000 Penalty: 3507.224854
	Iteration 107Q: 3 clusters Score -5529238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5529234.000000 Penalty: 3507.224854
	Iteration 108Q: 3 clusters Score -5529234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5529234.500000 Penalty: 3507.224854
	Iteration 109Q: 3 clusters Score -5529234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5529229.500000 Penalty: 3507.224854
	Iteration 110Q: 3 clusters Score -5529230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5529233.500000 Penalty: 3507.224854
	Iteration 111Q: 3 clusters Score -5529234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5529236.500000 Penalty: 3507.224854
	Iteration 112Q: 3 clusters Score -5529236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5529237.000000 Penalty: 3507.224854
	Iteration 113Q: 3 clusters Score -5529237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5529236.000000 Penalty: 3507.224854
	Iteration 114Q: 3 clusters Score -5529236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5529247.000000 Penalty: 3507.224854
	Iteration 115Q: 3 clusters Score -5529247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5529249.000000 Penalty: 3507.224854
	Iteration 116Q: 3 clusters Score -5529249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5529259.500000 Penalty: 3507.224854
	Iteration 117Q: 3 clusters Score -5529260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5529261.000000 Penalty: 3507.224854
	Iteration 118Q: 3 clusters Score -5529261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5529261.000000 Penalty: 3507.224854
	Iteration 119Q: 3 clusters Score -5529261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5529265.000000 Penalty: 3507.224854
	Iteration 120F: 3 clusters Score -5529265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5529269.000000 Penalty: 3507.224854
	Iteration 121Q: 3 clusters Score -5529269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5529276.000000 Penalty: 3507.224854
	Iteration 122Q: 3 clusters Score -5529276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5529275.000000 Penalty: 3507.224854
	Iteration 123Q: 3 clusters Score -5529275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5529280.500000 Penalty: 3507.224854
	Iteration 124Q: 3 clusters Score -5529280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5529280.500000 Penalty: 3507.224854
	Iteration 125F: 3 clusters Score -5529280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -41841.656250 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -41841.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40902.496094 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -40902.5 nChanged 117
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: -41037.132812 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -41037.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41096.835938 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -41096.84 nChanged 21
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: -41138.437500 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -41138.44 nChanged 17
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: -41194.726562 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -41194.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41285.019531 Penalty: 1974.487427
	Iteration 5F: 3 clusters Score -41285.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41443.457031 Penalty: 1974.487427
	Iteration 6F: 3 clusters Score -41443.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41585.335938 Penalty: 1974.487427
	Iteration 7F: 3 clusters Score -41585.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -41689.230469 Penalty: 1974.487427
	Iteration 8F: 3 clusters Score -41689.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -41766.429688 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -41766.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -41783.125000 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -41783.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -41823.363281 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -41823.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -41840.796875 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -41840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -41849.917969 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -41849.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -41857.046875 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -41857.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -41861.777344 Penalty: 1974.487427
	Iteration 15F: 3 clusters Score -41861.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -41879.730469 Penalty: 1974.487427
	Iteration 16Q: 3 clusters Score -41879.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41897.242188 Penalty: 1974.487427
	Iteration 17Q: 3 clusters Score -41897.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -41908.660156 Penalty: 1974.487427
	Iteration 18Q: 3 clusters Score -41908.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -41908.660156 Penalty: 1974.487427
	Iteration 19F: 3 clusters Score -41908.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 48604 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 89 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 144407 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 24874 members 
Mstep: Class 18 contains 66884 members 
Mstep: Class 20 contains 136130 members 
Mstep: Class 23 contains 44066 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
Score: -64743768.000000 Penalty: 36686.867188
Splitting cluster 7 changes total score from -64744860.000000 to -64743768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -731534.312500 Penalty: 1427.625366
	Iteration 0F: 2 clusters Score -731534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -726589.937500 Penalty: 2855.250732
	Iteration 0F: 3 clusters Score -726589.9 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -727943.812500 Penalty: 2855.250732
	Iteration 1F: 3 clusters Score -727943.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -728121.500000 Penalty: 2855.250732
	Iteration 2F: 3 clusters Score -728121.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -728257.437500 Penalty: 2855.250732
	Iteration 3Q: 3 clusters Score -728257.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -728369.062500 Penalty: 2855.250732
	Iteration 4Q: 3 clusters Score -728369.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -728455.687500 Penalty: 2855.250732
	Iteration 5Q: 3 clusters Score -728455.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -728529.500000 Penalty: 2855.250732
	Iteration 6Q: 3 clusters Score -728529.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -728610.625000 Penalty: 2855.250732
	Iteration 7Q: 3 clusters Score -728610.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -728686.937500 Penalty: 2855.250732
	Iteration 8Q: 3 clusters Score -728686.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -728756.375000 Penalty: 2855.250732
	Iteration 9Q: 3 clusters Score -728756.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -728833.250000 Penalty: 2855.250732
	Iteration 10Q: 3 clusters Score -728833.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -728927.937500 Penalty: 2855.250732
	Iteration 11Q: 3 clusters Score -728927.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -729021.500000 Penalty: 2855.250732
	Iteration 12Q: 3 clusters Score -729021.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -729111.250000 Penalty: 2855.250732
	Iteration 13Q: 3 clusters Score -729111.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -729216.687500 Penalty: 2855.250732
	Iteration 14Q: 3 clusters Score -729216.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -729345.062500 Penalty: 2855.250732
	Iteration 15Q: 3 clusters Score -729345.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -729479.062500 Penalty: 2855.250732
	Iteration 16Q: 3 clusters Score -729479.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -729630.875000 Penalty: 2855.250732
	Iteration 17Q: 3 clusters Score -729630.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -729765.125000 Penalty: 2855.250732
	Iteration 18Q: 3 clusters Score -729765.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -729883.812500 Penalty: 2855.250732
	Iteration 19Q: 3 clusters Score -729883.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -730009.937500 Penalty: 2855.250732
	Iteration 20F: 3 clusters Score -730009.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -730092.875000 Penalty: 2855.250732
	Iteration 21Q: 3 clusters Score -730092.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -730163.375000 Penalty: 2855.250732
	Iteration 22Q: 3 clusters Score -730163.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -730232.937500 Penalty: 2855.250732
	Iteration 23Q: 3 clusters Score -730232.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -730284.125000 Penalty: 2855.250732
	Iteration 24Q: 3 clusters Score -730284.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -730312.562500 Penalty: 2855.250732
	Iteration 25Q: 3 clusters Score -730312.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -730322.000000 Penalty: 2855.250732
	Iteration 26Q: 3 clusters Score -730322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -730333.250000 Penalty: 2855.250732
	Iteration 27Q: 3 clusters Score -730333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -730338.687500 Penalty: 2855.250732
	Iteration 28Q: 3 clusters Score -730338.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -730345.375000 Penalty: 2855.250732
	Iteration 29Q: 3 clusters Score -730345.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -730347.375000 Penalty: 2855.250732
	Iteration 30Q: 3 clusters Score -730347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -730348.812500 Penalty: 2855.250732
	Iteration 31Q: 3 clusters Score -730348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -730353.812500 Penalty: 2855.250732
	Iteration 32Q: 3 clusters Score -730353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -730357.375000 Penalty: 2855.250732
	Iteration 33Q: 3 clusters Score -730357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -730360.000000 Penalty: 2855.250732
	Iteration 34Q: 3 clusters Score -730360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -730364.187500 Penalty: 2855.250732
	Iteration 35Q: 3 clusters Score -730364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -730367.750000 Penalty: 2855.250732
	Iteration 36Q: 3 clusters Score -730367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -730368.250000 Penalty: 2855.250732
	Iteration 37Q: 3 clusters Score -730368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -730370.375000 Penalty: 2855.250732
	Iteration 38Q: 3 clusters Score -730370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -730370.125000 Penalty: 2855.250732
	Iteration 39Q: 3 clusters Score -730370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -730370.125000 Penalty: 2855.250732
	Iteration 40F: 3 clusters Score -730370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -228479.296875 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -228479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -226347.656250 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -226347.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -226851.265625 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -226851.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226976.500000 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -226976.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227056.000000 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -227056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227120.046875 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -227120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227178.531250 Penalty: 2490.607422
	Iteration 5Q: 3 clusters Score -227178.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -227239.578125 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -227239.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -227297.234375 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -227297.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227367.687500 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -227367.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -227434.656250 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -227434.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -227536.875000 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -227536.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227666.015625 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -227666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227837.703125 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -227837.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -228036.718750 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -228036.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228199.750000 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -228199.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -228282.984375 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -228283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -228311.484375 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -228311.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -228321.968750 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -228322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -228324.031250 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -228324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228325.968750 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -228326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228326.953125 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -228327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228329.203125 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -228329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228329.484375 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -228329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228329.484375 Penalty: 2490.607422
	Iteration 23F: 3 clusters Score -228329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Entering Unmasked Estep 
Score: -16302210.000000 Penalty: 1930.563599
	Iteration 0F: 2 clusters Score -1.630221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -16208236.000000 Penalty: 3861.127197
	Iteration 0F: 3 clusters Score -1.620824e+07 nChanged 69319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -16248961.000000 Penalty: 3861.127197
	Iteration 1F: 3 clusters Score -1.624896e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -16249777.000000 Penalty: 3861.127197
	Iteration 2Q: 3 clusters Score -1.624978e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -16250776.000000 Penalty: 3861.127197
	Iteration 3Q: 3 clusters Score -1.625078e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -16251815.000000 Penalty: 3861.127197
	Iteration 4Q: 3 clusters Score -1.625182e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -16253449.000000 Penalty: 3861.127197
	Iteration 5Q: 3 clusters Score -1.625345e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -16256066.000000 Penalty: 3861.127197
	Iteration 6Q: 3 clusters Score -1.625607e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -16260513.000000 Penalty: 3861.127197
	Iteration 7F: 3 clusters Score -1.626051e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -16267181.000000 Penalty: 3861.127197
	Iteration 8F: 3 clusters Score -1.626718e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -16274578.000000 Penalty: 3861.127197
	Iteration 9F: 3 clusters Score -1.627458e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -16281309.000000 Penalty: 3861.127197
	Iteration 10F: 3 clusters Score -1.628131e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119839 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -16286297.000000 Penalty: 3861.127197
	Iteration 11F: 3 clusters Score -1.62863e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124977 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -16289676.000000 Penalty: 3861.127197
	Iteration 12Q: 3 clusters Score -1.628968e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -16292182.000000 Penalty: 3861.127197
	Iteration 13Q: 3 clusters Score -1.629218e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -16294236.000000 Penalty: 3861.127197
	Iteration 14Q: 3 clusters Score -1.629424e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136252 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -16295938.000000 Penalty: 3861.127197
	Iteration 15Q: 3 clusters Score -1.629594e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -16297237.000000 Penalty: 3861.127197
	Iteration 16Q: 3 clusters Score -1.629724e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -16298453.000000 Penalty: 3861.127197
	Iteration 17Q: 3 clusters Score -1.629845e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -16299102.000000 Penalty: 3861.127197
	Iteration 18Q: 3 clusters Score -1.62991e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16299623.000000 Penalty: 3861.127197
	Iteration 19Q: 3 clusters Score -1.629962e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16300003.000000 Penalty: 3861.127197
	Iteration 20F: 3 clusters Score -1.63e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16300140.000000 Penalty: 3861.127197
	Iteration 21Q: 3 clusters Score -1.630014e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16300254.000000 Penalty: 3861.127197
	Iteration 22Q: 3 clusters Score -1.630025e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16300350.000000 Penalty: 3861.127197
	Iteration 23Q: 3 clusters Score -1.630035e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16300392.000000 Penalty: 3861.127197
	Iteration 24Q: 3 clusters Score -1.630039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16300393.000000 Penalty: 3861.127197
	Iteration 25Q: 3 clusters Score -1.630039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16300444.000000 Penalty: 3861.127197
	Iteration 26Q: 3 clusters Score -1.630044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144092 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16300468.000000 Penalty: 3861.127197
	Iteration 27Q: 3 clusters Score -1.630047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16300490.000000 Penalty: 3861.127197
	Iteration 28Q: 3 clusters Score -1.630049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16300503.000000 Penalty: 3861.127197
	Iteration 29Q: 3 clusters Score -1.63005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16300509.000000 Penalty: 3861.127197
	Iteration 30Q: 3 clusters Score -1.630051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16300509.000000 Penalty: 3861.127197
	Iteration 31Q: 3 clusters Score -1.630051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16300508.000000 Penalty: 3861.127197
	Iteration 32Q: 3 clusters Score -1.630051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16300516.000000 Penalty: 3861.127197
	Iteration 33Q: 3 clusters Score -1.630052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16300517.000000 Penalty: 3861.127197
	Iteration 34Q: 3 clusters Score -1.630052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144142 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16300522.000000 Penalty: 3861.127197
	Iteration 35Q: 3 clusters Score -1.630052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16300519.000000 Penalty: 3861.127197
	Iteration 36Q: 3 clusters Score -1.630052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16300519.000000 Penalty: 3861.127197
	Iteration 37F: 3 clusters Score -1.630052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -567687.500000 Penalty: 1381.224609
	Iteration 0F: 2 clusters Score -567687.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -563774.562500 Penalty: 2762.449219
	Iteration 0F: 3 clusters Score -563774.6 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -564877.562500 Penalty: 2762.449219
	Iteration 1F: 3 clusters Score -564877.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -565021.500000 Penalty: 2762.449219
	Iteration 2F: 3 clusters Score -565021.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -565097.375000 Penalty: 2762.449219
	Iteration 3Q: 3 clusters Score -565097.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -565150.562500 Penalty: 2762.449219
	Iteration 4Q: 3 clusters Score -565150.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -565187.750000 Penalty: 2762.449219
	Iteration 5Q: 3 clusters Score -565187.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -565219.062500 Penalty: 2762.449219
	Iteration 6Q: 3 clusters Score -565219.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -565249.125000 Penalty: 2762.449219
	Iteration 7Q: 3 clusters Score -565249.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -565273.875000 Penalty: 2762.449219
	Iteration 8Q: 3 clusters Score -565273.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -565299.500000 Penalty: 2762.449219
	Iteration 9Q: 3 clusters Score -565299.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -565319.750000 Penalty: 2762.449219
	Iteration 10Q: 3 clusters Score -565319.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -565339.375000 Penalty: 2762.449219
	Iteration 11Q: 3 clusters Score -565339.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -565360.437500 Penalty: 2762.449219
	Iteration 12Q: 3 clusters Score -565360.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -565387.875000 Penalty: 2762.449219
	Iteration 13Q: 3 clusters Score -565387.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -565416.687500 Penalty: 2762.449219
	Iteration 14Q: 3 clusters Score -565416.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -565434.187500 Penalty: 2762.449219
	Iteration 15Q: 3 clusters Score -565434.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -565454.500000 Penalty: 2762.449219
	Iteration 16Q: 3 clusters Score -565454.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -565477.000000 Penalty: 2762.449219
	Iteration 17Q: 3 clusters Score -565477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -565499.937500 Penalty: 2762.449219
	Iteration 18Q: 3 clusters Score -565499.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -565522.812500 Penalty: 2762.449219
	Iteration 19Q: 3 clusters Score -565522.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -565546.500000 Penalty: 2762.449219
	Iteration 20F: 3 clusters Score -565546.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -565566.437500 Penalty: 2762.449219
	Iteration 21Q: 3 clusters Score -565566.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -565595.750000 Penalty: 2762.449219
	Iteration 22Q: 3 clusters Score -565595.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -565629.000000 Penalty: 2762.449219
	Iteration 23Q: 3 clusters Score -565629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -565659.937500 Penalty: 2762.449219
	Iteration 24Q: 3 clusters Score -565659.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -565705.812500 Penalty: 2762.449219
	Iteration 25Q: 3 clusters Score -565705.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -565768.000000 Penalty: 2762.449219
	Iteration 26Q: 3 clusters Score -565768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -565834.812500 Penalty: 2762.449219
	Iteration 27Q: 3 clusters Score -565834.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -565902.750000 Penalty: 2762.449219
	Iteration 28Q: 3 clusters Score -565902.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -565971.500000 Penalty: 2762.449219
	Iteration 29Q: 3 clusters Score -565971.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -566053.625000 Penalty: 2762.449219
	Iteration 30Q: 3 clusters Score -566053.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -566133.125000 Penalty: 2762.449219
	Iteration 31Q: 3 clusters Score -566133.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -566210.500000 Penalty: 2762.449219
	Iteration 32Q: 3 clusters Score -566210.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -566290.812500 Penalty: 2762.449219
	Iteration 33Q: 3 clusters Score -566290.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -566351.937500 Penalty: 2762.449219
	Iteration 34Q: 3 clusters Score -566351.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -566397.750000 Penalty: 2762.449219
	Iteration 35Q: 3 clusters Score -566397.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -566430.000000 Penalty: 2762.449219
	Iteration 36Q: 3 clusters Score -566430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -566452.562500 Penalty: 2762.449219
	Iteration 37Q: 3 clusters Score -566452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -566466.062500 Penalty: 2762.449219
	Iteration 38Q: 3 clusters Score -566466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -566474.812500 Penalty: 2762.449219
	Iteration 39Q: 3 clusters Score -566474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -566478.500000 Penalty: 2762.449219
	Iteration 40F: 3 clusters Score -566478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -566482.250000 Penalty: 2762.449219
	Iteration 41Q: 3 clusters Score -566482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -566483.250000 Penalty: 2762.449219
	Iteration 42Q: 3 clusters Score -566483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -566485.187500 Penalty: 2762.449219
	Iteration 43Q: 3 clusters Score -566485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -566485.937500 Penalty: 2762.449219
	Iteration 44Q: 3 clusters Score -566485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -566486.500000 Penalty: 2762.449219
	Iteration 45Q: 3 clusters Score -566486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -566486.312500 Penalty: 2762.449219
	Iteration 46Q: 3 clusters Score -566486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -566486.312500 Penalty: 2762.449219
	Iteration 47F: 3 clusters Score -566486.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -2772996.750000 Penalty: 1644.756470
	Iteration 0F: 2 clusters Score -2772997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2756345.000000 Penalty: 3289.512939
	Iteration 0F: 3 clusters Score -2756345 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2762362.250000 Penalty: 3289.512939
	Iteration 1F: 3 clusters Score -2762362 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2762661.750000 Penalty: 3289.512939
	Iteration 2Q: 3 clusters Score -2762662 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2762937.500000 Penalty: 3289.512939
	Iteration 3Q: 3 clusters Score -2762938 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2763264.500000 Penalty: 3289.512939
	Iteration 4Q: 3 clusters Score -2763264 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2763734.000000 Penalty: 3289.512939
	Iteration 5Q: 3 clusters Score -2763734 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2764452.250000 Penalty: 3289.512939
	Iteration 6F: 3 clusters Score -2764452 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2765568.750000 Penalty: 3289.512939
	Iteration 7F: 3 clusters Score -2765569 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2767086.750000 Penalty: 3289.512939
	Iteration 8F: 3 clusters Score -2767087 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2768742.250000 Penalty: 3289.512939
	Iteration 9F: 3 clusters Score -2768742 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2770044.000000 Penalty: 3289.512939
	Iteration 10F: 3 clusters Score -2770044 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2770738.500000 Penalty: 3289.512939
	Iteration 11Q: 3 clusters Score -2770738 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2771087.250000 Penalty: 3289.512939
	Iteration 12Q: 3 clusters Score -2771087 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2771285.000000 Penalty: 3289.512939
	Iteration 13Q: 3 clusters Score -2771285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2771388.250000 Penalty: 3289.512939
	Iteration 14Q: 3 clusters Score -2771388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2771447.000000 Penalty: 3289.512939
	Iteration 15Q: 3 clusters Score -2771447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2771485.750000 Penalty: 3289.512939
	Iteration 16Q: 3 clusters Score -2771486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2771507.250000 Penalty: 3289.512939
	Iteration 17Q: 3 clusters Score -2771507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2771523.250000 Penalty: 3289.512939
	Iteration 18Q: 3 clusters Score -2771523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2771533.500000 Penalty: 3289.512939
	Iteration 19Q: 3 clusters Score -2771534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2771541.500000 Penalty: 3289.512939
	Iteration 20F: 3 clusters Score -2771542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2771547.750000 Penalty: 3289.512939
	Iteration 21Q: 3 clusters Score -2771548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2771553.500000 Penalty: 3289.512939
	Iteration 22Q: 3 clusters Score -2771554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2771560.250000 Penalty: 3289.512939
	Iteration 23Q: 3 clusters Score -2771560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2771564.250000 Penalty: 3289.512939
	Iteration 24Q: 3 clusters Score -2771564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2771567.000000 Penalty: 3289.512939
	Iteration 25Q: 3 clusters Score -2771567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2771570.750000 Penalty: 3289.512939
	Iteration 26Q: 3 clusters Score -2771571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2771571.000000 Penalty: 3289.512939
	Iteration 27Q: 3 clusters Score -2771571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2771569.750000 Penalty: 3289.512939
	Iteration 28Q: 3 clusters Score -2771570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2771570.750000 Penalty: 3289.512939
	Iteration 29Q: 3 clusters Score -2771571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2771577.500000 Penalty: 3289.512939
	Iteration 30Q: 3 clusters Score -2771578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2771583.250000 Penalty: 3289.512939
	Iteration 31Q: 3 clusters Score -2771583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2771583.750000 Penalty: 3289.512939
	Iteration 32Q: 3 clusters Score -2771584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2771585.250000 Penalty: 3289.512939
	Iteration 33Q: 3 clusters Score -2771585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2771585.250000 Penalty: 3289.512939
	Iteration 34F: 3 clusters Score -2771585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Entering Unmasked Estep 
Score: -7613984.500000 Penalty: 1805.491211
	Iteration 0F: 2 clusters Score -7613984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -7569226.500000 Penalty: 3610.982422
	Iteration 0F: 3 clusters Score -7569226 nChanged 31611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -7587265.000000 Penalty: 3610.982422
	Iteration 1F: 3 clusters Score -7587265 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7587678.000000 Penalty: 3610.982422
	Iteration 2Q: 3 clusters Score -7587678 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -7588095.500000 Penalty: 3610.982422
	Iteration 3Q: 3 clusters Score -7588096 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -7588632.000000 Penalty: 3610.982422
	Iteration 4Q: 3 clusters Score -7588632 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7589290.500000 Penalty: 3610.982422
	Iteration 5Q: 3 clusters Score -7589290 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7590207.000000 Penalty: 3610.982422
	Iteration 6Q: 3 clusters Score -7590207 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -7591758.500000 Penalty: 3610.982422
	Iteration 7Q: 3 clusters Score -7591758 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -7594122.500000 Penalty: 3610.982422
	Iteration 8F: 3 clusters Score -7594122 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -7597122.000000 Penalty: 3610.982422
	Iteration 9F: 3 clusters Score -7597122 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7599468.000000 Penalty: 3610.982422
	Iteration 10F: 3 clusters Score -7599468 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7600331.000000 Penalty: 3610.982422
	Iteration 11Q: 3 clusters Score -7600331 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7600558.500000 Penalty: 3610.982422
	Iteration 12Q: 3 clusters Score -7600558 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7600659.500000 Penalty: 3610.982422
	Iteration 13Q: 3 clusters Score -7600660 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7600750.000000 Penalty: 3610.982422
	Iteration 14Q: 3 clusters Score -7600750 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7600844.500000 Penalty: 3610.982422
	Iteration 15Q: 3 clusters Score -7600844 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7600903.500000 Penalty: 3610.982422
	Iteration 16Q: 3 clusters Score -7600904 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7601021.000000 Penalty: 3610.982422
	Iteration 17Q: 3 clusters Score -7601021 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -7601095.500000 Penalty: 3610.982422
	Iteration 18Q: 3 clusters Score -7601096 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7601235.000000 Penalty: 3610.982422
	Iteration 19Q: 3 clusters Score -7601235 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -7601388.500000 Penalty: 3610.982422
	Iteration 20F: 3 clusters Score -7601388 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -7601564.500000 Penalty: 3610.982422
	Iteration 21Q: 3 clusters Score -7601564 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -7601706.000000 Penalty: 3610.982422
	Iteration 22Q: 3 clusters Score -7601706 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -7601914.500000 Penalty: 3610.982422
	Iteration 23Q: 3 clusters Score -7601914 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -7602216.000000 Penalty: 3610.982422
	Iteration 24Q: 3 clusters Score -7602216 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -7602504.500000 Penalty: 3610.982422
	Iteration 25Q: 3 clusters Score -7602504 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -7602930.000000 Penalty: 3610.982422
	Iteration 26Q: 3 clusters Score -7602930 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -7603325.000000 Penalty: 3610.982422
	Iteration 27Q: 3 clusters Score -7603325 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -7603807.500000 Penalty: 3610.982422
	Iteration 28Q: 3 clusters Score -7603808 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -7604380.500000 Penalty: 3610.982422
	Iteration 29Q: 3 clusters Score -7604380 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -7604980.000000 Penalty: 3610.982422
	Iteration 30Q: 3 clusters Score -7604980 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -7605615.000000 Penalty: 3610.982422
	Iteration 31Q: 3 clusters Score -7605615 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -7606348.000000 Penalty: 3610.982422
	Iteration 32Q: 3 clusters Score -7606348 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7607112.500000 Penalty: 3610.982422
	Iteration 33Q: 3 clusters Score -7607112 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -7607994.000000 Penalty: 3610.982422
	Iteration 34Q: 3 clusters Score -7607994 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -7608893.000000 Penalty: 3610.982422
	Iteration 35Q: 3 clusters Score -7608893 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7609685.500000 Penalty: 3610.982422
	Iteration 36Q: 3 clusters Score -7609686 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7610353.000000 Penalty: 3610.982422
	Iteration 37Q: 3 clusters Score -7610353 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -7610837.000000 Penalty: 3610.982422
	Iteration 38Q: 3 clusters Score -7610837 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -7611171.500000 Penalty: 3610.982422
	Iteration 39Q: 3 clusters Score -7611172 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -7611485.500000 Penalty: 3610.982422
	Iteration 40F: 3 clusters Score -7611486 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -7611721.500000 Penalty: 3610.982422
	Iteration 41Q: 3 clusters Score -7611722 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -7611853.500000 Penalty: 3610.982422
	Iteration 42Q: 3 clusters Score -7611854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -7611978.500000 Penalty: 3610.982422
	Iteration 43Q: 3 clusters Score -7611978 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -7612078.500000 Penalty: 3610.982422
	Iteration 44Q: 3 clusters Score -7612078 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -7612164.500000 Penalty: 3610.982422
	Iteration 45Q: 3 clusters Score -7612164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -7612209.500000 Penalty: 3610.982422
	Iteration 46Q: 3 clusters Score -7612210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -7612272.500000 Penalty: 3610.982422
	Iteration 47Q: 3 clusters Score -7612272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -7612320.000000 Penalty: 3610.982422
	Iteration 48Q: 3 clusters Score -7612320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -7612336.500000 Penalty: 3610.982422
	Iteration 49Q: 3 clusters Score -7612336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -7612365.000000 Penalty: 3610.982422
	Iteration 50Q: 3 clusters Score -7612365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -7612376.000000 Penalty: 3610.982422
	Iteration 51Q: 3 clusters Score -7612376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -7612400.500000 Penalty: 3610.982422
	Iteration 52Q: 3 clusters Score -7612400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -7612414.000000 Penalty: 3610.982422
	Iteration 53Q: 3 clusters Score -7612414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7612423.500000 Penalty: 3610.982422
	Iteration 54Q: 3 clusters Score -7612424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -7612433.500000 Penalty: 3610.982422
	Iteration 55Q: 3 clusters Score -7612434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -7612436.000000 Penalty: 3610.982422
	Iteration 56Q: 3 clusters Score -7612436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -7612439.500000 Penalty: 3610.982422
	Iteration 57Q: 3 clusters Score -7612440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -7612442.000000 Penalty: 3610.982422
	Iteration 58Q: 3 clusters Score -7612442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -7612450.000000 Penalty: 3610.982422
	Iteration 59Q: 3 clusters Score -7612450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -7612457.500000 Penalty: 3610.982422
	Iteration 60F: 3 clusters Score -7612458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -7612461.000000 Penalty: 3610.982422
	Iteration 61Q: 3 clusters Score -7612461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -7612465.500000 Penalty: 3610.982422
	Iteration 62Q: 3 clusters Score -7612466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -7612477.000000 Penalty: 3610.982422
	Iteration 63Q: 3 clusters Score -7612477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -7612479.500000 Penalty: 3610.982422
	Iteration 64Q: 3 clusters Score -7612480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7612478.000000 Penalty: 3610.982422
	Iteration 65Q: 3 clusters Score -7612478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -7612481.500000 Penalty: 3610.982422
	Iteration 66Q: 3 clusters Score -7612482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -7612471.500000 Penalty: 3610.982422
	Iteration 67Q: 3 clusters Score -7612472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -7612483.000000 Penalty: 3610.982422
	Iteration 68Q: 3 clusters Score -7612483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -7612480.500000 Penalty: 3610.982422
	Iteration 69Q: 3 clusters Score -7612480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -7612479.000000 Penalty: 3610.982422
	Iteration 70Q: 3 clusters Score -7612479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -7612480.000000 Penalty: 3610.982422
	Iteration 71Q: 3 clusters Score -7612480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -7612477.500000 Penalty: 3610.982422
	Iteration 72Q: 3 clusters Score -7612478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -7612477.500000 Penalty: 3610.982422
	Iteration 73Q: 3 clusters Score -7612478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7612483.000000 Penalty: 3610.982422
	Iteration 74Q: 3 clusters Score -7612483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -7612479.500000 Penalty: 3610.982422
	Iteration 75Q: 3 clusters Score -7612480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -7612483.000000 Penalty: 3610.982422
	Iteration 76Q: 3 clusters Score -7612483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -7612487.000000 Penalty: 3610.982422
	Iteration 77Q: 3 clusters Score -7612487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -7612485.000000 Penalty: 3610.982422
	Iteration 78Q: 3 clusters Score -7612485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -7612496.000000 Penalty: 3610.982422
	Iteration 79Q: 3 clusters Score -7612496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -7612490.000000 Penalty: 3610.982422
	Iteration 80F: 3 clusters Score -7612490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -7612494.000000 Penalty: 3610.982422
	Iteration 81Q: 3 clusters Score -7612494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7612496.500000 Penalty: 3610.982422
	Iteration 82Q: 3 clusters Score -7612496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -7612511.000000 Penalty: 3610.982422
	Iteration 83Q: 3 clusters Score -7612511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -7612509.000000 Penalty: 3610.982422
	Iteration 84Q: 3 clusters Score -7612509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -7612506.000000 Penalty: 3610.982422
	Iteration 85Q: 3 clusters Score -7612506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -7612511.500000 Penalty: 3610.982422
	Iteration 86Q: 3 clusters Score -7612512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -7612506.500000 Penalty: 3610.982422
	Iteration 87Q: 3 clusters Score -7612506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -7612512.000000 Penalty: 3610.982422
	Iteration 88Q: 3 clusters Score -7612512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7612513.000000 Penalty: 3610.982422
	Iteration 89Q: 3 clusters Score -7612513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -7612506.000000 Penalty: 3610.982422
	Iteration 90Q: 3 clusters Score -7612506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -7612506.000000 Penalty: 3610.982422
	Iteration 91Q: 3 clusters Score -7612506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7612519.500000 Penalty: 3610.982422
	Iteration 92Q: 3 clusters Score -7612520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -7612526.500000 Penalty: 3610.982422
	Iteration 93Q: 3 clusters Score -7612526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -7612524.500000 Penalty: 3610.982422
	Iteration 94Q: 3 clusters Score -7612524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7612528.000000 Penalty: 3610.982422
	Iteration 95Q: 3 clusters Score -7612528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7612520.000000 Penalty: 3610.982422
	Iteration 96Q: 3 clusters Score -7612520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -7612522.500000 Penalty: 3610.982422
	Iteration 97Q: 3 clusters Score -7612522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7612527.500000 Penalty: 3610.982422
	Iteration 98Q: 3 clusters Score -7612528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -7612537.000000 Penalty: 3610.982422
	Iteration 99Q: 3 clusters Score -7612537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -7612530.500000 Penalty: 3610.982422
	Iteration 100F: 3 clusters Score -7612530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -7612540.000000 Penalty: 3610.982422
	Iteration 101Q: 3 clusters Score -7612540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -7612535.500000 Penalty: 3610.982422
	Iteration 102Q: 3 clusters Score -7612536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -7612539.500000 Penalty: 3610.982422
	Iteration 103Q: 3 clusters Score -7612540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -7612537.500000 Penalty: 3610.982422
	Iteration 104Q: 3 clusters Score -7612538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -7612540.000000 Penalty: 3610.982422
	Iteration 105Q: 3 clusters Score -7612540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -7612535.500000 Penalty: 3610.982422
	Iteration 106Q: 3 clusters Score -7612536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -7612532.500000 Penalty: 3610.982422
	Iteration 107Q: 3 clusters Score -7612532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -7612532.500000 Penalty: 3610.982422
	Iteration 108F: 3 clusters Score -7612532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136130 members 
Entering Unmasked Estep 
Score: -15276818.000000 Penalty: 1920.971924
	Iteration 0F: 2 clusters Score -1.527682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -15188631.000000 Penalty: 3841.943848
	Iteration 0F: 3 clusters Score -1.518863e+07 nChanged 65558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -15226531.000000 Penalty: 3841.943848
	Iteration 1F: 3 clusters Score -1.522653e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -15227595.000000 Penalty: 3841.943848
	Iteration 2Q: 3 clusters Score -1.52276e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -15228931.000000 Penalty: 3841.943848
	Iteration 3Q: 3 clusters Score -1.522893e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -15230836.000000 Penalty: 3841.943848
	Iteration 4Q: 3 clusters Score -1.523084e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -15234068.000000 Penalty: 3841.943848
	Iteration 5Q: 3 clusters Score -1.523407e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -15238850.000000 Penalty: 3841.943848
	Iteration 6F: 3 clusters Score -1.523885e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -15245719.000000 Penalty: 3841.943848
	Iteration 7F: 3 clusters Score -1.524572e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -15253038.000000 Penalty: 3841.943848
	Iteration 8F: 3 clusters Score -1.525304e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -15258497.000000 Penalty: 3841.943848
	Iteration 9F: 3 clusters Score -1.52585e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -15261381.000000 Penalty: 3841.943848
	Iteration 10Q: 3 clusters Score -1.526138e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -15262693.000000 Penalty: 3841.943848
	Iteration 11Q: 3 clusters Score -1.526269e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -15263316.000000 Penalty: 3841.943848
	Iteration 12Q: 3 clusters Score -1.526332e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -15263860.000000 Penalty: 3841.943848
	Iteration 13Q: 3 clusters Score -1.526386e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -15264382.000000 Penalty: 3841.943848
	Iteration 14Q: 3 clusters Score -1.526438e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -15264872.000000 Penalty: 3841.943848
	Iteration 15Q: 3 clusters Score -1.526487e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -15265500.000000 Penalty: 3841.943848
	Iteration 16Q: 3 clusters Score -1.52655e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -15266000.000000 Penalty: 3841.943848
	Iteration 17Q: 3 clusters Score -1.5266e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -15266501.000000 Penalty: 3841.943848
	Iteration 18Q: 3 clusters Score -1.52665e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -15267071.000000 Penalty: 3841.943848
	Iteration 19Q: 3 clusters Score -1.526707e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -15267577.000000 Penalty: 3841.943848
	Iteration 20F: 3 clusters Score -1.526758e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -15268215.000000 Penalty: 3841.943848
	Iteration 21Q: 3 clusters Score -1.526822e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -15268726.000000 Penalty: 3841.943848
	Iteration 22Q: 3 clusters Score -1.526873e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -15269277.000000 Penalty: 3841.943848
	Iteration 23Q: 3 clusters Score -1.526928e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -15269848.000000 Penalty: 3841.943848
	Iteration 24Q: 3 clusters Score -1.526985e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -15270455.000000 Penalty: 3841.943848
	Iteration 25Q: 3 clusters Score -1.527046e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -15270979.000000 Penalty: 3841.943848
	Iteration 26Q: 3 clusters Score -1.527098e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 119078 members 
Entering Unmasked Estep 
Score: -15271392.000000 Penalty: 3841.943848
	Iteration 27Q: 3 clusters Score -1.527139e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -15271729.000000 Penalty: 3841.943848
	Iteration 28Q: 3 clusters Score -1.527173e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 121430 members 
Entering Unmasked Estep 
Score: -15272103.000000 Penalty: 3841.943848
	Iteration 29Q: 3 clusters Score -1.52721e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -15272458.000000 Penalty: 3841.943848
	Iteration 30Q: 3 clusters Score -1.527246e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -15272844.000000 Penalty: 3841.943848
	Iteration 31Q: 3 clusters Score -1.527284e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -15273202.000000 Penalty: 3841.943848
	Iteration 32Q: 3 clusters Score -1.52732e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -15273566.000000 Penalty: 3841.943848
	Iteration 33Q: 3 clusters Score -1.527357e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -15273849.000000 Penalty: 3841.943848
	Iteration 34Q: 3 clusters Score -1.527385e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 127317 members 
Entering Unmasked Estep 
Score: -15274192.000000 Penalty: 3841.943848
	Iteration 35Q: 3 clusters Score -1.527419e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -15274436.000000 Penalty: 3841.943848
	Iteration 36Q: 3 clusters Score -1.527444e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 128789 members 
Entering Unmasked Estep 
Score: -15274555.000000 Penalty: 3841.943848
	Iteration 37Q: 3 clusters Score -1.527456e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 129406 members 
Entering Unmasked Estep 
Score: -15274702.000000 Penalty: 3841.943848
	Iteration 38Q: 3 clusters Score -1.52747e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 129976 members 
Entering Unmasked Estep 
Score: -15274884.000000 Penalty: 3841.943848
	Iteration 39Q: 3 clusters Score -1.527488e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -15275047.000000 Penalty: 3841.943848
	Iteration 40F: 3 clusters Score -1.527505e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 130930 members 
Entering Unmasked Estep 
Score: -15275156.000000 Penalty: 3841.943848
	Iteration 41Q: 3 clusters Score -1.527516e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 131294 members 
Entering Unmasked Estep 
Score: -15275263.000000 Penalty: 3841.943848
	Iteration 42Q: 3 clusters Score -1.527526e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 131612 members 
Entering Unmasked Estep 
Score: -15275390.000000 Penalty: 3841.943848
	Iteration 43Q: 3 clusters Score -1.527539e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -15275448.000000 Penalty: 3841.943848
	Iteration 44Q: 3 clusters Score -1.527545e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -15275555.000000 Penalty: 3841.943848
	Iteration 45Q: 3 clusters Score -1.527556e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -15275632.000000 Penalty: 3841.943848
	Iteration 46Q: 3 clusters Score -1.527563e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 132688 members 
Entering Unmasked Estep 
Score: -15275687.000000 Penalty: 3841.943848
	Iteration 47Q: 3 clusters Score -1.527569e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -15275757.000000 Penalty: 3841.943848
	Iteration 48Q: 3 clusters Score -1.527576e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -15275835.000000 Penalty: 3841.943848
	Iteration 49Q: 3 clusters Score -1.527584e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -15275867.000000 Penalty: 3841.943848
	Iteration 50Q: 3 clusters Score -1.527587e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -15275882.000000 Penalty: 3841.943848
	Iteration 51Q: 3 clusters Score -1.527588e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -15275922.000000 Penalty: 3841.943848
	Iteration 52Q: 3 clusters Score -1.527592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -15275959.000000 Penalty: 3841.943848
	Iteration 53Q: 3 clusters Score -1.527596e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -15275983.000000 Penalty: 3841.943848
	Iteration 54Q: 3 clusters Score -1.527598e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -15276010.000000 Penalty: 3841.943848
	Iteration 55Q: 3 clusters Score -1.527601e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 133715 members 
Entering Unmasked Estep 
Score: -15276012.000000 Penalty: 3841.943848
	Iteration 56Q: 3 clusters Score -1.527601e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -15276031.000000 Penalty: 3841.943848
	Iteration 57Q: 3 clusters Score -1.527603e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -15276037.000000 Penalty: 3841.943848
	Iteration 58Q: 3 clusters Score -1.527604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -15276042.000000 Penalty: 3841.943848
	Iteration 59Q: 3 clusters Score -1.527604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -15276038.000000 Penalty: 3841.943848
	Iteration 60F: 3 clusters Score -1.527604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 133913 members 
Entering Unmasked Estep 
Score: -15276048.000000 Penalty: 3841.943848
	Iteration 61Q: 3 clusters Score -1.527605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -15276070.000000 Penalty: 3841.943848
	Iteration 62Q: 3 clusters Score -1.527607e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 133981 members 
Entering Unmasked Estep 
Score: -15276063.000000 Penalty: 3841.943848
	Iteration 63Q: 3 clusters Score -1.527606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -15276073.000000 Penalty: 3841.943848
	Iteration 64Q: 3 clusters Score -1.527607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -15276080.000000 Penalty: 3841.943848
	Iteration 65Q: 3 clusters Score -1.527608e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -15276094.000000 Penalty: 3841.943848
	Iteration 66Q: 3 clusters Score -1.527609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 134085 members 
Entering Unmasked Estep 
Score: -15276128.000000 Penalty: 3841.943848
	Iteration 67Q: 3 clusters Score -1.527613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -15276129.000000 Penalty: 3841.943848
	Iteration 68Q: 3 clusters Score -1.527613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 134113 members 
Entering Unmasked Estep 
Score: -15276141.000000 Penalty: 3841.943848
	Iteration 69Q: 3 clusters Score -1.527614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -15276149.000000 Penalty: 3841.943848
	Iteration 70Q: 3 clusters Score -1.527615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -15276157.000000 Penalty: 3841.943848
	Iteration 71Q: 3 clusters Score -1.527616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 134149 members 
Entering Unmasked Estep 
Score: -15276162.000000 Penalty: 3841.943848
	Iteration 72Q: 3 clusters Score -1.527616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 134154 members 
Entering Unmasked Estep 
Score: -15276163.000000 Penalty: 3841.943848
	Iteration 73Q: 3 clusters Score -1.527616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -15276155.000000 Penalty: 3841.943848
	Iteration 74Q: 3 clusters Score -1.527616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 134163 members 
Entering Unmasked Estep 
Score: -15276151.000000 Penalty: 3841.943848
	Iteration 75Q: 3 clusters Score -1.527615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -15276145.000000 Penalty: 3841.943848
	Iteration 76Q: 3 clusters Score -1.527614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -15276151.000000 Penalty: 3841.943848
	Iteration 77Q: 3 clusters Score -1.527615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -15276141.000000 Penalty: 3841.943848
	Iteration 78Q: 3 clusters Score -1.527614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -15276148.000000 Penalty: 3841.943848
	Iteration 79Q: 3 clusters Score -1.527615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -15276143.000000 Penalty: 3841.943848
	Iteration 80F: 3 clusters Score -1.527614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -15276140.000000 Penalty: 3841.943848
	Iteration 81Q: 3 clusters Score -1.527614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 134178 members 
Entering Unmasked Estep 
Score: -15276143.000000 Penalty: 3841.943848
	Iteration 82Q: 3 clusters Score -1.527614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -15276145.000000 Penalty: 3841.943848
	Iteration 83Q: 3 clusters Score -1.527614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -15276147.000000 Penalty: 3841.943848
	Iteration 84Q: 3 clusters Score -1.527615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -15276146.000000 Penalty: 3841.943848
	Iteration 85Q: 3 clusters Score -1.527615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 134186 members 
Entering Unmasked Estep 
Score: -15276151.000000 Penalty: 3841.943848
	Iteration 86Q: 3 clusters Score -1.527615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -15276157.000000 Penalty: 3841.943848
	Iteration 87Q: 3 clusters Score -1.527616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -15276157.000000 Penalty: 3841.943848
	Iteration 88F: 3 clusters Score -1.527616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Entering Unmasked Estep 
Score: -5024459.500000 Penalty: 1737.684570
	Iteration 0F: 2 clusters Score -5024460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -4994975.500000 Penalty: 3475.369141
	Iteration 0F: 3 clusters Score -4994976 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5006591.500000 Penalty: 3475.369141
	Iteration 1F: 3 clusters Score -5006592 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5007069.000000 Penalty: 3475.369141
	Iteration 2Q: 3 clusters Score -5007069 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5007605.500000 Penalty: 3475.369141
	Iteration 3Q: 3 clusters Score -5007606 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5008165.000000 Penalty: 3475.369141
	Iteration 4Q: 3 clusters Score -5008165 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5008913.000000 Penalty: 3475.369141
	Iteration 5Q: 3 clusters Score -5008913 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5009797.000000 Penalty: 3475.369141
	Iteration 6Q: 3 clusters Score -5009797 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5011000.500000 Penalty: 3475.369141
	Iteration 7Q: 3 clusters Score -5011000 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -5012592.500000 Penalty: 3475.369141
	Iteration 8F: 3 clusters Score -5012592 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5014478.000000 Penalty: 3475.369141
	Iteration 9F: 3 clusters Score -5014478 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5016293.000000 Penalty: 3475.369141
	Iteration 10F: 3 clusters Score -5016293 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -5017670.500000 Penalty: 3475.369141
	Iteration 11Q: 3 clusters Score -5017670 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5018652.000000 Penalty: 3475.369141
	Iteration 12Q: 3 clusters Score -5018652 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -5019327.000000 Penalty: 3475.369141
	Iteration 13Q: 3 clusters Score -5019327 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5019808.000000 Penalty: 3475.369141
	Iteration 14Q: 3 clusters Score -5019808 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5020250.500000 Penalty: 3475.369141
	Iteration 15Q: 3 clusters Score -5020250 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5020632.500000 Penalty: 3475.369141
	Iteration 16Q: 3 clusters Score -5020632 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5021003.000000 Penalty: 3475.369141
	Iteration 17Q: 3 clusters Score -5021003 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5021325.500000 Penalty: 3475.369141
	Iteration 18Q: 3 clusters Score -5021326 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5021554.500000 Penalty: 3475.369141
	Iteration 19Q: 3 clusters Score -5021554 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5021751.000000 Penalty: 3475.369141
	Iteration 20F: 3 clusters Score -5021751 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5021916.500000 Penalty: 3475.369141
	Iteration 21Q: 3 clusters Score -5021916 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5022064.000000 Penalty: 3475.369141
	Iteration 22Q: 3 clusters Score -5022064 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5022199.000000 Penalty: 3475.369141
	Iteration 23Q: 3 clusters Score -5022199 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5022333.500000 Penalty: 3475.369141
	Iteration 24Q: 3 clusters Score -5022334 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5022439.000000 Penalty: 3475.369141
	Iteration 25Q: 3 clusters Score -5022439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5022490.000000 Penalty: 3475.369141
	Iteration 26Q: 3 clusters Score -5022490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5022568.000000 Penalty: 3475.369141
	Iteration 27Q: 3 clusters Score -5022568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5022639.000000 Penalty: 3475.369141
	Iteration 28Q: 3 clusters Score -5022639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5022698.500000 Penalty: 3475.369141
	Iteration 29Q: 3 clusters Score -5022698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5022732.500000 Penalty: 3475.369141
	Iteration 30Q: 3 clusters Score -5022732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5022769.000000 Penalty: 3475.369141
	Iteration 31Q: 3 clusters Score -5022769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5022797.500000 Penalty: 3475.369141
	Iteration 32Q: 3 clusters Score -5022798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5022808.000000 Penalty: 3475.369141
	Iteration 33Q: 3 clusters Score -5022808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -5022826.000000 Penalty: 3475.369141
	Iteration 34Q: 3 clusters Score -5022826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5022849.500000 Penalty: 3475.369141
	Iteration 35Q: 3 clusters Score -5022850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5022873.000000 Penalty: 3475.369141
	Iteration 36Q: 3 clusters Score -5022873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5022874.500000 Penalty: 3475.369141
	Iteration 37Q: 3 clusters Score -5022874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5022877.500000 Penalty: 3475.369141
	Iteration 38Q: 3 clusters Score -5022878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5022888.000000 Penalty: 3475.369141
	Iteration 39Q: 3 clusters Score -5022888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5022891.500000 Penalty: 3475.369141
	Iteration 40F: 3 clusters Score -5022892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5022893.500000 Penalty: 3475.369141
	Iteration 41Q: 3 clusters Score -5022894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5022895.000000 Penalty: 3475.369141
	Iteration 42Q: 3 clusters Score -5022895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5022892.500000 Penalty: 3475.369141
	Iteration 43Q: 3 clusters Score -5022892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5022898.000000 Penalty: 3475.369141
	Iteration 44Q: 3 clusters Score -5022898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -5022902.000000 Penalty: 3475.369141
	Iteration 45Q: 3 clusters Score -5022902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -5022912.500000 Penalty: 3475.369141
	Iteration 46Q: 3 clusters Score -5022912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5022909.000000 Penalty: 3475.369141
	Iteration 47Q: 3 clusters Score -5022909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5022908.500000 Penalty: 3475.369141
	Iteration 48Q: 3 clusters Score -5022908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5022909.500000 Penalty: 3475.369141
	Iteration 49Q: 3 clusters Score -5022910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5022908.500000 Penalty: 3475.369141
	Iteration 50Q: 3 clusters Score -5022908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5022911.000000 Penalty: 3475.369141
	Iteration 51Q: 3 clusters Score -5022911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5022912.500000 Penalty: 3475.369141
	Iteration 52Q: 3 clusters Score -5022912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5022920.500000 Penalty: 3475.369141
	Iteration 53Q: 3 clusters Score -5022920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5022919.000000 Penalty: 3475.369141
	Iteration 54Q: 3 clusters Score -5022919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5022921.000000 Penalty: 3475.369141
	Iteration 55Q: 3 clusters Score -5022921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5022921.500000 Penalty: 3475.369141
	Iteration 56Q: 3 clusters Score -5022922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5022927.000000 Penalty: 3475.369141
	Iteration 57Q: 3 clusters Score -5022927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5022929.000000 Penalty: 3475.369141
	Iteration 58Q: 3 clusters Score -5022929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -5022930.500000 Penalty: 3475.369141
	Iteration 59Q: 3 clusters Score -5022930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5022938.000000 Penalty: 3475.369141
	Iteration 60F: 3 clusters Score -5022938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5022940.500000 Penalty: 3475.369141
	Iteration 61Q: 3 clusters Score -5022940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5022940.500000 Penalty: 3475.369141
	Iteration 62Q: 3 clusters Score -5022940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5022943.500000 Penalty: 3475.369141
	Iteration 63Q: 3 clusters Score -5022944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5022947.500000 Penalty: 3475.369141
	Iteration 64Q: 3 clusters Score -5022948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5022947.500000 Penalty: 3475.369141
	Iteration 65Q: 3 clusters Score -5022948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5022948.500000 Penalty: 3475.369141
	Iteration 66Q: 3 clusters Score -5022948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -5022948.500000 Penalty: 3475.369141
	Iteration 67F: 3 clusters Score -5022948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -222493.359375 Penalty: 1243.461426
	Iteration 0F: 2 clusters Score -222493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -220350.671875 Penalty: 2486.922852
	Iteration 0F: 3 clusters Score -220350.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220871.718750 Penalty: 2486.922852
	Iteration 1F: 3 clusters Score -220871.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221015.609375 Penalty: 2486.922852
	Iteration 2F: 3 clusters Score -221015.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -221093.484375 Penalty: 2486.922852
	Iteration 3F: 3 clusters Score -221093.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -221161.390625 Penalty: 2486.922852
	Iteration 4Q: 3 clusters Score -221161.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221211.375000 Penalty: 2486.922852
	Iteration 5Q: 3 clusters Score -221211.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221258.796875 Penalty: 2486.922852
	Iteration 6Q: 3 clusters Score -221258.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221292.296875 Penalty: 2486.922852
	Iteration 7Q: 3 clusters Score -221292.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -221324.625000 Penalty: 2486.922852
	Iteration 8Q: 3 clusters Score -221324.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221358.562500 Penalty: 2486.922852
	Iteration 9Q: 3 clusters Score -221358.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221386.093750 Penalty: 2486.922852
	Iteration 10Q: 3 clusters Score -221386.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221425.000000 Penalty: 2486.922852
	Iteration 11Q: 3 clusters Score -221425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -221462.281250 Penalty: 2486.922852
	Iteration 12Q: 3 clusters Score -221462.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -221496.656250 Penalty: 2486.922852
	Iteration 13Q: 3 clusters Score -221496.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221530.796875 Penalty: 2486.922852
	Iteration 14Q: 3 clusters Score -221530.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221565.937500 Penalty: 2486.922852
	Iteration 15Q: 3 clusters Score -221565.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -221595.312500 Penalty: 2486.922852
	Iteration 16Q: 3 clusters Score -221595.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221611.531250 Penalty: 2486.922852
	Iteration 17Q: 3 clusters Score -221611.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -221623.125000 Penalty: 2486.922852
	Iteration 18Q: 3 clusters Score -221623.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -221631.609375 Penalty: 2486.922852
	Iteration 19Q: 3 clusters Score -221631.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -221643.500000 Penalty: 2486.922852
	Iteration 20F: 3 clusters Score -221643.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -221653.562500 Penalty: 2486.922852
	Iteration 21Q: 3 clusters Score -221653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -221663.234375 Penalty: 2486.922852
	Iteration 22Q: 3 clusters Score -221663.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -221677.359375 Penalty: 2486.922852
	Iteration 23Q: 3 clusters Score -221677.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -221688.484375 Penalty: 2486.922852
	Iteration 24Q: 3 clusters Score -221688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -221701.640625 Penalty: 2486.922852
	Iteration 25Q: 3 clusters Score -221701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -221716.421875 Penalty: 2486.922852
	Iteration 26Q: 3 clusters Score -221716.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221728.531250 Penalty: 2486.922852
	Iteration 27Q: 3 clusters Score -221728.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -221739.796875 Penalty: 2486.922852
	Iteration 28Q: 3 clusters Score -221739.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -221758.906250 Penalty: 2486.922852
	Iteration 29Q: 3 clusters Score -221758.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -221778.859375 Penalty: 2486.922852
	Iteration 30Q: 3 clusters Score -221778.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -221802.296875 Penalty: 2486.922852
	Iteration 31Q: 3 clusters Score -221802.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -221814.718750 Penalty: 2486.922852
	Iteration 32Q: 3 clusters Score -221814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -221826.984375 Penalty: 2486.922852
	Iteration 33Q: 3 clusters Score -221827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -221834.640625 Penalty: 2486.922852
	Iteration 34Q: 3 clusters Score -221834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -221842.968750 Penalty: 2486.922852
	Iteration 35Q: 3 clusters Score -221843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -221850.015625 Penalty: 2486.922852
	Iteration 36Q: 3 clusters Score -221850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -221857.890625 Penalty: 2486.922852
	Iteration 37Q: 3 clusters Score -221857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -221867.421875 Penalty: 2486.922852
	Iteration 38Q: 3 clusters Score -221867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -221882.859375 Penalty: 2486.922852
	Iteration 39Q: 3 clusters Score -221882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -221894.515625 Penalty: 2486.922852
	Iteration 40F: 3 clusters Score -221894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -221903.531250 Penalty: 2486.922852
	Iteration 41Q: 3 clusters Score -221903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221918.078125 Penalty: 2486.922852
	Iteration 42Q: 3 clusters Score -221918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -221928.468750 Penalty: 2486.922852
	Iteration 43Q: 3 clusters Score -221928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -221935.625000 Penalty: 2486.922852
	Iteration 44Q: 3 clusters Score -221935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -221940.843750 Penalty: 2486.922852
	Iteration 45Q: 3 clusters Score -221940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -221945.265625 Penalty: 2486.922852
	Iteration 46Q: 3 clusters Score -221945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -221947.968750 Penalty: 2486.922852
	Iteration 47Q: 3 clusters Score -221948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -221949.031250 Penalty: 2486.922852
	Iteration 48Q: 3 clusters Score -221949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -221949.031250 Penalty: 2486.922852
	Iteration 49F: 3 clusters Score -221949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 48604 members 
Mstep: Class 7 contains 435 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 144407 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 24874 members 
Mstep: Class 18 contains 66884 members 
Mstep: Class 20 contains 136130 members 
Mstep: Class 23 contains 44066 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744904.000000 Penalty: 34528.816406
Iteration 79Q: 17 clusters Score -6.47449e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 48616 members 
Mstep: Class 7 contains 434 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 144401 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 24919 members 
Mstep: Class 18 contains 66881 members 
Mstep: Class 20 contains 136115 members 
Mstep: Class 23 contains 44070 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744948.000000 Penalty: 34528.816406
Iteration 80F: 17 clusters Score -6.474495e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 11594 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 48634 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 144398 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 24956 members 
Mstep: Class 18 contains 66880 members 
Mstep: Class 20 contains 136062 members 
Mstep: Class 23 contains 44070 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745108.000000 Penalty: 34528.816406
Iteration 81Q: 17 clusters Score -6.474511e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 402 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 144412 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 24989 members 
Mstep: Class 18 contains 66881 members 
Mstep: Class 20 contains 135977 members 
Mstep: Class 23 contains 44078 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745148.000000 Penalty: 34528.816406
Iteration 82Q: 17 clusters Score -6.474515e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 11593 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 48651 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 144436 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 25031 members 
Mstep: Class 18 contains 66885 members 
Mstep: Class 20 contains 135874 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745212.000000 Penalty: 34528.816406
Iteration 83Q: 17 clusters Score -6.474521e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 11572 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 48661 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 144438 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 25067 members 
Mstep: Class 18 contains 66884 members 
Mstep: Class 20 contains 135812 members 
Mstep: Class 23 contains 44086 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745188.000000 Penalty: 34528.816406
Iteration 84Q: 17 clusters Score -6.474519e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 144441 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 16 contains 25115 members 
Mstep: Class 18 contains 66886 members 
Mstep: Class 20 contains 135757 members 
Mstep: Class 23 contains 44090 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745120.000000 Penalty: 34528.816406
Iteration 85Q: 17 clusters Score -6.474512e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 11549 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 48689 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 144425 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 25166 members 
Mstep: Class 18 contains 66887 members 
Mstep: Class 20 contains 135718 members 
Mstep: Class 23 contains 44089 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745136.000000 Penalty: 34528.816406
Iteration 86Q: 17 clusters Score -6.474514e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 11532 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 48698 members 
Mstep: Class 7 contains 351 members 
Mstep: Class 9 contains 6271 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 144417 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 18 contains 66883 members 
Mstep: Class 20 contains 135684 members 
Mstep: Class 23 contains 44088 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745204.000000 Penalty: 34528.816406
Iteration 87Q: 17 clusters Score -6.47452e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 11515 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 48712 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 9 contains 6234 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 144406 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 25264 members 
Mstep: Class 18 contains 66883 members 
Mstep: Class 20 contains 135654 members 
Mstep: Class 23 contains 44097 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745156.000000 Penalty: 34528.816406
Iteration 88Q: 17 clusters Score -6.474516e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 11492 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 48727 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 144417 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 25331 members 
Mstep: Class 18 contains 66881 members 
Mstep: Class 20 contains 135593 members 
Mstep: Class 23 contains 44103 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745116.000000 Penalty: 34528.816406
Iteration 89Q: 17 clusters Score -6.474512e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 11472 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 48732 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 144429 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 25392 members 
Mstep: Class 18 contains 66879 members 
Mstep: Class 20 contains 135529 members 
Mstep: Class 23 contains 44102 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745100.000000 Penalty: 34528.816406
Iteration 90Q: 17 clusters Score -6.47451e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 48743 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 144426 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 25451 members 
Mstep: Class 18 contains 66878 members 
Mstep: Class 20 contains 135480 members 
Mstep: Class 23 contains 44102 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745080.000000 Penalty: 34528.816406
Iteration 91Q: 17 clusters Score -6.474508e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 11407 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 48755 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 9 contains 6048 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 144428 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 25510 members 
Mstep: Class 18 contains 66873 members 
Mstep: Class 20 contains 135415 members 
Mstep: Class 23 contains 44114 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64744996.000000 Penalty: 34528.816406
Iteration 92Q: 17 clusters Score -6.4745e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 11363 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 48762 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 2149 members 
Mstep: Class 11 contains 144438 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 25568 members 
Mstep: Class 18 contains 66871 members 
Mstep: Class 20 contains 135353 members 
Mstep: Class 23 contains 44122 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745140.000000 Penalty: 34528.816406
Iteration 93Q: 17 clusters Score -6.474514e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 11306 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 48762 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 9 contains 5964 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 144462 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 16 contains 25637 members 
Mstep: Class 18 contains 66868 members 
Mstep: Class 20 contains 135290 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745180.000000 Penalty: 34528.816406
Iteration 94Q: 17 clusters Score -6.474518e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 48763 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 9 contains 5910 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 144492 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 18 contains 66865 members 
Mstep: Class 20 contains 135214 members 
Mstep: Class 23 contains 44140 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745320.000000 Penalty: 34528.816406
Iteration 95Q: 17 clusters Score -6.474532e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 48755 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 144491 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 25800 members 
Mstep: Class 18 contains 66867 members 
Mstep: Class 20 contains 135160 members 
Mstep: Class 23 contains 44156 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745260.000000 Penalty: 34528.816406
Iteration 96Q: 17 clusters Score -6.474526e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 11116 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 48750 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 144507 members 
Mstep: Class 15 contains 6025 members 
Mstep: Class 16 contains 25891 members 
Mstep: Class 18 contains 66866 members 
Mstep: Class 20 contains 135095 members 
Mstep: Class 23 contains 44166 members 
Mstep: Class 24 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745312.000000 Penalty: 34528.816406
Iteration 97Q: 17 clusters Score -6.474531e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 11045 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 48757 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 144515 members 
Mstep: Class 15 contains 6101 members 
Mstep: Class 16 contains 25974 members 
Mstep: Class 18 contains 66867 members 
Mstep: Class 20 contains 135023 members 
Mstep: Class 23 contains 44175 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745268.000000 Penalty: 34528.816406
Iteration 98Q: 17 clusters Score -6.474527e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 10991 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 48763 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 144508 members 
Mstep: Class 15 contains 6186 members 
Mstep: Class 16 contains 26055 members 
Mstep: Class 18 contains 66865 members 
Mstep: Class 20 contains 134952 members 
Mstep: Class 23 contains 44189 members 
Mstep: Class 24 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745212.000000 Penalty: 34528.816406
Iteration 99Q: 17 clusters Score -6.474521e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 48760 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 144508 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 26129 members 
Mstep: Class 18 contains 66865 members 
Mstep: Class 20 contains 134889 members 
Mstep: Class 23 contains 44205 members 
Mstep: Class 24 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745276.000000 Penalty: 34528.816406
Iteration 100F: 17 clusters Score -6.474528e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 10861 members 
Mstep: Class 5 contains 443 members 
Mstep: Class 6 contains 48758 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 144505 members 
Mstep: Class 15 contains 6332 members 
Mstep: Class 16 contains 26223 members 
Mstep: Class 18 contains 66864 members 
Mstep: Class 20 contains 134839 members 
Mstep: Class 23 contains 44215 members 
Mstep: Class 24 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745520.000000 Penalty: 34528.816406
Iteration 101Q: 17 clusters Score -6.474552e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 10826 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 48746 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 144482 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 26327 members 
Mstep: Class 18 contains 66866 members 
Mstep: Class 20 contains 134821 members 
Mstep: Class 23 contains 44216 members 
Mstep: Class 24 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745756.000000 Penalty: 34528.816406
Iteration 102Q: 17 clusters Score -6.474576e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 48746 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144475 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 18 contains 66862 members 
Mstep: Class 20 contains 134790 members 
Mstep: Class 23 contains 44204 members 
Mstep: Class 24 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745736.000000 Penalty: 34528.816406
Iteration 103Q: 17 clusters Score -6.474574e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48736 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144479 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 26584 members 
Mstep: Class 18 contains 66864 members 
Mstep: Class 20 contains 134746 members 
Mstep: Class 23 contains 44206 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745876.000000 Penalty: 34528.816406
Iteration 104Q: 17 clusters Score -6.474588e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 10565 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48729 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144499 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 26725 members 
Mstep: Class 18 contains 66862 members 
Mstep: Class 20 contains 134699 members 
Mstep: Class 23 contains 44213 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745976.000000 Penalty: 34528.816406
Iteration 105Q: 17 clusters Score -6.474598e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48724 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 144523 members 
Mstep: Class 15 contains 6682 members 
Mstep: Class 16 contains 26848 members 
Mstep: Class 18 contains 66864 members 
Mstep: Class 20 contains 134642 members 
Mstep: Class 23 contains 44215 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745840.000000 Penalty: 34528.816406
Iteration 106Q: 17 clusters Score -6.474584e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48724 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144564 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 26966 members 
Mstep: Class 18 contains 66854 members 
Mstep: Class 20 contains 134577 members 
Mstep: Class 23 contains 44214 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745808.000000 Penalty: 34528.816406
Iteration 107Q: 17 clusters Score -6.474581e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48719 members 
Mstep: Class 7 contains 210 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144582 members 
Mstep: Class 15 contains 6842 members 
Mstep: Class 16 contains 27116 members 
Mstep: Class 18 contains 66854 members 
Mstep: Class 20 contains 134526 members 
Mstep: Class 23 contains 44209 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745884.000000 Penalty: 34528.816406
Iteration 108Q: 17 clusters Score -6.474588e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 10145 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 144605 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 27253 members 
Mstep: Class 18 contains 66854 members 
Mstep: Class 20 contains 134483 members 
Mstep: Class 23 contains 44211 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64745960.000000 Penalty: 34528.816406
Iteration 109Q: 17 clusters Score -6.474596e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 48718 members 
Mstep: Class 7 contains 204 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144638 members 
Mstep: Class 15 contains 6989 members 
Mstep: Class 16 contains 27393 members 
Mstep: Class 18 contains 66852 members 
Mstep: Class 20 contains 134436 members 
Mstep: Class 23 contains 44210 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746052.000000 Penalty: 34528.816406
Iteration 110Q: 17 clusters Score -6.474605e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 9900 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48709 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144674 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 16 contains 27562 members 
Mstep: Class 18 contains 66845 members 
Mstep: Class 20 contains 134403 members 
Mstep: Class 23 contains 44210 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746064.000000 Penalty: 34528.816406
Iteration 111Q: 17 clusters Score -6.474606e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48704 members 
Mstep: Class 7 contains 197 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144688 members 
Mstep: Class 15 contains 7095 members 
Mstep: Class 16 contains 27726 members 
Mstep: Class 18 contains 66848 members 
Mstep: Class 20 contains 134401 members 
Mstep: Class 23 contains 44209 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746112.000000 Penalty: 34528.816406
Iteration 112Q: 17 clusters Score -6.474611e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48709 members 
Mstep: Class 7 contains 197 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 144692 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 27888 members 
Mstep: Class 18 contains 66852 members 
Mstep: Class 20 contains 134395 members 
Mstep: Class 23 contains 44205 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746148.000000 Penalty: 34528.816406
Iteration 113Q: 17 clusters Score -6.474615e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48709 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 144688 members 
Mstep: Class 15 contains 7194 members 
Mstep: Class 16 contains 28062 members 
Mstep: Class 18 contains 66850 members 
Mstep: Class 20 contains 134393 members 
Mstep: Class 23 contains 44200 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746184.000000 Penalty: 34528.816406
Iteration 114Q: 17 clusters Score -6.474618e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48704 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 144699 members 
Mstep: Class 15 contains 7253 members 
Mstep: Class 16 contains 28228 members 
Mstep: Class 18 contains 66846 members 
Mstep: Class 20 contains 134370 members 
Mstep: Class 23 contains 44205 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746080.000000 Penalty: 34528.816406
Iteration 115Q: 17 clusters Score -6.474608e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48698 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 144704 members 
Mstep: Class 15 contains 7327 members 
Mstep: Class 16 contains 28412 members 
Mstep: Class 18 contains 66836 members 
Mstep: Class 20 contains 134336 members 
Mstep: Class 23 contains 44208 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746208.000000 Penalty: 34528.816406
Iteration 116Q: 17 clusters Score -6.474621e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 9197 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 48699 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 144714 members 
Mstep: Class 15 contains 7409 members 
Mstep: Class 16 contains 28586 members 
Mstep: Class 18 contains 66822 members 
Mstep: Class 20 contains 134301 members 
Mstep: Class 23 contains 44216 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 17 clusters Score -6.474616e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 48692 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 144732 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 18 contains 66820 members 
Mstep: Class 20 contains 134264 members 
Mstep: Class 23 contains 44219 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746308.000000 Penalty: 34528.816406
Iteration 118Q: 17 clusters Score -6.474631e+07 nChanged 550
Entering ConstructFrom: 
Score: -64746308.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Entering Unmasked Estep 
Score: -9632953.000000 Penalty: 1846.640015
	Iteration 0F: 2 clusters Score -9632953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -9575397.000000 Penalty: 3693.280029
	Iteration 0F: 3 clusters Score -9575397 nChanged 40838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -9599394.000000 Penalty: 3693.280029
	Iteration 1F: 3 clusters Score -9599394 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -9600458.000000 Penalty: 3693.280029
	Iteration 2Q: 3 clusters Score -9600458 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -9602371.000000 Penalty: 3693.280029
	Iteration 3Q: 3 clusters Score -9602371 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -9605743.000000 Penalty: 3693.280029
	Iteration 4F: 3 clusters Score -9605743 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9611453.000000 Penalty: 3693.280029
	Iteration 5F: 3 clusters Score -9611453 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -9618874.000000 Penalty: 3693.280029
	Iteration 6F: 3 clusters Score -9618874 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -9625241.000000 Penalty: 3693.280029
	Iteration 7F: 3 clusters Score -9625241 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -9628988.000000 Penalty: 3693.280029
	Iteration 8Q: 3 clusters Score -9628988 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -9630540.000000 Penalty: 3693.280029
	Iteration 9Q: 3 clusters Score -9630540 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -9631052.000000 Penalty: 3693.280029
	Iteration 10Q: 3 clusters Score -9631052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -9631240.000000 Penalty: 3693.280029
	Iteration 11Q: 3 clusters Score -9631240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -9631326.000000 Penalty: 3693.280029
	Iteration 12Q: 3 clusters Score -9631326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -9631375.000000 Penalty: 3693.280029
	Iteration 13Q: 3 clusters Score -9631375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -9631395.000000 Penalty: 3693.280029
	Iteration 14Q: 3 clusters Score -9631395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -9631412.000000 Penalty: 3693.280029
	Iteration 15Q: 3 clusters Score -9631412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -9631427.000000 Penalty: 3693.280029
	Iteration 16Q: 3 clusters Score -9631427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -9631442.000000 Penalty: 3693.280029
	Iteration 17Q: 3 clusters Score -9631442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -9631444.000000 Penalty: 3693.280029
	Iteration 18Q: 3 clusters Score -9631444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -9631444.000000 Penalty: 3693.280029
	Iteration 19F: 3 clusters Score -9631444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -126154.437500 Penalty: 1145.080200
	Iteration 0F: 2 clusters Score -126154.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -124584.937500 Penalty: 2290.160400
	Iteration 0F: 3 clusters Score -124584.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124883.468750 Penalty: 2290.160400
	Iteration 1F: 3 clusters Score -124883.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124970.031250 Penalty: 2290.160400
	Iteration 2F: 3 clusters Score -124970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125010.617188 Penalty: 2290.160400
	Iteration 3Q: 3 clusters Score -125010.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125036.468750 Penalty: 2290.160400
	Iteration 4Q: 3 clusters Score -125036.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125053.851562 Penalty: 2290.160400
	Iteration 5Q: 3 clusters Score -125053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125060.210938 Penalty: 2290.160400
	Iteration 6Q: 3 clusters Score -125060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125061.687500 Penalty: 2290.160400
	Iteration 7Q: 3 clusters Score -125061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125064.023438 Penalty: 2290.160400
	Iteration 8Q: 3 clusters Score -125064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125064.390625 Penalty: 2290.160400
	Iteration 9Q: 3 clusters Score -125064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125065.000000 Penalty: 2290.160400
	Iteration 10Q: 3 clusters Score -125065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125065.000000 Penalty: 2290.160400
	Iteration 11F: 3 clusters Score -125065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -554134.437500 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -554134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -550130.250000 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -550130.2 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -551245.187500 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -551245.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -551441.187500 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -551441.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -551569.750000 Penalty: 2766.523926
	Iteration 3F: 3 clusters Score -551569.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -551678.750000 Penalty: 2766.523926
	Iteration 4Q: 3 clusters Score -551678.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -551775.125000 Penalty: 2766.523926
	Iteration 5Q: 3 clusters Score -551775.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -551872.812500 Penalty: 2766.523926
	Iteration 6Q: 3 clusters Score -551872.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -551978.250000 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -551978.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -552090.312500 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -552090.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -552208.937500 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -552208.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -552326.937500 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -552326.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -552434.125000 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -552434.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -552546.312500 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -552546.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -552629.437500 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -552629.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -552708.375000 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -552708.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -552775.000000 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -552775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -552821.937500 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -552821.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -552856.875000 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -552856.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -552876.625000 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -552876.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -552898.625000 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -552898.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -552915.687500 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -552915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -552925.875000 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -552925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -552932.000000 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -552932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -552933.750000 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -552933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -552937.125000 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -552937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -552942.437500 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -552942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -552944.875000 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -552944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -552947.000000 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -552947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -552947.437500 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -552947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -552947.437500 Penalty: 2766.523926
	Iteration 29Q: 3 clusters Score -552947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -552947.437500 Penalty: 2766.523926
	Iteration 30F: 3 clusters Score -552947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Entering Unmasked Estep 
Score: -968297.500000 Penalty: 1479.089111
	Iteration 0F: 2 clusters Score -968297.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -961819.125000 Penalty: 2958.178223
	Iteration 0F: 3 clusters Score -961819.1 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -963858.062500 Penalty: 2958.178223
	Iteration 1F: 3 clusters Score -963858.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -964231.625000 Penalty: 2958.178223
	Iteration 2F: 3 clusters Score -964231.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -964696.625000 Penalty: 2958.178223
	Iteration 3F: 3 clusters Score -964696.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -965363.562500 Penalty: 2958.178223
	Iteration 4F: 3 clusters Score -965363.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -966180.187500 Penalty: 2958.178223
	Iteration 5F: 3 clusters Score -966180.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -966929.625000 Penalty: 2958.178223
	Iteration 6F: 3 clusters Score -966929.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -967373.500000 Penalty: 2958.178223
	Iteration 7F: 3 clusters Score -967373.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -967559.812500 Penalty: 2958.178223
	Iteration 8Q: 3 clusters Score -967559.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -967631.562500 Penalty: 2958.178223
	Iteration 9Q: 3 clusters Score -967631.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -967658.812500 Penalty: 2958.178223
	Iteration 10Q: 3 clusters Score -967658.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -967674.625000 Penalty: 2958.178223
	Iteration 11Q: 3 clusters Score -967674.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -967688.625000 Penalty: 2958.178223
	Iteration 12Q: 3 clusters Score -967688.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -967695.750000 Penalty: 2958.178223
	Iteration 13Q: 3 clusters Score -967695.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -967701.812500 Penalty: 2958.178223
	Iteration 14Q: 3 clusters Score -967701.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -967709.000000 Penalty: 2958.178223
	Iteration 15Q: 3 clusters Score -967709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -967717.437500 Penalty: 2958.178223
	Iteration 16Q: 3 clusters Score -967717.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -967720.812500 Penalty: 2958.178223
	Iteration 17Q: 3 clusters Score -967720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -967726.062500 Penalty: 2958.178223
	Iteration 18Q: 3 clusters Score -967726.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -967731.875000 Penalty: 2958.178223
	Iteration 19Q: 3 clusters Score -967731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -967735.812500 Penalty: 2958.178223
	Iteration 20F: 3 clusters Score -967735.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -967740.562500 Penalty: 2958.178223
	Iteration 21Q: 3 clusters Score -967740.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -967746.375000 Penalty: 2958.178223
	Iteration 22Q: 3 clusters Score -967746.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -967754.750000 Penalty: 2958.178223
	Iteration 23Q: 3 clusters Score -967754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -967765.062500 Penalty: 2958.178223
	Iteration 24Q: 3 clusters Score -967765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -967775.250000 Penalty: 2958.178223
	Iteration 25Q: 3 clusters Score -967775.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -967785.812500 Penalty: 2958.178223
	Iteration 26Q: 3 clusters Score -967785.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -967800.562500 Penalty: 2958.178223
	Iteration 27Q: 3 clusters Score -967800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -967813.875000 Penalty: 2958.178223
	Iteration 28Q: 3 clusters Score -967813.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -967828.187500 Penalty: 2958.178223
	Iteration 29Q: 3 clusters Score -967828.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -967847.750000 Penalty: 2958.178223
	Iteration 30Q: 3 clusters Score -967847.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -967866.937500 Penalty: 2958.178223
	Iteration 31Q: 3 clusters Score -967866.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -967886.625000 Penalty: 2958.178223
	Iteration 32Q: 3 clusters Score -967886.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -967900.375000 Penalty: 2958.178223
	Iteration 33Q: 3 clusters Score -967900.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -967914.937500 Penalty: 2958.178223
	Iteration 34Q: 3 clusters Score -967914.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -967931.562500 Penalty: 2958.178223
	Iteration 35Q: 3 clusters Score -967931.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -967945.187500 Penalty: 2958.178223
	Iteration 36Q: 3 clusters Score -967945.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -967964.125000 Penalty: 2958.178223
	Iteration 37Q: 3 clusters Score -967964.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -967986.687500 Penalty: 2958.178223
	Iteration 38Q: 3 clusters Score -967986.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -968004.562500 Penalty: 2958.178223
	Iteration 39Q: 3 clusters Score -968004.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -968010.875000 Penalty: 2958.178223
	Iteration 40F: 3 clusters Score -968010.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -968017.375000 Penalty: 2958.178223
	Iteration 41Q: 3 clusters Score -968017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -968023.937500 Penalty: 2958.178223
	Iteration 42Q: 3 clusters Score -968023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -968023.875000 Penalty: 2958.178223
	Iteration 43Q: 3 clusters Score -968023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -968028.875000 Penalty: 2958.178223
	Iteration 44Q: 3 clusters Score -968028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -968030.937500 Penalty: 2958.178223
	Iteration 45Q: 3 clusters Score -968030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -968032.000000 Penalty: 2958.178223
	Iteration 46Q: 3 clusters Score -968032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -968033.000000 Penalty: 2958.178223
	Iteration 47Q: 3 clusters Score -968033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -968034.625000 Penalty: 2958.178223
	Iteration 48Q: 3 clusters Score -968034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -968033.812500 Penalty: 2958.178223
	Iteration 49Q: 3 clusters Score -968033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -968034.562500 Penalty: 2958.178223
	Iteration 50Q: 3 clusters Score -968034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -968035.687500 Penalty: 2958.178223
	Iteration 51Q: 3 clusters Score -968035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -968035.562500 Penalty: 2958.178223
	Iteration 52Q: 3 clusters Score -968035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -968038.375000 Penalty: 2958.178223
	Iteration 53Q: 3 clusters Score -968038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -968039.000000 Penalty: 2958.178223
	Iteration 54Q: 3 clusters Score -968039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -968038.875000 Penalty: 2958.178223
	Iteration 55Q: 3 clusters Score -968038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -968040.437500 Penalty: 2958.178223
	Iteration 56Q: 3 clusters Score -968040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -968040.437500 Penalty: 2958.178223
	Iteration 57F: 3 clusters Score -968040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -45154.121094 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -45154.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44149.347656 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -44149.35 nChanged 79
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: -44279.613281 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -44279.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44311.015625 Penalty: 1974.487427
	Iteration 2Q: 3 clusters Score -44311.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44326.570312 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -44326.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44331.300781 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -44331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44331.300781 Penalty: 1974.487427
	Iteration 5F: 3 clusters Score -44331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Entering Unmasked Estep 
Score: -5540019.500000 Penalty: 1753.899780
	Iteration 0F: 2 clusters Score -5540020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5507647.500000 Penalty: 3507.799561
	Iteration 0F: 3 clusters Score -5507648 nChanged 22649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5520994.500000 Penalty: 3507.799561
	Iteration 1F: 3 clusters Score -5520994 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5521855.500000 Penalty: 3507.799561
	Iteration 2Q: 3 clusters Score -5521856 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5522959.000000 Penalty: 3507.799561
	Iteration 3Q: 3 clusters Score -5522959 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -5524289.500000 Penalty: 3507.799561
	Iteration 4Q: 3 clusters Score -5524290 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -5525836.000000 Penalty: 3507.799561
	Iteration 5F: 3 clusters Score -5525836 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5527415.500000 Penalty: 3507.799561
	Iteration 6F: 3 clusters Score -5527416 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5529397.500000 Penalty: 3507.799561
	Iteration 7F: 3 clusters Score -5529398 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5531364.500000 Penalty: 3507.799561
	Iteration 8F: 3 clusters Score -5531364 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5532699.000000 Penalty: 3507.799561
	Iteration 9F: 3 clusters Score -5532699 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5533383.000000 Penalty: 3507.799561
	Iteration 10Q: 3 clusters Score -5533383 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5533659.000000 Penalty: 3507.799561
	Iteration 11Q: 3 clusters Score -5533659 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -5533796.000000 Penalty: 3507.799561
	Iteration 12Q: 3 clusters Score -5533796 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -5533901.500000 Penalty: 3507.799561
	Iteration 13Q: 3 clusters Score -5533902 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5533968.000000 Penalty: 3507.799561
	Iteration 14Q: 3 clusters Score -5533968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5534051.500000 Penalty: 3507.799561
	Iteration 15Q: 3 clusters Score -5534052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5534128.000000 Penalty: 3507.799561
	Iteration 16Q: 3 clusters Score -5534128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -5534270.500000 Penalty: 3507.799561
	Iteration 17Q: 3 clusters Score -5534270 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -5534342.000000 Penalty: 3507.799561
	Iteration 18Q: 3 clusters Score -5534342 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5534418.500000 Penalty: 3507.799561
	Iteration 19Q: 3 clusters Score -5534418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5534480.500000 Penalty: 3507.799561
	Iteration 20F: 3 clusters Score -5534480 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5534549.000000 Penalty: 3507.799561
	Iteration 21Q: 3 clusters Score -5534549 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5534628.000000 Penalty: 3507.799561
	Iteration 22Q: 3 clusters Score -5534628 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5534664.000000 Penalty: 3507.799561
	Iteration 23Q: 3 clusters Score -5534664 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5534717.500000 Penalty: 3507.799561
	Iteration 24Q: 3 clusters Score -5534718 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5534782.000000 Penalty: 3507.799561
	Iteration 25Q: 3 clusters Score -5534782 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5534818.000000 Penalty: 3507.799561
	Iteration 26Q: 3 clusters Score -5534818 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5534877.500000 Penalty: 3507.799561
	Iteration 27Q: 3 clusters Score -5534878 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5534892.500000 Penalty: 3507.799561
	Iteration 28Q: 3 clusters Score -5534892 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5534934.000000 Penalty: 3507.799561
	Iteration 29Q: 3 clusters Score -5534934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5534972.500000 Penalty: 3507.799561
	Iteration 30Q: 3 clusters Score -5534972 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -5535002.500000 Penalty: 3507.799561
	Iteration 31Q: 3 clusters Score -5535002 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5535013.000000 Penalty: 3507.799561
	Iteration 32Q: 3 clusters Score -5535013 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5535023.500000 Penalty: 3507.799561
	Iteration 33Q: 3 clusters Score -5535024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5535059.500000 Penalty: 3507.799561
	Iteration 34Q: 3 clusters Score -5535060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5535092.500000 Penalty: 3507.799561
	Iteration 35Q: 3 clusters Score -5535092 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5535115.000000 Penalty: 3507.799561
	Iteration 36Q: 3 clusters Score -5535115 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5535133.500000 Penalty: 3507.799561
	Iteration 37Q: 3 clusters Score -5535134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5535154.000000 Penalty: 3507.799561
	Iteration 38Q: 3 clusters Score -5535154 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5535157.000000 Penalty: 3507.799561
	Iteration 39Q: 3 clusters Score -5535157 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5535178.500000 Penalty: 3507.799561
	Iteration 40F: 3 clusters Score -5535178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5535194.500000 Penalty: 3507.799561
	Iteration 41Q: 3 clusters Score -5535194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5535207.500000 Penalty: 3507.799561
	Iteration 42Q: 3 clusters Score -5535208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5535229.500000 Penalty: 3507.799561
	Iteration 43Q: 3 clusters Score -5535230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5535256.000000 Penalty: 3507.799561
	Iteration 44Q: 3 clusters Score -5535256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5535249.500000 Penalty: 3507.799561
	Iteration 45Q: 3 clusters Score -5535250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5535257.500000 Penalty: 3507.799561
	Iteration 46Q: 3 clusters Score -5535258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5535262.500000 Penalty: 3507.799561
	Iteration 47Q: 3 clusters Score -5535262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5535261.000000 Penalty: 3507.799561
	Iteration 48Q: 3 clusters Score -5535261 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5535278 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5535272 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5535284 nChanged 64
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Mstep: Class 1 contains 27719 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5535266 nChanged 67
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Mstep: Class 1 contains 27750 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5535270 nChanged 72
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Mstep: Class 1 contains 27790 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5535266 nChanged 71
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Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5535268 nChanged 62
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Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5535271 nChanged 68
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Mstep: Class 1 contains 27911 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5535293 nChanged 50
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5535291 nChanged 51
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5535296 nChanged 48
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Mstep: Class 1 contains 28038 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5535287 nChanged 55
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Mstep: Class 1 contains 28089 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5535292 nChanged 53
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Mstep: Class 1 contains 28138 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5535286 nChanged 54
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Mstep: Class 1 contains 28188 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5535296 nChanged 58
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Mstep: Class 1 contains 28240 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5535304 nChanged 52
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Mstep: Class 1 contains 28288 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5535312 nChanged 54
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Mstep: Class 1 contains 28336 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5535309 nChanged 61
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Mstep: Class 1 contains 28383 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5535320 nChanged 51
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Mstep: Class 1 contains 28428 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5535318 nChanged 39
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Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5535312 nChanged 36
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Mstep: Class 1 contains 28501 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5535318 nChanged 31
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Mstep: Class 1 contains 28532 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5535326 nChanged 29
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Mstep: Class 1 contains 28561 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5535336 nChanged 31
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Mstep: Class 1 contains 28592 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5535368 nChanged 25
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5535362 nChanged 27
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Mstep: Class 1 contains 28737 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5535368 nChanged 19
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Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5535371 nChanged 11
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Mstep: Class 1 contains 28767 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5535374 nChanged 11
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Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5535374 nChanged 17
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	Iteration 84Q: 3 clusters Score -5535377 nChanged 26
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Mstep: Class 1 contains 28821 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5535376 nChanged 30
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Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5535372 nChanged 33
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Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5535370 nChanged 26
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Mstep: Class 1 contains 28908 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5535360 nChanged 34
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Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5535359 nChanged 35
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Mstep: Class 1 contains 28975 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5535365 nChanged 29
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Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5535364 nChanged 28
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Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5535381 nChanged 28
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Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5535382 nChanged 34
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Mstep: Class 1 contains 29090 members 
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	Iteration 94Q: 3 clusters Score -5535387 nChanged 29
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Mstep: Class 1 contains 29119 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5535402 nChanged 23
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Mstep: Class 1 contains 29142 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5535405 nChanged 30
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Mstep: Class 1 contains 29172 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5535406 nChanged 39
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Mstep: Class 1 contains 29211 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5535413 nChanged 50
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Mstep: Class 1 contains 29261 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5535422 nChanged 60
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Mstep: Class 1 contains 29321 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5535420 nChanged 58
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Mstep: Class 1 contains 29377 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5535420 nChanged 57
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Mstep: Class 1 contains 29432 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5535434 nChanged 53
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Mstep: Class 1 contains 29485 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5535432 nChanged 67
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Mstep: Class 1 contains 29552 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5535428 nChanged 71
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Mstep: Class 1 contains 29623 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5535442 nChanged 106
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Mstep: Class 1 contains 29727 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5535446 nChanged 107
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Mstep: Class 1 contains 29834 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5535457 nChanged 122
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Mstep: Class 1 contains 29952 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5535468 nChanged 105
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Mstep: Class 1 contains 30053 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5535478 nChanged 94
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Mstep: Class 1 contains 30147 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5535479 nChanged 111
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Mstep: Class 1 contains 30258 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5535474 nChanged 112
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Mstep: Class 1 contains 30368 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5535488 nChanged 121
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5535511 nChanged 129
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Mstep: Class 1 contains 30616 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5535510 nChanged 142
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5535526 nChanged 145
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5535550 nChanged 147
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Mstep: Class 1 contains 31050 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5535584 nChanged 153
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Mstep: Class 1 contains 31201 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5535598 nChanged 158
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Mstep: Class 1 contains 31359 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5535604 nChanged 170
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Mstep: Class 1 contains 31525 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5535618 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31709 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5535632 nChanged 166
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	Iteration 122Q: 3 clusters Score -5535675 nChanged 181
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Mstep: Class 1 contains 32056 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5535684 nChanged 195
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5535713 nChanged 196
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5535726 nChanged 223
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	Iteration 126Q: 3 clusters Score -5535758 nChanged 214
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	Iteration 127Q: 3 clusters Score -5535779 nChanged 217
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	Iteration 128Q: 3 clusters Score -5535809 nChanged 224
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	Iteration 129Q: 3 clusters Score -5535835 nChanged 225
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	Iteration 130Q: 3 clusters Score -5535877 nChanged 257
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	Iteration 131Q: 3 clusters Score -5535924 nChanged 274
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	Iteration 132Q: 3 clusters Score -5535994 nChanged 275
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	Iteration 133Q: 3 clusters Score -5536026 nChanged 281
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	Iteration 134Q: 3 clusters Score -5536076 nChanged 282
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	Iteration 135Q: 3 clusters Score -5536137 nChanged 281
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5536200 nChanged 314
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	Iteration 137Q: 3 clusters Score -5536263 nChanged 326
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	Iteration 138Q: 3 clusters Score -5536326 nChanged 312
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5536390 nChanged 314
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Score: -5536464.500000 Penalty: 3507.799561
	Iteration 140F: 3 clusters Score -5536464 nChanged 332
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Mstep: Class 1 contains 36782 members 
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Score: -5536518.500000 Penalty: 3507.799561
	Iteration 141Q: 3 clusters Score -5536518 nChanged 332
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Mstep: Class 2 contains 10863 members 
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	Iteration 180F: 3 clusters Score -5538500 nChanged 94
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	Iteration 181Q: 3 clusters Score -5538540 nChanged 82
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	Iteration 183Q: 3 clusters Score -5538558 nChanged 68
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	Iteration 184Q: 3 clusters Score -5538566 nChanged 64
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	Iteration 189Q: 3 clusters Score -5538618 nChanged 46
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	Iteration 190Q: 3 clusters Score -5538618 nChanged 39
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	Iteration 191Q: 3 clusters Score -5538616 nChanged 36
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	Iteration 192Q: 3 clusters Score -5538624 nChanged 44
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	Iteration 193Q: 3 clusters Score -5538644 nChanged 46
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	Iteration 194Q: 3 clusters Score -5538659 nChanged 44
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	Iteration 195Q: 3 clusters Score -5538686 nChanged 47
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5538722 nChanged 35
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	Iteration 198Q: 3 clusters Score -5538726 nChanged 33
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	Iteration 199Q: 3 clusters Score -5538731 nChanged 27
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	Iteration 200F: 3 clusters Score -5538746 nChanged 20
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	Iteration 201Q: 3 clusters Score -5538750 nChanged 16
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	Iteration 203Q: 3 clusters Score -5538763 nChanged 11
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	Iteration 204Q: 3 clusters Score -5538770 nChanged 13
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	Iteration 205Q: 3 clusters Score -5538775 nChanged 9
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	Iteration 206Q: 3 clusters Score -5538775 nChanged 14
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	Iteration 207Q: 3 clusters Score -5538779 nChanged 11
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	Iteration 208Q: 3 clusters Score -5538769 nChanged 6
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	Iteration 209Q: 3 clusters Score -5538770 nChanged 7
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	Iteration 210Q: 3 clusters Score -5538776 nChanged 6
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	Iteration 211Q: 3 clusters Score -5538782 nChanged 7
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	Iteration 212Q: 3 clusters Score -5538782 nChanged 6
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	Iteration 213Q: 3 clusters Score -5538788 nChanged 8
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	Iteration 214Q: 3 clusters Score -5538787 nChanged 4
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	Iteration 215Q: 3 clusters Score -5538784 nChanged 2
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	Iteration 216Q: 3 clusters Score -5538786 nChanged 2
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	Iteration 217Q: 3 clusters Score -5538788 nChanged 7
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	Iteration 218Q: 3 clusters Score -5538784 nChanged 10
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	Iteration 219Q: 3 clusters Score -5538788 nChanged 14
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	Iteration 220F: 3 clusters Score -5538796 nChanged 11
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	Iteration 221Q: 3 clusters Score -5538788 nChanged 11
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	Iteration 222Q: 3 clusters Score -5538798 nChanged 11
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	Iteration 223Q: 3 clusters Score -5538798 nChanged 11
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	Iteration 224Q: 3 clusters Score -5538804 nChanged 12
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	Iteration 225Q: 3 clusters Score -5538804 nChanged 15
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	Iteration 226Q: 3 clusters Score -5538806 nChanged 8
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	Iteration 227Q: 3 clusters Score -5538808 nChanged 8
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	Iteration 228Q: 3 clusters Score -5538806 nChanged 10
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	Iteration 229Q: 3 clusters Score -5538808 nChanged 7
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	Iteration 230Q: 3 clusters Score -5538817 nChanged 6
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	Iteration 231Q: 3 clusters Score -5538814 nChanged 5
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	Iteration 232Q: 3 clusters Score -5538817 nChanged 7
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	Iteration 233Q: 3 clusters Score -5538813 nChanged 7
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	Iteration 234Q: 3 clusters Score -5538815 nChanged 5
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Entering Unmasked Estep 
Score: -5538817.000000 Penalty: 3507.799561
	Iteration 235Q: 3 clusters Score -5538817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5538813.000000 Penalty: 3507.799561
	Iteration 236Q: 3 clusters Score -5538813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5538812.500000 Penalty: 3507.799561
	Iteration 237Q: 3 clusters Score -5538812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5538813.500000 Penalty: 3507.799561
	Iteration 238Q: 3 clusters Score -5538814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5538816.500000 Penalty: 3507.799561
	Iteration 239Q: 3 clusters Score -5538816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5538816.500000 Penalty: 3507.799561
	Iteration 240F: 3 clusters Score -5538816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -16372.417969 Penalty: 852.641418
	Iteration 0F: 2 clusters Score -16372.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15746.595703 Penalty: 1705.282837
	Iteration 0F: 3 clusters Score -15746.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15842.941406 Penalty: 1705.282837
	Iteration 1F: 3 clusters Score -15842.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15851.376953 Penalty: 1705.282837
	Iteration 2Q: 3 clusters Score -15851.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15860.402344 Penalty: 1705.282837
	Iteration 3Q: 3 clusters Score -15860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15862.774414 Penalty: 1705.282837
	Iteration 4Q: 3 clusters Score -15862.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15862.774414 Penalty: 1705.282837
	Iteration 5F: 3 clusters Score -15862.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -469103.375000 Penalty: 1355.091187
	Iteration 0F: 2 clusters Score -469103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -465630.375000 Penalty: 2710.182373
	Iteration 0F: 3 clusters Score -465630.4 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -466523.062500 Penalty: 2710.182373
	Iteration 1F: 3 clusters Score -466523.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -466679.687500 Penalty: 2710.182373
	Iteration 2F: 3 clusters Score -466679.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -466791.281250 Penalty: 2710.182373
	Iteration 3Q: 3 clusters Score -466791.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -466879.968750 Penalty: 2710.182373
	Iteration 4Q: 3 clusters Score -466880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -466935.968750 Penalty: 2710.182373
	Iteration 5Q: 3 clusters Score -466936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -466986.687500 Penalty: 2710.182373
	Iteration 6Q: 3 clusters Score -466986.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -467026.500000 Penalty: 2710.182373
	Iteration 7Q: 3 clusters Score -467026.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -467067.593750 Penalty: 2710.182373
	Iteration 8Q: 3 clusters Score -467067.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -467103.312500 Penalty: 2710.182373
	Iteration 9Q: 3 clusters Score -467103.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -467140.312500 Penalty: 2710.182373
	Iteration 10Q: 3 clusters Score -467140.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -467175.406250 Penalty: 2710.182373
	Iteration 11Q: 3 clusters Score -467175.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -467217.343750 Penalty: 2710.182373
	Iteration 12Q: 3 clusters Score -467217.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -467263.625000 Penalty: 2710.182373
	Iteration 13Q: 3 clusters Score -467263.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -467315.187500 Penalty: 2710.182373
	Iteration 14Q: 3 clusters Score -467315.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -467363.093750 Penalty: 2710.182373
	Iteration 15Q: 3 clusters Score -467363.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -467413.781250 Penalty: 2710.182373
	Iteration 16Q: 3 clusters Score -467413.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -467473.062500 Penalty: 2710.182373
	Iteration 17Q: 3 clusters Score -467473.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -467531.906250 Penalty: 2710.182373
	Iteration 18Q: 3 clusters Score -467531.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -467610.218750 Penalty: 2710.182373
	Iteration 19Q: 3 clusters Score -467610.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -467675.968750 Penalty: 2710.182373
	Iteration 20F: 3 clusters Score -467676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -467726.781250 Penalty: 2710.182373
	Iteration 21Q: 3 clusters Score -467726.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -467769.312500 Penalty: 2710.182373
	Iteration 22Q: 3 clusters Score -467769.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -467803.500000 Penalty: 2710.182373
	Iteration 23Q: 3 clusters Score -467803.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -467846.406250 Penalty: 2710.182373
	Iteration 24Q: 3 clusters Score -467846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -467875.937500 Penalty: 2710.182373
	Iteration 25Q: 3 clusters Score -467875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -467891.500000 Penalty: 2710.182373
	Iteration 26Q: 3 clusters Score -467891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -467910.437500 Penalty: 2710.182373
	Iteration 27Q: 3 clusters Score -467910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -467927.093750 Penalty: 2710.182373
	Iteration 28Q: 3 clusters Score -467927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -467933.218750 Penalty: 2710.182373
	Iteration 29Q: 3 clusters Score -467933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -467938.781250 Penalty: 2710.182373
	Iteration 30Q: 3 clusters Score -467938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -467941.187500 Penalty: 2710.182373
	Iteration 31Q: 3 clusters Score -467941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -467944.000000 Penalty: 2710.182373
	Iteration 32Q: 3 clusters Score -467944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -467944.000000 Penalty: 2710.182373
	Iteration 33F: 3 clusters Score -467944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -233610.343750 Penalty: 1248.702637
	Iteration 0F: 2 clusters Score -233610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231402.187500 Penalty: 2497.405273
	Iteration 0F: 3 clusters Score -231402.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -231915.875000 Penalty: 2497.405273
	Iteration 1F: 3 clusters Score -231915.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232033.484375 Penalty: 2497.405273
	Iteration 2F: 3 clusters Score -232033.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -232095.437500 Penalty: 2497.405273
	Iteration 3Q: 3 clusters Score -232095.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -232158.968750 Penalty: 2497.405273
	Iteration 4Q: 3 clusters Score -232159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -232211.562500 Penalty: 2497.405273
	Iteration 5Q: 3 clusters Score -232211.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232252.125000 Penalty: 2497.405273
	Iteration 6Q: 3 clusters Score -232252.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232296.546875 Penalty: 2497.405273
	Iteration 7Q: 3 clusters Score -232296.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232339.000000 Penalty: 2497.405273
	Iteration 8Q: 3 clusters Score -232339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -232386.625000 Penalty: 2497.405273
	Iteration 9Q: 3 clusters Score -232386.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232422.875000 Penalty: 2497.405273
	Iteration 10Q: 3 clusters Score -232422.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -232443.046875 Penalty: 2497.405273
	Iteration 11Q: 3 clusters Score -232443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232474.265625 Penalty: 2497.405273
	Iteration 12Q: 3 clusters Score -232474.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -232501.453125 Penalty: 2497.405273
	Iteration 13Q: 3 clusters Score -232501.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -232518.796875 Penalty: 2497.405273
	Iteration 14Q: 3 clusters Score -232518.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232541.421875 Penalty: 2497.405273
	Iteration 15Q: 3 clusters Score -232541.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232556.046875 Penalty: 2497.405273
	Iteration 16Q: 3 clusters Score -232556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -232578.984375 Penalty: 2497.405273
	Iteration 17Q: 3 clusters Score -232579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -232607.906250 Penalty: 2497.405273
	Iteration 18Q: 3 clusters Score -232607.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -232631.625000 Penalty: 2497.405273
	Iteration 19Q: 3 clusters Score -232631.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -232670.125000 Penalty: 2497.405273
	Iteration 20F: 3 clusters Score -232670.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -232729.390625 Penalty: 2497.405273
	Iteration 21Q: 3 clusters Score -232729.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -232777.609375 Penalty: 2497.405273
	Iteration 22Q: 3 clusters Score -232777.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -232812.765625 Penalty: 2497.405273
	Iteration 23Q: 3 clusters Score -232812.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -232851.734375 Penalty: 2497.405273
	Iteration 24Q: 3 clusters Score -232851.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -232901.828125 Penalty: 2497.405273
	Iteration 25Q: 3 clusters Score -232901.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232932.156250 Penalty: 2497.405273
	Iteration 26Q: 3 clusters Score -232932.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232968.953125 Penalty: 2497.405273
	Iteration 27Q: 3 clusters Score -232969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -233014.890625 Penalty: 2497.405273
	Iteration 28Q: 3 clusters Score -233014.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -233066.703125 Penalty: 2497.405273
	Iteration 29Q: 3 clusters Score -233066.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -233116.250000 Penalty: 2497.405273
	Iteration 30Q: 3 clusters Score -233116.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -233156.078125 Penalty: 2497.405273
	Iteration 31Q: 3 clusters Score -233156.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -233185.343750 Penalty: 2497.405273
	Iteration 32Q: 3 clusters Score -233185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -233213.562500 Penalty: 2497.405273
	Iteration 33Q: 3 clusters Score -233213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -233241.171875 Penalty: 2497.405273
	Iteration 34Q: 3 clusters Score -233241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -233277.734375 Penalty: 2497.405273
	Iteration 35Q: 3 clusters Score -233277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -233305.562500 Penalty: 2497.405273
	Iteration 36Q: 3 clusters Score -233305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -233314.093750 Penalty: 2497.405273
	Iteration 37Q: 3 clusters Score -233314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -233319.468750 Penalty: 2497.405273
	Iteration 38Q: 3 clusters Score -233319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -233323.062500 Penalty: 2497.405273
	Iteration 39Q: 3 clusters Score -233323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -233326.859375 Penalty: 2497.405273
	Iteration 40F: 3 clusters Score -233326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -233330.281250 Penalty: 2497.405273
	Iteration 41Q: 3 clusters Score -233330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -233331.765625 Penalty: 2497.405273
	Iteration 42Q: 3 clusters Score -233331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -233331.765625 Penalty: 2497.405273
	Iteration 43F: 3 clusters Score -233331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (144733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144733 members 
Entering Unmasked Estep 
Score: -16336223.000000 Penalty: 1930.929932
	Iteration 0F: 2 clusters Score -1.633622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -16241891.000000 Penalty: 3861.859863
	Iteration 0F: 3 clusters Score -1.624189e+07 nChanged 69549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -16282124.000000 Penalty: 3861.859863
	Iteration 1F: 3 clusters Score -1.628212e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -16283140.000000 Penalty: 3861.859863
	Iteration 2Q: 3 clusters Score -1.628314e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -16284408.000000 Penalty: 3861.859863
	Iteration 3Q: 3 clusters Score -1.628441e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -16286276.000000 Penalty: 3861.859863
	Iteration 4Q: 3 clusters Score -1.628628e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -16289519.000000 Penalty: 3861.859863
	Iteration 5Q: 3 clusters Score -1.628952e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -16294611.000000 Penalty: 3861.859863
	Iteration 6F: 3 clusters Score -1.629461e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -16301765.000000 Penalty: 3861.859863
	Iteration 7F: 3 clusters Score -1.630176e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -16309770.000000 Penalty: 3861.859863
	Iteration 8F: 3 clusters Score -1.630977e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 112593 members 
Entering Unmasked Estep 
Score: -16316919.000000 Penalty: 3861.859863
	Iteration 9F: 3 clusters Score -1.631692e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 117331 members 
Entering Unmasked Estep 
Score: -16321314.000000 Penalty: 3861.859863
	Iteration 10Q: 3 clusters Score -1.632131e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -16323820.000000 Penalty: 3861.859863
	Iteration 11Q: 3 clusters Score -1.632382e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 124363 members 
Entering Unmasked Estep 
Score: -16325552.000000 Penalty: 3861.859863
	Iteration 12Q: 3 clusters Score -1.632555e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -16326980.000000 Penalty: 3861.859863
	Iteration 13Q: 3 clusters Score -1.632698e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 130359 members 
Entering Unmasked Estep 
Score: -16328259.000000 Penalty: 3861.859863
	Iteration 14Q: 3 clusters Score -1.632826e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 132935 members 
Entering Unmasked Estep 
Score: -16329374.000000 Penalty: 3861.859863
	Iteration 15Q: 3 clusters Score -1.632937e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 135154 members 
Entering Unmasked Estep 
Score: -16330350.000000 Penalty: 3861.859863
	Iteration 16Q: 3 clusters Score -1.633035e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 137018 members 
Entering Unmasked Estep 
Score: -16331194.000000 Penalty: 3861.859863
	Iteration 17Q: 3 clusters Score -1.633119e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -16331930.000000 Penalty: 3861.859863
	Iteration 18Q: 3 clusters Score -1.633193e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -16332504.000000 Penalty: 3861.859863
	Iteration 19Q: 3 clusters Score -1.63325e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -16333048.000000 Penalty: 3861.859863
	Iteration 20F: 3 clusters Score -1.633305e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 141619 members 
Entering Unmasked Estep 
Score: -16333403.000000 Penalty: 3861.859863
	Iteration 21Q: 3 clusters Score -1.63334e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 142153 members 
Entering Unmasked Estep 
Score: -16333616.000000 Penalty: 3861.859863
	Iteration 22Q: 3 clusters Score -1.633362e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -16333826.000000 Penalty: 3861.859863
	Iteration 23Q: 3 clusters Score -1.633383e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -16333997.000000 Penalty: 3861.859863
	Iteration 24Q: 3 clusters Score -1.6334e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -16334109.000000 Penalty: 3861.859863
	Iteration 25Q: 3 clusters Score -1.633411e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -16334218.000000 Penalty: 3861.859863
	Iteration 26Q: 3 clusters Score -1.633422e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -16334305.000000 Penalty: 3861.859863
	Iteration 27Q: 3 clusters Score -1.63343e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -16334370.000000 Penalty: 3861.859863
	Iteration 28Q: 3 clusters Score -1.633437e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -16334391.000000 Penalty: 3861.859863
	Iteration 29Q: 3 clusters Score -1.633439e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -16334391.000000 Penalty: 3861.859863
	Iteration 30Q: 3 clusters Score -1.633439e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 143691 members 
Entering Unmasked Estep 
Score: -16334409.000000 Penalty: 3861.859863
	Iteration 31Q: 3 clusters Score -1.633441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 143722 members 
Entering Unmasked Estep 
Score: -16334430.000000 Penalty: 3861.859863
	Iteration 32Q: 3 clusters Score -1.633443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 143743 members 
Entering Unmasked Estep 
Score: -16334446.000000 Penalty: 3861.859863
	Iteration 33Q: 3 clusters Score -1.633445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -16334464.000000 Penalty: 3861.859863
	Iteration 34Q: 3 clusters Score -1.633446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -16334460.000000 Penalty: 3861.859863
	Iteration 35Q: 3 clusters Score -1.633446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -16334463.000000 Penalty: 3861.859863
	Iteration 36Q: 3 clusters Score -1.633446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -16334454.000000 Penalty: 3861.859863
	Iteration 37Q: 3 clusters Score -1.633445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -16334464.000000 Penalty: 3861.859863
	Iteration 38Q: 3 clusters Score -1.633446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -16334467.000000 Penalty: 3861.859863
	Iteration 39Q: 3 clusters Score -1.633447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -16334472.000000 Penalty: 3861.859863
	Iteration 40F: 3 clusters Score -1.633447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -16334472.000000 Penalty: 3861.859863
	Iteration 41Q: 3 clusters Score -1.633447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 143868 members 
Entering Unmasked Estep 
Score: -16334477.000000 Penalty: 3861.859863
	Iteration 42Q: 3 clusters Score -1.633448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -16334468.000000 Penalty: 3861.859863
	Iteration 43Q: 3 clusters Score -1.633447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -16334480.000000 Penalty: 3861.859863
	Iteration 44Q: 3 clusters Score -1.633448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -16334496.000000 Penalty: 3861.859863
	Iteration 45Q: 3 clusters Score -1.63345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 143896 members 
Entering Unmasked Estep 
Score: -16334503.000000 Penalty: 3861.859863
	Iteration 46Q: 3 clusters Score -1.63345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -16334501.000000 Penalty: 3861.859863
	Iteration 47Q: 3 clusters Score -1.63345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -16334512.000000 Penalty: 3861.859863
	Iteration 48Q: 3 clusters Score -1.633451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -16334506.000000 Penalty: 3861.859863
	Iteration 49Q: 3 clusters Score -1.633451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 143909 members 
Entering Unmasked Estep 
Score: -16334513.000000 Penalty: 3861.859863
	Iteration 50Q: 3 clusters Score -1.633451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -16334509.000000 Penalty: 3861.859863
	Iteration 51Q: 3 clusters Score -1.633451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -16334510.000000 Penalty: 3861.859863
	Iteration 52Q: 3 clusters Score -1.633451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 143914 members 
Entering Unmasked Estep 
Score: -16334513.000000 Penalty: 3861.859863
	Iteration 53Q: 3 clusters Score -1.633451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 143919 members 
Entering Unmasked Estep 
Score: -16334513.000000 Penalty: 3861.859863
	Iteration 54Q: 3 clusters Score -1.633451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 143922 members 
Entering Unmasked Estep 
Score: -16334512.000000 Penalty: 3861.859863
	Iteration 55Q: 3 clusters Score -1.633451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 143925 members 
Entering Unmasked Estep 
Score: -16334522.000000 Penalty: 3861.859863
	Iteration 56Q: 3 clusters Score -1.633452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 143926 members 
Entering Unmasked Estep 
Score: -16334525.000000 Penalty: 3861.859863
	Iteration 57Q: 3 clusters Score -1.633452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -16334532.000000 Penalty: 3861.859863
	Iteration 58Q: 3 clusters Score -1.633453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -16334532.000000 Penalty: 3861.859863
	Iteration 59F: 3 clusters Score -1.633453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -873133.812500 Penalty: 1451.977417
	Iteration 0F: 2 clusters Score -873133.8 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 3788 members 
Entering Unmasked Estep 
Score: -867555.500000 Penalty: 2903.954834
	Iteration 0F: 3 clusters Score -867555.5 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -869254.812500 Penalty: 2903.954834
	Iteration 1F: 3 clusters Score -869254.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -869409.187500 Penalty: 2903.954834
	Iteration 2F: 3 clusters Score -869409.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -869509.875000 Penalty: 2903.954834
	Iteration 3Q: 3 clusters Score -869509.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -869588.750000 Penalty: 2903.954834
	Iteration 4Q: 3 clusters Score -869588.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -869661.125000 Penalty: 2903.954834
	Iteration 5Q: 3 clusters Score -869661.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -869734.125000 Penalty: 2903.954834
	Iteration 6Q: 3 clusters Score -869734.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -869801.250000 Penalty: 2903.954834
	Iteration 7Q: 3 clusters Score -869801.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -869882.437500 Penalty: 2903.954834
	Iteration 8Q: 3 clusters Score -869882.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -869981.250000 Penalty: 2903.954834
	Iteration 9Q: 3 clusters Score -869981.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -870093.500000 Penalty: 2903.954834
	Iteration 10Q: 3 clusters Score -870093.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -870234.437500 Penalty: 2903.954834
	Iteration 11Q: 3 clusters Score -870234.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -870423.187500 Penalty: 2903.954834
	Iteration 12Q: 3 clusters Score -870423.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -870655.250000 Penalty: 2903.954834
	Iteration 13Q: 3 clusters Score -870655.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -870938.062500 Penalty: 2903.954834
	Iteration 14Q: 3 clusters Score -870938.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -871223.625000 Penalty: 2903.954834
	Iteration 15Q: 3 clusters Score -871223.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -871425.000000 Penalty: 2903.954834
	Iteration 16Q: 3 clusters Score -871425 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -871568.437500 Penalty: 2903.954834
	Iteration 17Q: 3 clusters Score -871568.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -871652.687500 Penalty: 2903.954834
	Iteration 18Q: 3 clusters Score -871652.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -871699.687500 Penalty: 2903.954834
	Iteration 19Q: 3 clusters Score -871699.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -871742.125000 Penalty: 2903.954834
	Iteration 20F: 3 clusters Score -871742.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -871767.437500 Penalty: 2903.954834
	Iteration 21Q: 3 clusters Score -871767.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -871790.625000 Penalty: 2903.954834
	Iteration 22Q: 3 clusters Score -871790.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -871814.750000 Penalty: 2903.954834
	Iteration 23Q: 3 clusters Score -871814.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -871840.187500 Penalty: 2903.954834
	Iteration 24Q: 3 clusters Score -871840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -871861.625000 Penalty: 2903.954834
	Iteration 25Q: 3 clusters Score -871861.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -871878.687500 Penalty: 2903.954834
	Iteration 26Q: 3 clusters Score -871878.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -871894.625000 Penalty: 2903.954834
	Iteration 27Q: 3 clusters Score -871894.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -871899.875000 Penalty: 2903.954834
	Iteration 28Q: 3 clusters Score -871899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -871905.125000 Penalty: 2903.954834
	Iteration 29Q: 3 clusters Score -871905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -871904.937500 Penalty: 2903.954834
	Iteration 30Q: 3 clusters Score -871904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -871904.937500 Penalty: 2903.954834
	Iteration 31F: 3 clusters Score -871904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -3208452.500000 Penalty: 1669.145752
	Iteration 0F: 2 clusters Score -3208452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3188987.750000 Penalty: 3338.291504
	Iteration 0F: 3 clusters Score -3188988 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3196254.000000 Penalty: 3338.291504
	Iteration 1F: 3 clusters Score -3196254 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3196572.000000 Penalty: 3338.291504
	Iteration 2Q: 3 clusters Score -3196572 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3196868.250000 Penalty: 3338.291504
	Iteration 3Q: 3 clusters Score -3196868 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3197120.750000 Penalty: 3338.291504
	Iteration 4Q: 3 clusters Score -3197121 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3197368.500000 Penalty: 3338.291504
	Iteration 5Q: 3 clusters Score -3197368 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3197604.000000 Penalty: 3338.291504
	Iteration 6Q: 3 clusters Score -3197604 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3197822.750000 Penalty: 3338.291504
	Iteration 7Q: 3 clusters Score -3197823 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3198094.500000 Penalty: 3338.291504
	Iteration 8Q: 3 clusters Score -3198094 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3198502.000000 Penalty: 3338.291504
	Iteration 9Q: 3 clusters Score -3198502 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3199116.500000 Penalty: 3338.291504
	Iteration 10Q: 3 clusters Score -3199116 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3199892.750000 Penalty: 3338.291504
	Iteration 11Q: 3 clusters Score -3199893 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3200755.000000 Penalty: 3338.291504
	Iteration 12Q: 3 clusters Score -3200755 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3201549.750000 Penalty: 3338.291504
	Iteration 13Q: 3 clusters Score -3201550 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3201998.500000 Penalty: 3338.291504
	Iteration 14Q: 3 clusters Score -3201998 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3202208.250000 Penalty: 3338.291504
	Iteration 15Q: 3 clusters Score -3202208 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3202296.000000 Penalty: 3338.291504
	Iteration 16Q: 3 clusters Score -3202296 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3202368.500000 Penalty: 3338.291504
	Iteration 17Q: 3 clusters Score -3202368 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3202442.500000 Penalty: 3338.291504
	Iteration 18Q: 3 clusters Score -3202442 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3202495.750000 Penalty: 3338.291504
	Iteration 19Q: 3 clusters Score -3202496 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3202570.750000 Penalty: 3338.291504
	Iteration 20F: 3 clusters Score -3202571 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3202643.750000 Penalty: 3338.291504
	Iteration 21Q: 3 clusters Score -3202644 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3202728.000000 Penalty: 3338.291504
	Iteration 22Q: 3 clusters Score -3202728 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3202798.750000 Penalty: 3338.291504
	Iteration 23Q: 3 clusters Score -3202799 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3202902.000000 Penalty: 3338.291504
	Iteration 24Q: 3 clusters Score -3202902 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3202972.750000 Penalty: 3338.291504
	Iteration 25Q: 3 clusters Score -3202973 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3203069.500000 Penalty: 3338.291504
	Iteration 26Q: 3 clusters Score -3203070 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3203145.250000 Penalty: 3338.291504
	Iteration 27Q: 3 clusters Score -3203145 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3203248.000000 Penalty: 3338.291504
	Iteration 28Q: 3 clusters Score -3203248 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3203364.500000 Penalty: 3338.291504
	Iteration 29Q: 3 clusters Score -3203364 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3203493.500000 Penalty: 3338.291504
	Iteration 30Q: 3 clusters Score -3203494 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3203633.000000 Penalty: 3338.291504
	Iteration 31Q: 3 clusters Score -3203633 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3203781.750000 Penalty: 3338.291504
	Iteration 32Q: 3 clusters Score -3203782 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3203947.000000 Penalty: 3338.291504
	Iteration 33Q: 3 clusters Score -3203947 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3204135.250000 Penalty: 3338.291504
	Iteration 34Q: 3 clusters Score -3204135 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3204310.500000 Penalty: 3338.291504
	Iteration 35Q: 3 clusters Score -3204310 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3204478.500000 Penalty: 3338.291504
	Iteration 36Q: 3 clusters Score -3204478 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3204696.000000 Penalty: 3338.291504
	Iteration 37Q: 3 clusters Score -3204696 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3204907.250000 Penalty: 3338.291504
	Iteration 38Q: 3 clusters Score -3204907 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3205157.250000 Penalty: 3338.291504
	Iteration 39Q: 3 clusters Score -3205157 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3205454.250000 Penalty: 3338.291504
	Iteration 40F: 3 clusters Score -3205454 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3205738.750000 Penalty: 3338.291504
	Iteration 41Q: 3 clusters Score -3205739 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3206017.500000 Penalty: 3338.291504
	Iteration 42Q: 3 clusters Score -3206018 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3206238.250000 Penalty: 3338.291504
	Iteration 43Q: 3 clusters Score -3206238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3206453.500000 Penalty: 3338.291504
	Iteration 44Q: 3 clusters Score -3206454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3206602.000000 Penalty: 3338.291504
	Iteration 45Q: 3 clusters Score -3206602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3206695.500000 Penalty: 3338.291504
	Iteration 46Q: 3 clusters Score -3206696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3206776.250000 Penalty: 3338.291504
	Iteration 47Q: 3 clusters Score -3206776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3206834.250000 Penalty: 3338.291504
	Iteration 48Q: 3 clusters Score -3206834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3206911.500000 Penalty: 3338.291504
	Iteration 49Q: 3 clusters Score -3206912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3206957.500000 Penalty: 3338.291504
	Iteration 50Q: 3 clusters Score -3206958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3206981.000000 Penalty: 3338.291504
	Iteration 51Q: 3 clusters Score -3206981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3206996.500000 Penalty: 3338.291504
	Iteration 52Q: 3 clusters Score -3206996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3207015.500000 Penalty: 3338.291504
	Iteration 53Q: 3 clusters Score -3207016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3207024.000000 Penalty: 3338.291504
	Iteration 54Q: 3 clusters Score -3207024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3207033.250000 Penalty: 3338.291504
	Iteration 55Q: 3 clusters Score -3207033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3207042.250000 Penalty: 3338.291504
	Iteration 56Q: 3 clusters Score -3207042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3207054.750000 Penalty: 3338.291504
	Iteration 57Q: 3 clusters Score -3207055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3207061.750000 Penalty: 3338.291504
	Iteration 58Q: 3 clusters Score -3207062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3207065.500000 Penalty: 3338.291504
	Iteration 59Q: 3 clusters Score -3207066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3207067.500000 Penalty: 3338.291504
	Iteration 60F: 3 clusters Score -3207068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3207068.000000 Penalty: 3338.291504
	Iteration 61Q: 3 clusters Score -3207068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3207068.000000 Penalty: 3338.291504
	Iteration 62F: 3 clusters Score -3207068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Entering Unmasked Estep 
Score: -7606829.000000 Penalty: 1805.338013
	Iteration 0F: 2 clusters Score -7606829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -7562206.000000 Penalty: 3610.676025
	Iteration 0F: 3 clusters Score -7562206 nChanged 31699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -7580195.000000 Penalty: 3610.676025
	Iteration 1F: 3 clusters Score -7580195 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7580964.000000 Penalty: 3610.676025
	Iteration 2Q: 3 clusters Score -7580964 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -7582070.000000 Penalty: 3610.676025
	Iteration 3Q: 3 clusters Score -7582070 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -7583859.500000 Penalty: 3610.676025
	Iteration 4Q: 3 clusters Score -7583860 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -7586721.000000 Penalty: 3610.676025
	Iteration 5F: 3 clusters Score -7586721 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -7590939.500000 Penalty: 3610.676025
	Iteration 6F: 3 clusters Score -7590940 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -7595911.000000 Penalty: 3610.676025
	Iteration 7F: 3 clusters Score -7595911 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -7600310.000000 Penalty: 3610.676025
	Iteration 8F: 3 clusters Score -7600310 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7603017.500000 Penalty: 3610.676025
	Iteration 9Q: 3 clusters Score -7603018 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7604259.500000 Penalty: 3610.676025
	Iteration 10Q: 3 clusters Score -7604260 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7604865.000000 Penalty: 3610.676025
	Iteration 11Q: 3 clusters Score -7604865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7605077.500000 Penalty: 3610.676025
	Iteration 12Q: 3 clusters Score -7605078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7605187.500000 Penalty: 3610.676025
	Iteration 13Q: 3 clusters Score -7605188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7605258.000000 Penalty: 3610.676025
	Iteration 14Q: 3 clusters Score -7605258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7605298.500000 Penalty: 3610.676025
	Iteration 15Q: 3 clusters Score -7605298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7605316.500000 Penalty: 3610.676025
	Iteration 16Q: 3 clusters Score -7605316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7605329.500000 Penalty: 3610.676025
	Iteration 17Q: 3 clusters Score -7605330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7605336.000000 Penalty: 3610.676025
	Iteration 18Q: 3 clusters Score -7605336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7605353.000000 Penalty: 3610.676025
	Iteration 19Q: 3 clusters Score -7605353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7605358.000000 Penalty: 3610.676025
	Iteration 20F: 3 clusters Score -7605358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7605365.000000 Penalty: 3610.676025
	Iteration 21Q: 3 clusters Score -7605365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7605360.500000 Penalty: 3610.676025
	Iteration 22Q: 3 clusters Score -7605360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7605368.000000 Penalty: 3610.676025
	Iteration 23Q: 3 clusters Score -7605368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7605368.000000 Penalty: 3610.676025
	Iteration 24Q: 3 clusters Score -7605368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7605368.000000 Penalty: 3610.676025
	Iteration 25F: 3 clusters Score -7605368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (134213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Entering Unmasked Estep 
Score: -15065703.000000 Penalty: 1918.667236
	Iteration 0F: 2 clusters Score -1.50657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -14978284.000000 Penalty: 3837.334473
	Iteration 0F: 3 clusters Score -1.497828e+07 nChanged 64617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -15016448.000000 Penalty: 3837.334473
	Iteration 1F: 3 clusters Score -1.501645e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -15017536.000000 Penalty: 3837.334473
	Iteration 2Q: 3 clusters Score -1.501754e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -15019024.000000 Penalty: 3837.334473
	Iteration 3Q: 3 clusters Score -1.501902e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -15021333.000000 Penalty: 3837.334473
	Iteration 4Q: 3 clusters Score -1.502133e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -15024826.000000 Penalty: 3837.334473
	Iteration 5Q: 3 clusters Score -1.502483e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -15030056.000000 Penalty: 3837.334473
	Iteration 6F: 3 clusters Score -1.503006e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -15037117.000000 Penalty: 3837.334473
	Iteration 7F: 3 clusters Score -1.503712e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -15043275.000000 Penalty: 3837.334473
	Iteration 8F: 3 clusters Score -1.504328e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -15046214.000000 Penalty: 3837.334473
	Iteration 9F: 3 clusters Score -1.504621e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -15047155.000000 Penalty: 3837.334473
	Iteration 10Q: 3 clusters Score -1.504716e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -15047586.000000 Penalty: 3837.334473
	Iteration 11Q: 3 clusters Score -1.504759e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -15048016.000000 Penalty: 3837.334473
	Iteration 12Q: 3 clusters Score -1.504802e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -15048256.000000 Penalty: 3837.334473
	Iteration 13Q: 3 clusters Score -1.504826e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -15048447.000000 Penalty: 3837.334473
	Iteration 14Q: 3 clusters Score -1.504845e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -15048627.000000 Penalty: 3837.334473
	Iteration 15Q: 3 clusters Score -1.504863e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -15048721.000000 Penalty: 3837.334473
	Iteration 16Q: 3 clusters Score -1.504872e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -15048893.000000 Penalty: 3837.334473
	Iteration 17Q: 3 clusters Score -1.504889e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -15049115.000000 Penalty: 3837.334473
	Iteration 18Q: 3 clusters Score -1.504912e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -15049378.000000 Penalty: 3837.334473
	Iteration 19Q: 3 clusters Score -1.504938e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -15049547.000000 Penalty: 3837.334473
	Iteration 20F: 3 clusters Score -1.504955e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -15049705.000000 Penalty: 3837.334473
	Iteration 21Q: 3 clusters Score -1.50497e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -15049865.000000 Penalty: 3837.334473
	Iteration 22Q: 3 clusters Score -1.504986e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -15049977.000000 Penalty: 3837.334473
	Iteration 23Q: 3 clusters Score -1.504998e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -15050192.000000 Penalty: 3837.334473
	Iteration 24Q: 3 clusters Score -1.505019e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -15050442.000000 Penalty: 3837.334473
	Iteration 25Q: 3 clusters Score -1.505044e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -15050652.000000 Penalty: 3837.334473
	Iteration 26Q: 3 clusters Score -1.505065e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -15050862.000000 Penalty: 3837.334473
	Iteration 27Q: 3 clusters Score -1.505086e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -15051139.000000 Penalty: 3837.334473
	Iteration 28Q: 3 clusters Score -1.505114e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -15051439.000000 Penalty: 3837.334473
	Iteration 29Q: 3 clusters Score -1.505144e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -15051620.000000 Penalty: 3837.334473
	Iteration 30Q: 3 clusters Score -1.505162e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -15052007.000000 Penalty: 3837.334473
	Iteration 31Q: 3 clusters Score -1.505201e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -15052368.000000 Penalty: 3837.334473
	Iteration 32Q: 3 clusters Score -1.505237e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -15052697.000000 Penalty: 3837.334473
	Iteration 33Q: 3 clusters Score -1.50527e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -15053117.000000 Penalty: 3837.334473
	Iteration 34Q: 3 clusters Score -1.505312e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -15053674.000000 Penalty: 3837.334473
	Iteration 35Q: 3 clusters Score -1.505367e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -15054214.000000 Penalty: 3837.334473
	Iteration 36Q: 3 clusters Score -1.505421e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -15054673.000000 Penalty: 3837.334473
	Iteration 37Q: 3 clusters Score -1.505467e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -15055116.000000 Penalty: 3837.334473
	Iteration 38Q: 3 clusters Score -1.505512e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -15055389.000000 Penalty: 3837.334473
	Iteration 39Q: 3 clusters Score -1.505539e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -15055720.000000 Penalty: 3837.334473
	Iteration 40F: 3 clusters Score -1.505572e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -15055993.000000 Penalty: 3837.334473
	Iteration 41Q: 3 clusters Score -1.505599e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -15056125.000000 Penalty: 3837.334473
	Iteration 42Q: 3 clusters Score -1.505612e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -15056292.000000 Penalty: 3837.334473
	Iteration 43Q: 3 clusters Score -1.505629e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -15056374.000000 Penalty: 3837.334473
	Iteration 44Q: 3 clusters Score -1.505637e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -15056415.000000 Penalty: 3837.334473
	Iteration 45Q: 3 clusters Score -1.505642e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -15056469.000000 Penalty: 3837.334473
	Iteration 46Q: 3 clusters Score -1.505647e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -15056514.000000 Penalty: 3837.334473
	Iteration 47Q: 3 clusters Score -1.505651e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -15056568.000000 Penalty: 3837.334473
	Iteration 48Q: 3 clusters Score -1.505657e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -15056590.000000 Penalty: 3837.334473
	Iteration 49Q: 3 clusters Score -1.505659e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -15056550.000000 Penalty: 3837.334473
	Iteration 50Q: 3 clusters Score -1.505655e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -15056542.000000 Penalty: 3837.334473
	Iteration 51Q: 3 clusters Score -1.505654e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -15056539.000000 Penalty: 3837.334473
	Iteration 52Q: 3 clusters Score -1.505654e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -15056557.000000 Penalty: 3837.334473
	Iteration 53Q: 3 clusters Score -1.505656e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -15056605.000000 Penalty: 3837.334473
	Iteration 54Q: 3 clusters Score -1.50566e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -15056640.000000 Penalty: 3837.334473
	Iteration 55Q: 3 clusters Score -1.505664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -15056637.000000 Penalty: 3837.334473
	Iteration 56Q: 3 clusters Score -1.505664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -15056658.000000 Penalty: 3837.334473
	Iteration 57Q: 3 clusters Score -1.505666e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -15056696.000000 Penalty: 3837.334473
	Iteration 58Q: 3 clusters Score -1.50567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -15056693.000000 Penalty: 3837.334473
	Iteration 59Q: 3 clusters Score -1.505669e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -15056712.000000 Penalty: 3837.334473
	Iteration 60F: 3 clusters Score -1.505671e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -15056720.000000 Penalty: 3837.334473
	Iteration 61Q: 3 clusters Score -1.505672e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -15056720.000000 Penalty: 3837.334473
	Iteration 62Q: 3 clusters Score -1.505672e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -15056728.000000 Penalty: 3837.334473
	Iteration 63Q: 3 clusters Score -1.505673e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -15056766.000000 Penalty: 3837.334473
	Iteration 64Q: 3 clusters Score -1.505677e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -15056760.000000 Penalty: 3837.334473
	Iteration 65Q: 3 clusters Score -1.505676e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -15056796.000000 Penalty: 3837.334473
	Iteration 66Q: 3 clusters Score -1.50568e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -15056819.000000 Penalty: 3837.334473
	Iteration 67Q: 3 clusters Score -1.505682e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -15056862.000000 Penalty: 3837.334473
	Iteration 68Q: 3 clusters Score -1.505686e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -15056861.000000 Penalty: 3837.334473
	Iteration 69Q: 3 clusters Score -1.505686e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -15056921.000000 Penalty: 3837.334473
	Iteration 70Q: 3 clusters Score -1.505692e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -15056942.000000 Penalty: 3837.334473
	Iteration 71Q: 3 clusters Score -1.505694e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -15056963.000000 Penalty: 3837.334473
	Iteration 72Q: 3 clusters Score -1.505696e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -15057007.000000 Penalty: 3837.334473
	Iteration 73Q: 3 clusters Score -1.505701e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -15057054.000000 Penalty: 3837.334473
	Iteration 74Q: 3 clusters Score -1.505705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -15057091.000000 Penalty: 3837.334473
	Iteration 75Q: 3 clusters Score -1.505709e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -15057111.000000 Penalty: 3837.334473
	Iteration 76Q: 3 clusters Score -1.505711e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -15057112.000000 Penalty: 3837.334473
	Iteration 77Q: 3 clusters Score -1.505711e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -15057100.000000 Penalty: 3837.334473
	Iteration 78Q: 3 clusters Score -1.50571e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -15057115.000000 Penalty: 3837.334473
	Iteration 79Q: 3 clusters Score -1.505712e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -15057111.000000 Penalty: 3837.334473
	Iteration 80F: 3 clusters Score -1.505711e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -15057125.000000 Penalty: 3837.334473
	Iteration 81Q: 3 clusters Score -1.505712e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -15057138.000000 Penalty: 3837.334473
	Iteration 82Q: 3 clusters Score -1.505714e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -15057165.000000 Penalty: 3837.334473
	Iteration 83Q: 3 clusters Score -1.505716e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -15057205.000000 Penalty: 3837.334473
	Iteration 84Q: 3 clusters Score -1.50572e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -15057220.000000 Penalty: 3837.334473
	Iteration 85Q: 3 clusters Score -1.505722e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -15057237.000000 Penalty: 3837.334473
	Iteration 86Q: 3 clusters Score -1.505724e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -15057269.000000 Penalty: 3837.334473
	Iteration 87Q: 3 clusters Score -1.505727e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -15057290.000000 Penalty: 3837.334473
	Iteration 88Q: 3 clusters Score -1.505729e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -15057320.000000 Penalty: 3837.334473
	Iteration 89Q: 3 clusters Score -1.505732e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -15057309.000000 Penalty: 3837.334473
	Iteration 90Q: 3 clusters Score -1.505731e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -15057318.000000 Penalty: 3837.334473
	Iteration 91Q: 3 clusters Score -1.505732e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -15057319.000000 Penalty: 3837.334473
	Iteration 92Q: 3 clusters Score -1.505732e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -15057340.000000 Penalty: 3837.334473
	Iteration 93Q: 3 clusters Score -1.505734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -15057329.000000 Penalty: 3837.334473
	Iteration 94Q: 3 clusters Score -1.505733e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -15057342.000000 Penalty: 3837.334473
	Iteration 95Q: 3 clusters Score -1.505734e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -15057352.000000 Penalty: 3837.334473
	Iteration 96Q: 3 clusters Score -1.505735e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -15057382.000000 Penalty: 3837.334473
	Iteration 97Q: 3 clusters Score -1.505738e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -15057388.000000 Penalty: 3837.334473
	Iteration 98Q: 3 clusters Score -1.505739e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -15057384.000000 Penalty: 3837.334473
	Iteration 99Q: 3 clusters Score -1.505738e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -15057409.000000 Penalty: 3837.334473
	Iteration 100F: 3 clusters Score -1.505741e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -15057469.000000 Penalty: 3837.334473
	Iteration 101Q: 3 clusters Score -1.505747e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -15057448.000000 Penalty: 3837.334473
	Iteration 102Q: 3 clusters Score -1.505745e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -15057493.000000 Penalty: 3837.334473
	Iteration 103Q: 3 clusters Score -1.505749e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -15057493.000000 Penalty: 3837.334473
	Iteration 104Q: 3 clusters Score -1.505749e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -15057523.000000 Penalty: 3837.334473
	Iteration 105Q: 3 clusters Score -1.505752e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -15057555.000000 Penalty: 3837.334473
	Iteration 106Q: 3 clusters Score -1.505756e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -15057608.000000 Penalty: 3837.334473
	Iteration 107Q: 3 clusters Score -1.505761e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
Score: -15057637.000000 Penalty: 3837.334473
	Iteration 108Q: 3 clusters Score -1.505764e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -15057674.000000 Penalty: 3837.334473
	Iteration 109Q: 3 clusters Score -1.505767e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -15057751.000000 Penalty: 3837.334473
	Iteration 110Q: 3 clusters Score -1.505775e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -15057785.000000 Penalty: 3837.334473
	Iteration 111Q: 3 clusters Score -1.505778e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -15057807.000000 Penalty: 3837.334473
	Iteration 112Q: 3 clusters Score -1.505781e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -15057806.000000 Penalty: 3837.334473
	Iteration 113Q: 3 clusters Score -1.505781e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -15057902.000000 Penalty: 3837.334473
	Iteration 114Q: 3 clusters Score -1.50579e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -15057962.000000 Penalty: 3837.334473
	Iteration 115Q: 3 clusters Score -1.505796e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -15057990.000000 Penalty: 3837.334473
	Iteration 116Q: 3 clusters Score -1.505799e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -15058043.000000 Penalty: 3837.334473
	Iteration 117Q: 3 clusters Score -1.505804e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -15058106.000000 Penalty: 3837.334473
	Iteration 118Q: 3 clusters Score -1.505811e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -15058140.000000 Penalty: 3837.334473
	Iteration 119Q: 3 clusters Score -1.505814e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -15058149.000000 Penalty: 3837.334473
	Iteration 120F: 3 clusters Score -1.505815e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -15058246.000000 Penalty: 3837.334473
	Iteration 121Q: 3 clusters Score -1.505825e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -15058310.000000 Penalty: 3837.334473
	Iteration 122Q: 3 clusters Score -1.505831e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -15058384.000000 Penalty: 3837.334473
	Iteration 123Q: 3 clusters Score -1.505838e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -15058475.000000 Penalty: 3837.334473
	Iteration 124Q: 3 clusters Score -1.505848e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -15058689.000000 Penalty: 3837.334473
	Iteration 125Q: 3 clusters Score -1.505869e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -15058792.000000 Penalty: 3837.334473
	Iteration 126Q: 3 clusters Score -1.505879e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -15058947.000000 Penalty: 3837.334473
	Iteration 127Q: 3 clusters Score -1.505895e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -15059052.000000 Penalty: 3837.334473
	Iteration 128Q: 3 clusters Score -1.505905e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -15059217.000000 Penalty: 3837.334473
	Iteration 129Q: 3 clusters Score -1.505922e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -15059362.000000 Penalty: 3837.334473
	Iteration 130Q: 3 clusters Score -1.505936e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 110100 members 
Entering Unmasked Estep 
Score: -15059511.000000 Penalty: 3837.334473
	Iteration 131Q: 3 clusters Score -1.505951e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -15059742.000000 Penalty: 3837.334473
	Iteration 132Q: 3 clusters Score -1.505974e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -15059907.000000 Penalty: 3837.334473
	Iteration 133Q: 3 clusters Score -1.505991e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -15060158.000000 Penalty: 3837.334473
	Iteration 134Q: 3 clusters Score -1.506016e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -15060414.000000 Penalty: 3837.334473
	Iteration 135Q: 3 clusters Score -1.506041e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -15060736.000000 Penalty: 3837.334473
	Iteration 136Q: 3 clusters Score -1.506074e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 115659 members 
Entering Unmasked Estep 
Score: -15061036.000000 Penalty: 3837.334473
	Iteration 137Q: 3 clusters Score -1.506104e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -15061314.000000 Penalty: 3837.334473
	Iteration 138Q: 3 clusters Score -1.506131e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -15061597.000000 Penalty: 3837.334473
	Iteration 139Q: 3 clusters Score -1.50616e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -15062004.000000 Penalty: 3837.334473
	Iteration 140F: 3 clusters Score -1.5062e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -15062194.000000 Penalty: 3837.334473
	Iteration 141Q: 3 clusters Score -1.506219e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 120760 members 
Entering Unmasked Estep 
Score: -15062438.000000 Penalty: 3837.334473
	Iteration 142Q: 3 clusters Score -1.506244e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -15062668.000000 Penalty: 3837.334473
	Iteration 143Q: 3 clusters Score -1.506267e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -15062953.000000 Penalty: 3837.334473
	Iteration 144Q: 3 clusters Score -1.506295e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -15063137.000000 Penalty: 3837.334473
	Iteration 145Q: 3 clusters Score -1.506314e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -15063316.000000 Penalty: 3837.334473
	Iteration 146Q: 3 clusters Score -1.506332e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 125112 members 
Entering Unmasked Estep 
Score: -15063542.000000 Penalty: 3837.334473
	Iteration 147Q: 3 clusters Score -1.506354e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -15063672.000000 Penalty: 3837.334473
	Iteration 148Q: 3 clusters Score -1.506367e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -15063789.000000 Penalty: 3837.334473
	Iteration 149Q: 3 clusters Score -1.506379e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -15063920.000000 Penalty: 3837.334473
	Iteration 150Q: 3 clusters Score -1.506392e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -15064083.000000 Penalty: 3837.334473
	Iteration 151Q: 3 clusters Score -1.506408e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -15064236.000000 Penalty: 3837.334473
	Iteration 152Q: 3 clusters Score -1.506424e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -15064414.000000 Penalty: 3837.334473
	Iteration 153Q: 3 clusters Score -1.506441e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -15064494.000000 Penalty: 3837.334473
	Iteration 154Q: 3 clusters Score -1.506449e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -15064548.000000 Penalty: 3837.334473
	Iteration 155Q: 3 clusters Score -1.506455e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 129621 members 
Entering Unmasked Estep 
Score: -15064636.000000 Penalty: 3837.334473
	Iteration 156Q: 3 clusters Score -1.506464e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 129950 members 
Entering Unmasked Estep 
Score: -15064663.000000 Penalty: 3837.334473
	Iteration 157Q: 3 clusters Score -1.506466e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 130232 members 
Entering Unmasked Estep 
Score: -15064699.000000 Penalty: 3837.334473
	Iteration 158Q: 3 clusters Score -1.50647e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -15064760.000000 Penalty: 3837.334473
	Iteration 159Q: 3 clusters Score -1.506476e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 130668 members 
Entering Unmasked Estep 
Score: -15064837.000000 Penalty: 3837.334473
	Iteration 160F: 3 clusters Score -1.506484e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -15064842.000000 Penalty: 3837.334473
	Iteration 161Q: 3 clusters Score -1.506484e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -15064854.000000 Penalty: 3837.334473
	Iteration 162Q: 3 clusters Score -1.506485e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 131110 members 
Entering Unmasked Estep 
Score: -15064843.000000 Penalty: 3837.334473
	Iteration 163Q: 3 clusters Score -1.506484e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 131227 members 
Entering Unmasked Estep 
Score: -15064869.000000 Penalty: 3837.334473
	Iteration 164Q: 3 clusters Score -1.506487e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -15064905.000000 Penalty: 3837.334473
	Iteration 165Q: 3 clusters Score -1.50649e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -15064886.000000 Penalty: 3837.334473
	Iteration 166Q: 3 clusters Score -1.506489e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -15064907.000000 Penalty: 3837.334473
	Iteration 167Q: 3 clusters Score -1.506491e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 131650 members 
Entering Unmasked Estep 
Score: -15064912.000000 Penalty: 3837.334473
	Iteration 168Q: 3 clusters Score -1.506491e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -15064919.000000 Penalty: 3837.334473
	Iteration 169Q: 3 clusters Score -1.506492e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 131794 members 
Entering Unmasked Estep 
Score: -15064915.000000 Penalty: 3837.334473
	Iteration 170Q: 3 clusters Score -1.506492e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -15064947.000000 Penalty: 3837.334473
	Iteration 171Q: 3 clusters Score -1.506495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -15064978.000000 Penalty: 3837.334473
	Iteration 172Q: 3 clusters Score -1.506498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -15064986.000000 Penalty: 3837.334473
	Iteration 173Q: 3 clusters Score -1.506499e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -15064996.000000 Penalty: 3837.334473
	Iteration 174Q: 3 clusters Score -1.5065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 131963 members 
Entering Unmasked Estep 
Score: -15064989.000000 Penalty: 3837.334473
	Iteration 175Q: 3 clusters Score -1.506499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 131975 members 
Entering Unmasked Estep 
Score: -15064980.000000 Penalty: 3837.334473
	Iteration 176Q: 3 clusters Score -1.506498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -15064997.000000 Penalty: 3837.334473
	Iteration 177Q: 3 clusters Score -1.5065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 131984 members 
Entering Unmasked Estep 
Score: -15064985.000000 Penalty: 3837.334473
	Iteration 178Q: 3 clusters Score -1.506498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -15064991.000000 Penalty: 3837.334473
	Iteration 179Q: 3 clusters Score -1.506499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -15064992.000000 Penalty: 3837.334473
	Iteration 180F: 3 clusters Score -1.506499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -15064985.000000 Penalty: 3837.334473
	Iteration 181Q: 3 clusters Score -1.506498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -15064997.000000 Penalty: 3837.334473
	Iteration 182Q: 3 clusters Score -1.5065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 132000 members 
Entering Unmasked Estep 
Score: -15064985.000000 Penalty: 3837.334473
	Iteration 183Q: 3 clusters Score -1.506498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -15064984.000000 Penalty: 3837.334473
	Iteration 184Q: 3 clusters Score -1.506498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -15064984.000000 Penalty: 3837.334473
	Iteration 185Q: 3 clusters Score -1.506498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -15064986.000000 Penalty: 3837.334473
	Iteration 186Q: 3 clusters Score -1.506499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -15064989.000000 Penalty: 3837.334473
	Iteration 187Q: 3 clusters Score -1.506499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -15064991.000000 Penalty: 3837.334473
	Iteration 188Q: 3 clusters Score -1.506499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -15064985.000000 Penalty: 3837.334473
	Iteration 189Q: 3 clusters Score -1.506498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 132012 members 
Entering Unmasked Estep 
Score: -15064991.000000 Penalty: 3837.334473
	Iteration 190Q: 3 clusters Score -1.506499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 132014 members 
Entering Unmasked Estep 
Score: -15064995.000000 Penalty: 3837.334473
	Iteration 191Q: 3 clusters Score -1.5065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -15064985.000000 Penalty: 3837.334473
	Iteration 192Q: 3 clusters Score -1.506498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 132018 members 
Entering Unmasked Estep 
Score: -15064987.000000 Penalty: 3837.334473
	Iteration 193Q: 3 clusters Score -1.506499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -15064993.000000 Penalty: 3837.334473
	Iteration 194Q: 3 clusters Score -1.506499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 132026 members 
Entering Unmasked Estep 
Score: -15064997.000000 Penalty: 3837.334473
	Iteration 195Q: 3 clusters Score -1.5065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -15065002.000000 Penalty: 3837.334473
	Iteration 196Q: 3 clusters Score -1.5065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -15064998.000000 Penalty: 3837.334473
	Iteration 197Q: 3 clusters Score -1.5065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 132039 members 
Entering Unmasked Estep 
Score: -15064992.000000 Penalty: 3837.334473
	Iteration 198Q: 3 clusters Score -1.506499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -15065002.000000 Penalty: 3837.334473
	Iteration 199Q: 3 clusters Score -1.5065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -15064992.000000 Penalty: 3837.334473
	Iteration 200F: 3 clusters Score -1.506499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -15064998.000000 Penalty: 3837.334473
	Iteration 201Q: 3 clusters Score -1.5065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 132052 members 
Entering Unmasked Estep 
Score: -15064999.000000 Penalty: 3837.334473
	Iteration 202Q: 3 clusters Score -1.5065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 132054 members 
Entering Unmasked Estep 
Score: -15065007.000000 Penalty: 3837.334473
	Iteration 203Q: 3 clusters Score -1.506501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -15065007.000000 Penalty: 3837.334473
	Iteration 204Q: 3 clusters Score -1.506501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -15065007.000000 Penalty: 3837.334473
	Iteration 205F: 3 clusters Score -1.506501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Entering Unmasked Estep 
Score: -5042774.500000 Penalty: 1738.273560
	Iteration 0F: 2 clusters Score -5042774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5013040.500000 Penalty: 3476.547119
	Iteration 0F: 3 clusters Score -5013040 nChanged 20882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5024146.000000 Penalty: 3476.547119
	Iteration 1F: 3 clusters Score -5024146 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5024515.000000 Penalty: 3476.547119
	Iteration 2Q: 3 clusters Score -5024515 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5024897.000000 Penalty: 3476.547119
	Iteration 3Q: 3 clusters Score -5024897 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5025278.000000 Penalty: 3476.547119
	Iteration 4Q: 3 clusters Score -5025278 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5025729.500000 Penalty: 3476.547119
	Iteration 5Q: 3 clusters Score -5025730 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5026412.500000 Penalty: 3476.547119
	Iteration 6Q: 3 clusters Score -5026412 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5027475.000000 Penalty: 3476.547119
	Iteration 7Q: 3 clusters Score -5027475 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5029022.000000 Penalty: 3476.547119
	Iteration 8F: 3 clusters Score -5029022 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -5031413.000000 Penalty: 3476.547119
	Iteration 9F: 3 clusters Score -5031413 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -5034559.000000 Penalty: 3476.547119
	Iteration 10F: 3 clusters Score -5034559 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5037452.000000 Penalty: 3476.547119
	Iteration 11F: 3 clusters Score -5037452 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5039382.000000 Penalty: 3476.547119
	Iteration 12Q: 3 clusters Score -5039382 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5040364.000000 Penalty: 3476.547119
	Iteration 13Q: 3 clusters Score -5040364 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -5040780.000000 Penalty: 3476.547119
	Iteration 14Q: 3 clusters Score -5040780 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5040996.000000 Penalty: 3476.547119
	Iteration 15Q: 3 clusters Score -5040996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5041136.500000 Penalty: 3476.547119
	Iteration 16Q: 3 clusters Score -5041136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5041196.000000 Penalty: 3476.547119
	Iteration 17Q: 3 clusters Score -5041196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5041233.000000 Penalty: 3476.547119
	Iteration 18Q: 3 clusters Score -5041233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5041252.500000 Penalty: 3476.547119
	Iteration 19Q: 3 clusters Score -5041252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5041270.500000 Penalty: 3476.547119
	Iteration 20F: 3 clusters Score -5041270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5041294.000000 Penalty: 3476.547119
	Iteration 21Q: 3 clusters Score -5041294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5041313.000000 Penalty: 3476.547119
	Iteration 22Q: 3 clusters Score -5041313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5041322.000000 Penalty: 3476.547119
	Iteration 23Q: 3 clusters Score -5041322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5041325.500000 Penalty: 3476.547119
	Iteration 24Q: 3 clusters Score -5041326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5041324.500000 Penalty: 3476.547119
	Iteration 25Q: 3 clusters Score -5041324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5041329.500000 Penalty: 3476.547119
	Iteration 26Q: 3 clusters Score -5041330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5041333.000000 Penalty: 3476.547119
	Iteration 27Q: 3 clusters Score -5041333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5041336.000000 Penalty: 3476.547119
	Iteration 28Q: 3 clusters Score -5041336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5041334.500000 Penalty: 3476.547119
	Iteration 29Q: 3 clusters Score -5041334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5041334.500000 Penalty: 3476.547119
	Iteration 30F: 3 clusters Score -5041334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -222101.640625 Penalty: 1243.152466
	Iteration 0F: 2 clusters Score -222101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219953.312500 Penalty: 2486.304932
	Iteration 0F: 3 clusters Score -219953.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220383.343750 Penalty: 2486.304932
	Iteration 1F: 3 clusters Score -220383.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220495.468750 Penalty: 2486.304932
	Iteration 2F: 3 clusters Score -220495.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -220568.296875 Penalty: 2486.304932
	Iteration 3Q: 3 clusters Score -220568.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220625.625000 Penalty: 2486.304932
	Iteration 4Q: 3 clusters Score -220625.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220684.343750 Penalty: 2486.304932
	Iteration 5Q: 3 clusters Score -220684.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220730.234375 Penalty: 2486.304932
	Iteration 6Q: 3 clusters Score -220730.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220754.953125 Penalty: 2486.304932
	Iteration 7Q: 3 clusters Score -220755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220771.796875 Penalty: 2486.304932
	Iteration 8Q: 3 clusters Score -220771.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -220792.109375 Penalty: 2486.304932
	Iteration 9Q: 3 clusters Score -220792.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220810.640625 Penalty: 2486.304932
	Iteration 10Q: 3 clusters Score -220810.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -220826.156250 Penalty: 2486.304932
	Iteration 11Q: 3 clusters Score -220826.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -220842.562500 Penalty: 2486.304932
	Iteration 12Q: 3 clusters Score -220842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220861.609375 Penalty: 2486.304932
	Iteration 13Q: 3 clusters Score -220861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220877.359375 Penalty: 2486.304932
	Iteration 14Q: 3 clusters Score -220877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -220890.875000 Penalty: 2486.304932
	Iteration 15Q: 3 clusters Score -220890.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220901.562500 Penalty: 2486.304932
	Iteration 16Q: 3 clusters Score -220901.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -220911.531250 Penalty: 2486.304932
	Iteration 17Q: 3 clusters Score -220911.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220923.375000 Penalty: 2486.304932
	Iteration 18Q: 3 clusters Score -220923.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220946.484375 Penalty: 2486.304932
	Iteration 19Q: 3 clusters Score -220946.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -220973.406250 Penalty: 2486.304932
	Iteration 20F: 3 clusters Score -220973.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220991.781250 Penalty: 2486.304932
	Iteration 21Q: 3 clusters Score -220991.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221016.625000 Penalty: 2486.304932
	Iteration 22Q: 3 clusters Score -221016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221047.203125 Penalty: 2486.304932
	Iteration 23Q: 3 clusters Score -221047.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221068.031250 Penalty: 2486.304932
	Iteration 24Q: 3 clusters Score -221068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -221088.609375 Penalty: 2486.304932
	Iteration 25Q: 3 clusters Score -221088.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -221108.984375 Penalty: 2486.304932
	Iteration 26Q: 3 clusters Score -221109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -221122.828125 Penalty: 2486.304932
	Iteration 27Q: 3 clusters Score -221122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -221137.171875 Penalty: 2486.304932
	Iteration 28Q: 3 clusters Score -221137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -221153.218750 Penalty: 2486.304932
	Iteration 29Q: 3 clusters Score -221153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221169.671875 Penalty: 2486.304932
	Iteration 30Q: 3 clusters Score -221169.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -221193.531250 Penalty: 2486.304932
	Iteration 31Q: 3 clusters Score -221193.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -221212.203125 Penalty: 2486.304932
	Iteration 32Q: 3 clusters Score -221212.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -221229.640625 Penalty: 2486.304932
	Iteration 33Q: 3 clusters Score -221229.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -221247.796875 Penalty: 2486.304932
	Iteration 34Q: 3 clusters Score -221247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -221266.187500 Penalty: 2486.304932
	Iteration 35Q: 3 clusters Score -221266.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -221277.140625 Penalty: 2486.304932
	Iteration 36Q: 3 clusters Score -221277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -221282.437500 Penalty: 2486.304932
	Iteration 37Q: 3 clusters Score -221282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -221288.781250 Penalty: 2486.304932
	Iteration 38Q: 3 clusters Score -221288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -221298.890625 Penalty: 2486.304932
	Iteration 39Q: 3 clusters Score -221298.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -221308.671875 Penalty: 2486.304932
	Iteration 40F: 3 clusters Score -221308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -221313.890625 Penalty: 2486.304932
	Iteration 41Q: 3 clusters Score -221313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -221319.671875 Penalty: 2486.304932
	Iteration 42Q: 3 clusters Score -221319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -221327.593750 Penalty: 2486.304932
	Iteration 43Q: 3 clusters Score -221327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -221330.968750 Penalty: 2486.304932
	Iteration 44Q: 3 clusters Score -221331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -221334.140625 Penalty: 2486.304932
	Iteration 45Q: 3 clusters Score -221334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -221335.390625 Penalty: 2486.304932
	Iteration 46Q: 3 clusters Score -221335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -221335.390625 Penalty: 2486.304932
	Iteration 47F: 3 clusters Score -221335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1149 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 8974 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 48690 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 144733 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 18 contains 66821 members 
Mstep: Class 20 contains 134213 members 
Mstep: Class 23 contains 44226 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746460.000000 Penalty: 34528.816406
Iteration 119Q: 17 clusters Score -6.474646e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 48688 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 144722 members 
Mstep: Class 15 contains 7682 members 
Mstep: Class 16 contains 29073 members 
Mstep: Class 18 contains 66815 members 
Mstep: Class 20 contains 134174 members 
Mstep: Class 23 contains 44241 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64746704.000000 Penalty: 34528.816406
Iteration 120F: 17 clusters Score -6.47467e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 48681 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 144733 members 
Mstep: Class 15 contains 7761 members 
Mstep: Class 16 contains 29232 members 
Mstep: Class 18 contains 66811 members 
Mstep: Class 20 contains 134129 members 
Mstep: Class 23 contains 44248 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747132.000000 Penalty: 34528.816406
Iteration 121Q: 17 clusters Score -6.474713e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 8628 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 48679 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 144747 members 
Mstep: Class 15 contains 7846 members 
Mstep: Class 16 contains 29403 members 
Mstep: Class 18 contains 66806 members 
Mstep: Class 20 contains 134061 members 
Mstep: Class 23 contains 44260 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747296.000000 Penalty: 34528.816406
Iteration 122Q: 17 clusters Score -6.47473e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 48670 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 144776 members 
Mstep: Class 15 contains 7947 members 
Mstep: Class 16 contains 29562 members 
Mstep: Class 18 contains 66801 members 
Mstep: Class 20 contains 133981 members 
Mstep: Class 23 contains 44262 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747468.000000 Penalty: 34528.816406
Iteration 123Q: 17 clusters Score -6.474747e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 48659 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 144813 members 
Mstep: Class 15 contains 8046 members 
Mstep: Class 16 contains 29733 members 
Mstep: Class 18 contains 66789 members 
Mstep: Class 20 contains 133901 members 
Mstep: Class 23 contains 44273 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747548.000000 Penalty: 34528.816406
Iteration 124Q: 17 clusters Score -6.474755e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 8284 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 48648 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 144848 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 29858 members 
Mstep: Class 18 contains 66776 members 
Mstep: Class 20 contains 133862 members 
Mstep: Class 23 contains 44280 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747696.000000 Penalty: 34528.816406
Iteration 125Q: 17 clusters Score -6.47477e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 48627 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 144849 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 30016 members 
Mstep: Class 18 contains 66771 members 
Mstep: Class 20 contains 133832 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747716.000000 Penalty: 34528.816406
Iteration 126Q: 17 clusters Score -6.474772e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 48609 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 9 contains 3482 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 144863 members 
Mstep: Class 15 contains 8276 members 
Mstep: Class 16 contains 30160 members 
Mstep: Class 18 contains 66766 members 
Mstep: Class 20 contains 133814 members 
Mstep: Class 23 contains 44306 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747832.000000 Penalty: 34528.816406
Iteration 127Q: 17 clusters Score -6.474783e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 48593 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 144877 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 16 contains 30313 members 
Mstep: Class 18 contains 66758 members 
Mstep: Class 20 contains 133780 members 
Mstep: Class 23 contains 44323 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747976.000000 Penalty: 34528.816406
Iteration 128Q: 17 clusters Score -6.474798e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 144886 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 30439 members 
Mstep: Class 18 contains 66748 members 
Mstep: Class 20 contains 133748 members 
Mstep: Class 23 contains 44325 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748064.000000 Penalty: 34528.816406
Iteration 129Q: 17 clusters Score -6.474806e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 415 members 
Mstep: Class 6 contains 48565 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 144902 members 
Mstep: Class 15 contains 8522 members 
Mstep: Class 16 contains 30572 members 
Mstep: Class 18 contains 66742 members 
Mstep: Class 20 contains 133719 members 
Mstep: Class 23 contains 44331 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748192.000000 Penalty: 34528.816406
Iteration 130Q: 17 clusters Score -6.474819e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 414 members 
Mstep: Class 6 contains 48551 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 144951 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 30696 members 
Mstep: Class 18 contains 66736 members 
Mstep: Class 20 contains 133653 members 
Mstep: Class 23 contains 44338 members 
Mstep: Class 24 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748056.000000 Penalty: 34528.816406
Iteration 131Q: 17 clusters Score -6.474806e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 413 members 
Mstep: Class 6 contains 48525 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 144966 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 30845 members 
Mstep: Class 18 contains 66732 members 
Mstep: Class 20 contains 133607 members 
Mstep: Class 23 contains 44345 members 
Mstep: Class 24 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748208.000000 Penalty: 34528.816406
Iteration 132Q: 17 clusters Score -6.474821e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 412 members 
Mstep: Class 6 contains 48495 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 144983 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 30995 members 
Mstep: Class 18 contains 66724 members 
Mstep: Class 20 contains 133558 members 
Mstep: Class 23 contains 44353 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748052.000000 Penalty: 34528.816406
Iteration 133Q: 17 clusters Score -6.474805e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 7420 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 48465 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 145027 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 31115 members 
Mstep: Class 18 contains 66712 members 
Mstep: Class 20 contains 133509 members 
Mstep: Class 23 contains 44355 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64747988.000000 Penalty: 34528.816406
Iteration 134Q: 17 clusters Score -6.474799e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 48428 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 145069 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 31219 members 
Mstep: Class 18 contains 66712 members 
Mstep: Class 20 contains 133451 members 
Mstep: Class 23 contains 44356 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748144.000000 Penalty: 34528.816406
Iteration 135Q: 17 clusters Score -6.474814e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 7253 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48384 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 145084 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 31330 members 
Mstep: Class 18 contains 66705 members 
Mstep: Class 20 contains 133379 members 
Mstep: Class 23 contains 44377 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748288.000000 Penalty: 34528.816406
Iteration 136Q: 17 clusters Score -6.474829e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48345 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 145100 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 31427 members 
Mstep: Class 18 contains 66700 members 
Mstep: Class 20 contains 133294 members 
Mstep: Class 23 contains 44399 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748356.000000 Penalty: 34528.816406
Iteration 137Q: 17 clusters Score -6.474836e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 7100 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48299 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 145120 members 
Mstep: Class 15 contains 9284 members 
Mstep: Class 16 contains 31516 members 
Mstep: Class 18 contains 66693 members 
Mstep: Class 20 contains 133196 members 
Mstep: Class 23 contains 44422 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748436.000000 Penalty: 34528.816406
Iteration 138Q: 17 clusters Score -6.474844e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 7017 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48255 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 145145 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 31620 members 
Mstep: Class 18 contains 66689 members 
Mstep: Class 20 contains 133085 members 
Mstep: Class 23 contains 44444 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748500.000000 Penalty: 34528.816406
Iteration 139Q: 17 clusters Score -6.47485e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48195 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 145210 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 31693 members 
Mstep: Class 18 contains 66685 members 
Mstep: Class 20 contains 132979 members 
Mstep: Class 23 contains 44464 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748488.000000 Penalty: 34528.816406
Iteration 140F: 17 clusters Score -6.474849e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48148 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 145234 members 
Mstep: Class 15 contains 9652 members 
Mstep: Class 16 contains 31776 members 
Mstep: Class 18 contains 66676 members 
Mstep: Class 20 contains 132893 members 
Mstep: Class 23 contains 44482 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748668.000000 Penalty: 34528.816406
Iteration 141Q: 17 clusters Score -6.474867e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 6816 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48109 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 145234 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 31851 members 
Mstep: Class 18 contains 66673 members 
Mstep: Class 20 contains 132816 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748812.000000 Penalty: 34528.816406
Iteration 142Q: 17 clusters Score -6.474881e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 48067 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 145240 members 
Mstep: Class 15 contains 9919 members 
Mstep: Class 16 contains 31913 members 
Mstep: Class 18 contains 66665 members 
Mstep: Class 20 contains 132742 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748968.000000 Penalty: 34528.816406
Iteration 143Q: 17 clusters Score -6.474897e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 6698 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 48021 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 145240 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 31982 members 
Mstep: Class 18 contains 66655 members 
Mstep: Class 20 contains 132683 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749052.000000 Penalty: 34528.816406
Iteration 144Q: 17 clusters Score -6.474905e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47979 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 145235 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 32061 members 
Mstep: Class 18 contains 66641 members 
Mstep: Class 20 contains 132620 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749004.000000 Penalty: 34528.816406
Iteration 145Q: 17 clusters Score -6.4749e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47938 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 145236 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 32104 members 
Mstep: Class 18 contains 66632 members 
Mstep: Class 20 contains 132559 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64748964.000000 Penalty: 34528.816406
Iteration 146Q: 17 clusters Score -6.474896e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6573 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47884 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 145233 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 32147 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 20 contains 132499 members 
Mstep: Class 23 contains 44505 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749080.000000 Penalty: 34528.816406
Iteration 147Q: 17 clusters Score -6.474908e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47839 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 145250 members 
Mstep: Class 15 contains 10567 members 
Mstep: Class 16 contains 32189 members 
Mstep: Class 18 contains 66606 members 
Mstep: Class 20 contains 132427 members 
Mstep: Class 23 contains 44498 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749200.000000 Penalty: 34528.816406
Iteration 148Q: 17 clusters Score -6.47492e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 6516 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47800 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 145248 members 
Mstep: Class 15 contains 10682 members 
Mstep: Class 16 contains 32222 members 
Mstep: Class 18 contains 66596 members 
Mstep: Class 20 contains 132378 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749236.000000 Penalty: 34528.816406
Iteration 149Q: 17 clusters Score -6.474924e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 6491 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47759 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 145256 members 
Mstep: Class 15 contains 10785 members 
Mstep: Class 16 contains 32254 members 
Mstep: Class 18 contains 66590 members 
Mstep: Class 20 contains 132318 members 
Mstep: Class 23 contains 44500 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749304.000000 Penalty: 34528.816406
Iteration 150Q: 17 clusters Score -6.47493e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 6468 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47717 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 145269 members 
Mstep: Class 15 contains 10878 members 
Mstep: Class 16 contains 32271 members 
Mstep: Class 18 contains 66581 members 
Mstep: Class 20 contains 132277 members 
Mstep: Class 23 contains 44505 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749280.000000 Penalty: 34528.816406
Iteration 151Q: 17 clusters Score -6.474928e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47666 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 145268 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 32289 members 
Mstep: Class 18 contains 66571 members 
Mstep: Class 20 contains 132248 members 
Mstep: Class 23 contains 44506 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749144.000000 Penalty: 34528.816406
Iteration 152Q: 17 clusters Score -6.474914e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 6424 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 47614 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 145263 members 
Mstep: Class 15 contains 11096 members 
Mstep: Class 16 contains 32308 members 
Mstep: Class 18 contains 66564 members 
Mstep: Class 20 contains 132219 members 
Mstep: Class 23 contains 44501 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749232.000000 Penalty: 34528.816406
Iteration 153Q: 17 clusters Score -6.474923e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6402 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47561 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 11 contains 145283 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 32319 members 
Mstep: Class 18 contains 66562 members 
Mstep: Class 20 contains 132151 members 
Mstep: Class 23 contains 44505 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749316.000000 Penalty: 34528.816406
Iteration 154Q: 17 clusters Score -6.474932e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47509 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 145316 members 
Mstep: Class 15 contains 11322 members 
Mstep: Class 16 contains 32332 members 
Mstep: Class 18 contains 66554 members 
Mstep: Class 20 contains 132067 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749260.000000 Penalty: 34528.816406
Iteration 155Q: 17 clusters Score -6.474926e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47467 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 145353 members 
Mstep: Class 15 contains 11444 members 
Mstep: Class 16 contains 32340 members 
Mstep: Class 18 contains 66545 members 
Mstep: Class 20 contains 131966 members 
Mstep: Class 23 contains 44526 members 
Mstep: Class 24 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749308.000000 Penalty: 34528.816406
Iteration 156Q: 17 clusters Score -6.474931e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47432 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 2230 members 
Mstep: Class 11 contains 145371 members 
Mstep: Class 15 contains 11575 members 
Mstep: Class 16 contains 32339 members 
Mstep: Class 18 contains 66533 members 
Mstep: Class 20 contains 131880 members 
Mstep: Class 23 contains 44528 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749348.000000 Penalty: 34528.816406
Iteration 157Q: 17 clusters Score -6.474935e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47388 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 145403 members 
Mstep: Class 15 contains 11725 members 
Mstep: Class 16 contains 32335 members 
Mstep: Class 18 contains 66531 members 
Mstep: Class 20 contains 131762 members 
Mstep: Class 23 contains 44527 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749436.000000 Penalty: 34528.816406
Iteration 158Q: 17 clusters Score -6.474944e+07 nChanged 433
Entering ConstructFrom: 
Score: -64749436.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Entering Unmasked Estep 
Score: -9634198.000000 Penalty: 1846.660767
	Iteration 0F: 2 clusters Score -9634198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9576612.000000 Penalty: 3693.321533
	Iteration 0F: 3 clusters Score -9576612 nChanged 41149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -9600320.000000 Penalty: 3693.321533
	Iteration 1F: 3 clusters Score -9600320 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -9601545.000000 Penalty: 3693.321533
	Iteration 2Q: 3 clusters Score -9601545 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -9603767.000000 Penalty: 3693.321533
	Iteration 3F: 3 clusters Score -9603767 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -9607826.000000 Penalty: 3693.321533
	Iteration 4F: 3 clusters Score -9607826 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -9614636.000000 Penalty: 3693.321533
	Iteration 5F: 3 clusters Score -9614636 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -9623054.000000 Penalty: 3693.321533
	Iteration 6F: 3 clusters Score -9623054 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9629211.000000 Penalty: 3693.321533
	Iteration 7F: 3 clusters Score -9629211 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9631687.000000 Penalty: 3693.321533
	Iteration 8Q: 3 clusters Score -9631687 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9632306.000000 Penalty: 3693.321533
	Iteration 9Q: 3 clusters Score -9632306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9632477.000000 Penalty: 3693.321533
	Iteration 10Q: 3 clusters Score -9632477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9632542.000000 Penalty: 3693.321533
	Iteration 11Q: 3 clusters Score -9632542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9632555.000000 Penalty: 3693.321533
	Iteration 12Q: 3 clusters Score -9632555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9632575.000000 Penalty: 3693.321533
	Iteration 13Q: 3 clusters Score -9632575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9632590.000000 Penalty: 3693.321533
	Iteration 14Q: 3 clusters Score -9632590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9632590.000000 Penalty: 3693.321533
	Iteration 15Q: 3 clusters Score -9632590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9632592.000000 Penalty: 3693.321533
	Iteration 16Q: 3 clusters Score -9632592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9632605.000000 Penalty: 3693.321533
	Iteration 17Q: 3 clusters Score -9632605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9632612.000000 Penalty: 3693.321533
	Iteration 18Q: 3 clusters Score -9632612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9632610.000000 Penalty: 3693.321533
	Iteration 19Q: 3 clusters Score -9632610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9632610.000000 Penalty: 3693.321533
	Iteration 20F: 3 clusters Score -9632610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -130955.265625 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -130955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129398.234375 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -129398.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129669.375000 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -129669.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129739.835938 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -129739.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129778.109375 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -129778.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129799.390625 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -129799.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129811.546875 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -129811.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129817.109375 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -129817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129823.796875 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -129823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129829.585938 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -129829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129833.101562 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -129833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129835.914062 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -129835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129840.164062 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -129840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129841.085938 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -129841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129842.171875 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -129842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129843.265625 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -129843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -129844.218750 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -129844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129845.476562 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -129845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129847.007812 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -129847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129847.007812 Penalty: 2302.101074
	Iteration 18F: 3 clusters Score -129847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -551059.000000 Penalty: 1382.377930
	Iteration 0F: 2 clusters Score -551059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -547126.375000 Penalty: 2764.755859
	Iteration 0F: 3 clusters Score -547126.4 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -548148.312500 Penalty: 2764.755859
	Iteration 1F: 3 clusters Score -548148.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -548295.187500 Penalty: 2764.755859
	Iteration 2F: 3 clusters Score -548295.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -548388.000000 Penalty: 2764.755859
	Iteration 3Q: 3 clusters Score -548388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -548444.687500 Penalty: 2764.755859
	Iteration 4Q: 3 clusters Score -548444.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -548478.437500 Penalty: 2764.755859
	Iteration 5Q: 3 clusters Score -548478.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -548509.250000 Penalty: 2764.755859
	Iteration 6Q: 3 clusters Score -548509.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -548532.000000 Penalty: 2764.755859
	Iteration 7Q: 3 clusters Score -548532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -548555.125000 Penalty: 2764.755859
	Iteration 8Q: 3 clusters Score -548555.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -548581.937500 Penalty: 2764.755859
	Iteration 9Q: 3 clusters Score -548581.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -548604.375000 Penalty: 2764.755859
	Iteration 10Q: 3 clusters Score -548604.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -548623.437500 Penalty: 2764.755859
	Iteration 11Q: 3 clusters Score -548623.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -548643.437500 Penalty: 2764.755859
	Iteration 12Q: 3 clusters Score -548643.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -548665.312500 Penalty: 2764.755859
	Iteration 13Q: 3 clusters Score -548665.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -548686.437500 Penalty: 2764.755859
	Iteration 14Q: 3 clusters Score -548686.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -548708.687500 Penalty: 2764.755859
	Iteration 15Q: 3 clusters Score -548708.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -548737.062500 Penalty: 2764.755859
	Iteration 16Q: 3 clusters Score -548737.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -548772.000000 Penalty: 2764.755859
	Iteration 17Q: 3 clusters Score -548772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -548806.375000 Penalty: 2764.755859
	Iteration 18Q: 3 clusters Score -548806.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -548838.375000 Penalty: 2764.755859
	Iteration 19Q: 3 clusters Score -548838.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -548862.500000 Penalty: 2764.755859
	Iteration 20F: 3 clusters Score -548862.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -548898.250000 Penalty: 2764.755859
	Iteration 21Q: 3 clusters Score -548898.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -548939.937500 Penalty: 2764.755859
	Iteration 22Q: 3 clusters Score -548939.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -549008.125000 Penalty: 2764.755859
	Iteration 23Q: 3 clusters Score -549008.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -549098.437500 Penalty: 2764.755859
	Iteration 24Q: 3 clusters Score -549098.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -549208.125000 Penalty: 2764.755859
	Iteration 25Q: 3 clusters Score -549208.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -549332.250000 Penalty: 2764.755859
	Iteration 26Q: 3 clusters Score -549332.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -549444.875000 Penalty: 2764.755859
	Iteration 27Q: 3 clusters Score -549444.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -549541.500000 Penalty: 2764.755859
	Iteration 28Q: 3 clusters Score -549541.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -549611.500000 Penalty: 2764.755859
	Iteration 29Q: 3 clusters Score -549611.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -549675.625000 Penalty: 2764.755859
	Iteration 30Q: 3 clusters Score -549675.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -549718.500000 Penalty: 2764.755859
	Iteration 31Q: 3 clusters Score -549718.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -549745.062500 Penalty: 2764.755859
	Iteration 32Q: 3 clusters Score -549745.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -549762.875000 Penalty: 2764.755859
	Iteration 33Q: 3 clusters Score -549762.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -549775.937500 Penalty: 2764.755859
	Iteration 34Q: 3 clusters Score -549775.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -549793.562500 Penalty: 2764.755859
	Iteration 35Q: 3 clusters Score -549793.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -549802.312500 Penalty: 2764.755859
	Iteration 36Q: 3 clusters Score -549802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -549809.750000 Penalty: 2764.755859
	Iteration 37Q: 3 clusters Score -549809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -549818.250000 Penalty: 2764.755859
	Iteration 38Q: 3 clusters Score -549818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -549821.562500 Penalty: 2764.755859
	Iteration 39Q: 3 clusters Score -549821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -549824.312500 Penalty: 2764.755859
	Iteration 40F: 3 clusters Score -549824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -549826.375000 Penalty: 2764.755859
	Iteration 41Q: 3 clusters Score -549826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -549831.000000 Penalty: 2764.755859
	Iteration 42Q: 3 clusters Score -549831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -549836.625000 Penalty: 2764.755859
	Iteration 43Q: 3 clusters Score -549836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -549839.187500 Penalty: 2764.755859
	Iteration 44Q: 3 clusters Score -549839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -549841.625000 Penalty: 2764.755859
	Iteration 45Q: 3 clusters Score -549841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -549850.812500 Penalty: 2764.755859
	Iteration 46Q: 3 clusters Score -549850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -549861.875000 Penalty: 2764.755859
	Iteration 47Q: 3 clusters Score -549861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -549864.687500 Penalty: 2764.755859
	Iteration 48Q: 3 clusters Score -549864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -549866.750000 Penalty: 2764.755859
	Iteration 49Q: 3 clusters Score -549866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -549867.812500 Penalty: 2764.755859
	Iteration 50Q: 3 clusters Score -549867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -549868.625000 Penalty: 2764.755859
	Iteration 51Q: 3 clusters Score -549868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -549868.625000 Penalty: 2764.755859
	Iteration 52F: 3 clusters Score -549868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -680158.062500 Penalty: 1422.217529
	Iteration 0F: 2 clusters Score -680158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -675353.937500 Penalty: 2844.435059
	Iteration 0F: 3 clusters Score -675353.9 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -676790.437500 Penalty: 2844.435059
	Iteration 1F: 3 clusters Score -676790.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -677318.000000 Penalty: 2844.435059
	Iteration 2F: 3 clusters Score -677318 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -677965.812500 Penalty: 2844.435059
	Iteration 3F: 3 clusters Score -677965.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -678565.687500 Penalty: 2844.435059
	Iteration 4F: 3 clusters Score -678565.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -679041.750000 Penalty: 2844.435059
	Iteration 5F: 3 clusters Score -679041.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -679339.125000 Penalty: 2844.435059
	Iteration 6F: 3 clusters Score -679339.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -679521.062500 Penalty: 2844.435059
	Iteration 7Q: 3 clusters Score -679521.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -679611.875000 Penalty: 2844.435059
	Iteration 8Q: 3 clusters Score -679611.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -679658.312500 Penalty: 2844.435059
	Iteration 9Q: 3 clusters Score -679658.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -679693.812500 Penalty: 2844.435059
	Iteration 10Q: 3 clusters Score -679693.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -679720.062500 Penalty: 2844.435059
	Iteration 11Q: 3 clusters Score -679720.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -679741.125000 Penalty: 2844.435059
	Iteration 12Q: 3 clusters Score -679741.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -679756.062500 Penalty: 2844.435059
	Iteration 13Q: 3 clusters Score -679756.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -679769.437500 Penalty: 2844.435059
	Iteration 14Q: 3 clusters Score -679769.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -679779.312500 Penalty: 2844.435059
	Iteration 15Q: 3 clusters Score -679779.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -679790.062500 Penalty: 2844.435059
	Iteration 16Q: 3 clusters Score -679790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -679799.312500 Penalty: 2844.435059
	Iteration 17Q: 3 clusters Score -679799.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -679808.625000 Penalty: 2844.435059
	Iteration 18Q: 3 clusters Score -679808.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -679820.437500 Penalty: 2844.435059
	Iteration 19Q: 3 clusters Score -679820.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -679829.250000 Penalty: 2844.435059
	Iteration 20F: 3 clusters Score -679829.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -679836.750000 Penalty: 2844.435059
	Iteration 21Q: 3 clusters Score -679836.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -679843.750000 Penalty: 2844.435059
	Iteration 22Q: 3 clusters Score -679843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -679847.062500 Penalty: 2844.435059
	Iteration 23Q: 3 clusters Score -679847.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -679849.875000 Penalty: 2844.435059
	Iteration 24Q: 3 clusters Score -679849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -679852.000000 Penalty: 2844.435059
	Iteration 25Q: 3 clusters Score -679852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -679851.437500 Penalty: 2844.435059
	Iteration 26Q: 3 clusters Score -679851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -679851.687500 Penalty: 2844.435059
	Iteration 27Q: 3 clusters Score -679851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -679853.000000 Penalty: 2844.435059
	Iteration 28Q: 3 clusters Score -679853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -679853.812500 Penalty: 2844.435059
	Iteration 29Q: 3 clusters Score -679853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -679853.125000 Penalty: 2844.435059
	Iteration 30Q: 3 clusters Score -679853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -679853.125000 Penalty: 2844.435059
	Iteration 31F: 3 clusters Score -679853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -42353.292969 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -42353.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41395.214844 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -41395.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41549.312500 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -41549.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41591.382812 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -41591.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41611.253906 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -41611.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41616.125000 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -41616.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41618.550781 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -41618.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41622.914062 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -41622.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41625.136719 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -41625.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41626.398438 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -41626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41626.398438 Penalty: 1954.457520
	Iteration 9F: 3 clusters Score -41626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Entering Unmasked Estep 
Score: -5389584.000000 Penalty: 1749.385376
	Iteration 0F: 2 clusters Score -5389584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5357835.500000 Penalty: 3498.770752
	Iteration 0F: 3 clusters Score -5357836 nChanged 22154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5370250.000000 Penalty: 3498.770752
	Iteration 1F: 3 clusters Score -5370250 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5370770.000000 Penalty: 3498.770752
	Iteration 2Q: 3 clusters Score -5370770 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5371448.000000 Penalty: 3498.770752
	Iteration 3Q: 3 clusters Score -5371448 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5372400.000000 Penalty: 3498.770752
	Iteration 4Q: 3 clusters Score -5372400 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5373697.500000 Penalty: 3498.770752
	Iteration 5F: 3 clusters Score -5373698 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5375570.500000 Penalty: 3498.770752
	Iteration 6F: 3 clusters Score -5375570 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5378334.000000 Penalty: 3498.770752
	Iteration 7F: 3 clusters Score -5378334 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5381711.000000 Penalty: 3498.770752
	Iteration 8F: 3 clusters Score -5381711 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5383795.500000 Penalty: 3498.770752
	Iteration 9F: 3 clusters Score -5383796 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -5384494.500000 Penalty: 3498.770752
	Iteration 10Q: 3 clusters Score -5384494 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5384789.500000 Penalty: 3498.770752
	Iteration 11Q: 3 clusters Score -5384790 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5384932.000000 Penalty: 3498.770752
	Iteration 12Q: 3 clusters Score -5384932 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5385069.500000 Penalty: 3498.770752
	Iteration 13Q: 3 clusters Score -5385070 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -5385206.000000 Penalty: 3498.770752
	Iteration 14Q: 3 clusters Score -5385206 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5385294.000000 Penalty: 3498.770752
	Iteration 15Q: 3 clusters Score -5385294 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -5385364.000000 Penalty: 3498.770752
	Iteration 16Q: 3 clusters Score -5385364 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5385441.000000 Penalty: 3498.770752
	Iteration 17Q: 3 clusters Score -5385441 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -5385506.000000 Penalty: 3498.770752
	Iteration 18Q: 3 clusters Score -5385506 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5385579.000000 Penalty: 3498.770752
	Iteration 19Q: 3 clusters Score -5385579 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5385632.500000 Penalty: 3498.770752
	Iteration 20F: 3 clusters Score -5385632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5385692.500000 Penalty: 3498.770752
	Iteration 21Q: 3 clusters Score -5385692 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5385756.500000 Penalty: 3498.770752
	Iteration 22Q: 3 clusters Score -5385756 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -5385830.000000 Penalty: 3498.770752
	Iteration 23Q: 3 clusters Score -5385830 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5385917.500000 Penalty: 3498.770752
	Iteration 24Q: 3 clusters Score -5385918 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5386012.500000 Penalty: 3498.770752
	Iteration 25Q: 3 clusters Score -5386012 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5386119.500000 Penalty: 3498.770752
	Iteration 26Q: 3 clusters Score -5386120 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5386186.500000 Penalty: 3498.770752
	Iteration 27Q: 3 clusters Score -5386186 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -5386255.500000 Penalty: 3498.770752
	Iteration 28Q: 3 clusters Score -5386256 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5386343.500000 Penalty: 3498.770752
	Iteration 29Q: 3 clusters Score -5386344 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -5386403.000000 Penalty: 3498.770752
	Iteration 30Q: 3 clusters Score -5386403 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5386489.500000 Penalty: 3498.770752
	Iteration 31Q: 3 clusters Score -5386490 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5386582.000000 Penalty: 3498.770752
	Iteration 32Q: 3 clusters Score -5386582 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5386659.500000 Penalty: 3498.770752
	Iteration 33Q: 3 clusters Score -5386660 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -5386719.500000 Penalty: 3498.770752
	Iteration 34Q: 3 clusters Score -5386720 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5386788.000000 Penalty: 3498.770752
	Iteration 35Q: 3 clusters Score -5386788 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5386881.000000 Penalty: 3498.770752
	Iteration 36Q: 3 clusters Score -5386881 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5386956.500000 Penalty: 3498.770752
	Iteration 37Q: 3 clusters Score -5386956 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5387059.000000 Penalty: 3498.770752
	Iteration 38Q: 3 clusters Score -5387059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5387143.000000 Penalty: 3498.770752
	Iteration 39Q: 3 clusters Score -5387143 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -5387225.000000 Penalty: 3498.770752
	Iteration 40F: 3 clusters Score -5387225 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -5387283.500000 Penalty: 3498.770752
	Iteration 41Q: 3 clusters Score -5387284 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -5387355.000000 Penalty: 3498.770752
	Iteration 42Q: 3 clusters Score -5387355 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5387398.000000 Penalty: 3498.770752
	Iteration 43Q: 3 clusters Score -5387398 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5387446.000000 Penalty: 3498.770752
	Iteration 44Q: 3 clusters Score -5387446 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5387468.000000 Penalty: 3498.770752
	Iteration 45Q: 3 clusters Score -5387468 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5387497.500000 Penalty: 3498.770752
	Iteration 46Q: 3 clusters Score -5387498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5387547.500000 Penalty: 3498.770752
	Iteration 47Q: 3 clusters Score -5387548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5387561.500000 Penalty: 3498.770752
	Iteration 48Q: 3 clusters Score -5387562 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5387593.000000 Penalty: 3498.770752
	Iteration 49Q: 3 clusters Score -5387593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -5387633.000000 Penalty: 3498.770752
	Iteration 50Q: 3 clusters Score -5387633 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5387671.500000 Penalty: 3498.770752
	Iteration 51Q: 3 clusters Score -5387672 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5387723.500000 Penalty: 3498.770752
	Iteration 52Q: 3 clusters Score -5387724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5387752.000000 Penalty: 3498.770752
	Iteration 53Q: 3 clusters Score -5387752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5387770.000000 Penalty: 3498.770752
	Iteration 54Q: 3 clusters Score -5387770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -5387820.000000 Penalty: 3498.770752
	Iteration 55Q: 3 clusters Score -5387820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5387840.500000 Penalty: 3498.770752
	Iteration 56Q: 3 clusters Score -5387840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5387871.500000 Penalty: 3498.770752
	Iteration 57Q: 3 clusters Score -5387872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5387888.500000 Penalty: 3498.770752
	Iteration 58Q: 3 clusters Score -5387888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5387925.500000 Penalty: 3498.770752
	Iteration 59Q: 3 clusters Score -5387926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5387957.500000 Penalty: 3498.770752
	Iteration 60F: 3 clusters Score -5387958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5388001.500000 Penalty: 3498.770752
	Iteration 61Q: 3 clusters Score -5388002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5388010.000000 Penalty: 3498.770752
	Iteration 62Q: 3 clusters Score -5388010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -5388022.000000 Penalty: 3498.770752
	Iteration 63Q: 3 clusters Score -5388022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5388044.000000 Penalty: 3498.770752
	Iteration 64Q: 3 clusters Score -5388044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5388081.000000 Penalty: 3498.770752
	Iteration 65Q: 3 clusters Score -5388081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5388080.500000 Penalty: 3498.770752
	Iteration 66Q: 3 clusters Score -5388080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5388080.500000 Penalty: 3498.770752
	Iteration 67Q: 3 clusters Score -5388080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5388092.000000 Penalty: 3498.770752
	Iteration 68Q: 3 clusters Score -5388092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5388123.500000 Penalty: 3498.770752
	Iteration 69Q: 3 clusters Score -5388124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5388143.500000 Penalty: 3498.770752
	Iteration 70Q: 3 clusters Score -5388144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5388152.500000 Penalty: 3498.770752
	Iteration 71Q: 3 clusters Score -5388152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5388162.500000 Penalty: 3498.770752
	Iteration 72Q: 3 clusters Score -5388162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5388185.000000 Penalty: 3498.770752
	Iteration 73Q: 3 clusters Score -5388185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5388161.000000 Penalty: 3498.770752
	Iteration 74Q: 3 clusters Score -5388161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5388160.000000 Penalty: 3498.770752
	Iteration 75Q: 3 clusters Score -5388160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5388170.000000 Penalty: 3498.770752
	Iteration 76Q: 3 clusters Score -5388170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5388185.500000 Penalty: 3498.770752
	Iteration 77Q: 3 clusters Score -5388186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5388191.500000 Penalty: 3498.770752
	Iteration 78Q: 3 clusters Score -5388192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5388199.000000 Penalty: 3498.770752
	Iteration 79Q: 3 clusters Score -5388199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5388219.500000 Penalty: 3498.770752
	Iteration 80F: 3 clusters Score -5388220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5388237.000000 Penalty: 3498.770752
	Iteration 81Q: 3 clusters Score -5388237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5388240.000000 Penalty: 3498.770752
	Iteration 82Q: 3 clusters Score -5388240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -5388249.500000 Penalty: 3498.770752
	Iteration 83Q: 3 clusters Score -5388250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5388260.500000 Penalty: 3498.770752
	Iteration 84Q: 3 clusters Score -5388260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -5388273.500000 Penalty: 3498.770752
	Iteration 85Q: 3 clusters Score -5388274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -5388278.000000 Penalty: 3498.770752
	Iteration 86Q: 3 clusters Score -5388278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5388275.500000 Penalty: 3498.770752
	Iteration 87Q: 3 clusters Score -5388276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -5388274.000000 Penalty: 3498.770752
	Iteration 88Q: 3 clusters Score -5388274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5388268.000000 Penalty: 3498.770752
	Iteration 89Q: 3 clusters Score -5388268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5388269.500000 Penalty: 3498.770752
	Iteration 90Q: 3 clusters Score -5388270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -5388266.000000 Penalty: 3498.770752
	Iteration 91Q: 3 clusters Score -5388266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -5388274.000000 Penalty: 3498.770752
	Iteration 92Q: 3 clusters Score -5388274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5388276.000000 Penalty: 3498.770752
	Iteration 93Q: 3 clusters Score -5388276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5388280.500000 Penalty: 3498.770752
	Iteration 94Q: 3 clusters Score -5388280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5388284.000000 Penalty: 3498.770752
	Iteration 95Q: 3 clusters Score -5388284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5388286.500000 Penalty: 3498.770752
	Iteration 96Q: 3 clusters Score -5388286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5388300.000000 Penalty: 3498.770752
	Iteration 97Q: 3 clusters Score -5388300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -5388297.000000 Penalty: 3498.770752
	Iteration 98Q: 3 clusters Score -5388297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5388298.000000 Penalty: 3498.770752
	Iteration 99Q: 3 clusters Score -5388298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -5388293.000000 Penalty: 3498.770752
	Iteration 100F: 3 clusters Score -5388293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5388295.000000 Penalty: 3498.770752
	Iteration 101Q: 3 clusters Score -5388295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5388305.000000 Penalty: 3498.770752
	Iteration 102Q: 3 clusters Score -5388305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5388308.000000 Penalty: 3498.770752
	Iteration 103Q: 3 clusters Score -5388308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -5388310.000000 Penalty: 3498.770752
	Iteration 104Q: 3 clusters Score -5388310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5388313.000000 Penalty: 3498.770752
	Iteration 105Q: 3 clusters Score -5388313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5388316.500000 Penalty: 3498.770752
	Iteration 106Q: 3 clusters Score -5388316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5388309.500000 Penalty: 3498.770752
	Iteration 107Q: 3 clusters Score -5388310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5388314.000000 Penalty: 3498.770752
	Iteration 108Q: 3 clusters Score -5388314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5388317.500000 Penalty: 3498.770752
	Iteration 109Q: 3 clusters Score -5388318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -5388324.500000 Penalty: 3498.770752
	Iteration 110Q: 3 clusters Score -5388324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -5388326.500000 Penalty: 3498.770752
	Iteration 111Q: 3 clusters Score -5388326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5388328.500000 Penalty: 3498.770752
	Iteration 112Q: 3 clusters Score -5388328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5388325.000000 Penalty: 3498.770752
	Iteration 113Q: 3 clusters Score -5388325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5388323.500000 Penalty: 3498.770752
	Iteration 114Q: 3 clusters Score -5388324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5388323.500000 Penalty: 3498.770752
	Iteration 115F: 3 clusters Score -5388324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -14647.933594 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -14647.93 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 82 members 
Entering Unmasked Estep 
Score: -14020.863281 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -14020.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14084.267578 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -14084.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14103.605469 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -14103.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14124.177734 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -14124.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14141.543945 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -14141.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14143.334961 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -14143.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14143.334961 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -14143.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -259398.078125 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -259398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257137.468750 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -257137.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257567.609375 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -257567.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257650.796875 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -257650.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257696.500000 Penalty: 2515.008545
	Iteration 3Q: 3 clusters Score -257696.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257728.093750 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -257728.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257747.796875 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -257747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257758.750000 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -257758.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257769.828125 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -257769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -257775.718750 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -257775.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257780.921875 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -257780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257785.453125 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -257785.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -257790.625000 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -257790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257794.500000 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -257794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257797.796875 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -257797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -257799.093750 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -257799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257801.781250 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -257801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257803.468750 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -257803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257805.765625 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -257805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257809.984375 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -257810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257813.921875 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -257813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257817.515625 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -257817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257821.328125 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -257821.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257824.890625 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -257824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257826.468750 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -257826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257827.015625 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -257827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257828.484375 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -257828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257830.203125 Penalty: 2515.008545
	Iteration 26Q: 3 clusters Score -257830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257831.843750 Penalty: 2515.008545
	Iteration 27Q: 3 clusters Score -257831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257832.546875 Penalty: 2515.008545
	Iteration 28Q: 3 clusters Score -257832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257834.296875 Penalty: 2515.008545
	Iteration 29Q: 3 clusters Score -257834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257837.031250 Penalty: 2515.008545
	Iteration 30Q: 3 clusters Score -257837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257838.796875 Penalty: 2515.008545
	Iteration 31Q: 3 clusters Score -257838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257839.703125 Penalty: 2515.008545
	Iteration 32Q: 3 clusters Score -257839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257840.375000 Penalty: 2515.008545
	Iteration 33Q: 3 clusters Score -257840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257841.953125 Penalty: 2515.008545
	Iteration 34Q: 3 clusters Score -257842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257841.718750 Penalty: 2515.008545
	Iteration 35Q: 3 clusters Score -257841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257843.156250 Penalty: 2515.008545
	Iteration 36Q: 3 clusters Score -257843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257844.562500 Penalty: 2515.008545
	Iteration 37Q: 3 clusters Score -257844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257845.656250 Penalty: 2515.008545
	Iteration 38Q: 3 clusters Score -257845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -257846.828125 Penalty: 2515.008545
	Iteration 39Q: 3 clusters Score -257846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257848.140625 Penalty: 2515.008545
	Iteration 40F: 3 clusters Score -257848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257849.109375 Penalty: 2515.008545
	Iteration 41Q: 3 clusters Score -257849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257850.515625 Penalty: 2515.008545
	Iteration 42Q: 3 clusters Score -257850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257854.515625 Penalty: 2515.008545
	Iteration 43Q: 3 clusters Score -257854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257856.109375 Penalty: 2515.008545
	Iteration 44Q: 3 clusters Score -257856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257856.593750 Penalty: 2515.008545
	Iteration 45Q: 3 clusters Score -257856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257857.640625 Penalty: 2515.008545
	Iteration 46Q: 3 clusters Score -257857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257860.000000 Penalty: 2515.008545
	Iteration 47Q: 3 clusters Score -257860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257862.687500 Penalty: 2515.008545
	Iteration 48Q: 3 clusters Score -257862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257863.937500 Penalty: 2515.008545
	Iteration 49Q: 3 clusters Score -257863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257865.296875 Penalty: 2515.008545
	Iteration 50Q: 3 clusters Score -257865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257866.906250 Penalty: 2515.008545
	Iteration 51Q: 3 clusters Score -257866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257869.000000 Penalty: 2515.008545
	Iteration 52Q: 3 clusters Score -257869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257872.375000 Penalty: 2515.008545
	Iteration 53Q: 3 clusters Score -257872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257877.125000 Penalty: 2515.008545
	Iteration 54Q: 3 clusters Score -257877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -257878.703125 Penalty: 2515.008545
	Iteration 55Q: 3 clusters Score -257878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257880.484375 Penalty: 2515.008545
	Iteration 56Q: 3 clusters Score -257880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257882.734375 Penalty: 2515.008545
	Iteration 57Q: 3 clusters Score -257882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257884.750000 Penalty: 2515.008545
	Iteration 58Q: 3 clusters Score -257884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257886.640625 Penalty: 2515.008545
	Iteration 59Q: 3 clusters Score -257886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257888.953125 Penalty: 2515.008545
	Iteration 60F: 3 clusters Score -257889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -257890.671875 Penalty: 2515.008545
	Iteration 61Q: 3 clusters Score -257890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257891.546875 Penalty: 2515.008545
	Iteration 62Q: 3 clusters Score -257891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -257892.015625 Penalty: 2515.008545
	Iteration 63Q: 3 clusters Score -257892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -257892.796875 Penalty: 2515.008545
	Iteration 64Q: 3 clusters Score -257892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -257892.796875 Penalty: 2515.008545
	Iteration 65F: 3 clusters Score -257892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -241051.609375 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -241051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -238804.359375 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -238804.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -239284.031250 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -239284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -239404.125000 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -239404.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -239478.812500 Penalty: 2506.544189
	Iteration 3Q: 3 clusters Score -239478.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239529.437500 Penalty: 2506.544189
	Iteration 4Q: 3 clusters Score -239529.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239567.812500 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -239567.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -239597.046875 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -239597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -239616.843750 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -239616.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -239634.796875 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -239634.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239649.078125 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -239649.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -239665.390625 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -239665.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -239678.765625 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -239678.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -239701.140625 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -239701.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -239742.218750 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -239742.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -239808.656250 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -239808.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -239898.515625 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -239898.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -239988.937500 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -239988.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -240089.578125 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -240089.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -240215.828125 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -240215.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240367.671875 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -240367.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -240610.265625 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -240610.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -240840.906250 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -240840.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -240953.359375 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -240953.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240977.546875 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -240977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -240979.500000 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -240979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240979.750000 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -240979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240979.750000 Penalty: 2506.544189
	Iteration 26F: 3 clusters Score -240979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Entering Unmasked Estep 
Score: -16413395.000000 Penalty: 1931.703979
	Iteration 0F: 2 clusters Score -1.64134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -16318426.000000 Penalty: 3863.407959
	Iteration 0F: 3 clusters Score -1.631843e+07 nChanged 70123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -16359174.000000 Penalty: 3863.407959
	Iteration 1F: 3 clusters Score -1.635917e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -16360040.000000 Penalty: 3863.407959
	Iteration 2Q: 3 clusters Score -1.636004e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -16361175.000000 Penalty: 3863.407959
	Iteration 3Q: 3 clusters Score -1.636118e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -16362896.000000 Penalty: 3863.407959
	Iteration 4Q: 3 clusters Score -1.63629e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -16365663.000000 Penalty: 3863.407959
	Iteration 5Q: 3 clusters Score -1.636566e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -16370404.000000 Penalty: 3863.407959
	Iteration 6F: 3 clusters Score -1.63704e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -16377906.000000 Penalty: 3863.407959
	Iteration 7F: 3 clusters Score -1.637791e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -16388007.000000 Penalty: 3863.407959
	Iteration 8F: 3 clusters Score -1.638801e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -16397984.000000 Penalty: 3863.407959
	Iteration 9F: 3 clusters Score -1.639798e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 136912 members 
Entering Unmasked Estep 
Score: -16405006.000000 Penalty: 3863.407959
	Iteration 10F: 3 clusters Score -1.640501e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -16408644.000000 Penalty: 3863.407959
	Iteration 11Q: 3 clusters Score -1.640864e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -16410280.000000 Penalty: 3863.407959
	Iteration 12Q: 3 clusters Score -1.641028e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -16410975.000000 Penalty: 3863.407959
	Iteration 13Q: 3 clusters Score -1.641098e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -16411330.000000 Penalty: 3863.407959
	Iteration 14Q: 3 clusters Score -1.641133e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -16411479.000000 Penalty: 3863.407959
	Iteration 15Q: 3 clusters Score -1.641148e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -16411577.000000 Penalty: 3863.407959
	Iteration 16Q: 3 clusters Score -1.641158e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 144476 members 
Entering Unmasked Estep 
Score: -16411653.000000 Penalty: 3863.407959
	Iteration 17Q: 3 clusters Score -1.641165e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -16411693.000000 Penalty: 3863.407959
	Iteration 18Q: 3 clusters Score -1.641169e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 144561 members 
Entering Unmasked Estep 
Score: -16411717.000000 Penalty: 3863.407959
	Iteration 19Q: 3 clusters Score -1.641172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -16411756.000000 Penalty: 3863.407959
	Iteration 20F: 3 clusters Score -1.641176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -16411778.000000 Penalty: 3863.407959
	Iteration 21Q: 3 clusters Score -1.641178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -16411770.000000 Penalty: 3863.407959
	Iteration 22Q: 3 clusters Score -1.641177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -16411771.000000 Penalty: 3863.407959
	Iteration 23Q: 3 clusters Score -1.641177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -16411785.000000 Penalty: 3863.407959
	Iteration 24Q: 3 clusters Score -1.641178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -16411794.000000 Penalty: 3863.407959
	Iteration 25Q: 3 clusters Score -1.641179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -16411786.000000 Penalty: 3863.407959
	Iteration 26Q: 3 clusters Score -1.641179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -16411799.000000 Penalty: 3863.407959
	Iteration 27Q: 3 clusters Score -1.64118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 144658 members 
Entering Unmasked Estep 
Score: -16411830.000000 Penalty: 3863.407959
	Iteration 28Q: 3 clusters Score -1.641183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -16411826.000000 Penalty: 3863.407959
	Iteration 29Q: 3 clusters Score -1.641183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 144663 members 
Entering Unmasked Estep 
Score: -16411824.000000 Penalty: 3863.407959
	Iteration 30Q: 3 clusters Score -1.641182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -16411835.000000 Penalty: 3863.407959
	Iteration 31Q: 3 clusters Score -1.641184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -16411821.000000 Penalty: 3863.407959
	Iteration 32Q: 3 clusters Score -1.641182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -16411820.000000 Penalty: 3863.407959
	Iteration 33Q: 3 clusters Score -1.641182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 144677 members 
Entering Unmasked Estep 
Score: -16411818.000000 Penalty: 3863.407959
	Iteration 34Q: 3 clusters Score -1.641182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -16411816.000000 Penalty: 3863.407959
	Iteration 35Q: 3 clusters Score -1.641182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -16411812.000000 Penalty: 3863.407959
	Iteration 36Q: 3 clusters Score -1.641181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -16411815.000000 Penalty: 3863.407959
	Iteration 37Q: 3 clusters Score -1.641182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -16411820.000000 Penalty: 3863.407959
	Iteration 38Q: 3 clusters Score -1.641182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -16411817.000000 Penalty: 3863.407959
	Iteration 39Q: 3 clusters Score -1.641182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -16411812.000000 Penalty: 3863.407959
	Iteration 40F: 3 clusters Score -1.641181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -16411806.000000 Penalty: 3863.407959
	Iteration 41Q: 3 clusters Score -1.641181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -16411813.000000 Penalty: 3863.407959
	Iteration 42Q: 3 clusters Score -1.641181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -16411808.000000 Penalty: 3863.407959
	Iteration 43Q: 3 clusters Score -1.641181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 144705 members 
Entering Unmasked Estep 
Score: -16411805.000000 Penalty: 3863.407959
	Iteration 44Q: 3 clusters Score -1.64118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -16411800.000000 Penalty: 3863.407959
	Iteration 45Q: 3 clusters Score -1.64118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -16411800.000000 Penalty: 3863.407959
	Iteration 46Q: 3 clusters Score -1.64118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -16411800.000000 Penalty: 3863.407959
	Iteration 47F: 3 clusters Score -1.64118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1357606.500000 Penalty: 1524.400635
	Iteration 0F: 2 clusters Score -1357606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1349239.625000 Penalty: 3048.801270
	Iteration 0F: 3 clusters Score -1349240 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1351924.875000 Penalty: 3048.801270
	Iteration 1F: 3 clusters Score -1351925 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1352251.000000 Penalty: 3048.801270
	Iteration 2F: 3 clusters Score -1352251 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1352574.625000 Penalty: 3048.801270
	Iteration 3F: 3 clusters Score -1352575 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1352934.750000 Penalty: 3048.801270
	Iteration 4F: 3 clusters Score -1352935 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1353364.500000 Penalty: 3048.801270
	Iteration 5F: 3 clusters Score -1353364 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1353904.625000 Penalty: 3048.801270
	Iteration 6F: 3 clusters Score -1353905 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1354494.375000 Penalty: 3048.801270
	Iteration 7F: 3 clusters Score -1354494 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1355052.375000 Penalty: 3048.801270
	Iteration 8F: 3 clusters Score -1355052 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1355516.250000 Penalty: 3048.801270
	Iteration 9Q: 3 clusters Score -1355516 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1355837.875000 Penalty: 3048.801270
	Iteration 10Q: 3 clusters Score -1355838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1356021.500000 Penalty: 3048.801270
	Iteration 11Q: 3 clusters Score -1356022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1356140.750000 Penalty: 3048.801270
	Iteration 12Q: 3 clusters Score -1356141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1356203.875000 Penalty: 3048.801270
	Iteration 13Q: 3 clusters Score -1356204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1356237.375000 Penalty: 3048.801270
	Iteration 14Q: 3 clusters Score -1356237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1356252.500000 Penalty: 3048.801270
	Iteration 15Q: 3 clusters Score -1356252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1356271.125000 Penalty: 3048.801270
	Iteration 16Q: 3 clusters Score -1356271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1356278.125000 Penalty: 3048.801270
	Iteration 17Q: 3 clusters Score -1356278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1356281.500000 Penalty: 3048.801270
	Iteration 18Q: 3 clusters Score -1356282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1356286.750000 Penalty: 3048.801270
	Iteration 19Q: 3 clusters Score -1356287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1356292.250000 Penalty: 3048.801270
	Iteration 20F: 3 clusters Score -1356292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1356298.625000 Penalty: 3048.801270
	Iteration 21Q: 3 clusters Score -1356299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1356300.750000 Penalty: 3048.801270
	Iteration 22Q: 3 clusters Score -1356301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1356303.500000 Penalty: 3048.801270
	Iteration 23Q: 3 clusters Score -1356304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1356304.500000 Penalty: 3048.801270
	Iteration 24Q: 3 clusters Score -1356304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1356305.375000 Penalty: 3048.801270
	Iteration 25Q: 3 clusters Score -1356305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1356307.625000 Penalty: 3048.801270
	Iteration 26Q: 3 clusters Score -1356308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1356309.625000 Penalty: 3048.801270
	Iteration 27Q: 3 clusters Score -1356310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1356309.625000 Penalty: 3048.801270
	Iteration 28F: 3 clusters Score -1356310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Entering Unmasked Estep 
Score: -3574000.500000 Penalty: 1687.374512
	Iteration 0F: 2 clusters Score -3574000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3552286.500000 Penalty: 3374.749023
	Iteration 0F: 3 clusters Score -3552286 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3560284.000000 Penalty: 3374.749023
	Iteration 1F: 3 clusters Score -3560284 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3560616.250000 Penalty: 3374.749023
	Iteration 2Q: 3 clusters Score -3560616 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3560912.250000 Penalty: 3374.749023
	Iteration 3Q: 3 clusters Score -3560912 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3561149.250000 Penalty: 3374.749023
	Iteration 4Q: 3 clusters Score -3561149 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3561361.000000 Penalty: 3374.749023
	Iteration 5Q: 3 clusters Score -3561361 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3561616.500000 Penalty: 3374.749023
	Iteration 6Q: 3 clusters Score -3561616 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3561869.500000 Penalty: 3374.749023
	Iteration 7Q: 3 clusters Score -3561870 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3562168.500000 Penalty: 3374.749023
	Iteration 8Q: 3 clusters Score -3562168 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3562558.250000 Penalty: 3374.749023
	Iteration 9Q: 3 clusters Score -3562558 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3563095.250000 Penalty: 3374.749023
	Iteration 10Q: 3 clusters Score -3563095 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3563953.500000 Penalty: 3374.749023
	Iteration 11Q: 3 clusters Score -3563954 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3565257.250000 Penalty: 3374.749023
	Iteration 12F: 3 clusters Score -3565257 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3566993.250000 Penalty: 3374.749023
	Iteration 13F: 3 clusters Score -3566993 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3568537.750000 Penalty: 3374.749023
	Iteration 14F: 3 clusters Score -3568538 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3569689.000000 Penalty: 3374.749023
	Iteration 15Q: 3 clusters Score -3569689 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3570417.500000 Penalty: 3374.749023
	Iteration 16Q: 3 clusters Score -3570418 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3570944.250000 Penalty: 3374.749023
	Iteration 17Q: 3 clusters Score -3570944 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3571399.500000 Penalty: 3374.749023
	Iteration 18Q: 3 clusters Score -3571400 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3571754.250000 Penalty: 3374.749023
	Iteration 19Q: 3 clusters Score -3571754 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3571987.250000 Penalty: 3374.749023
	Iteration 20F: 3 clusters Score -3571987 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3572155.750000 Penalty: 3374.749023
	Iteration 21Q: 3 clusters Score -3572156 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3572281.500000 Penalty: 3374.749023
	Iteration 22Q: 3 clusters Score -3572282 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3572383.000000 Penalty: 3374.749023
	Iteration 23Q: 3 clusters Score -3572383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3572455.250000 Penalty: 3374.749023
	Iteration 24Q: 3 clusters Score -3572455 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -3572496.750000 Penalty: 3374.749023
	Iteration 25Q: 3 clusters Score -3572497 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3572557.500000 Penalty: 3374.749023
	Iteration 26Q: 3 clusters Score -3572558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3572576.250000 Penalty: 3374.749023
	Iteration 27Q: 3 clusters Score -3572576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3572600.000000 Penalty: 3374.749023
	Iteration 28Q: 3 clusters Score -3572600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3572619.750000 Penalty: 3374.749023
	Iteration 29Q: 3 clusters Score -3572620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3572631.500000 Penalty: 3374.749023
	Iteration 30Q: 3 clusters Score -3572632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3572645.500000 Penalty: 3374.749023
	Iteration 31Q: 3 clusters Score -3572646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3572654.250000 Penalty: 3374.749023
	Iteration 32Q: 3 clusters Score -3572654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3572660.750000 Penalty: 3374.749023
	Iteration 33Q: 3 clusters Score -3572661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3572669.250000 Penalty: 3374.749023
	Iteration 34Q: 3 clusters Score -3572669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3572665.500000 Penalty: 3374.749023
	Iteration 35Q: 3 clusters Score -3572666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3572676.750000 Penalty: 3374.749023
	Iteration 36Q: 3 clusters Score -3572677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3572685.750000 Penalty: 3374.749023
	Iteration 37Q: 3 clusters Score -3572686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3572686.250000 Penalty: 3374.749023
	Iteration 38Q: 3 clusters Score -3572686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3572695.250000 Penalty: 3374.749023
	Iteration 39Q: 3 clusters Score -3572695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3572690.250000 Penalty: 3374.749023
	Iteration 40F: 3 clusters Score -3572690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3572698.250000 Penalty: 3374.749023
	Iteration 41Q: 3 clusters Score -3572698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3572701.500000 Penalty: 3374.749023
	Iteration 42Q: 3 clusters Score -3572702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3572697.000000 Penalty: 3374.749023
	Iteration 43Q: 3 clusters Score -3572697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3572696.750000 Penalty: 3374.749023
	Iteration 44Q: 3 clusters Score -3572697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3572698.750000 Penalty: 3374.749023
	Iteration 45Q: 3 clusters Score -3572699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3572698.750000 Penalty: 3374.749023
	Iteration 46F: 3 clusters Score -3572699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Entering Unmasked Estep 
Score: -7573309.000000 Penalty: 1804.611694
	Iteration 0F: 2 clusters Score -7573309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7528750.000000 Penalty: 3609.223389
	Iteration 0F: 3 clusters Score -7528750 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -7546667.000000 Penalty: 3609.223389
	Iteration 1F: 3 clusters Score -7546667 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -7547017.000000 Penalty: 3609.223389
	Iteration 2Q: 3 clusters Score -7547017 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -7547384.000000 Penalty: 3609.223389
	Iteration 3Q: 3 clusters Score -7547384 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -7547720.500000 Penalty: 3609.223389
	Iteration 4Q: 3 clusters Score -7547720 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -7548256.500000 Penalty: 3609.223389
	Iteration 5Q: 3 clusters Score -7548256 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -7549158.500000 Penalty: 3609.223389
	Iteration 6Q: 3 clusters Score -7549158 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -7550734.500000 Penalty: 3609.223389
	Iteration 7Q: 3 clusters Score -7550734 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -7553362.500000 Penalty: 3609.223389
	Iteration 8F: 3 clusters Score -7553362 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -7557684.000000 Penalty: 3609.223389
	Iteration 9F: 3 clusters Score -7557684 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -7562856.500000 Penalty: 3609.223389
	Iteration 10F: 3 clusters Score -7562856 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7567308.500000 Penalty: 3609.223389
	Iteration 11F: 3 clusters Score -7567308 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7569978.000000 Penalty: 3609.223389
	Iteration 12Q: 3 clusters Score -7569978 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7571016.500000 Penalty: 3609.223389
	Iteration 13Q: 3 clusters Score -7571016 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7571390.000000 Penalty: 3609.223389
	Iteration 14Q: 3 clusters Score -7571390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7571530.500000 Penalty: 3609.223389
	Iteration 15Q: 3 clusters Score -7571530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7571591.500000 Penalty: 3609.223389
	Iteration 16Q: 3 clusters Score -7571592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7571615.000000 Penalty: 3609.223389
	Iteration 17Q: 3 clusters Score -7571615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7571645.000000 Penalty: 3609.223389
	Iteration 18Q: 3 clusters Score -7571645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7571658.500000 Penalty: 3609.223389
	Iteration 19Q: 3 clusters Score -7571658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7571672.500000 Penalty: 3609.223389
	Iteration 20F: 3 clusters Score -7571672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7571686.000000 Penalty: 3609.223389
	Iteration 21Q: 3 clusters Score -7571686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7571688.500000 Penalty: 3609.223389
	Iteration 22Q: 3 clusters Score -7571688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7571700.000000 Penalty: 3609.223389
	Iteration 23Q: 3 clusters Score -7571700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7571699.000000 Penalty: 3609.223389
	Iteration 24Q: 3 clusters Score -7571699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7571700.000000 Penalty: 3609.223389
	Iteration 25Q: 3 clusters Score -7571700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7571696.500000 Penalty: 3609.223389
	Iteration 26Q: 3 clusters Score -7571696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7571696.500000 Penalty: 3609.223389
	Iteration 27F: 3 clusters Score -7571696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (131653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Entering Unmasked Estep 
Score: -14783128.000000 Penalty: 1915.537720
	Iteration 0F: 2 clusters Score -1.478313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -14697034.000000 Penalty: 3831.075439
	Iteration 0F: 3 clusters Score -1.469703e+07 nChanged 63517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -14735538.000000 Penalty: 3831.075439
	Iteration 1F: 3 clusters Score -1.473554e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -14737554.000000 Penalty: 3831.075439
	Iteration 2Q: 3 clusters Score -1.473755e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -14740349.000000 Penalty: 3831.075439
	Iteration 3Q: 3 clusters Score -1.474035e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -14744641.000000 Penalty: 3831.075439
	Iteration 4F: 3 clusters Score -1.474464e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -14750766.000000 Penalty: 3831.075439
	Iteration 5F: 3 clusters Score -1.475077e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -14757966.000000 Penalty: 3831.075439
	Iteration 6F: 3 clusters Score -1.475797e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -14763986.000000 Penalty: 3831.075439
	Iteration 7F: 3 clusters Score -1.476399e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -14767511.000000 Penalty: 3831.075439
	Iteration 8Q: 3 clusters Score -1.476751e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -14769107.000000 Penalty: 3831.075439
	Iteration 9Q: 3 clusters Score -1.476911e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -14769877.000000 Penalty: 3831.075439
	Iteration 10Q: 3 clusters Score -1.476988e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -14770400.000000 Penalty: 3831.075439
	Iteration 11Q: 3 clusters Score -1.47704e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -14771023.000000 Penalty: 3831.075439
	Iteration 12Q: 3 clusters Score -1.477102e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -14771682.000000 Penalty: 3831.075439
	Iteration 13Q: 3 clusters Score -1.477168e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102391 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -14772189.000000 Penalty: 3831.075439
	Iteration 14Q: 3 clusters Score -1.477219e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -14772741.000000 Penalty: 3831.075439
	Iteration 15Q: 3 clusters Score -1.477274e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -14773340.000000 Penalty: 3831.075439
	Iteration 16Q: 3 clusters Score -1.477334e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -14773943.000000 Penalty: 3831.075439
	Iteration 17Q: 3 clusters Score -1.477394e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -14774692.000000 Penalty: 3831.075439
	Iteration 18Q: 3 clusters Score -1.477469e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111363 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -14775405.000000 Penalty: 3831.075439
	Iteration 19Q: 3 clusters Score -1.47754e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -14776099.000000 Penalty: 3831.075439
	Iteration 20F: 3 clusters Score -1.47761e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -14776826.000000 Penalty: 3831.075439
	Iteration 21Q: 3 clusters Score -1.477683e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -14777422.000000 Penalty: 3831.075439
	Iteration 22Q: 3 clusters Score -1.477742e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -14778037.000000 Penalty: 3831.075439
	Iteration 23Q: 3 clusters Score -1.477804e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -14778618.000000 Penalty: 3831.075439
	Iteration 24Q: 3 clusters Score -1.477862e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -14779134.000000 Penalty: 3831.075439
	Iteration 25Q: 3 clusters Score -1.477913e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -14779569.000000 Penalty: 3831.075439
	Iteration 26Q: 3 clusters Score -1.477957e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -14780042.000000 Penalty: 3831.075439
	Iteration 27Q: 3 clusters Score -1.478004e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -14780368.000000 Penalty: 3831.075439
	Iteration 28Q: 3 clusters Score -1.478037e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -14780668.000000 Penalty: 3831.075439
	Iteration 29Q: 3 clusters Score -1.478067e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -14780921.000000 Penalty: 3831.075439
	Iteration 30Q: 3 clusters Score -1.478092e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -14781125.000000 Penalty: 3831.075439
	Iteration 31Q: 3 clusters Score -1.478112e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125991 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -14781270.000000 Penalty: 3831.075439
	Iteration 32Q: 3 clusters Score -1.478127e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -14781336.000000 Penalty: 3831.075439
	Iteration 33Q: 3 clusters Score -1.478134e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -14781491.000000 Penalty: 3831.075439
	Iteration 34Q: 3 clusters Score -1.478149e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -14781571.000000 Penalty: 3831.075439
	Iteration 35Q: 3 clusters Score -1.478157e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -14781707.000000 Penalty: 3831.075439
	Iteration 36Q: 3 clusters Score -1.478171e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -14781799.000000 Penalty: 3831.075439
	Iteration 37Q: 3 clusters Score -1.47818e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128043 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -14781876.000000 Penalty: 3831.075439
	Iteration 38Q: 3 clusters Score -1.478188e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -14781916.000000 Penalty: 3831.075439
	Iteration 39Q: 3 clusters Score -1.478192e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14781963.000000 Penalty: 3831.075439
	Iteration 40F: 3 clusters Score -1.478196e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128555 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -14782022.000000 Penalty: 3831.075439
	Iteration 41Q: 3 clusters Score -1.478202e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14782036.000000 Penalty: 3831.075439
	Iteration 42Q: 3 clusters Score -1.478204e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -14782076.000000 Penalty: 3831.075439
	Iteration 43Q: 3 clusters Score -1.478208e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -14782103.000000 Penalty: 3831.075439
	Iteration 44Q: 3 clusters Score -1.47821e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14782114.000000 Penalty: 3831.075439
	Iteration 45Q: 3 clusters Score -1.478211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -14782104.000000 Penalty: 3831.075439
	Iteration 46Q: 3 clusters Score -1.47821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -14782115.000000 Penalty: 3831.075439
	Iteration 47Q: 3 clusters Score -1.478212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14782137.000000 Penalty: 3831.075439
	Iteration 48Q: 3 clusters Score -1.478214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129136 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -14782121.000000 Penalty: 3831.075439
	Iteration 49Q: 3 clusters Score -1.478212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14782143.000000 Penalty: 3831.075439
	Iteration 50Q: 3 clusters Score -1.478214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -14782129.000000 Penalty: 3831.075439
	Iteration 51Q: 3 clusters Score -1.478213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -14782125.000000 Penalty: 3831.075439
	Iteration 52Q: 3 clusters Score -1.478212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -14782137.000000 Penalty: 3831.075439
	Iteration 53Q: 3 clusters Score -1.478214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129266 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14782136.000000 Penalty: 3831.075439
	Iteration 54Q: 3 clusters Score -1.478214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -14782143.000000 Penalty: 3831.075439
	Iteration 55Q: 3 clusters Score -1.478214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129302 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14782140.000000 Penalty: 3831.075439
	Iteration 56Q: 3 clusters Score -1.478214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129322 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -14782145.000000 Penalty: 3831.075439
	Iteration 57Q: 3 clusters Score -1.478214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14782139.000000 Penalty: 3831.075439
	Iteration 58Q: 3 clusters Score -1.478214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14782150.000000 Penalty: 3831.075439
	Iteration 59Q: 3 clusters Score -1.478215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14782164.000000 Penalty: 3831.075439
	Iteration 60F: 3 clusters Score -1.478216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14782169.000000 Penalty: 3831.075439
	Iteration 61Q: 3 clusters Score -1.478217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14782181.000000 Penalty: 3831.075439
	Iteration 62Q: 3 clusters Score -1.478218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14782182.000000 Penalty: 3831.075439
	Iteration 63Q: 3 clusters Score -1.478218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14782182.000000 Penalty: 3831.075439
	Iteration 64Q: 3 clusters Score -1.478218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14782182.000000 Penalty: 3831.075439
	Iteration 65Q: 3 clusters Score -1.478218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14782193.000000 Penalty: 3831.075439
	Iteration 66Q: 3 clusters Score -1.478219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14782202.000000 Penalty: 3831.075439
	Iteration 67Q: 3 clusters Score -1.47822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14782196.000000 Penalty: 3831.075439
	Iteration 68Q: 3 clusters Score -1.47822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -14782199.000000 Penalty: 3831.075439
	Iteration 69Q: 3 clusters Score -1.47822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -14782199.000000 Penalty: 3831.075439
	Iteration 70F: 3 clusters Score -1.47822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Entering Unmasked Estep 
Score: -5077237.000000 Penalty: 1739.383057
	Iteration 0F: 2 clusters Score -5077237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5047515.500000 Penalty: 3478.766113
	Iteration 0F: 3 clusters Score -5047516 nChanged 20807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5059211.500000 Penalty: 3478.766113
	Iteration 1F: 3 clusters Score -5059212 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5059702 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5060329 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5060986 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5061774 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5062756 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5064074 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5065836 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5067664.500000 Penalty: 3478.766113
	Iteration 9F: 3 clusters Score -5067664 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5068966 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5069676 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -5070102.000000 Penalty: 3478.766113
	Iteration 12Q: 3 clusters Score -5070102 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5070364.500000 Penalty: 3478.766113
	Iteration 13Q: 3 clusters Score -5070364 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5070594 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5070786 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5070976 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5071155 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5071319.000000 Penalty: 3478.766113
	Iteration 18Q: 3 clusters Score -5071319 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5071474 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5071633.000000 Penalty: 3478.766113
	Iteration 20F: 3 clusters Score -5071633 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5071740 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5071845.500000 Penalty: 3478.766113
	Iteration 22Q: 3 clusters Score -5071846 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5071969.000000 Penalty: 3478.766113
	Iteration 23Q: 3 clusters Score -5071969 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5072048.000000 Penalty: 3478.766113
	Iteration 24Q: 3 clusters Score -5072048 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5072126 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5072191.000000 Penalty: 3478.766113
	Iteration 26Q: 3 clusters Score -5072191 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -5072239.500000 Penalty: 3478.766113
	Iteration 27Q: 3 clusters Score -5072240 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -5072307.000000 Penalty: 3478.766113
	Iteration 28Q: 3 clusters Score -5072307 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5072368 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5072403.000000 Penalty: 3478.766113
	Iteration 30Q: 3 clusters Score -5072403 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5072446 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5072486 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5072510 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5072582 nChanged 291
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Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5072633 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5072675 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5072729 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5072784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5072858 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5072920 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5072961 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5073022.500000 Penalty: 3478.766113
	Iteration 42Q: 3 clusters Score -5073022 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5073086 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5073132 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -5073196.000000 Penalty: 3478.766113
	Iteration 45Q: 3 clusters Score -5073196 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5073270 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5073345.500000 Penalty: 3478.766113
	Iteration 47Q: 3 clusters Score -5073346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5073434 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5073504.500000 Penalty: 3478.766113
	Iteration 49Q: 3 clusters Score -5073504 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5073555.500000 Penalty: 3478.766113
	Iteration 50Q: 3 clusters Score -5073556 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5073639.500000 Penalty: 3478.766113
	Iteration 51Q: 3 clusters Score -5073640 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5073698 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5073785 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5073834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5073888 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -5073941.500000 Penalty: 3478.766113
	Iteration 56Q: 3 clusters Score -5073942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5074019.000000 Penalty: 3478.766113
	Iteration 57Q: 3 clusters Score -5074019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5074061.000000 Penalty: 3478.766113
	Iteration 58Q: 3 clusters Score -5074061 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5074110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5074168.500000 Penalty: 3478.766113
	Iteration 60F: 3 clusters Score -5074168 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5074238.500000 Penalty: 3478.766113
	Iteration 61Q: 3 clusters Score -5074238 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -5074294.000000 Penalty: 3478.766113
	Iteration 62Q: 3 clusters Score -5074294 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5074353.500000 Penalty: 3478.766113
	Iteration 63Q: 3 clusters Score -5074354 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5074405.000000 Penalty: 3478.766113
	Iteration 64Q: 3 clusters Score -5074405 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -5074459.000000 Penalty: 3478.766113
	Iteration 65Q: 3 clusters Score -5074459 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5074521.500000 Penalty: 3478.766113
	Iteration 66Q: 3 clusters Score -5074522 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5074574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5074634 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5074673.500000 Penalty: 3478.766113
	Iteration 69Q: 3 clusters Score -5074674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5074755.000000 Penalty: 3478.766113
	Iteration 70Q: 3 clusters Score -5074755 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5074831.500000 Penalty: 3478.766113
	Iteration 71Q: 3 clusters Score -5074832 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5074868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5074922.500000 Penalty: 3478.766113
	Iteration 73Q: 3 clusters Score -5074922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5074984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5075029.500000 Penalty: 3478.766113
	Iteration 75Q: 3 clusters Score -5075030 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5075058 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5075089 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5075123.500000 Penalty: 3478.766113
	Iteration 78Q: 3 clusters Score -5075124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5075150.000000 Penalty: 3478.766113
	Iteration 79Q: 3 clusters Score -5075150 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5075190.500000 Penalty: 3478.766113
	Iteration 80F: 3 clusters Score -5075190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5075245.500000 Penalty: 3478.766113
	Iteration 81Q: 3 clusters Score -5075246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5075300.000000 Penalty: 3478.766113
	Iteration 82Q: 3 clusters Score -5075300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5075340.000000 Penalty: 3478.766113
	Iteration 83Q: 3 clusters Score -5075340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5075360 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5075377 nChanged 97
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Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5075383.000000 Penalty: 3478.766113
	Iteration 86Q: 3 clusters Score -5075383 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5075402.000000 Penalty: 3478.766113
	Iteration 87Q: 3 clusters Score -5075402 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5075413.000000 Penalty: 3478.766113
	Iteration 88Q: 3 clusters Score -5075413 nChanged 65
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Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5075421.000000 Penalty: 3478.766113
	Iteration 89Q: 3 clusters Score -5075421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5075440 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5075445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5075453.000000 Penalty: 3478.766113
	Iteration 92Q: 3 clusters Score -5075453 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5075468.500000 Penalty: 3478.766113
	Iteration 93Q: 3 clusters Score -5075468 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5075486.000000 Penalty: 3478.766113
	Iteration 94Q: 3 clusters Score -5075486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5075489.500000 Penalty: 3478.766113
	Iteration 95Q: 3 clusters Score -5075490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5075504.000000 Penalty: 3478.766113
	Iteration 96Q: 3 clusters Score -5075504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5075508.500000 Penalty: 3478.766113
	Iteration 97Q: 3 clusters Score -5075508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5075521.000000 Penalty: 3478.766113
	Iteration 98Q: 3 clusters Score -5075521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5075531.500000 Penalty: 3478.766113
	Iteration 99Q: 3 clusters Score -5075532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5075543.500000 Penalty: 3478.766113
	Iteration 100F: 3 clusters Score -5075544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5075559.000000 Penalty: 3478.766113
	Iteration 101Q: 3 clusters Score -5075559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5075572.500000 Penalty: 3478.766113
	Iteration 102Q: 3 clusters Score -5075572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5075589.000000 Penalty: 3478.766113
	Iteration 103Q: 3 clusters Score -5075589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5075604.000000 Penalty: 3478.766113
	Iteration 104Q: 3 clusters Score -5075604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5075623.000000 Penalty: 3478.766113
	Iteration 105Q: 3 clusters Score -5075623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5075629.500000 Penalty: 3478.766113
	Iteration 106Q: 3 clusters Score -5075630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5075650.500000 Penalty: 3478.766113
	Iteration 107Q: 3 clusters Score -5075650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5075656.500000 Penalty: 3478.766113
	Iteration 108Q: 3 clusters Score -5075656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5075675.000000 Penalty: 3478.766113
	Iteration 109Q: 3 clusters Score -5075675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5075686.500000 Penalty: 3478.766113
	Iteration 110Q: 3 clusters Score -5075686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5075700.000000 Penalty: 3478.766113
	Iteration 111Q: 3 clusters Score -5075700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5075705.500000 Penalty: 3478.766113
	Iteration 112Q: 3 clusters Score -5075706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5075712.000000 Penalty: 3478.766113
	Iteration 113Q: 3 clusters Score -5075712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5075718.000000 Penalty: 3478.766113
	Iteration 114Q: 3 clusters Score -5075718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5075717.000000 Penalty: 3478.766113
	Iteration 115Q: 3 clusters Score -5075717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5075723.000000 Penalty: 3478.766113
	Iteration 116Q: 3 clusters Score -5075723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5075734.500000 Penalty: 3478.766113
	Iteration 117Q: 3 clusters Score -5075734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5075734.000000 Penalty: 3478.766113
	Iteration 118Q: 3 clusters Score -5075734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5075743.000000 Penalty: 3478.766113
	Iteration 119Q: 3 clusters Score -5075743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5075748.500000 Penalty: 3478.766113
	Iteration 120F: 3 clusters Score -5075748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5075748.500000 Penalty: 3478.766113
	Iteration 121Q: 3 clusters Score -5075748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5075755.000000 Penalty: 3478.766113
	Iteration 122Q: 3 clusters Score -5075755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5075751.500000 Penalty: 3478.766113
	Iteration 123Q: 3 clusters Score -5075752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5075749.500000 Penalty: 3478.766113
	Iteration 124Q: 3 clusters Score -5075750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5075759.500000 Penalty: 3478.766113
	Iteration 125Q: 3 clusters Score -5075760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5075762.500000 Penalty: 3478.766113
	Iteration 126Q: 3 clusters Score -5075762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5075767.500000 Penalty: 3478.766113
	Iteration 127Q: 3 clusters Score -5075768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5075779.000000 Penalty: 3478.766113
	Iteration 128Q: 3 clusters Score -5075779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5075776.000000 Penalty: 3478.766113
	Iteration 129Q: 3 clusters Score -5075776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5075773.000000 Penalty: 3478.766113
	Iteration 130Q: 3 clusters Score -5075773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5075773.500000 Penalty: 3478.766113
	Iteration 131Q: 3 clusters Score -5075774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5075775.000000 Penalty: 3478.766113
	Iteration 132Q: 3 clusters Score -5075775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5075773.000000 Penalty: 3478.766113
	Iteration 133Q: 3 clusters Score -5075773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5075769.500000 Penalty: 3478.766113
	Iteration 134Q: 3 clusters Score -5075770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5075771.000000 Penalty: 3478.766113
	Iteration 135Q: 3 clusters Score -5075771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5075771.000000 Penalty: 3478.766113
	Iteration 136F: 3 clusters Score -5075771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -222514.437500 Penalty: 1243.461426
	Iteration 0F: 2 clusters Score -222514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -220376.171875 Penalty: 2486.922852
	Iteration 0F: 3 clusters Score -220376.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220845.343750 Penalty: 2486.922852
	Iteration 1F: 3 clusters Score -220845.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220985.437500 Penalty: 2486.922852
	Iteration 2F: 3 clusters Score -220985.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221058.640625 Penalty: 2486.922852
	Iteration 3Q: 3 clusters Score -221058.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -221134.406250 Penalty: 2486.922852
	Iteration 4Q: 3 clusters Score -221134.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -221214.156250 Penalty: 2486.922852
	Iteration 5Q: 3 clusters Score -221214.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221332.781250 Penalty: 2486.922852
	Iteration 6Q: 3 clusters Score -221332.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -221490.703125 Penalty: 2486.922852
	Iteration 7F: 3 clusters Score -221490.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221617.140625 Penalty: 2486.922852
	Iteration 8F: 3 clusters Score -221617.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -221714.468750 Penalty: 2486.922852
	Iteration 9Q: 3 clusters Score -221714.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221790.750000 Penalty: 2486.922852
	Iteration 10Q: 3 clusters Score -221790.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221840.921875 Penalty: 2486.922852
	Iteration 11Q: 3 clusters Score -221840.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221874.796875 Penalty: 2486.922852
	Iteration 12Q: 3 clusters Score -221874.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -221895.796875 Penalty: 2486.922852
	Iteration 13Q: 3 clusters Score -221895.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221909.234375 Penalty: 2486.922852
	Iteration 14Q: 3 clusters Score -221909.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221917.078125 Penalty: 2486.922852
	Iteration 15Q: 3 clusters Score -221917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221925.125000 Penalty: 2486.922852
	Iteration 16Q: 3 clusters Score -221925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221932.843750 Penalty: 2486.922852
	Iteration 17Q: 3 clusters Score -221932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -221938.453125 Penalty: 2486.922852
	Iteration 18Q: 3 clusters Score -221938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221942.843750 Penalty: 2486.922852
	Iteration 19Q: 3 clusters Score -221942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221945.671875 Penalty: 2486.922852
	Iteration 20F: 3 clusters Score -221945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -221948.546875 Penalty: 2486.922852
	Iteration 21Q: 3 clusters Score -221948.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221951.484375 Penalty: 2486.922852
	Iteration 22Q: 3 clusters Score -221951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -221952.187500 Penalty: 2486.922852
	Iteration 23Q: 3 clusters Score -221952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -221953.343750 Penalty: 2486.922852
	Iteration 24Q: 3 clusters Score -221953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -221954.328125 Penalty: 2486.922852
	Iteration 25Q: 3 clusters Score -221954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -221954.796875 Penalty: 2486.922852
	Iteration 26Q: 3 clusters Score -221954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221955.531250 Penalty: 2486.922852
	Iteration 27Q: 3 clusters Score -221955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221955.531250 Penalty: 2486.922852
	Iteration 28F: 3 clusters Score -221955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47356 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 145424 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 32333 members 
Mstep: Class 18 contains 66523 members 
Mstep: Class 20 contains 131653 members 
Mstep: Class 23 contains 44529 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749460.000000 Penalty: 34528.816406
Iteration 159Q: 17 clusters Score -6.474946e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47326 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 145463 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 32332 members 
Mstep: Class 18 contains 66513 members 
Mstep: Class 20 contains 131539 members 
Mstep: Class 23 contains 44540 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749432.000000 Penalty: 34528.816406
Iteration 160F: 17 clusters Score -6.474943e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47300 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 145508 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 32318 members 
Mstep: Class 18 contains 66500 members 
Mstep: Class 20 contains 131447 members 
Mstep: Class 23 contains 44535 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749380.000000 Penalty: 34528.816406
Iteration 161Q: 17 clusters Score -6.474938e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6300 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47279 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 145521 members 
Mstep: Class 15 contains 12195 members 
Mstep: Class 16 contains 32306 members 
Mstep: Class 18 contains 66491 members 
Mstep: Class 20 contains 131366 members 
Mstep: Class 23 contains 44539 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749336.000000 Penalty: 34528.816406
Iteration 162Q: 17 clusters Score -6.474934e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47245 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 145539 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 32292 members 
Mstep: Class 18 contains 66478 members 
Mstep: Class 20 contains 131316 members 
Mstep: Class 23 contains 44534 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749336.000000 Penalty: 34528.816406
Iteration 163Q: 17 clusters Score -6.474934e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47217 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 145583 members 
Mstep: Class 15 contains 12404 members 
Mstep: Class 16 contains 32277 members 
Mstep: Class 18 contains 66463 members 
Mstep: Class 20 contains 131235 members 
Mstep: Class 23 contains 44528 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749268.000000 Penalty: 34528.816406
Iteration 164Q: 17 clusters Score -6.474927e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6286 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47185 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 145629 members 
Mstep: Class 15 contains 12505 members 
Mstep: Class 16 contains 32260 members 
Mstep: Class 18 contains 66450 members 
Mstep: Class 20 contains 131154 members 
Mstep: Class 23 contains 44538 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749284.000000 Penalty: 34528.816406
Iteration 165Q: 17 clusters Score -6.474928e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6279 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47156 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 145673 members 
Mstep: Class 15 contains 12606 members 
Mstep: Class 16 contains 32239 members 
Mstep: Class 18 contains 66440 members 
Mstep: Class 20 contains 131079 members 
Mstep: Class 23 contains 44536 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 17 clusters Score -6.474942e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47129 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 145724 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 32221 members 
Mstep: Class 18 contains 66430 members 
Mstep: Class 20 contains 130996 members 
Mstep: Class 23 contains 44532 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 17 clusters Score -6.474934e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47110 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 145763 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 18 contains 66424 members 
Mstep: Class 20 contains 130917 members 
Mstep: Class 23 contains 44525 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 17 clusters Score -6.474931e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47091 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 32201 members 
Mstep: Class 18 contains 66416 members 
Mstep: Class 20 contains 130858 members 
Mstep: Class 23 contains 44524 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 17 clusters Score -6.474932e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47067 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 145770 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 32200 members 
Mstep: Class 18 contains 66408 members 
Mstep: Class 20 contains 130814 members 
Mstep: Class 23 contains 44525 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 17 clusters Score -6.474938e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47050 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 145778 members 
Mstep: Class 15 contains 13055 members 
Mstep: Class 16 contains 32209 members 
Mstep: Class 18 contains 66400 members 
Mstep: Class 20 contains 130761 members 
Mstep: Class 23 contains 44521 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 17 clusters Score -6.474936e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47025 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 145803 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 32208 members 
Mstep: Class 18 contains 66391 members 
Mstep: Class 20 contains 130726 members 
Mstep: Class 23 contains 44512 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 17 clusters Score -6.474934e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6184 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 145819 members 
Mstep: Class 15 contains 13214 members 
Mstep: Class 16 contains 32214 members 
Mstep: Class 18 contains 66380 members 
Mstep: Class 20 contains 130677 members 
Mstep: Class 23 contains 44515 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 17 clusters Score -6.474933e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46975 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145850 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 18 contains 66366 members 
Mstep: Class 20 contains 130628 members 
Mstep: Class 23 contains 44506 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 17 clusters Score -6.474941e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6144 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46951 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145880 members 
Mstep: Class 15 contains 13380 members 
Mstep: Class 16 contains 32207 members 
Mstep: Class 18 contains 66346 members 
Mstep: Class 20 contains 130614 members 
Mstep: Class 23 contains 44494 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
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Iteration 175Q: 17 clusters Score -6.474948e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6126 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 145893 members 
Mstep: Class 15 contains 13446 members 
Mstep: Class 16 contains 32196 members 
Mstep: Class 18 contains 66330 members 
Mstep: Class 20 contains 130614 members 
Mstep: Class 23 contains 44489 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 17 clusters Score -6.474945e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6112 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46912 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 145914 members 
Mstep: Class 15 contains 13503 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 18 contains 66314 members 
Mstep: Class 20 contains 130617 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 17 clusters Score -6.47496e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145894 members 
Mstep: Class 15 contains 13565 members 
Mstep: Class 16 contains 32175 members 
Mstep: Class 18 contains 66295 members 
Mstep: Class 20 contains 130638 members 
Mstep: Class 23 contains 44479 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 178Q: 17 clusters Score -6.474955e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46889 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 145900 members 
Mstep: Class 15 contains 13629 members 
Mstep: Class 16 contains 32179 members 
Mstep: Class 18 contains 66276 members 
Mstep: Class 20 contains 130624 members 
Mstep: Class 23 contains 44480 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 179Q: 17 clusters Score -6.474964e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 6042 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145914 members 
Mstep: Class 15 contains 13688 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 18 contains 66262 members 
Mstep: Class 20 contains 130598 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 17 clusters Score -6.474958e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 145946 members 
Mstep: Class 15 contains 13762 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 18 contains 66256 members 
Mstep: Class 20 contains 130561 members 
Mstep: Class 23 contains 44481 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 181Q: 17 clusters Score -6.47496e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145964 members 
Mstep: Class 15 contains 13839 members 
Mstep: Class 16 contains 32161 members 
Mstep: Class 18 contains 66247 members 
Mstep: Class 20 contains 130515 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 17 clusters Score -6.474955e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 145974 members 
Mstep: Class 15 contains 13902 members 
Mstep: Class 16 contains 32167 members 
Mstep: Class 18 contains 66239 members 
Mstep: Class 20 contains 130476 members 
Mstep: Class 23 contains 44484 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 17 clusters Score -6.47495e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46849 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 145978 members 
Mstep: Class 15 contains 13959 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 18 contains 66234 members 
Mstep: Class 20 contains 130440 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 17 clusters Score -6.474958e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 5885 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46840 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 145989 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 32177 members 
Mstep: Class 18 contains 66237 members 
Mstep: Class 20 contains 130411 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 185Q: 17 clusters Score -6.474953e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4942 members 
Mstep: Class 4 contains 5858 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46840 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 145996 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 32179 members 
Mstep: Class 18 contains 66234 members 
Mstep: Class 20 contains 130351 members 
Mstep: Class 23 contains 44504 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 17 clusters Score -6.474961e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46828 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 146015 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 32193 members 
Mstep: Class 18 contains 66238 members 
Mstep: Class 20 contains 130279 members 
Mstep: Class 23 contains 44513 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 187Q: 17 clusters Score -6.474958e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 5783 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46815 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 146047 members 
Mstep: Class 15 contains 14241 members 
Mstep: Class 16 contains 32216 members 
Mstep: Class 18 contains 66236 members 
Mstep: Class 20 contains 130199 members 
Mstep: Class 23 contains 44515 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 188Q: 17 clusters Score -6.474965e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46794 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 146093 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 16 contains 32233 members 
Mstep: Class 18 contains 66235 members 
Mstep: Class 20 contains 130127 members 
Mstep: Class 23 contains 44511 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 189Q: 17 clusters Score -6.474971e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5717 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46771 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 146106 members 
Mstep: Class 15 contains 14414 members 
Mstep: Class 16 contains 32242 members 
Mstep: Class 18 contains 66234 members 
Mstep: Class 20 contains 130068 members 
Mstep: Class 23 contains 44508 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 190Q: 17 clusters Score -6.474975e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46749 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 146088 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 32245 members 
Mstep: Class 18 contains 66229 members 
Mstep: Class 20 contains 130052 members 
Mstep: Class 23 contains 44506 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 191Q: 17 clusters Score -6.474982e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46726 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 146083 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 18 contains 66229 members 
Mstep: Class 20 contains 130018 members 
Mstep: Class 23 contains 44505 members 
Mstep: Class 24 contains 2104 members 
Entering Unmasked Estep 
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Iteration 192Q: 17 clusters Score -6.474986e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46706 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 146058 members 
Mstep: Class 15 contains 14677 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 18 contains 66227 members 
Mstep: Class 20 contains 129995 members 
Mstep: Class 23 contains 44510 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 193Q: 17 clusters Score -6.474988e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46695 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 146026 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 32243 members 
Mstep: Class 18 contains 66218 members 
Mstep: Class 20 contains 129980 members 
Mstep: Class 23 contains 44521 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 194Q: 17 clusters Score -6.474999e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 5618 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46684 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 145998 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 32243 members 
Mstep: Class 18 contains 66214 members 
Mstep: Class 20 contains 129946 members 
Mstep: Class 23 contains 44534 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 195Q: 17 clusters Score -6.475e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 145982 members 
Mstep: Class 15 contains 14889 members 
Mstep: Class 16 contains 32234 members 
Mstep: Class 18 contains 66211 members 
Mstep: Class 20 contains 129912 members 
Mstep: Class 23 contains 44539 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 196Q: 17 clusters Score -6.474998e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46657 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 145989 members 
Mstep: Class 15 contains 14961 members 
Mstep: Class 16 contains 32219 members 
Mstep: Class 18 contains 66205 members 
Mstep: Class 20 contains 129870 members 
Mstep: Class 23 contains 44546 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
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Iteration 197Q: 17 clusters Score -6.474992e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46640 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 145995 members 
Mstep: Class 15 contains 15016 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 20 contains 129838 members 
Mstep: Class 23 contains 44563 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749856.000000 Penalty: 34528.816406
Iteration 198Q: 17 clusters Score -6.474986e+07 nChanged 250
Entering ConstructFrom: 
Score: -64749856.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Entering Unmasked Estep 
Score: -9635593.000000 Penalty: 1846.685181
	Iteration 0F: 2 clusters Score -9635593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -9577858.000000 Penalty: 3693.370361
	Iteration 0F: 3 clusters Score -9577858 nChanged 41194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -9601546.000000 Penalty: 3693.370361
	Iteration 1F: 3 clusters Score -9601546 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -9602174.000000 Penalty: 3693.370361
	Iteration 2Q: 3 clusters Score -9602174 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -9602952.000000 Penalty: 3693.370361
	Iteration 3Q: 3 clusters Score -9602952 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -9604186.000000 Penalty: 3693.370361
	Iteration 4Q: 3 clusters Score -9604186 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -9606043.000000 Penalty: 3693.370361
	Iteration 5Q: 3 clusters Score -9606043 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -9609096.000000 Penalty: 3693.370361
	Iteration 6F: 3 clusters Score -9609096 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -9613576.000000 Penalty: 3693.370361
	Iteration 7F: 3 clusters Score -9613576 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -9618960.000000 Penalty: 3693.370361
	Iteration 8F: 3 clusters Score -9618960 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -9624199.000000 Penalty: 3693.370361
	Iteration 9F: 3 clusters Score -9624199 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -9628275.000000 Penalty: 3693.370361
	Iteration 10F: 3 clusters Score -9628275 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -9630785.000000 Penalty: 3693.370361
	Iteration 11Q: 3 clusters Score -9630785 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -9632330.000000 Penalty: 3693.370361
	Iteration 12Q: 3 clusters Score -9632330 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -9633044.000000 Penalty: 3693.370361
	Iteration 13Q: 3 clusters Score -9633044 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -9633415.000000 Penalty: 3693.370361
	Iteration 14Q: 3 clusters Score -9633415 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -9633608.000000 Penalty: 3693.370361
	Iteration 15Q: 3 clusters Score -9633608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -9633735.000000 Penalty: 3693.370361
	Iteration 16Q: 3 clusters Score -9633735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -9633832.000000 Penalty: 3693.370361
	Iteration 17Q: 3 clusters Score -9633832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -9633900.000000 Penalty: 3693.370361
	Iteration 18Q: 3 clusters Score -9633900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -9633933.000000 Penalty: 3693.370361
	Iteration 19Q: 3 clusters Score -9633933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -9633975.000000 Penalty: 3693.370361
	Iteration 20F: 3 clusters Score -9633975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -9634004.000000 Penalty: 3693.370361
	Iteration 21Q: 3 clusters Score -9634004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -9634004.000000 Penalty: 3693.370361
	Iteration 22Q: 3 clusters Score -9634004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -9634013.000000 Penalty: 3693.370361
	Iteration 23Q: 3 clusters Score -9634013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -9634026.000000 Penalty: 3693.370361
	Iteration 24Q: 3 clusters Score -9634026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -9634036.000000 Penalty: 3693.370361
	Iteration 25Q: 3 clusters Score -9634036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -9634030.000000 Penalty: 3693.370361
	Iteration 26Q: 3 clusters Score -9634030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -9634038.000000 Penalty: 3693.370361
	Iteration 27Q: 3 clusters Score -9634038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -9634043.000000 Penalty: 3693.370361
	Iteration 28Q: 3 clusters Score -9634043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -9634049.000000 Penalty: 3693.370361
	Iteration 29Q: 3 clusters Score -9634049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -9634056.000000 Penalty: 3693.370361
	Iteration 30Q: 3 clusters Score -9634056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -9634059.000000 Penalty: 3693.370361
	Iteration 31Q: 3 clusters Score -9634059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -9634053.000000 Penalty: 3693.370361
	Iteration 32Q: 3 clusters Score -9634053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -9634053.000000 Penalty: 3693.370361
	Iteration 33F: 3 clusters Score -9634053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -131626.265625 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -131626.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130065.125000 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -130065.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130324.500000 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -130324.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -130394.585938 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -130394.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -130432.921875 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -130432.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130458.039062 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -130458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130470.726562 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -130470.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130478.085938 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -130478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -130483.429688 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -130483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130487.148438 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -130487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130488.726562 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -130488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -130490.851562 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -130490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130493.421875 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -130493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -130497.109375 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -130497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130499.296875 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -130499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130500.101562 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -130500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130500.562500 Penalty: 2303.732910
	Iteration 15Q: 3 clusters Score -130500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130500.562500 Penalty: 2303.732910
	Iteration 16F: 3 clusters Score -130500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -549917.000000 Penalty: 1382.049194
	Iteration 0F: 2 clusters Score -549917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -545977.000000 Penalty: 2764.098389
	Iteration 0F: 3 clusters Score -545977 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -547050.187500 Penalty: 2764.098389
	Iteration 1F: 3 clusters Score -547050.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -547256.000000 Penalty: 2764.098389
	Iteration 2F: 3 clusters Score -547256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -547405.687500 Penalty: 2764.098389
	Iteration 3F: 3 clusters Score -547405.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -547527.625000 Penalty: 2764.098389
	Iteration 4Q: 3 clusters Score -547527.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -547636.937500 Penalty: 2764.098389
	Iteration 5Q: 3 clusters Score -547636.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -547743.937500 Penalty: 2764.098389
	Iteration 6Q: 3 clusters Score -547743.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -547854.062500 Penalty: 2764.098389
	Iteration 7Q: 3 clusters Score -547854.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -547950.750000 Penalty: 2764.098389
	Iteration 8Q: 3 clusters Score -547950.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -548056.875000 Penalty: 2764.098389
	Iteration 9Q: 3 clusters Score -548056.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -548189.187500 Penalty: 2764.098389
	Iteration 10Q: 3 clusters Score -548189.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -548307.875000 Penalty: 2764.098389
	Iteration 11Q: 3 clusters Score -548307.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -548401.312500 Penalty: 2764.098389
	Iteration 12Q: 3 clusters Score -548401.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -548483.000000 Penalty: 2764.098389
	Iteration 13Q: 3 clusters Score -548483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -548549.312500 Penalty: 2764.098389
	Iteration 14Q: 3 clusters Score -548549.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -548584.187500 Penalty: 2764.098389
	Iteration 15Q: 3 clusters Score -548584.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -548606.750000 Penalty: 2764.098389
	Iteration 16Q: 3 clusters Score -548606.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -548622.625000 Penalty: 2764.098389
	Iteration 17Q: 3 clusters Score -548622.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -548637.875000 Penalty: 2764.098389
	Iteration 18Q: 3 clusters Score -548637.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -548647.250000 Penalty: 2764.098389
	Iteration 19Q: 3 clusters Score -548647.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -548658.250000 Penalty: 2764.098389
	Iteration 20F: 3 clusters Score -548658.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -548670.937500 Penalty: 2764.098389
	Iteration 21Q: 3 clusters Score -548670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -548683.937500 Penalty: 2764.098389
	Iteration 22Q: 3 clusters Score -548683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -548693.437500 Penalty: 2764.098389
	Iteration 23Q: 3 clusters Score -548693.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -548704.187500 Penalty: 2764.098389
	Iteration 24Q: 3 clusters Score -548704.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -548713.812500 Penalty: 2764.098389
	Iteration 25Q: 3 clusters Score -548713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -548719.750000 Penalty: 2764.098389
	Iteration 26Q: 3 clusters Score -548719.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -548725.000000 Penalty: 2764.098389
	Iteration 27Q: 3 clusters Score -548725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -548730.625000 Penalty: 2764.098389
	Iteration 28Q: 3 clusters Score -548730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -548732.687500 Penalty: 2764.098389
	Iteration 29Q: 3 clusters Score -548732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -548734.937500 Penalty: 2764.098389
	Iteration 30Q: 3 clusters Score -548734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -548737.375000 Penalty: 2764.098389
	Iteration 31Q: 3 clusters Score -548737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -548741.375000 Penalty: 2764.098389
	Iteration 32Q: 3 clusters Score -548741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -548744.187500 Penalty: 2764.098389
	Iteration 33Q: 3 clusters Score -548744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -548747.750000 Penalty: 2764.098389
	Iteration 34Q: 3 clusters Score -548747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -548748.562500 Penalty: 2764.098389
	Iteration 35Q: 3 clusters Score -548748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -548754.812500 Penalty: 2764.098389
	Iteration 36Q: 3 clusters Score -548754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -548758.375000 Penalty: 2764.098389
	Iteration 37Q: 3 clusters Score -548758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -548761.125000 Penalty: 2764.098389
	Iteration 38Q: 3 clusters Score -548761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -548761.937500 Penalty: 2764.098389
	Iteration 39Q: 3 clusters Score -548761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -548763.375000 Penalty: 2764.098389
	Iteration 40F: 3 clusters Score -548763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -548762.937500 Penalty: 2764.098389
	Iteration 41Q: 3 clusters Score -548762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -548762.875000 Penalty: 2764.098389
	Iteration 42Q: 3 clusters Score -548762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -548764.937500 Penalty: 2764.098389
	Iteration 43Q: 3 clusters Score -548764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -548766.500000 Penalty: 2764.098389
	Iteration 44Q: 3 clusters Score -548766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -548765.812500 Penalty: 2764.098389
	Iteration 45Q: 3 clusters Score -548765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -548766.187500 Penalty: 2764.098389
	Iteration 46Q: 3 clusters Score -548766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -548767.187500 Penalty: 2764.098389
	Iteration 47Q: 3 clusters Score -548767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -548768.750000 Penalty: 2764.098389
	Iteration 48Q: 3 clusters Score -548768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -548769.812500 Penalty: 2764.098389
	Iteration 49Q: 3 clusters Score -548769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -548770.062500 Penalty: 2764.098389
	Iteration 50Q: 3 clusters Score -548770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -548769.812500 Penalty: 2764.098389
	Iteration 51Q: 3 clusters Score -548769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -548769.812500 Penalty: 2764.098389
	Iteration 52F: 3 clusters Score -548769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -600035.250000 Penalty: 1402.082153
	Iteration 0F: 2 clusters Score -600035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -595694.312500 Penalty: 2804.164307
	Iteration 0F: 3 clusters Score -595694.3 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -597158.250000 Penalty: 2804.164307
	Iteration 1F: 3 clusters Score -597158.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -597652.187500 Penalty: 2804.164307
	Iteration 2F: 3 clusters Score -597652.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -598188.187500 Penalty: 2804.164307
	Iteration 3F: 3 clusters Score -598188.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -598721.875000 Penalty: 2804.164307
	Iteration 4F: 3 clusters Score -598721.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -599117.875000 Penalty: 2804.164307
	Iteration 5F: 3 clusters Score -599117.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -599361.062500 Penalty: 2804.164307
	Iteration 6F: 3 clusters Score -599361.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -599474.250000 Penalty: 2804.164307
	Iteration 7Q: 3 clusters Score -599474.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -599533.125000 Penalty: 2804.164307
	Iteration 8Q: 3 clusters Score -599533.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -599560.625000 Penalty: 2804.164307
	Iteration 9Q: 3 clusters Score -599560.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -599581.375000 Penalty: 2804.164307
	Iteration 10Q: 3 clusters Score -599581.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -599594.812500 Penalty: 2804.164307
	Iteration 11Q: 3 clusters Score -599594.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -599600.625000 Penalty: 2804.164307
	Iteration 12Q: 3 clusters Score -599600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -599607.437500 Penalty: 2804.164307
	Iteration 13Q: 3 clusters Score -599607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -599613.000000 Penalty: 2804.164307
	Iteration 14Q: 3 clusters Score -599613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -599617.062500 Penalty: 2804.164307
	Iteration 15Q: 3 clusters Score -599617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -599622.937500 Penalty: 2804.164307
	Iteration 16Q: 3 clusters Score -599622.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -599625.500000 Penalty: 2804.164307
	Iteration 17Q: 3 clusters Score -599625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -599628.812500 Penalty: 2804.164307
	Iteration 18Q: 3 clusters Score -599628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -599629.000000 Penalty: 2804.164307
	Iteration 19Q: 3 clusters Score -599629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -599631.250000 Penalty: 2804.164307
	Iteration 20F: 3 clusters Score -599631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -599634.687500 Penalty: 2804.164307
	Iteration 21Q: 3 clusters Score -599634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -599637.937500 Penalty: 2804.164307
	Iteration 22Q: 3 clusters Score -599637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -599637.625000 Penalty: 2804.164307
	Iteration 23Q: 3 clusters Score -599637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -599639.000000 Penalty: 2804.164307
	Iteration 24Q: 3 clusters Score -599639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -599640.875000 Penalty: 2804.164307
	Iteration 25Q: 3 clusters Score -599640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -599640.875000 Penalty: 2804.164307
	Iteration 26Q: 3 clusters Score -599640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -599640.875000 Penalty: 2804.164307
	Iteration 27F: 3 clusters Score -599640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -42249.453125 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42249.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41265.632812 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41265.63 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41410.082031 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -41410.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41454.953125 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -41454.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41480.320312 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -41480.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41486.488281 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -41486.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41491.941406 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -41491.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41493.269531 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -41493.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41497.335938 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -41497.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41497.335938 Penalty: 1953.661865
	Iteration 8F: 3 clusters Score -41497.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Entering Unmasked Estep 
Score: -5307093.000000 Penalty: 1746.846924
	Iteration 0F: 2 clusters Score -5307093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5275955.500000 Penalty: 3493.693848
	Iteration 0F: 3 clusters Score -5275956 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5288194.500000 Penalty: 3493.693848
	Iteration 1F: 3 clusters Score -5288194 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5288559.000000 Penalty: 3493.693848
	Iteration 2Q: 3 clusters Score -5288559 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5288923.000000 Penalty: 3493.693848
	Iteration 3Q: 3 clusters Score -5288923 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5289332.500000 Penalty: 3493.693848
	Iteration 4Q: 3 clusters Score -5289332 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5289880.000000 Penalty: 3493.693848
	Iteration 5Q: 3 clusters Score -5289880 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5290636.000000 Penalty: 3493.693848
	Iteration 6Q: 3 clusters Score -5290636 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5291743.000000 Penalty: 3493.693848
	Iteration 7Q: 3 clusters Score -5291743 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -5293132.000000 Penalty: 3493.693848
	Iteration 8F: 3 clusters Score -5293132 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5295054.000000 Penalty: 3493.693848
	Iteration 9F: 3 clusters Score -5295054 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5297107.000000 Penalty: 3493.693848
	Iteration 10F: 3 clusters Score -5297107 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -5298721.000000 Penalty: 3493.693848
	Iteration 11F: 3 clusters Score -5298721 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5299720.000000 Penalty: 3493.693848
	Iteration 12Q: 3 clusters Score -5299720 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5300214.500000 Penalty: 3493.693848
	Iteration 13Q: 3 clusters Score -5300214 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5300524.000000 Penalty: 3493.693848
	Iteration 14Q: 3 clusters Score -5300524 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5300808.500000 Penalty: 3493.693848
	Iteration 15Q: 3 clusters Score -5300808 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5301055.500000 Penalty: 3493.693848
	Iteration 16Q: 3 clusters Score -5301056 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5301255.500000 Penalty: 3493.693848
	Iteration 17Q: 3 clusters Score -5301256 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5301468.000000 Penalty: 3493.693848
	Iteration 18Q: 3 clusters Score -5301468 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5301651.500000 Penalty: 3493.693848
	Iteration 19Q: 3 clusters Score -5301652 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5301782.000000 Penalty: 3493.693848
	Iteration 20F: 3 clusters Score -5301782 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5301937.500000 Penalty: 3493.693848
	Iteration 21Q: 3 clusters Score -5301938 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -5302049.000000 Penalty: 3493.693848
	Iteration 22Q: 3 clusters Score -5302049 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -5302179.000000 Penalty: 3493.693848
	Iteration 23Q: 3 clusters Score -5302179 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -5302276.000000 Penalty: 3493.693848
	Iteration 24Q: 3 clusters Score -5302276 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5302381.500000 Penalty: 3493.693848
	Iteration 25Q: 3 clusters Score -5302382 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5302482.000000 Penalty: 3493.693848
	Iteration 26Q: 3 clusters Score -5302482 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5302562.000000 Penalty: 3493.693848
	Iteration 27Q: 3 clusters Score -5302562 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -5302643.500000 Penalty: 3493.693848
	Iteration 28Q: 3 clusters Score -5302644 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -5302755.000000 Penalty: 3493.693848
	Iteration 29Q: 3 clusters Score -5302755 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5302816.000000 Penalty: 3493.693848
	Iteration 30Q: 3 clusters Score -5302816 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5302903.500000 Penalty: 3493.693848
	Iteration 31Q: 3 clusters Score -5302904 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5302999.000000 Penalty: 3493.693848
	Iteration 32Q: 3 clusters Score -5302999 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -5303102.000000 Penalty: 3493.693848
	Iteration 33Q: 3 clusters Score -5303102 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -5303179.500000 Penalty: 3493.693848
	Iteration 34Q: 3 clusters Score -5303180 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5303250.000000 Penalty: 3493.693848
	Iteration 35Q: 3 clusters Score -5303250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -5303300.000000 Penalty: 3493.693848
	Iteration 36Q: 3 clusters Score -5303300 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5303362.000000 Penalty: 3493.693848
	Iteration 37Q: 3 clusters Score -5303362 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5303429.500000 Penalty: 3493.693848
	Iteration 38Q: 3 clusters Score -5303430 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5303519.000000 Penalty: 3493.693848
	Iteration 39Q: 3 clusters Score -5303519 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5303624.000000 Penalty: 3493.693848
	Iteration 40F: 3 clusters Score -5303624 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5303719.000000 Penalty: 3493.693848
	Iteration 41Q: 3 clusters Score -5303719 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -5303826.500000 Penalty: 3493.693848
	Iteration 42Q: 3 clusters Score -5303826 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5303934.500000 Penalty: 3493.693848
	Iteration 43Q: 3 clusters Score -5303934 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5304047.000000 Penalty: 3493.693848
	Iteration 44Q: 3 clusters Score -5304047 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5304176.000000 Penalty: 3493.693848
	Iteration 45Q: 3 clusters Score -5304176 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5304259.000000 Penalty: 3493.693848
	Iteration 46Q: 3 clusters Score -5304259 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5304339.500000 Penalty: 3493.693848
	Iteration 47Q: 3 clusters Score -5304340 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5304449.500000 Penalty: 3493.693848
	Iteration 48Q: 3 clusters Score -5304450 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5304579.500000 Penalty: 3493.693848
	Iteration 49Q: 3 clusters Score -5304580 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5304675.000000 Penalty: 3493.693848
	Iteration 50Q: 3 clusters Score -5304675 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5304784.000000 Penalty: 3493.693848
	Iteration 51Q: 3 clusters Score -5304784 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -5304852.000000 Penalty: 3493.693848
	Iteration 52Q: 3 clusters Score -5304852 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5304894.000000 Penalty: 3493.693848
	Iteration 53Q: 3 clusters Score -5304894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -5304936.000000 Penalty: 3493.693848
	Iteration 54Q: 3 clusters Score -5304936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5304980.500000 Penalty: 3493.693848
	Iteration 55Q: 3 clusters Score -5304980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5305015.000000 Penalty: 3493.693848
	Iteration 56Q: 3 clusters Score -5305015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5305044.000000 Penalty: 3493.693848
	Iteration 57Q: 3 clusters Score -5305044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5305075.500000 Penalty: 3493.693848
	Iteration 58Q: 3 clusters Score -5305076 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -5305124.000000 Penalty: 3493.693848
	Iteration 59Q: 3 clusters Score -5305124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5305125.000000 Penalty: 3493.693848
	Iteration 60F: 3 clusters Score -5305125 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5305157.500000 Penalty: 3493.693848
	Iteration 61Q: 3 clusters Score -5305158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5305202.500000 Penalty: 3493.693848
	Iteration 62Q: 3 clusters Score -5305202 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5305215.500000 Penalty: 3493.693848
	Iteration 63Q: 3 clusters Score -5305216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5305250.500000 Penalty: 3493.693848
	Iteration 64Q: 3 clusters Score -5305250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5305274.500000 Penalty: 3493.693848
	Iteration 65Q: 3 clusters Score -5305274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5305292.500000 Penalty: 3493.693848
	Iteration 66Q: 3 clusters Score -5305292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5305329.000000 Penalty: 3493.693848
	Iteration 67Q: 3 clusters Score -5305329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5305355.500000 Penalty: 3493.693848
	Iteration 68Q: 3 clusters Score -5305356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5305385.000000 Penalty: 3493.693848
	Iteration 69Q: 3 clusters Score -5305385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5305432.000000 Penalty: 3493.693848
	Iteration 70Q: 3 clusters Score -5305432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5305468.000000 Penalty: 3493.693848
	Iteration 71Q: 3 clusters Score -5305468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5305486.500000 Penalty: 3493.693848
	Iteration 72Q: 3 clusters Score -5305486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5305520.000000 Penalty: 3493.693848
	Iteration 73Q: 3 clusters Score -5305520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5305528.000000 Penalty: 3493.693848
	Iteration 74Q: 3 clusters Score -5305528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -5305546.000000 Penalty: 3493.693848
	Iteration 75Q: 3 clusters Score -5305546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5305571.000000 Penalty: 3493.693848
	Iteration 76Q: 3 clusters Score -5305571 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5305587.500000 Penalty: 3493.693848
	Iteration 77Q: 3 clusters Score -5305588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5305608.500000 Penalty: 3493.693848
	Iteration 78Q: 3 clusters Score -5305608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -5305636.000000 Penalty: 3493.693848
	Iteration 79Q: 3 clusters Score -5305636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5305638.500000 Penalty: 3493.693848
	Iteration 80F: 3 clusters Score -5305638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5305642.500000 Penalty: 3493.693848
	Iteration 81Q: 3 clusters Score -5305642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5305662.500000 Penalty: 3493.693848
	Iteration 82Q: 3 clusters Score -5305662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5305682.500000 Penalty: 3493.693848
	Iteration 83Q: 3 clusters Score -5305682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5305678.500000 Penalty: 3493.693848
	Iteration 84Q: 3 clusters Score -5305678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5305683.500000 Penalty: 3493.693848
	Iteration 85Q: 3 clusters Score -5305684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5305688.500000 Penalty: 3493.693848
	Iteration 86Q: 3 clusters Score -5305688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -5305695.500000 Penalty: 3493.693848
	Iteration 87Q: 3 clusters Score -5305696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5305706.000000 Penalty: 3493.693848
	Iteration 88Q: 3 clusters Score -5305706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -5305714.500000 Penalty: 3493.693848
	Iteration 89Q: 3 clusters Score -5305714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5305722.500000 Penalty: 3493.693848
	Iteration 90Q: 3 clusters Score -5305722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5305717.500000 Penalty: 3493.693848
	Iteration 91Q: 3 clusters Score -5305718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -5305744.500000 Penalty: 3493.693848
	Iteration 92Q: 3 clusters Score -5305744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5305752.000000 Penalty: 3493.693848
	Iteration 93Q: 3 clusters Score -5305752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -5305765.000000 Penalty: 3493.693848
	Iteration 94Q: 3 clusters Score -5305765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5305767.500000 Penalty: 3493.693848
	Iteration 95Q: 3 clusters Score -5305768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -5305770.000000 Penalty: 3493.693848
	Iteration 96Q: 3 clusters Score -5305770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5305767.500000 Penalty: 3493.693848
	Iteration 97Q: 3 clusters Score -5305768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5305771.000000 Penalty: 3493.693848
	Iteration 98Q: 3 clusters Score -5305771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -5305778.000000 Penalty: 3493.693848
	Iteration 99Q: 3 clusters Score -5305778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -5305789.000000 Penalty: 3493.693848
	Iteration 100F: 3 clusters Score -5305789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5305791.500000 Penalty: 3493.693848
	Iteration 101Q: 3 clusters Score -5305792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5305796.500000 Penalty: 3493.693848
	Iteration 102Q: 3 clusters Score -5305796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5305802.500000 Penalty: 3493.693848
	Iteration 103Q: 3 clusters Score -5305802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5305802.000000 Penalty: 3493.693848
	Iteration 104Q: 3 clusters Score -5305802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5305803.500000 Penalty: 3493.693848
	Iteration 105Q: 3 clusters Score -5305804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5305808.500000 Penalty: 3493.693848
	Iteration 106Q: 3 clusters Score -5305808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5305812.500000 Penalty: 3493.693848
	Iteration 107Q: 3 clusters Score -5305812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5305810.000000 Penalty: 3493.693848
	Iteration 108Q: 3 clusters Score -5305810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5305812.500000 Penalty: 3493.693848
	Iteration 109Q: 3 clusters Score -5305812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -5305818.000000 Penalty: 3493.693848
	Iteration 110Q: 3 clusters Score -5305818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5305817.000000 Penalty: 3493.693848
	Iteration 111Q: 3 clusters Score -5305817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -5305815.500000 Penalty: 3493.693848
	Iteration 112Q: 3 clusters Score -5305816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5305817.000000 Penalty: 3493.693848
	Iteration 113Q: 3 clusters Score -5305817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5305817.500000 Penalty: 3493.693848
	Iteration 114Q: 3 clusters Score -5305818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5305817.500000 Penalty: 3493.693848
	Iteration 115F: 3 clusters Score -5305818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -14095.125977 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -14095.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13518.171875 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -13518.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13659.588867 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -13659.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13705.883789 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -13705.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13714.758789 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -13714.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13744.385742 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -13744.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13771.358398 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -13771.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13771.358398 Penalty: 1678.555420
	Iteration 6F: 3 clusters Score -13771.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -252067.421875 Penalty: 1252.470703
	Iteration 0F: 2 clusters Score -252067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249828.765625 Penalty: 2504.941406
	Iteration 0F: 3 clusters Score -249828.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250276.765625 Penalty: 2504.941406
	Iteration 1F: 3 clusters Score -250276.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250375.593750 Penalty: 2504.941406
	Iteration 2F: 3 clusters Score -250375.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -250443.562500 Penalty: 2504.941406
	Iteration 3Q: 3 clusters Score -250443.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250492.453125 Penalty: 2504.941406
	Iteration 4Q: 3 clusters Score -250492.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250521.687500 Penalty: 2504.941406
	Iteration 5Q: 3 clusters Score -250521.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250542.359375 Penalty: 2504.941406
	Iteration 6Q: 3 clusters Score -250542.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -250558.375000 Penalty: 2504.941406
	Iteration 7Q: 3 clusters Score -250558.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -250572.234375 Penalty: 2504.941406
	Iteration 8Q: 3 clusters Score -250572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250581.921875 Penalty: 2504.941406
	Iteration 9Q: 3 clusters Score -250581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -250588.593750 Penalty: 2504.941406
	Iteration 10Q: 3 clusters Score -250588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250596.265625 Penalty: 2504.941406
	Iteration 11Q: 3 clusters Score -250596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250602.609375 Penalty: 2504.941406
	Iteration 12Q: 3 clusters Score -250602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -250610.515625 Penalty: 2504.941406
	Iteration 13Q: 3 clusters Score -250610.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250616.796875 Penalty: 2504.941406
	Iteration 14Q: 3 clusters Score -250616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250619.984375 Penalty: 2504.941406
	Iteration 15Q: 3 clusters Score -250620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -250623.406250 Penalty: 2504.941406
	Iteration 16Q: 3 clusters Score -250623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250627.765625 Penalty: 2504.941406
	Iteration 17Q: 3 clusters Score -250627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -250628.859375 Penalty: 2504.941406
	Iteration 18Q: 3 clusters Score -250628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -250629.968750 Penalty: 2504.941406
	Iteration 19Q: 3 clusters Score -250630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250631.515625 Penalty: 2504.941406
	Iteration 20F: 3 clusters Score -250631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -250632.156250 Penalty: 2504.941406
	Iteration 21Q: 3 clusters Score -250632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250632.703125 Penalty: 2504.941406
	Iteration 22Q: 3 clusters Score -250632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250633.484375 Penalty: 2504.941406
	Iteration 23Q: 3 clusters Score -250633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250633.484375 Penalty: 2504.941406
	Iteration 24F: 3 clusters Score -250633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -243461.015625 Penalty: 1254.863159
	Iteration 0F: 2 clusters Score -243461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -241247.593750 Penalty: 2509.726318
	Iteration 0F: 3 clusters Score -241247.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241742.640625 Penalty: 2509.726318
	Iteration 1F: 3 clusters Score -241742.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -241851.609375 Penalty: 2509.726318
	Iteration 2F: 3 clusters Score -241851.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -241947.468750 Penalty: 2509.726318
	Iteration 3F: 3 clusters Score -241947.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -242020.937500 Penalty: 2509.726318
	Iteration 4Q: 3 clusters Score -242020.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -242083.562500 Penalty: 2509.726318
	Iteration 5Q: 3 clusters Score -242083.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -242154.843750 Penalty: 2509.726318
	Iteration 6Q: 3 clusters Score -242154.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -242232.328125 Penalty: 2509.726318
	Iteration 7Q: 3 clusters Score -242232.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242283.312500 Penalty: 2509.726318
	Iteration 8Q: 3 clusters Score -242283.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -242319.625000 Penalty: 2509.726318
	Iteration 9Q: 3 clusters Score -242319.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242343.203125 Penalty: 2509.726318
	Iteration 10Q: 3 clusters Score -242343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242360.125000 Penalty: 2509.726318
	Iteration 11Q: 3 clusters Score -242360.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -242376.546875 Penalty: 2509.726318
	Iteration 12Q: 3 clusters Score -242376.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242391.781250 Penalty: 2509.726318
	Iteration 13Q: 3 clusters Score -242391.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -242400.062500 Penalty: 2509.726318
	Iteration 14Q: 3 clusters Score -242400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242405.390625 Penalty: 2509.726318
	Iteration 15Q: 3 clusters Score -242405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242408.750000 Penalty: 2509.726318
	Iteration 16Q: 3 clusters Score -242408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -242415.593750 Penalty: 2509.726318
	Iteration 17Q: 3 clusters Score -242415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -242424.531250 Penalty: 2509.726318
	Iteration 18Q: 3 clusters Score -242424.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -242435.140625 Penalty: 2509.726318
	Iteration 19Q: 3 clusters Score -242435.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242442.812500 Penalty: 2509.726318
	Iteration 20F: 3 clusters Score -242442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -242447.484375 Penalty: 2509.726318
	Iteration 21Q: 3 clusters Score -242447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242451.609375 Penalty: 2509.726318
	Iteration 22Q: 3 clusters Score -242451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242459.781250 Penalty: 2509.726318
	Iteration 23Q: 3 clusters Score -242459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -242466.156250 Penalty: 2509.726318
	Iteration 24Q: 3 clusters Score -242466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242470.468750 Penalty: 2509.726318
	Iteration 25Q: 3 clusters Score -242470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -242475.218750 Penalty: 2509.726318
	Iteration 26Q: 3 clusters Score -242475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242481.109375 Penalty: 2509.726318
	Iteration 27Q: 3 clusters Score -242481.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242489.484375 Penalty: 2509.726318
	Iteration 28Q: 3 clusters Score -242489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242495.265625 Penalty: 2509.726318
	Iteration 29Q: 3 clusters Score -242495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -242502.093750 Penalty: 2509.726318
	Iteration 30Q: 3 clusters Score -242502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242507.687500 Penalty: 2509.726318
	Iteration 31Q: 3 clusters Score -242507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242516.390625 Penalty: 2509.726318
	Iteration 32Q: 3 clusters Score -242516.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -242527.937500 Penalty: 2509.726318
	Iteration 33Q: 3 clusters Score -242527.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242541.218750 Penalty: 2509.726318
	Iteration 34Q: 3 clusters Score -242541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -242557.453125 Penalty: 2509.726318
	Iteration 35Q: 3 clusters Score -242557.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -242569.156250 Penalty: 2509.726318
	Iteration 36Q: 3 clusters Score -242569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -242580.484375 Penalty: 2509.726318
	Iteration 37Q: 3 clusters Score -242580.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -242586.437500 Penalty: 2509.726318
	Iteration 38Q: 3 clusters Score -242586.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -242592.968750 Penalty: 2509.726318
	Iteration 39Q: 3 clusters Score -242593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -242600.625000 Penalty: 2509.726318
	Iteration 40F: 3 clusters Score -242600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -242607.468750 Penalty: 2509.726318
	Iteration 41Q: 3 clusters Score -242607.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242614.468750 Penalty: 2509.726318
	Iteration 42Q: 3 clusters Score -242614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -242618.703125 Penalty: 2509.726318
	Iteration 43Q: 3 clusters Score -242618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -242623.218750 Penalty: 2509.726318
	Iteration 44Q: 3 clusters Score -242623.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -242632.046875 Penalty: 2509.726318
	Iteration 45Q: 3 clusters Score -242632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -242640.593750 Penalty: 2509.726318
	Iteration 46Q: 3 clusters Score -242640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242646.625000 Penalty: 2509.726318
	Iteration 47Q: 3 clusters Score -242646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -242653.828125 Penalty: 2509.726318
	Iteration 48Q: 3 clusters Score -242653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -242661.203125 Penalty: 2509.726318
	Iteration 49Q: 3 clusters Score -242661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -242668.203125 Penalty: 2509.726318
	Iteration 50Q: 3 clusters Score -242668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -242673.890625 Penalty: 2509.726318
	Iteration 51Q: 3 clusters Score -242673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -242678.031250 Penalty: 2509.726318
	Iteration 52Q: 3 clusters Score -242678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -242683.796875 Penalty: 2509.726318
	Iteration 53Q: 3 clusters Score -242683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -242695.515625 Penalty: 2509.726318
	Iteration 54Q: 3 clusters Score -242695.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -242716.984375 Penalty: 2509.726318
	Iteration 55Q: 3 clusters Score -242717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -242752.937500 Penalty: 2509.726318
	Iteration 56Q: 3 clusters Score -242752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -242792.140625 Penalty: 2509.726318
	Iteration 57Q: 3 clusters Score -242792.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -242843.937500 Penalty: 2509.726318
	Iteration 58Q: 3 clusters Score -242843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -242897.109375 Penalty: 2509.726318
	Iteration 59Q: 3 clusters Score -242897.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -242929.343750 Penalty: 2509.726318
	Iteration 60F: 3 clusters Score -242929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -242946.453125 Penalty: 2509.726318
	Iteration 61Q: 3 clusters Score -242946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -242953.437500 Penalty: 2509.726318
	Iteration 62Q: 3 clusters Score -242953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -242956.593750 Penalty: 2509.726318
	Iteration 63Q: 3 clusters Score -242956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -242958.093750 Penalty: 2509.726318
	Iteration 64Q: 3 clusters Score -242958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -242958.093750 Penalty: 2509.726318
	Iteration 65F: 3 clusters Score -242958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (145997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Entering Unmasked Estep 
Score: -16473905.000000 Penalty: 1932.342896
	Iteration 0F: 2 clusters Score -1.64739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -16378460.000000 Penalty: 3864.685791
	Iteration 0F: 3 clusters Score -1.637846e+07 nChanged 70289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -16419893.000000 Penalty: 3864.685791
	Iteration 1F: 3 clusters Score -1.641989e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -16420545.000000 Penalty: 3864.685791
	Iteration 2Q: 3 clusters Score -1.642054e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -16421399.000000 Penalty: 3864.685791
	Iteration 3Q: 3 clusters Score -1.64214e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -16422653.000000 Penalty: 3864.685791
	Iteration 4Q: 3 clusters Score -1.642265e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -16424165.000000 Penalty: 3864.685791
	Iteration 5Q: 3 clusters Score -1.642416e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -16426439.000000 Penalty: 3864.685791
	Iteration 6Q: 3 clusters Score -1.642644e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -16430270.000000 Penalty: 3864.685791
	Iteration 7Q: 3 clusters Score -1.643027e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -16436280.000000 Penalty: 3864.685791
	Iteration 8F: 3 clusters Score -1.643628e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -16443877.000000 Penalty: 3864.685791
	Iteration 9F: 3 clusters Score -1.644388e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 109433 members 
Entering Unmasked Estep 
Score: -16451381.000000 Penalty: 3864.685791
	Iteration 10F: 3 clusters Score -1.645138e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -16456504.000000 Penalty: 3864.685791
	Iteration 11F: 3 clusters Score -1.64565e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 119138 members 
Entering Unmasked Estep 
Score: -16459371.000000 Penalty: 3864.685791
	Iteration 12Q: 3 clusters Score -1.645937e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -16461185.000000 Penalty: 3864.685791
	Iteration 13Q: 3 clusters Score -1.646118e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -16462916.000000 Penalty: 3864.685791
	Iteration 14Q: 3 clusters Score -1.646292e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -16464282.000000 Penalty: 3864.685791
	Iteration 15Q: 3 clusters Score -1.646428e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -16465847.000000 Penalty: 3864.685791
	Iteration 16Q: 3 clusters Score -1.646585e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -16467212.000000 Penalty: 3864.685791
	Iteration 17Q: 3 clusters Score -1.646721e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -16468320.000000 Penalty: 3864.685791
	Iteration 18Q: 3 clusters Score -1.646832e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -16469275.000000 Penalty: 3864.685791
	Iteration 19Q: 3 clusters Score -1.646928e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -16470069.000000 Penalty: 3864.685791
	Iteration 20F: 3 clusters Score -1.647007e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -16470678.000000 Penalty: 3864.685791
	Iteration 21Q: 3 clusters Score -1.647068e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 143236 members 
Entering Unmasked Estep 
Score: -16471096.000000 Penalty: 3864.685791
	Iteration 22Q: 3 clusters Score -1.64711e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -16471468.000000 Penalty: 3864.685791
	Iteration 23Q: 3 clusters Score -1.647147e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -16471647.000000 Penalty: 3864.685791
	Iteration 24Q: 3 clusters Score -1.647165e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 144581 members 
Entering Unmasked Estep 
Score: -16471860.000000 Penalty: 3864.685791
	Iteration 25Q: 3 clusters Score -1.647186e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -16471927.000000 Penalty: 3864.685791
	Iteration 26Q: 3 clusters Score -1.647193e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -16472017.000000 Penalty: 3864.685791
	Iteration 27Q: 3 clusters Score -1.647202e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 145052 members 
Entering Unmasked Estep 
Score: -16472092.000000 Penalty: 3864.685791
	Iteration 28Q: 3 clusters Score -1.647209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 145137 members 
Entering Unmasked Estep 
Score: -16472153.000000 Penalty: 3864.685791
	Iteration 29Q: 3 clusters Score -1.647215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -16472225.000000 Penalty: 3864.685791
	Iteration 30Q: 3 clusters Score -1.647222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -16472241.000000 Penalty: 3864.685791
	Iteration 31Q: 3 clusters Score -1.647224e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -16472255.000000 Penalty: 3864.685791
	Iteration 32Q: 3 clusters Score -1.647226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 145337 members 
Entering Unmasked Estep 
Score: -16472280.000000 Penalty: 3864.685791
	Iteration 33Q: 3 clusters Score -1.647228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -16472284.000000 Penalty: 3864.685791
	Iteration 34Q: 3 clusters Score -1.647228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -16472275.000000 Penalty: 3864.685791
	Iteration 35Q: 3 clusters Score -1.647228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -16472283.000000 Penalty: 3864.685791
	Iteration 36Q: 3 clusters Score -1.647228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -16472302.000000 Penalty: 3864.685791
	Iteration 37Q: 3 clusters Score -1.64723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -16472310.000000 Penalty: 3864.685791
	Iteration 38Q: 3 clusters Score -1.647231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -16472309.000000 Penalty: 3864.685791
	Iteration 39Q: 3 clusters Score -1.647231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -16472320.000000 Penalty: 3864.685791
	Iteration 40F: 3 clusters Score -1.647232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 145415 members 
Entering Unmasked Estep 
Score: -16472318.000000 Penalty: 3864.685791
	Iteration 41Q: 3 clusters Score -1.647232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 145416 members 
Entering Unmasked Estep 
Score: -16472317.000000 Penalty: 3864.685791
	Iteration 42Q: 3 clusters Score -1.647232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -16472316.000000 Penalty: 3864.685791
	Iteration 43Q: 3 clusters Score -1.647232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -16472319.000000 Penalty: 3864.685791
	Iteration 44Q: 3 clusters Score -1.647232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -16472326.000000 Penalty: 3864.685791
	Iteration 45Q: 3 clusters Score -1.647233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -16472321.000000 Penalty: 3864.685791
	Iteration 46Q: 3 clusters Score -1.647232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 145421 members 
Entering Unmasked Estep 
Score: -16472334.000000 Penalty: 3864.685791
	Iteration 47Q: 3 clusters Score -1.647233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -16472327.000000 Penalty: 3864.685791
	Iteration 48Q: 3 clusters Score -1.647233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -16472332.000000 Penalty: 3864.685791
	Iteration 49Q: 3 clusters Score -1.647233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -16472324.000000 Penalty: 3864.685791
	Iteration 50Q: 3 clusters Score -1.647232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -16472330.000000 Penalty: 3864.685791
	Iteration 51Q: 3 clusters Score -1.647233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -16472329.000000 Penalty: 3864.685791
	Iteration 52Q: 3 clusters Score -1.647233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 145427 members 
Entering Unmasked Estep 
Score: -16472325.000000 Penalty: 3864.685791
	Iteration 53Q: 3 clusters Score -1.647232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -16472314.000000 Penalty: 3864.685791
	Iteration 54Q: 3 clusters Score -1.647231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -16472321.000000 Penalty: 3864.685791
	Iteration 55Q: 3 clusters Score -1.647232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 145442 members 
Entering Unmasked Estep 
Score: -16472338.000000 Penalty: 3864.685791
	Iteration 56Q: 3 clusters Score -1.647234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -16472331.000000 Penalty: 3864.685791
	Iteration 57Q: 3 clusters Score -1.647233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -16472332.000000 Penalty: 3864.685791
	Iteration 58Q: 3 clusters Score -1.647233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 145452 members 
Entering Unmasked Estep 
Score: -16472344.000000 Penalty: 3864.685791
	Iteration 59Q: 3 clusters Score -1.647234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -16472342.000000 Penalty: 3864.685791
	Iteration 60F: 3 clusters Score -1.647234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -16472343.000000 Penalty: 3864.685791
	Iteration 61Q: 3 clusters Score -1.647234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 145464 members 
Entering Unmasked Estep 
Score: -16472343.000000 Penalty: 3864.685791
	Iteration 62Q: 3 clusters Score -1.647234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -16472344.000000 Penalty: 3864.685791
	Iteration 63Q: 3 clusters Score -1.647234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 145462 members 
Entering Unmasked Estep 
Score: -16472336.000000 Penalty: 3864.685791
	Iteration 64Q: 3 clusters Score -1.647234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -16472332.000000 Penalty: 3864.685791
	Iteration 65Q: 3 clusters Score -1.647233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -16472338.000000 Penalty: 3864.685791
	Iteration 66Q: 3 clusters Score -1.647234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -16472340.000000 Penalty: 3864.685791
	Iteration 67Q: 3 clusters Score -1.647234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -16472346.000000 Penalty: 3864.685791
	Iteration 68Q: 3 clusters Score -1.647235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -16472340.000000 Penalty: 3864.685791
	Iteration 69Q: 3 clusters Score -1.647234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 145476 members 
Entering Unmasked Estep 
Score: -16472332.000000 Penalty: 3864.685791
	Iteration 70Q: 3 clusters Score -1.647233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -16472329.000000 Penalty: 3864.685791
	Iteration 71Q: 3 clusters Score -1.647233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 145486 members 
Entering Unmasked Estep 
Score: -16472324.000000 Penalty: 3864.685791
	Iteration 72Q: 3 clusters Score -1.647232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -16472339.000000 Penalty: 3864.685791
	Iteration 73Q: 3 clusters Score -1.647234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -16472333.000000 Penalty: 3864.685791
	Iteration 74Q: 3 clusters Score -1.647233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -16472344.000000 Penalty: 3864.685791
	Iteration 75Q: 3 clusters Score -1.647234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 145499 members 
Entering Unmasked Estep 
Score: -16472351.000000 Penalty: 3864.685791
	Iteration 76Q: 3 clusters Score -1.647235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -16472353.000000 Penalty: 3864.685791
	Iteration 77Q: 3 clusters Score -1.647235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 145503 members 
Entering Unmasked Estep 
Score: -16472352.000000 Penalty: 3864.685791
	Iteration 78Q: 3 clusters Score -1.647235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -16472357.000000 Penalty: 3864.685791
	Iteration 79Q: 3 clusters Score -1.647236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -16472360.000000 Penalty: 3864.685791
	Iteration 80F: 3 clusters Score -1.647236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -16472357.000000 Penalty: 3864.685791
	Iteration 81Q: 3 clusters Score -1.647236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -16472353.000000 Penalty: 3864.685791
	Iteration 82Q: 3 clusters Score -1.647235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -16472353.000000 Penalty: 3864.685791
	Iteration 83F: 3 clusters Score -1.647235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1723652.500000 Penalty: 1563.421997
	Iteration 0F: 2 clusters Score -1723652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1713148.000000 Penalty: 3126.843994
	Iteration 0F: 3 clusters Score -1713148 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1716897.250000 Penalty: 3126.843994
	Iteration 1F: 3 clusters Score -1716897 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1717274.750000 Penalty: 3126.843994
	Iteration 2F: 3 clusters Score -1717275 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1717710.000000 Penalty: 3126.843994
	Iteration 3F: 3 clusters Score -1717710 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1718259.750000 Penalty: 3126.843994
	Iteration 4F: 3 clusters Score -1718260 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1718992.875000 Penalty: 3126.843994
	Iteration 5F: 3 clusters Score -1718993 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1719954.750000 Penalty: 3126.843994
	Iteration 6F: 3 clusters Score -1719955 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1720887.375000 Penalty: 3126.843994
	Iteration 7F: 3 clusters Score -1720887 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1721528.500000 Penalty: 3126.843994
	Iteration 8Q: 3 clusters Score -1721528 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1721926.875000 Penalty: 3126.843994
	Iteration 9Q: 3 clusters Score -1721927 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1722139.000000 Penalty: 3126.843994
	Iteration 10Q: 3 clusters Score -1722139 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1722253.750000 Penalty: 3126.843994
	Iteration 11Q: 3 clusters Score -1722254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1722315.250000 Penalty: 3126.843994
	Iteration 12Q: 3 clusters Score -1722315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1722350.500000 Penalty: 3126.843994
	Iteration 13Q: 3 clusters Score -1722350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1722368.125000 Penalty: 3126.843994
	Iteration 14Q: 3 clusters Score -1722368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1722393.000000 Penalty: 3126.843994
	Iteration 15Q: 3 clusters Score -1722393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1722401.750000 Penalty: 3126.843994
	Iteration 16Q: 3 clusters Score -1722402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1722419.000000 Penalty: 3126.843994
	Iteration 17Q: 3 clusters Score -1722419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1722428.500000 Penalty: 3126.843994
	Iteration 18Q: 3 clusters Score -1722428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1722437.125000 Penalty: 3126.843994
	Iteration 19Q: 3 clusters Score -1722437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1722445.750000 Penalty: 3126.843994
	Iteration 20F: 3 clusters Score -1722446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1722452.000000 Penalty: 3126.843994
	Iteration 21Q: 3 clusters Score -1722452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1722455.750000 Penalty: 3126.843994
	Iteration 22Q: 3 clusters Score -1722456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1722457.625000 Penalty: 3126.843994
	Iteration 23Q: 3 clusters Score -1722458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1722460.125000 Penalty: 3126.843994
	Iteration 24Q: 3 clusters Score -1722460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1722460.000000 Penalty: 3126.843994
	Iteration 25Q: 3 clusters Score -1722460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1722462.750000 Penalty: 3126.843994
	Iteration 26Q: 3 clusters Score -1722463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1722463.750000 Penalty: 3126.843994
	Iteration 27Q: 3 clusters Score -1722464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1722465.375000 Penalty: 3126.843994
	Iteration 28Q: 3 clusters Score -1722465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1722463.375000 Penalty: 3126.843994
	Iteration 29Q: 3 clusters Score -1722463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1722465.625000 Penalty: 3126.843994
	Iteration 30Q: 3 clusters Score -1722466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1722467.750000 Penalty: 3126.843994
	Iteration 31Q: 3 clusters Score -1722468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1722469.875000 Penalty: 3126.843994
	Iteration 32Q: 3 clusters Score -1722470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1722473.125000 Penalty: 3126.843994
	Iteration 33Q: 3 clusters Score -1722473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1722470.125000 Penalty: 3126.843994
	Iteration 34Q: 3 clusters Score -1722470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1722472.625000 Penalty: 3126.843994
	Iteration 35Q: 3 clusters Score -1722473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1722472.750000 Penalty: 3126.843994
	Iteration 36Q: 3 clusters Score -1722473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1722478.875000 Penalty: 3126.843994
	Iteration 37Q: 3 clusters Score -1722479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1722478.750000 Penalty: 3126.843994
	Iteration 38Q: 3 clusters Score -1722479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1722478.625000 Penalty: 3126.843994
	Iteration 39Q: 3 clusters Score -1722479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1722478.625000 Penalty: 3126.843994
	Iteration 40F: 3 clusters Score -1722479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Entering Unmasked Estep 
Score: -3555160.500000 Penalty: 1686.694702
	Iteration 0F: 2 clusters Score -3555160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3533409.500000 Penalty: 3373.389404
	Iteration 0F: 3 clusters Score -3533410 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3541675.750000 Penalty: 3373.389404
	Iteration 1F: 3 clusters Score -3541676 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3542091.500000 Penalty: 3373.389404
	Iteration 2Q: 3 clusters Score -3542092 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3542428.750000 Penalty: 3373.389404
	Iteration 3Q: 3 clusters Score -3542429 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3542874.750000 Penalty: 3373.389404
	Iteration 4Q: 3 clusters Score -3542875 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3543383.000000 Penalty: 3373.389404
	Iteration 5Q: 3 clusters Score -3543383 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3544076.750000 Penalty: 3373.389404
	Iteration 6Q: 3 clusters Score -3544077 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3545140.250000 Penalty: 3373.389404
	Iteration 7F: 3 clusters Score -3545140 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3546701.250000 Penalty: 3373.389404
	Iteration 8F: 3 clusters Score -3546701 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3548606.250000 Penalty: 3373.389404
	Iteration 9F: 3 clusters Score -3548606 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3550413.000000 Penalty: 3373.389404
	Iteration 10F: 3 clusters Score -3550413 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3551839.500000 Penalty: 3373.389404
	Iteration 11Q: 3 clusters Score -3551840 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3552694.500000 Penalty: 3373.389404
	Iteration 12Q: 3 clusters Score -3552694 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3553154.750000 Penalty: 3373.389404
	Iteration 13Q: 3 clusters Score -3553155 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3553388.000000 Penalty: 3373.389404
	Iteration 14Q: 3 clusters Score -3553388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3553516.250000 Penalty: 3373.389404
	Iteration 15Q: 3 clusters Score -3553516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3553579.000000 Penalty: 3373.389404
	Iteration 16Q: 3 clusters Score -3553579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3553622.750000 Penalty: 3373.389404
	Iteration 17Q: 3 clusters Score -3553623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3553645.250000 Penalty: 3373.389404
	Iteration 18Q: 3 clusters Score -3553645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3553670.750000 Penalty: 3373.389404
	Iteration 19Q: 3 clusters Score -3553671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3553680.000000 Penalty: 3373.389404
	Iteration 20F: 3 clusters Score -3553680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3553681.500000 Penalty: 3373.389404
	Iteration 21Q: 3 clusters Score -3553682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3553685.750000 Penalty: 3373.389404
	Iteration 22Q: 3 clusters Score -3553686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3553690.750000 Penalty: 3373.389404
	Iteration 23Q: 3 clusters Score -3553691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3553691.750000 Penalty: 3373.389404
	Iteration 24Q: 3 clusters Score -3553692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3553689.250000 Penalty: 3373.389404
	Iteration 25Q: 3 clusters Score -3553689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3553692.500000 Penalty: 3373.389404
	Iteration 26Q: 3 clusters Score -3553692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3553695.750000 Penalty: 3373.389404
	Iteration 27Q: 3 clusters Score -3553696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3553695.250000 Penalty: 3373.389404
	Iteration 28Q: 3 clusters Score -3553695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3553698.500000 Penalty: 3373.389404
	Iteration 29Q: 3 clusters Score -3553698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3553700.500000 Penalty: 3373.389404
	Iteration 30Q: 3 clusters Score -3553700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3553700.500000 Penalty: 3373.389404
	Iteration 31F: 3 clusters Score -3553700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Entering Unmasked Estep 
Score: -7536068.000000 Penalty: 1803.798706
	Iteration 0F: 2 clusters Score -7536068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -7491825.500000 Penalty: 3607.597412
	Iteration 0F: 3 clusters Score -7491826 nChanged 31224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -7510091.000000 Penalty: 3607.597412
	Iteration 1F: 3 clusters Score -7510091 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -7511029.500000 Penalty: 3607.597412
	Iteration 2Q: 3 clusters Score -7511030 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7512371.500000 Penalty: 3607.597412
	Iteration 3Q: 3 clusters Score -7512372 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -7514328.000000 Penalty: 3607.597412
	Iteration 4F: 3 clusters Score -7514328 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -7517126.000000 Penalty: 3607.597412
	Iteration 5F: 3 clusters Score -7517126 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -7520795.000000 Penalty: 3607.597412
	Iteration 6F: 3 clusters Score -7520795 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -7524692.500000 Penalty: 3607.597412
	Iteration 7F: 3 clusters Score -7524692 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -7528154.000000 Penalty: 3607.597412
	Iteration 8F: 3 clusters Score -7528154 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -7530654.500000 Penalty: 3607.597412
	Iteration 9Q: 3 clusters Score -7530654 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -7532316.000000 Penalty: 3607.597412
	Iteration 10Q: 3 clusters Score -7532316 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -7533220.000000 Penalty: 3607.597412
	Iteration 11Q: 3 clusters Score -7533220 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -7533783.000000 Penalty: 3607.597412
	Iteration 12Q: 3 clusters Score -7533783 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -7534172.000000 Penalty: 3607.597412
	Iteration 13Q: 3 clusters Score -7534172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -7534441.000000 Penalty: 3607.597412
	Iteration 14Q: 3 clusters Score -7534441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -7534631.500000 Penalty: 3607.597412
	Iteration 15Q: 3 clusters Score -7534632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -7534734.500000 Penalty: 3607.597412
	Iteration 16Q: 3 clusters Score -7534734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -7534763.500000 Penalty: 3607.597412
	Iteration 17Q: 3 clusters Score -7534764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -7534807.500000 Penalty: 3607.597412
	Iteration 18Q: 3 clusters Score -7534808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -7534822.000000 Penalty: 3607.597412
	Iteration 19Q: 3 clusters Score -7534822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -7534829.500000 Penalty: 3607.597412
	Iteration 20F: 3 clusters Score -7534830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -7534834.500000 Penalty: 3607.597412
	Iteration 21Q: 3 clusters Score -7534834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -7534843.000000 Penalty: 3607.597412
	Iteration 22Q: 3 clusters Score -7534843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -7534844.000000 Penalty: 3607.597412
	Iteration 23Q: 3 clusters Score -7534844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -7534851.000000 Penalty: 3607.597412
	Iteration 24Q: 3 clusters Score -7534851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -7534856.500000 Penalty: 3607.597412
	Iteration 25Q: 3 clusters Score -7534856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -7534856.500000 Penalty: 3607.597412
	Iteration 26Q: 3 clusters Score -7534856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -7534859.500000 Penalty: 3607.597412
	Iteration 27Q: 3 clusters Score -7534860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -7534853.500000 Penalty: 3607.597412
	Iteration 28Q: 3 clusters Score -7534854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -7534856.500000 Penalty: 3607.597412
	Iteration 29Q: 3 clusters Score -7534856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -7534856.500000 Penalty: 3607.597412
	Iteration 30Q: 3 clusters Score -7534856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -7534857.500000 Penalty: 3607.597412
	Iteration 31Q: 3 clusters Score -7534858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -7534864.500000 Penalty: 3607.597412
	Iteration 32Q: 3 clusters Score -7534864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -7534870.500000 Penalty: 3607.597412
	Iteration 33Q: 3 clusters Score -7534870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7534872.000000 Penalty: 3607.597412
	Iteration 34Q: 3 clusters Score -7534872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7534870.500000 Penalty: 3607.597412
	Iteration 35Q: 3 clusters Score -7534870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -7534869.500000 Penalty: 3607.597412
	Iteration 36Q: 3 clusters Score -7534870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -7534875.500000 Penalty: 3607.597412
	Iteration 37Q: 3 clusters Score -7534876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -7534870.500000 Penalty: 3607.597412
	Iteration 38Q: 3 clusters Score -7534870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -7534871.500000 Penalty: 3607.597412
	Iteration 39Q: 3 clusters Score -7534872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -7534874.500000 Penalty: 3607.597412
	Iteration 40F: 3 clusters Score -7534874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -7534868.000000 Penalty: 3607.597412
	Iteration 41Q: 3 clusters Score -7534868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7534867.500000 Penalty: 3607.597412
	Iteration 42Q: 3 clusters Score -7534868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7534867.500000 Penalty: 3607.597412
	Iteration 43F: 3 clusters Score -7534868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (129799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Entering Unmasked Estep 
Score: -14578434.000000 Penalty: 1913.233154
	Iteration 0F: 2 clusters Score -1.457843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -14493694.000000 Penalty: 3826.466309
	Iteration 0F: 3 clusters Score -1.449369e+07 nChanged 62421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -14531155.000000 Penalty: 3826.466309
	Iteration 1F: 3 clusters Score -1.453116e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -14533027.000000 Penalty: 3826.466309
	Iteration 2Q: 3 clusters Score -1.453303e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -14536035.000000 Penalty: 3826.466309
	Iteration 3Q: 3 clusters Score -1.453604e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -14540970.000000 Penalty: 3826.466309
	Iteration 4F: 3 clusters Score -1.454097e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -14548552.000000 Penalty: 3826.466309
	Iteration 5F: 3 clusters Score -1.454855e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -14557736.000000 Penalty: 3826.466309
	Iteration 6F: 3 clusters Score -1.455774e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -14565928.000000 Penalty: 3826.466309
	Iteration 7F: 3 clusters Score -1.456593e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 121441 members 
Entering Unmasked Estep 
Score: -14571731.000000 Penalty: 3826.466309
	Iteration 8F: 3 clusters Score -1.457173e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -14574760.000000 Penalty: 3826.466309
	Iteration 9Q: 3 clusters Score -1.457476e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -14576033.000000 Penalty: 3826.466309
	Iteration 10Q: 3 clusters Score -1.457603e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 127525 members 
Entering Unmasked Estep 
Score: -14576655.000000 Penalty: 3826.466309
	Iteration 11Q: 3 clusters Score -1.457666e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 127933 members 
Entering Unmasked Estep 
Score: -14576962.000000 Penalty: 3826.466309
	Iteration 12Q: 3 clusters Score -1.457696e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 128156 members 
Entering Unmasked Estep 
Score: -14577123.000000 Penalty: 3826.466309
	Iteration 13Q: 3 clusters Score -1.457712e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 128295 members 
Entering Unmasked Estep 
Score: -14577312.000000 Penalty: 3826.466309
	Iteration 14Q: 3 clusters Score -1.457731e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 128358 members 
Entering Unmasked Estep 
Score: -14577416.000000 Penalty: 3826.466309
	Iteration 15Q: 3 clusters Score -1.457742e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -14577509.000000 Penalty: 3826.466309
	Iteration 16Q: 3 clusters Score -1.457751e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 128404 members 
Entering Unmasked Estep 
Score: -14577563.000000 Penalty: 3826.466309
	Iteration 17Q: 3 clusters Score -1.457756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -14577584.000000 Penalty: 3826.466309
	Iteration 18Q: 3 clusters Score -1.457758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -14577626.000000 Penalty: 3826.466309
	Iteration 19Q: 3 clusters Score -1.457763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 128427 members 
Entering Unmasked Estep 
Score: -14577653.000000 Penalty: 3826.466309
	Iteration 20F: 3 clusters Score -1.457765e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
Score: -14577663.000000 Penalty: 3826.466309
	Iteration 21Q: 3 clusters Score -1.457766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -14577653.000000 Penalty: 3826.466309
	Iteration 22Q: 3 clusters Score -1.457765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 128449 members 
Entering Unmasked Estep 
Score: -14577643.000000 Penalty: 3826.466309
	Iteration 23Q: 3 clusters Score -1.457764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -14577645.000000 Penalty: 3826.466309
	Iteration 24Q: 3 clusters Score -1.457764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -14577651.000000 Penalty: 3826.466309
	Iteration 25Q: 3 clusters Score -1.457765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 128474 members 
Entering Unmasked Estep 
Score: -14577651.000000 Penalty: 3826.466309
	Iteration 26Q: 3 clusters Score -1.457765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 128477 members 
Entering Unmasked Estep 
Score: -14577668.000000 Penalty: 3826.466309
	Iteration 27Q: 3 clusters Score -1.457767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -14577679.000000 Penalty: 3826.466309
	Iteration 28Q: 3 clusters Score -1.457768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -14577675.000000 Penalty: 3826.466309
	Iteration 29Q: 3 clusters Score -1.457768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -14577679.000000 Penalty: 3826.466309
	Iteration 30Q: 3 clusters Score -1.457768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -14577683.000000 Penalty: 3826.466309
	Iteration 31Q: 3 clusters Score -1.457768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -14577693.000000 Penalty: 3826.466309
	Iteration 32Q: 3 clusters Score -1.457769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -14577699.000000 Penalty: 3826.466309
	Iteration 33Q: 3 clusters Score -1.45777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -14577711.000000 Penalty: 3826.466309
	Iteration 34Q: 3 clusters Score -1.457771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 128496 members 
Entering Unmasked Estep 
Score: -14577710.000000 Penalty: 3826.466309
	Iteration 35Q: 3 clusters Score -1.457771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -14577720.000000 Penalty: 3826.466309
	Iteration 36Q: 3 clusters Score -1.457772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -14577721.000000 Penalty: 3826.466309
	Iteration 37Q: 3 clusters Score -1.457772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -14577715.000000 Penalty: 3826.466309
	Iteration 38Q: 3 clusters Score -1.457772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 128484 members 
Entering Unmasked Estep 
Score: -14577722.000000 Penalty: 3826.466309
	Iteration 39Q: 3 clusters Score -1.457772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 128481 members 
Entering Unmasked Estep 
Score: -14577719.000000 Penalty: 3826.466309
	Iteration 40F: 3 clusters Score -1.457772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -14577730.000000 Penalty: 3826.466309
	Iteration 41Q: 3 clusters Score -1.457773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -14577729.000000 Penalty: 3826.466309
	Iteration 42Q: 3 clusters Score -1.457773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 128474 members 
Entering Unmasked Estep 
Score: -14577736.000000 Penalty: 3826.466309
	Iteration 43Q: 3 clusters Score -1.457774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -14577735.000000 Penalty: 3826.466309
	Iteration 44Q: 3 clusters Score -1.457774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 128466 members 
Entering Unmasked Estep 
Score: -14577740.000000 Penalty: 3826.466309
	Iteration 45Q: 3 clusters Score -1.457774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -14577755.000000 Penalty: 3826.466309
	Iteration 46Q: 3 clusters Score -1.457776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 128452 members 
Entering Unmasked Estep 
Score: -14577747.000000 Penalty: 3826.466309
	Iteration 47Q: 3 clusters Score -1.457775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 128448 members 
Entering Unmasked Estep 
Score: -14577746.000000 Penalty: 3826.466309
	Iteration 48Q: 3 clusters Score -1.457775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 128441 members 
Entering Unmasked Estep 
Score: -14577743.000000 Penalty: 3826.466309
	Iteration 49Q: 3 clusters Score -1.457774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -14577752.000000 Penalty: 3826.466309
	Iteration 50Q: 3 clusters Score -1.457775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -14577746.000000 Penalty: 3826.466309
	Iteration 51Q: 3 clusters Score -1.457775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -14577741.000000 Penalty: 3826.466309
	Iteration 52Q: 3 clusters Score -1.457774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -14577742.000000 Penalty: 3826.466309
	Iteration 53Q: 3 clusters Score -1.457774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -14577744.000000 Penalty: 3826.466309
	Iteration 54Q: 3 clusters Score -1.457774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -14577744.000000 Penalty: 3826.466309
	Iteration 55F: 3 clusters Score -1.457774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Entering Unmasked Estep 
Score: -5082829.500000 Penalty: 1739.547241
	Iteration 0F: 2 clusters Score -5082830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -5052960.500000 Penalty: 3479.094482
	Iteration 0F: 3 clusters Score -5052960 nChanged 21020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5064902.000000 Penalty: 3479.094482
	Iteration 1F: 3 clusters Score -5064902 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5065553.500000 Penalty: 3479.094482
	Iteration 2Q: 3 clusters Score -5065554 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5066532.500000 Penalty: 3479.094482
	Iteration 3Q: 3 clusters Score -5066532 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5068141.500000 Penalty: 3479.094482
	Iteration 4F: 3 clusters Score -5068142 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5070710.000000 Penalty: 3479.094482
	Iteration 5F: 3 clusters Score -5070710 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5074234.000000 Penalty: 3479.094482
	Iteration 6F: 3 clusters Score -5074234 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5077624.000000 Penalty: 3479.094482
	Iteration 7F: 3 clusters Score -5077624 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5079814.000000 Penalty: 3479.094482
	Iteration 8Q: 3 clusters Score -5079814 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5080845.000000 Penalty: 3479.094482
	Iteration 9Q: 3 clusters Score -5080845 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5081146.500000 Penalty: 3479.094482
	Iteration 10Q: 3 clusters Score -5081146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5081293.500000 Penalty: 3479.094482
	Iteration 11Q: 3 clusters Score -5081294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5081359.500000 Penalty: 3479.094482
	Iteration 12Q: 3 clusters Score -5081360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -5081377.000000 Penalty: 3479.094482
	Iteration 13Q: 3 clusters Score -5081377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -5081394.500000 Penalty: 3479.094482
	Iteration 14Q: 3 clusters Score -5081394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5081404.500000 Penalty: 3479.094482
	Iteration 15Q: 3 clusters Score -5081404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5081414.500000 Penalty: 3479.094482
	Iteration 16Q: 3 clusters Score -5081414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5081423.000000 Penalty: 3479.094482
	Iteration 17Q: 3 clusters Score -5081423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -5081424.500000 Penalty: 3479.094482
	Iteration 18Q: 3 clusters Score -5081424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5081426.500000 Penalty: 3479.094482
	Iteration 19Q: 3 clusters Score -5081426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5081426.500000 Penalty: 3479.094482
	Iteration 20F: 3 clusters Score -5081426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -222639.406250 Penalty: 1243.538696
	Iteration 0F: 2 clusters Score -222639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -220454.984375 Penalty: 2487.077393
	Iteration 0F: 3 clusters Score -220455 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220912.937500 Penalty: 2487.077393
	Iteration 1F: 3 clusters Score -220912.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -221011.343750 Penalty: 2487.077393
	Iteration 2F: 3 clusters Score -221011.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221074.812500 Penalty: 2487.077393
	Iteration 3Q: 3 clusters Score -221074.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221118.078125 Penalty: 2487.077393
	Iteration 4Q: 3 clusters Score -221118.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221153.828125 Penalty: 2487.077393
	Iteration 5Q: 3 clusters Score -221153.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221191.390625 Penalty: 2487.077393
	Iteration 6Q: 3 clusters Score -221191.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221210.453125 Penalty: 2487.077393
	Iteration 7Q: 3 clusters Score -221210.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221232.328125 Penalty: 2487.077393
	Iteration 8Q: 3 clusters Score -221232.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221246.406250 Penalty: 2487.077393
	Iteration 9Q: 3 clusters Score -221246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221253.437500 Penalty: 2487.077393
	Iteration 10Q: 3 clusters Score -221253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221269.890625 Penalty: 2487.077393
	Iteration 11Q: 3 clusters Score -221269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221289.171875 Penalty: 2487.077393
	Iteration 12Q: 3 clusters Score -221289.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -221304.718750 Penalty: 2487.077393
	Iteration 13Q: 3 clusters Score -221304.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221320.968750 Penalty: 2487.077393
	Iteration 14Q: 3 clusters Score -221321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -221332.312500 Penalty: 2487.077393
	Iteration 15Q: 3 clusters Score -221332.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -221347.234375 Penalty: 2487.077393
	Iteration 16Q: 3 clusters Score -221347.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221362.625000 Penalty: 2487.077393
	Iteration 17Q: 3 clusters Score -221362.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221384.953125 Penalty: 2487.077393
	Iteration 18Q: 3 clusters Score -221385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -221406.796875 Penalty: 2487.077393
	Iteration 19Q: 3 clusters Score -221406.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221424.953125 Penalty: 2487.077393
	Iteration 20F: 3 clusters Score -221425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221452.234375 Penalty: 2487.077393
	Iteration 21Q: 3 clusters Score -221452.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -221475.046875 Penalty: 2487.077393
	Iteration 22Q: 3 clusters Score -221475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221494.343750 Penalty: 2487.077393
	Iteration 23Q: 3 clusters Score -221494.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -221519.468750 Penalty: 2487.077393
	Iteration 24Q: 3 clusters Score -221519.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -221539.406250 Penalty: 2487.077393
	Iteration 25Q: 3 clusters Score -221539.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221561.250000 Penalty: 2487.077393
	Iteration 26Q: 3 clusters Score -221561.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -221584.531250 Penalty: 2487.077393
	Iteration 27Q: 3 clusters Score -221584.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221605.640625 Penalty: 2487.077393
	Iteration 28Q: 3 clusters Score -221605.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221626.765625 Penalty: 2487.077393
	Iteration 29Q: 3 clusters Score -221626.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221650.781250 Penalty: 2487.077393
	Iteration 30Q: 3 clusters Score -221650.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221665.093750 Penalty: 2487.077393
	Iteration 31Q: 3 clusters Score -221665.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -221680.328125 Penalty: 2487.077393
	Iteration 32Q: 3 clusters Score -221680.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221693.515625 Penalty: 2487.077393
	Iteration 33Q: 3 clusters Score -221693.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221710.078125 Penalty: 2487.077393
	Iteration 34Q: 3 clusters Score -221710.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221725.453125 Penalty: 2487.077393
	Iteration 35Q: 3 clusters Score -221725.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221742.562500 Penalty: 2487.077393
	Iteration 36Q: 3 clusters Score -221742.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -221764.046875 Penalty: 2487.077393
	Iteration 37Q: 3 clusters Score -221764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -221779.593750 Penalty: 2487.077393
	Iteration 38Q: 3 clusters Score -221779.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221799.875000 Penalty: 2487.077393
	Iteration 39Q: 3 clusters Score -221799.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221817.812500 Penalty: 2487.077393
	Iteration 40F: 3 clusters Score -221817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -221840.343750 Penalty: 2487.077393
	Iteration 41Q: 3 clusters Score -221840.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -221868.625000 Penalty: 2487.077393
	Iteration 42Q: 3 clusters Score -221868.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221891.125000 Penalty: 2487.077393
	Iteration 43Q: 3 clusters Score -221891.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -221910.953125 Penalty: 2487.077393
	Iteration 44Q: 3 clusters Score -221911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -221937.609375 Penalty: 2487.077393
	Iteration 45Q: 3 clusters Score -221937.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -221959.484375 Penalty: 2487.077393
	Iteration 46Q: 3 clusters Score -221959.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -221991.328125 Penalty: 2487.077393
	Iteration 47Q: 3 clusters Score -221991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -222019.781250 Penalty: 2487.077393
	Iteration 48Q: 3 clusters Score -222019.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -222053.500000 Penalty: 2487.077393
	Iteration 49Q: 3 clusters Score -222053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -222076.140625 Penalty: 2487.077393
	Iteration 50Q: 3 clusters Score -222076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -222089.187500 Penalty: 2487.077393
	Iteration 51Q: 3 clusters Score -222089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -222096.218750 Penalty: 2487.077393
	Iteration 52Q: 3 clusters Score -222096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -222099.687500 Penalty: 2487.077393
	Iteration 53Q: 3 clusters Score -222099.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -222103.359375 Penalty: 2487.077393
	Iteration 54Q: 3 clusters Score -222103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -222107.328125 Penalty: 2487.077393
	Iteration 55Q: 3 clusters Score -222107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -222109.250000 Penalty: 2487.077393
	Iteration 56Q: 3 clusters Score -222109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222111.218750 Penalty: 2487.077393
	Iteration 57Q: 3 clusters Score -222111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -222111.937500 Penalty: 2487.077393
	Iteration 58Q: 3 clusters Score -222111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -222112.250000 Penalty: 2487.077393
	Iteration 59Q: 3 clusters Score -222112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -222112.250000 Penalty: 2487.077393
	Iteration 60F: 3 clusters Score -222112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46622 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 145997 members 
Mstep: Class 15 contains 15079 members 
Mstep: Class 16 contains 32198 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 20 contains 129799 members 
Mstep: Class 23 contains 44574 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749748.000000 Penalty: 34528.816406
Iteration 199Q: 17 clusters Score -6.474975e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5576 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46602 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146004 members 
Mstep: Class 15 contains 15137 members 
Mstep: Class 16 contains 32202 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 20 contains 129749 members 
Mstep: Class 23 contains 44588 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749808.000000 Penalty: 34528.816406
Iteration 200F: 17 clusters Score -6.474981e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5568 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46582 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146023 members 
Mstep: Class 15 contains 15193 members 
Mstep: Class 16 contains 32199 members 
Mstep: Class 18 contains 66186 members 
Mstep: Class 20 contains 129707 members 
Mstep: Class 23 contains 44589 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749888.000000 Penalty: 34528.816406
Iteration 201Q: 17 clusters Score -6.474989e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146035 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 32201 members 
Mstep: Class 18 contains 66178 members 
Mstep: Class 20 contains 129657 members 
Mstep: Class 23 contains 44588 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749848.000000 Penalty: 34528.816406
Iteration 202Q: 17 clusters Score -6.474985e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 5551 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146046 members 
Mstep: Class 15 contains 15330 members 
Mstep: Class 16 contains 32197 members 
Mstep: Class 18 contains 66174 members 
Mstep: Class 20 contains 129606 members 
Mstep: Class 23 contains 44590 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749820.000000 Penalty: 34528.816406
Iteration 203Q: 17 clusters Score -6.474982e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46547 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146058 members 
Mstep: Class 15 contains 15393 members 
Mstep: Class 16 contains 32182 members 
Mstep: Class 18 contains 66169 members 
Mstep: Class 20 contains 129564 members 
Mstep: Class 23 contains 44596 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749868.000000 Penalty: 34528.816406
Iteration 204Q: 17 clusters Score -6.474987e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46545 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146070 members 
Mstep: Class 15 contains 15444 members 
Mstep: Class 16 contains 32185 members 
Mstep: Class 18 contains 66161 members 
Mstep: Class 20 contains 129514 members 
Mstep: Class 23 contains 44606 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749876.000000 Penalty: 34528.816406
Iteration 205Q: 17 clusters Score -6.474988e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46544 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146068 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 32191 members 
Mstep: Class 18 contains 66145 members 
Mstep: Class 20 contains 129487 members 
Mstep: Class 23 contains 44620 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749916.000000 Penalty: 34528.816406
Iteration 206Q: 17 clusters Score -6.474992e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46536 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146084 members 
Mstep: Class 15 contains 15537 members 
Mstep: Class 16 contains 32179 members 
Mstep: Class 18 contains 66131 members 
Mstep: Class 20 contains 129459 members 
Mstep: Class 23 contains 44628 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749728.000000 Penalty: 34528.816406
Iteration 207Q: 17 clusters Score -6.474973e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46534 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2214 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 146105 members 
Mstep: Class 15 contains 15583 members 
Mstep: Class 16 contains 32174 members 
Mstep: Class 18 contains 66122 members 
Mstep: Class 20 contains 129413 members 
Mstep: Class 23 contains 44638 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749820.000000 Penalty: 34528.816406
Iteration 208Q: 17 clusters Score -6.474982e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 146095 members 
Mstep: Class 15 contains 15627 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 18 contains 66117 members 
Mstep: Class 20 contains 129395 members 
Mstep: Class 23 contains 44646 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749796.000000 Penalty: 34528.816406
Iteration 209Q: 17 clusters Score -6.47498e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 5457 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46543 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 146062 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 32176 members 
Mstep: Class 18 contains 66113 members 
Mstep: Class 20 contains 129386 members 
Mstep: Class 23 contains 44657 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749672.000000 Penalty: 34528.816406
Iteration 210Q: 17 clusters Score -6.474967e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 146047 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 32176 members 
Mstep: Class 18 contains 66105 members 
Mstep: Class 20 contains 129380 members 
Mstep: Class 23 contains 44667 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749684.000000 Penalty: 34528.816406
Iteration 211Q: 17 clusters Score -6.474968e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 5420 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146036 members 
Mstep: Class 15 contains 15744 members 
Mstep: Class 16 contains 32171 members 
Mstep: Class 18 contains 66103 members 
Mstep: Class 20 contains 129362 members 
Mstep: Class 23 contains 44679 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749588.000000 Penalty: 34528.816406
Iteration 212Q: 17 clusters Score -6.474959e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46525 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 146028 members 
Mstep: Class 15 contains 15774 members 
Mstep: Class 16 contains 32160 members 
Mstep: Class 18 contains 66093 members 
Mstep: Class 20 contains 129366 members 
Mstep: Class 23 contains 44689 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749556.000000 Penalty: 34528.816406
Iteration 213Q: 17 clusters Score -6.474956e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 146032 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 16 contains 32153 members 
Mstep: Class 18 contains 66084 members 
Mstep: Class 20 contains 129364 members 
Mstep: Class 23 contains 44695 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749592.000000 Penalty: 34528.816406
Iteration 214Q: 17 clusters Score -6.474959e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46509 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 146024 members 
Mstep: Class 15 contains 15833 members 
Mstep: Class 16 contains 32156 members 
Mstep: Class 18 contains 66077 members 
Mstep: Class 20 contains 129358 members 
Mstep: Class 23 contains 44699 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749592.000000 Penalty: 34528.816406
Iteration 215Q: 17 clusters Score -6.474959e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46513 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2261 members 
Mstep: Class 11 contains 146031 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 32154 members 
Mstep: Class 18 contains 66068 members 
Mstep: Class 20 contains 129335 members 
Mstep: Class 23 contains 44701 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749628.000000 Penalty: 34528.816406
Iteration 216Q: 17 clusters Score -6.474963e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46520 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 146041 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 32153 members 
Mstep: Class 18 contains 66059 members 
Mstep: Class 20 contains 129288 members 
Mstep: Class 23 contains 44706 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749652.000000 Penalty: 34528.816406
Iteration 217Q: 17 clusters Score -6.474965e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5346 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46517 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146057 members 
Mstep: Class 15 contains 15950 members 
Mstep: Class 16 contains 32153 members 
Mstep: Class 18 contains 66049 members 
Mstep: Class 20 contains 129249 members 
Mstep: Class 23 contains 44713 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749600.000000 Penalty: 34528.816406
Iteration 218Q: 17 clusters Score -6.47496e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46510 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 146085 members 
Mstep: Class 15 contains 15977 members 
Mstep: Class 16 contains 32145 members 
Mstep: Class 18 contains 66040 members 
Mstep: Class 20 contains 129220 members 
Mstep: Class 23 contains 44720 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749584.000000 Penalty: 34528.816406
Iteration 219Q: 17 clusters Score -6.474958e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5340 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46505 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 146102 members 
Mstep: Class 15 contains 15997 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 18 contains 66029 members 
Mstep: Class 20 contains 129201 members 
Mstep: Class 23 contains 44729 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749624.000000 Penalty: 34528.816406
Iteration 220F: 17 clusters Score -6.474962e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5337 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46499 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 146121 members 
Mstep: Class 15 contains 16014 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 18 contains 66023 members 
Mstep: Class 20 contains 129179 members 
Mstep: Class 23 contains 44736 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749584.000000 Penalty: 34528.816406
Iteration 221Q: 17 clusters Score -6.474958e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5334 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46499 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146137 members 
Mstep: Class 15 contains 16033 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 18 contains 66020 members 
Mstep: Class 20 contains 129147 members 
Mstep: Class 23 contains 44736 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749548.000000 Penalty: 34528.816406
Iteration 222Q: 17 clusters Score -6.474955e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5332 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46503 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146147 members 
Mstep: Class 15 contains 16055 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 18 contains 66014 members 
Mstep: Class 20 contains 129117 members 
Mstep: Class 23 contains 44743 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749564.000000 Penalty: 34528.816406
Iteration 223Q: 17 clusters Score -6.474956e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5326 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46500 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146153 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 18 contains 66011 members 
Mstep: Class 20 contains 129095 members 
Mstep: Class 23 contains 44745 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749672.000000 Penalty: 34528.816406
Iteration 224Q: 17 clusters Score -6.474967e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46500 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146149 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 32130 members 
Mstep: Class 18 contains 66008 members 
Mstep: Class 20 contains 129062 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749604.000000 Penalty: 34528.816406
Iteration 225Q: 17 clusters Score -6.47496e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46505 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 146156 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 32120 members 
Mstep: Class 18 contains 66003 members 
Mstep: Class 20 contains 129028 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749528.000000 Penalty: 34528.816406
Iteration 226Q: 17 clusters Score -6.474953e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146147 members 
Mstep: Class 15 contains 16197 members 
Mstep: Class 16 contains 32120 members 
Mstep: Class 18 contains 65995 members 
Mstep: Class 20 contains 129008 members 
Mstep: Class 23 contains 44749 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749572.000000 Penalty: 34528.816406
Iteration 227Q: 17 clusters Score -6.474957e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46515 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146136 members 
Mstep: Class 15 contains 16242 members 
Mstep: Class 16 contains 32117 members 
Mstep: Class 18 contains 65992 members 
Mstep: Class 20 contains 128986 members 
Mstep: Class 23 contains 44745 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749584.000000 Penalty: 34528.816406
Iteration 228Q: 17 clusters Score -6.474958e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46525 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146134 members 
Mstep: Class 15 contains 16280 members 
Mstep: Class 16 contains 32121 members 
Mstep: Class 18 contains 65989 members 
Mstep: Class 20 contains 128941 members 
Mstep: Class 23 contains 44749 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749596.000000 Penalty: 34528.816406
Iteration 229Q: 17 clusters Score -6.47496e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46529 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146142 members 
Mstep: Class 15 contains 16325 members 
Mstep: Class 16 contains 32122 members 
Mstep: Class 18 contains 65987 members 
Mstep: Class 20 contains 128892 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749616.000000 Penalty: 34528.816406
Iteration 230Q: 17 clusters Score -6.474962e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146157 members 
Mstep: Class 15 contains 16353 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 18 contains 65988 members 
Mstep: Class 20 contains 128854 members 
Mstep: Class 23 contains 44751 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749600.000000 Penalty: 34528.816406
Iteration 231Q: 17 clusters Score -6.47496e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46538 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146173 members 
Mstep: Class 15 contains 16389 members 
Mstep: Class 16 contains 32115 members 
Mstep: Class 18 contains 65980 members 
Mstep: Class 20 contains 128813 members 
Mstep: Class 23 contains 44753 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749652.000000 Penalty: 34528.816406
Iteration 232Q: 17 clusters Score -6.474965e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146176 members 
Mstep: Class 15 contains 16422 members 
Mstep: Class 16 contains 32114 members 
Mstep: Class 18 contains 65971 members 
Mstep: Class 20 contains 128776 members 
Mstep: Class 23 contains 44756 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749644.000000 Penalty: 34528.816406
Iteration 233Q: 17 clusters Score -6.474964e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46544 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146180 members 
Mstep: Class 15 contains 16449 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 18 contains 65969 members 
Mstep: Class 20 contains 128741 members 
Mstep: Class 23 contains 44763 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749628.000000 Penalty: 34528.816406
Iteration 234Q: 17 clusters Score -6.474963e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46552 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146183 members 
Mstep: Class 15 contains 16483 members 
Mstep: Class 16 contains 32106 members 
Mstep: Class 18 contains 65966 members 
Mstep: Class 20 contains 128700 members 
Mstep: Class 23 contains 44768 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749640.000000 Penalty: 34528.816406
Iteration 235Q: 17 clusters Score -6.474964e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146171 members 
Mstep: Class 15 contains 16521 members 
Mstep: Class 16 contains 32105 members 
Mstep: Class 18 contains 65966 members 
Mstep: Class 20 contains 128658 members 
Mstep: Class 23 contains 44783 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749648.000000 Penalty: 34528.816406
Iteration 236Q: 17 clusters Score -6.474965e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46552 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146162 members 
Mstep: Class 15 contains 16562 members 
Mstep: Class 16 contains 32104 members 
Mstep: Class 18 contains 65962 members 
Mstep: Class 20 contains 128624 members 
Mstep: Class 23 contains 44793 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749668.000000 Penalty: 34528.816406
Iteration 237Q: 17 clusters Score -6.474967e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46552 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 146156 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 16 contains 32100 members 
Mstep: Class 18 contains 65955 members 
Mstep: Class 20 contains 128595 members 
Mstep: Class 23 contains 44802 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749744.000000 Penalty: 34528.816406
Iteration 238Q: 17 clusters Score -6.474974e+07 nChanged 156
Entering ConstructFrom: 
Score: -64749744.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Entering Unmasked Estep 
Score: -9637485.000000 Penalty: 1846.717285
	Iteration 0F: 2 clusters Score -9637485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9579762.000000 Penalty: 3693.434570
	Iteration 0F: 3 clusters Score -9579762 nChanged 41077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9603718.000000 Penalty: 3693.434570
	Iteration 1F: 3 clusters Score -9603718 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -9604411.000000 Penalty: 3693.434570
	Iteration 2Q: 3 clusters Score -9604411 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -9605535.000000 Penalty: 3693.434570
	Iteration 3Q: 3 clusters Score -9605535 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9607588.000000 Penalty: 3693.434570
	Iteration 4Q: 3 clusters Score -9607588 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -9611227.000000 Penalty: 3693.434570
	Iteration 5F: 3 clusters Score -9611227 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -9617232.000000 Penalty: 3693.434570
	Iteration 6F: 3 clusters Score -9617232 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -9624371.000000 Penalty: 3693.434570
	Iteration 7F: 3 clusters Score -9624371 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -9630353.000000 Penalty: 3693.434570
	Iteration 8F: 3 clusters Score -9630353 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -9633684.000000 Penalty: 3693.434570
	Iteration 9Q: 3 clusters Score -9633684 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9635118.000000 Penalty: 3693.434570
	Iteration 10Q: 3 clusters Score -9635118 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9635513.000000 Penalty: 3693.434570
	Iteration 11Q: 3 clusters Score -9635513 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9635697.000000 Penalty: 3693.434570
	Iteration 12Q: 3 clusters Score -9635697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9635775.000000 Penalty: 3693.434570
	Iteration 13Q: 3 clusters Score -9635775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9635827.000000 Penalty: 3693.434570
	Iteration 14Q: 3 clusters Score -9635827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9635866.000000 Penalty: 3693.434570
	Iteration 15Q: 3 clusters Score -9635866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9635901.000000 Penalty: 3693.434570
	Iteration 16Q: 3 clusters Score -9635901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9635926.000000 Penalty: 3693.434570
	Iteration 17Q: 3 clusters Score -9635926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9635939.000000 Penalty: 3693.434570
	Iteration 18Q: 3 clusters Score -9635939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9635944.000000 Penalty: 3693.434570
	Iteration 19Q: 3 clusters Score -9635944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9635958.000000 Penalty: 3693.434570
	Iteration 20F: 3 clusters Score -9635958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9635964.000000 Penalty: 3693.434570
	Iteration 21Q: 3 clusters Score -9635964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9635974.000000 Penalty: 3693.434570
	Iteration 22Q: 3 clusters Score -9635974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9635983.000000 Penalty: 3693.434570
	Iteration 23Q: 3 clusters Score -9635983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9635983.000000 Penalty: 3693.434570
	Iteration 24F: 3 clusters Score -9635983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -131853.609375 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -131853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -130251.046875 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -130251 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -130515.875000 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -130515.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130598.890625 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -130598.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130632.445312 Penalty: 2304.274902
	Iteration 3Q: 3 clusters Score -130632.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -130646.335938 Penalty: 2304.274902
	Iteration 4Q: 3 clusters Score -130646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130655.296875 Penalty: 2304.274902
	Iteration 5Q: 3 clusters Score -130655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130661.156250 Penalty: 2304.274902
	Iteration 6Q: 3 clusters Score -130661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130664.617188 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -130664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130672.687500 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -130672.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130680.789062 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -130680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130685.312500 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -130685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130688.976562 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -130689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130691.804688 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -130691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -130693.390625 Penalty: 2304.274902
	Iteration 13Q: 3 clusters Score -130693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130696.296875 Penalty: 2304.274902
	Iteration 14Q: 3 clusters Score -130696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130698.531250 Penalty: 2304.274902
	Iteration 15Q: 3 clusters Score -130698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -130700.765625 Penalty: 2304.274902
	Iteration 16Q: 3 clusters Score -130700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130701.226562 Penalty: 2304.274902
	Iteration 17Q: 3 clusters Score -130701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130701.226562 Penalty: 2304.274902
	Iteration 18F: 3 clusters Score -130701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -548486.250000 Penalty: 1381.620850
	Iteration 0F: 2 clusters Score -548486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -544587.812500 Penalty: 2763.241699
	Iteration 0F: 3 clusters Score -544587.8 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -545660.562500 Penalty: 2763.241699
	Iteration 1F: 3 clusters Score -545660.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -545816.125000 Penalty: 2763.241699
	Iteration 2F: 3 clusters Score -545816.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -545928.187500 Penalty: 2763.241699
	Iteration 3Q: 3 clusters Score -545928.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -546015.125000 Penalty: 2763.241699
	Iteration 4Q: 3 clusters Score -546015.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -546090.187500 Penalty: 2763.241699
	Iteration 5Q: 3 clusters Score -546090.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -546161.312500 Penalty: 2763.241699
	Iteration 6Q: 3 clusters Score -546161.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -546237.125000 Penalty: 2763.241699
	Iteration 7Q: 3 clusters Score -546237.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -546312.000000 Penalty: 2763.241699
	Iteration 8Q: 3 clusters Score -546312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -546381.125000 Penalty: 2763.241699
	Iteration 9Q: 3 clusters Score -546381.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -546441.875000 Penalty: 2763.241699
	Iteration 10Q: 3 clusters Score -546441.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -546506.500000 Penalty: 2763.241699
	Iteration 11Q: 3 clusters Score -546506.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -546574.187500 Penalty: 2763.241699
	Iteration 12Q: 3 clusters Score -546574.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -546665.375000 Penalty: 2763.241699
	Iteration 13Q: 3 clusters Score -546665.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -546739.250000 Penalty: 2763.241699
	Iteration 14Q: 3 clusters Score -546739.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -546810.875000 Penalty: 2763.241699
	Iteration 15Q: 3 clusters Score -546810.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -546880.062500 Penalty: 2763.241699
	Iteration 16Q: 3 clusters Score -546880.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -546939.375000 Penalty: 2763.241699
	Iteration 17Q: 3 clusters Score -546939.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -546991.062500 Penalty: 2763.241699
	Iteration 18Q: 3 clusters Score -546991.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -547029.437500 Penalty: 2763.241699
	Iteration 19Q: 3 clusters Score -547029.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -547064.500000 Penalty: 2763.241699
	Iteration 20F: 3 clusters Score -547064.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -547091.187500 Penalty: 2763.241699
	Iteration 21Q: 3 clusters Score -547091.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -547112.937500 Penalty: 2763.241699
	Iteration 22Q: 3 clusters Score -547112.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -547132.875000 Penalty: 2763.241699
	Iteration 23Q: 3 clusters Score -547132.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -547145.937500 Penalty: 2763.241699
	Iteration 24Q: 3 clusters Score -547145.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -547154.375000 Penalty: 2763.241699
	Iteration 25Q: 3 clusters Score -547154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -547157.875000 Penalty: 2763.241699
	Iteration 26Q: 3 clusters Score -547157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -547162.875000 Penalty: 2763.241699
	Iteration 27Q: 3 clusters Score -547162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -547166.000000 Penalty: 2763.241699
	Iteration 28Q: 3 clusters Score -547166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547169.125000 Penalty: 2763.241699
	Iteration 29Q: 3 clusters Score -547169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547172.625000 Penalty: 2763.241699
	Iteration 30Q: 3 clusters Score -547172.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -547174.375000 Penalty: 2763.241699
	Iteration 31Q: 3 clusters Score -547174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -547177.250000 Penalty: 2763.241699
	Iteration 32Q: 3 clusters Score -547177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -547180.812500 Penalty: 2763.241699
	Iteration 33Q: 3 clusters Score -547180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -547184.750000 Penalty: 2763.241699
	Iteration 34Q: 3 clusters Score -547184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -547186.625000 Penalty: 2763.241699
	Iteration 35Q: 3 clusters Score -547186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -547188.187500 Penalty: 2763.241699
	Iteration 36Q: 3 clusters Score -547188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -547187.875000 Penalty: 2763.241699
	Iteration 37Q: 3 clusters Score -547187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -547189.562500 Penalty: 2763.241699
	Iteration 38Q: 3 clusters Score -547189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -547190.250000 Penalty: 2763.241699
	Iteration 39Q: 3 clusters Score -547190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -547190.500000 Penalty: 2763.241699
	Iteration 40F: 3 clusters Score -547190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -547191.187500 Penalty: 2763.241699
	Iteration 41Q: 3 clusters Score -547191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -547191.250000 Penalty: 2763.241699
	Iteration 42Q: 3 clusters Score -547191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -547192.187500 Penalty: 2763.241699
	Iteration 43Q: 3 clusters Score -547192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -547192.187500 Penalty: 2763.241699
	Iteration 44F: 3 clusters Score -547192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -563412.187500 Penalty: 1391.972412
	Iteration 0F: 2 clusters Score -563412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -559292.625000 Penalty: 2783.944824
	Iteration 0F: 3 clusters Score -559292.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -560623.687500 Penalty: 2783.944824
	Iteration 1F: 3 clusters Score -560623.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -561060.812500 Penalty: 2783.944824
	Iteration 2F: 3 clusters Score -561060.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -561436.437500 Penalty: 2783.944824
	Iteration 3F: 3 clusters Score -561436.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -561741.062500 Penalty: 2783.944824
	Iteration 4F: 3 clusters Score -561741.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -561989.875000 Penalty: 2783.944824
	Iteration 5F: 3 clusters Score -561989.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -562247.562500 Penalty: 2783.944824
	Iteration 6F: 3 clusters Score -562247.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -562525.250000 Penalty: 2783.944824
	Iteration 7Q: 3 clusters Score -562525.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -562772.312500 Penalty: 2783.944824
	Iteration 8Q: 3 clusters Score -562772.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -562866.687500 Penalty: 2783.944824
	Iteration 9Q: 3 clusters Score -562866.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -562915.812500 Penalty: 2783.944824
	Iteration 10Q: 3 clusters Score -562915.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -562942.437500 Penalty: 2783.944824
	Iteration 11Q: 3 clusters Score -562942.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -562959.187500 Penalty: 2783.944824
	Iteration 12Q: 3 clusters Score -562959.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -562973.437500 Penalty: 2783.944824
	Iteration 13Q: 3 clusters Score -562973.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -562984.000000 Penalty: 2783.944824
	Iteration 14Q: 3 clusters Score -562984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -562991.562500 Penalty: 2783.944824
	Iteration 15Q: 3 clusters Score -562991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -562996.812500 Penalty: 2783.944824
	Iteration 16Q: 3 clusters Score -562996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -562999.500000 Penalty: 2783.944824
	Iteration 17Q: 3 clusters Score -562999.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -563002.000000 Penalty: 2783.944824
	Iteration 18Q: 3 clusters Score -563002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -563003.750000 Penalty: 2783.944824
	Iteration 19Q: 3 clusters Score -563003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -563004.500000 Penalty: 2783.944824
	Iteration 20F: 3 clusters Score -563004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -563004.187500 Penalty: 2783.944824
	Iteration 21Q: 3 clusters Score -563004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -563004.875000 Penalty: 2783.944824
	Iteration 22Q: 3 clusters Score -563004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -563004.875000 Penalty: 2783.944824
	Iteration 23F: 3 clusters Score -563004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -42249.453125 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42249.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41256.625000 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41256.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41390.261719 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -41390.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41438.660156 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -41438.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41449.468750 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -41449.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41459.601562 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -41459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41468.550781 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -41468.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41469.316406 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -41469.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41469.316406 Penalty: 1953.661865
	Iteration 7F: 3 clusters Score -41469.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Entering Unmasked Estep 
Score: -5299178.000000 Penalty: 1746.599365
	Iteration 0F: 2 clusters Score -5299178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -5267942.000000 Penalty: 3493.198730
	Iteration 0F: 3 clusters Score -5267942 nChanged 21703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -5280347.500000 Penalty: 3493.198730
	Iteration 1F: 3 clusters Score -5280348 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5280892.500000 Penalty: 3493.198730
	Iteration 2Q: 3 clusters Score -5280892 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5281424.000000 Penalty: 3493.198730
	Iteration 3Q: 3 clusters Score -5281424 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5282167.500000 Penalty: 3493.198730
	Iteration 4Q: 3 clusters Score -5282168 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5283024.000000 Penalty: 3493.198730
	Iteration 5Q: 3 clusters Score -5283024 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5284281.500000 Penalty: 3493.198730
	Iteration 6Q: 3 clusters Score -5284282 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5286061.500000 Penalty: 3493.198730
	Iteration 7F: 3 clusters Score -5286062 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5288399.500000 Penalty: 3493.198730
	Iteration 8F: 3 clusters Score -5288400 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5290842.500000 Penalty: 3493.198730
	Iteration 9F: 3 clusters Score -5290842 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5292724.500000 Penalty: 3493.198730
	Iteration 10F: 3 clusters Score -5292724 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5293777.500000 Penalty: 3493.198730
	Iteration 11Q: 3 clusters Score -5293778 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5294370.000000 Penalty: 3493.198730
	Iteration 12Q: 3 clusters Score -5294370 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5294767.000000 Penalty: 3493.198730
	Iteration 13Q: 3 clusters Score -5294767 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5295118.000000 Penalty: 3493.198730
	Iteration 14Q: 3 clusters Score -5295118 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5295418.500000 Penalty: 3493.198730
	Iteration 15Q: 3 clusters Score -5295418 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5295635.000000 Penalty: 3493.198730
	Iteration 16Q: 3 clusters Score -5295635 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5295843.000000 Penalty: 3493.198730
	Iteration 17Q: 3 clusters Score -5295843 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -5295995.500000 Penalty: 3493.198730
	Iteration 18Q: 3 clusters Score -5295996 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5296115.000000 Penalty: 3493.198730
	Iteration 19Q: 3 clusters Score -5296115 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5296254.500000 Penalty: 3493.198730
	Iteration 20F: 3 clusters Score -5296254 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5296363.000000 Penalty: 3493.198730
	Iteration 21Q: 3 clusters Score -5296363 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5296430.000000 Penalty: 3493.198730
	Iteration 22Q: 3 clusters Score -5296430 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5296541.500000 Penalty: 3493.198730
	Iteration 23Q: 3 clusters Score -5296542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5296628.500000 Penalty: 3493.198730
	Iteration 24Q: 3 clusters Score -5296628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5296696.000000 Penalty: 3493.198730
	Iteration 25Q: 3 clusters Score -5296696 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5296792.000000 Penalty: 3493.198730
	Iteration 26Q: 3 clusters Score -5296792 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5296852.000000 Penalty: 3493.198730
	Iteration 27Q: 3 clusters Score -5296852 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -5296919.500000 Penalty: 3493.198730
	Iteration 28Q: 3 clusters Score -5296920 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5296948.000000 Penalty: 3493.198730
	Iteration 29Q: 3 clusters Score -5296948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -5296997.500000 Penalty: 3493.198730
	Iteration 30Q: 3 clusters Score -5296998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5297011.000000 Penalty: 3493.198730
	Iteration 31Q: 3 clusters Score -5297011 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5297052.500000 Penalty: 3493.198730
	Iteration 32Q: 3 clusters Score -5297052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -5297079.000000 Penalty: 3493.198730
	Iteration 33Q: 3 clusters Score -5297079 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5297119.000000 Penalty: 3493.198730
	Iteration 34Q: 3 clusters Score -5297119 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5297172.000000 Penalty: 3493.198730
	Iteration 35Q: 3 clusters Score -5297172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5297218.500000 Penalty: 3493.198730
	Iteration 36Q: 3 clusters Score -5297218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5297236.500000 Penalty: 3493.198730
	Iteration 37Q: 3 clusters Score -5297236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5297278.500000 Penalty: 3493.198730
	Iteration 38Q: 3 clusters Score -5297278 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5297322.000000 Penalty: 3493.198730
	Iteration 39Q: 3 clusters Score -5297322 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5297342.000000 Penalty: 3493.198730
	Iteration 40F: 3 clusters Score -5297342 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5297375.500000 Penalty: 3493.198730
	Iteration 41Q: 3 clusters Score -5297376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5297406.000000 Penalty: 3493.198730
	Iteration 42Q: 3 clusters Score -5297406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5297424.500000 Penalty: 3493.198730
	Iteration 43Q: 3 clusters Score -5297424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5297473.500000 Penalty: 3493.198730
	Iteration 44Q: 3 clusters Score -5297474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5297513.000000 Penalty: 3493.198730
	Iteration 45Q: 3 clusters Score -5297513 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5297546.500000 Penalty: 3493.198730
	Iteration 46Q: 3 clusters Score -5297546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5297566.000000 Penalty: 3493.198730
	Iteration 47Q: 3 clusters Score -5297566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5297581.000000 Penalty: 3493.198730
	Iteration 48Q: 3 clusters Score -5297581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5297610.500000 Penalty: 3493.198730
	Iteration 49Q: 3 clusters Score -5297610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5297630.000000 Penalty: 3493.198730
	Iteration 50Q: 3 clusters Score -5297630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5297655.500000 Penalty: 3493.198730
	Iteration 51Q: 3 clusters Score -5297656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5297685.500000 Penalty: 3493.198730
	Iteration 52Q: 3 clusters Score -5297686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5297699.500000 Penalty: 3493.198730
	Iteration 53Q: 3 clusters Score -5297700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5297705.500000 Penalty: 3493.198730
	Iteration 54Q: 3 clusters Score -5297706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5297723.000000 Penalty: 3493.198730
	Iteration 55Q: 3 clusters Score -5297723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5297727.500000 Penalty: 3493.198730
	Iteration 56Q: 3 clusters Score -5297728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5297731.500000 Penalty: 3493.198730
	Iteration 57Q: 3 clusters Score -5297732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5297743.000000 Penalty: 3493.198730
	Iteration 58Q: 3 clusters Score -5297743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5297753.000000 Penalty: 3493.198730
	Iteration 59Q: 3 clusters Score -5297753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5297765.000000 Penalty: 3493.198730
	Iteration 60F: 3 clusters Score -5297765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5297778.000000 Penalty: 3493.198730
	Iteration 61Q: 3 clusters Score -5297778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5297783.500000 Penalty: 3493.198730
	Iteration 62Q: 3 clusters Score -5297784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5297796.500000 Penalty: 3493.198730
	Iteration 63Q: 3 clusters Score -5297796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5297801.500000 Penalty: 3493.198730
	Iteration 64Q: 3 clusters Score -5297802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5297822.000000 Penalty: 3493.198730
	Iteration 65Q: 3 clusters Score -5297822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5297824.000000 Penalty: 3493.198730
	Iteration 66Q: 3 clusters Score -5297824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5297836.000000 Penalty: 3493.198730
	Iteration 67Q: 3 clusters Score -5297836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5297833.000000 Penalty: 3493.198730
	Iteration 68Q: 3 clusters Score -5297833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5297847.000000 Penalty: 3493.198730
	Iteration 69Q: 3 clusters Score -5297847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5297855.000000 Penalty: 3493.198730
	Iteration 70Q: 3 clusters Score -5297855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5297864.000000 Penalty: 3493.198730
	Iteration 71Q: 3 clusters Score -5297864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5297871.000000 Penalty: 3493.198730
	Iteration 72Q: 3 clusters Score -5297871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5297878.000000 Penalty: 3493.198730
	Iteration 73Q: 3 clusters Score -5297878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5297886.500000 Penalty: 3493.198730
	Iteration 74Q: 3 clusters Score -5297886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5297885.000000 Penalty: 3493.198730
	Iteration 75Q: 3 clusters Score -5297885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5297901.000000 Penalty: 3493.198730
	Iteration 76Q: 3 clusters Score -5297901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5297903.500000 Penalty: 3493.198730
	Iteration 77Q: 3 clusters Score -5297904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5297901.500000 Penalty: 3493.198730
	Iteration 78Q: 3 clusters Score -5297902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5297903.000000 Penalty: 3493.198730
	Iteration 79Q: 3 clusters Score -5297903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5297894.500000 Penalty: 3493.198730
	Iteration 80F: 3 clusters Score -5297894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5297901.000000 Penalty: 3493.198730
	Iteration 81Q: 3 clusters Score -5297901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5297901.500000 Penalty: 3493.198730
	Iteration 82Q: 3 clusters Score -5297902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5297902.000000 Penalty: 3493.198730
	Iteration 83Q: 3 clusters Score -5297902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5297898.500000 Penalty: 3493.198730
	Iteration 84Q: 3 clusters Score -5297898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5297898.000000 Penalty: 3493.198730
	Iteration 85Q: 3 clusters Score -5297898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5297902.500000 Penalty: 3493.198730
	Iteration 86Q: 3 clusters Score -5297902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5297899.500000 Penalty: 3493.198730
	Iteration 87Q: 3 clusters Score -5297900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5297899.500000 Penalty: 3493.198730
	Iteration 88F: 3 clusters Score -5297900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -13733.829102 Penalty: 835.520325
	Iteration 0F: 2 clusters Score -13733.83 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 83 members 
Entering Unmasked Estep 
Score: -13179.330078 Penalty: 1671.040649
	Iteration 0F: 3 clusters Score -13179.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13359.398438 Penalty: 1671.040649
	Iteration 1F: 3 clusters Score -13359.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13402.521484 Penalty: 1671.040649
	Iteration 2F: 3 clusters Score -13402.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13416.725586 Penalty: 1671.040649
	Iteration 3Q: 3 clusters Score -13416.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13423.780273 Penalty: 1671.040649
	Iteration 4Q: 3 clusters Score -13423.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13423.780273 Penalty: 1671.040649
	Iteration 5F: 3 clusters Score -13423.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -254982.265625 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -254982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -252686.421875 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -252686.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253160.453125 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -253160.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253275.562500 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -253275.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253347.734375 Penalty: 2508.283691
	Iteration 3Q: 3 clusters Score -253347.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -253388.265625 Penalty: 2508.283691
	Iteration 4Q: 3 clusters Score -253388.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253414.875000 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -253414.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253431.828125 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -253431.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253444.515625 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -253444.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253453.515625 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -253453.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253460.875000 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -253460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -253465.890625 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -253465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253468.359375 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -253468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253471.312500 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -253471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -253474.718750 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -253474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -253478.765625 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -253478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -253481.953125 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -253482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253486.468750 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -253486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253490.359375 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -253490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253491.734375 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -253491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253492.250000 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -253492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253492.875000 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -253492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -253493.578125 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -253493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -253494.390625 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -253494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253495.953125 Penalty: 2508.283691
	Iteration 23Q: 3 clusters Score -253496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -253497.578125 Penalty: 2508.283691
	Iteration 24Q: 3 clusters Score -253497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253497.921875 Penalty: 2508.283691
	Iteration 25Q: 3 clusters Score -253497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253498.718750 Penalty: 2508.283691
	Iteration 26Q: 3 clusters Score -253498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253499.937500 Penalty: 2508.283691
	Iteration 27Q: 3 clusters Score -253499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -253500.156250 Penalty: 2508.283691
	Iteration 28Q: 3 clusters Score -253500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -253500.156250 Penalty: 2508.283691
	Iteration 29F: 3 clusters Score -253500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -244325.500000 Penalty: 1255.437866
	Iteration 0F: 2 clusters Score -244325.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242015.203125 Penalty: 2510.875732
	Iteration 0F: 3 clusters Score -242015.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -242474.296875 Penalty: 2510.875732
	Iteration 1F: 3 clusters Score -242474.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -242608.062500 Penalty: 2510.875732
	Iteration 2F: 3 clusters Score -242608.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -242715.109375 Penalty: 2510.875732
	Iteration 3F: 3 clusters Score -242715.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -242796.093750 Penalty: 2510.875732
	Iteration 4Q: 3 clusters Score -242796.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -242882.578125 Penalty: 2510.875732
	Iteration 5Q: 3 clusters Score -242882.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -242960.468750 Penalty: 2510.875732
	Iteration 6Q: 3 clusters Score -242960.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -243048.531250 Penalty: 2510.875732
	Iteration 7Q: 3 clusters Score -243048.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -243105.859375 Penalty: 2510.875732
	Iteration 8Q: 3 clusters Score -243105.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -243149.953125 Penalty: 2510.875732
	Iteration 9Q: 3 clusters Score -243150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -243193.609375 Penalty: 2510.875732
	Iteration 10Q: 3 clusters Score -243193.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -243226.640625 Penalty: 2510.875732
	Iteration 11Q: 3 clusters Score -243226.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -243253.656250 Penalty: 2510.875732
	Iteration 12Q: 3 clusters Score -243253.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -243273.671875 Penalty: 2510.875732
	Iteration 13Q: 3 clusters Score -243273.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -243294.312500 Penalty: 2510.875732
	Iteration 14Q: 3 clusters Score -243294.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -243309.609375 Penalty: 2510.875732
	Iteration 15Q: 3 clusters Score -243309.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -243319.062500 Penalty: 2510.875732
	Iteration 16Q: 3 clusters Score -243319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243325.750000 Penalty: 2510.875732
	Iteration 17Q: 3 clusters Score -243325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -243333.437500 Penalty: 2510.875732
	Iteration 18Q: 3 clusters Score -243333.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -243337.796875 Penalty: 2510.875732
	Iteration 19Q: 3 clusters Score -243337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243339.859375 Penalty: 2510.875732
	Iteration 20F: 3 clusters Score -243339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -243342.921875 Penalty: 2510.875732
	Iteration 21Q: 3 clusters Score -243342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243345.687500 Penalty: 2510.875732
	Iteration 22Q: 3 clusters Score -243345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243349.968750 Penalty: 2510.875732
	Iteration 23Q: 3 clusters Score -243350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -243355.234375 Penalty: 2510.875732
	Iteration 24Q: 3 clusters Score -243355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -243359.562500 Penalty: 2510.875732
	Iteration 25Q: 3 clusters Score -243359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243362.015625 Penalty: 2510.875732
	Iteration 26Q: 3 clusters Score -243362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243365.343750 Penalty: 2510.875732
	Iteration 27Q: 3 clusters Score -243365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -243368.031250 Penalty: 2510.875732
	Iteration 28Q: 3 clusters Score -243368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243372.390625 Penalty: 2510.875732
	Iteration 29Q: 3 clusters Score -243372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -243376.390625 Penalty: 2510.875732
	Iteration 30Q: 3 clusters Score -243376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -243381.062500 Penalty: 2510.875732
	Iteration 31Q: 3 clusters Score -243381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243384.015625 Penalty: 2510.875732
	Iteration 32Q: 3 clusters Score -243384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -243386.562500 Penalty: 2510.875732
	Iteration 33Q: 3 clusters Score -243386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243390.875000 Penalty: 2510.875732
	Iteration 34Q: 3 clusters Score -243390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -243395.656250 Penalty: 2510.875732
	Iteration 35Q: 3 clusters Score -243395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243399.687500 Penalty: 2510.875732
	Iteration 36Q: 3 clusters Score -243399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243405.421875 Penalty: 2510.875732
	Iteration 37Q: 3 clusters Score -243405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243412.000000 Penalty: 2510.875732
	Iteration 38Q: 3 clusters Score -243412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243423.156250 Penalty: 2510.875732
	Iteration 39Q: 3 clusters Score -243423.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -243433.062500 Penalty: 2510.875732
	Iteration 40F: 3 clusters Score -243433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243444.156250 Penalty: 2510.875732
	Iteration 41Q: 3 clusters Score -243444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243452.187500 Penalty: 2510.875732
	Iteration 42Q: 3 clusters Score -243452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243463.296875 Penalty: 2510.875732
	Iteration 43Q: 3 clusters Score -243463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243475.781250 Penalty: 2510.875732
	Iteration 44Q: 3 clusters Score -243475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -243483.875000 Penalty: 2510.875732
	Iteration 45Q: 3 clusters Score -243483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -243488.625000 Penalty: 2510.875732
	Iteration 46Q: 3 clusters Score -243488.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -243491.062500 Penalty: 2510.875732
	Iteration 47Q: 3 clusters Score -243491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -243493.609375 Penalty: 2510.875732
	Iteration 48Q: 3 clusters Score -243493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243497.046875 Penalty: 2510.875732
	Iteration 49Q: 3 clusters Score -243497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -243501.296875 Penalty: 2510.875732
	Iteration 50Q: 3 clusters Score -243501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243506.078125 Penalty: 2510.875732
	Iteration 51Q: 3 clusters Score -243506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -243510.406250 Penalty: 2510.875732
	Iteration 52Q: 3 clusters Score -243510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243512.718750 Penalty: 2510.875732
	Iteration 53Q: 3 clusters Score -243512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243515.515625 Penalty: 2510.875732
	Iteration 54Q: 3 clusters Score -243515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243519.312500 Penalty: 2510.875732
	Iteration 55Q: 3 clusters Score -243519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -243526.562500 Penalty: 2510.875732
	Iteration 56Q: 3 clusters Score -243526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243535.093750 Penalty: 2510.875732
	Iteration 57Q: 3 clusters Score -243535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -243540.109375 Penalty: 2510.875732
	Iteration 58Q: 3 clusters Score -243540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243544.484375 Penalty: 2510.875732
	Iteration 59Q: 3 clusters Score -243544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -243556.203125 Penalty: 2510.875732
	Iteration 60F: 3 clusters Score -243556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243571.906250 Penalty: 2510.875732
	Iteration 61Q: 3 clusters Score -243571.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243589.562500 Penalty: 2510.875732
	Iteration 62Q: 3 clusters Score -243589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -243615.562500 Penalty: 2510.875732
	Iteration 63Q: 3 clusters Score -243615.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -243631.421875 Penalty: 2510.875732
	Iteration 64Q: 3 clusters Score -243631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243641.625000 Penalty: 2510.875732
	Iteration 65Q: 3 clusters Score -243641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -243648.234375 Penalty: 2510.875732
	Iteration 66Q: 3 clusters Score -243648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243652.625000 Penalty: 2510.875732
	Iteration 67Q: 3 clusters Score -243652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243658.828125 Penalty: 2510.875732
	Iteration 68Q: 3 clusters Score -243658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -243662.406250 Penalty: 2510.875732
	Iteration 69Q: 3 clusters Score -243662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -243662.890625 Penalty: 2510.875732
	Iteration 70Q: 3 clusters Score -243662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -243662.890625 Penalty: 2510.875732
	Iteration 71F: 3 clusters Score -243662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Entering Unmasked Estep 
Score: -16491232.000000 Penalty: 1932.523193
	Iteration 0F: 2 clusters Score -1.649123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -16396166.000000 Penalty: 3865.046387
	Iteration 0F: 3 clusters Score -1.639617e+07 nChanged 70366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -16438028.000000 Penalty: 3865.046387
	Iteration 1F: 3 clusters Score -1.643803e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -16439623.000000 Penalty: 3865.046387
	Iteration 2Q: 3 clusters Score -1.643962e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -16442490.000000 Penalty: 3865.046387
	Iteration 3Q: 3 clusters Score -1.644249e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -16447809.000000 Penalty: 3865.046387
	Iteration 4F: 3 clusters Score -1.644781e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -16456387.000000 Penalty: 3865.046387
	Iteration 5F: 3 clusters Score -1.645639e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -16467539.000000 Penalty: 3865.046387
	Iteration 6F: 3 clusters Score -1.646754e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -16477306.000000 Penalty: 3865.046387
	Iteration 7F: 3 clusters Score -1.647731e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -16483615.000000 Penalty: 3865.046387
	Iteration 8Q: 3 clusters Score -1.648362e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 142461 members 
Entering Unmasked Estep 
Score: -16487128.000000 Penalty: 3865.046387
	Iteration 9Q: 3 clusters Score -1.648713e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -16488610.000000 Penalty: 3865.046387
	Iteration 10Q: 3 clusters Score -1.648861e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 145084 members 
Entering Unmasked Estep 
Score: -16489197.000000 Penalty: 3865.046387
	Iteration 11Q: 3 clusters Score -1.64892e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -16489486.000000 Penalty: 3865.046387
	Iteration 12Q: 3 clusters Score -1.648949e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -16489596.000000 Penalty: 3865.046387
	Iteration 13Q: 3 clusters Score -1.64896e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 145593 members 
Entering Unmasked Estep 
Score: -16489647.000000 Penalty: 3865.046387
	Iteration 14Q: 3 clusters Score -1.648965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -16489715.000000 Penalty: 3865.046387
	Iteration 15Q: 3 clusters Score -1.648972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -16489737.000000 Penalty: 3865.046387
	Iteration 16Q: 3 clusters Score -1.648974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -16489763.000000 Penalty: 3865.046387
	Iteration 17Q: 3 clusters Score -1.648976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 145692 members 
Entering Unmasked Estep 
Score: -16489767.000000 Penalty: 3865.046387
	Iteration 18Q: 3 clusters Score -1.648977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -16489770.000000 Penalty: 3865.046387
	Iteration 19Q: 3 clusters Score -1.648977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -16489769.000000 Penalty: 3865.046387
	Iteration 20F: 3 clusters Score -1.648977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 145718 members 
Entering Unmasked Estep 
Score: -16489783.000000 Penalty: 3865.046387
	Iteration 21Q: 3 clusters Score -1.648978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -16489809.000000 Penalty: 3865.046387
	Iteration 22Q: 3 clusters Score -1.648981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -16489808.000000 Penalty: 3865.046387
	Iteration 23Q: 3 clusters Score -1.648981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -16489805.000000 Penalty: 3865.046387
	Iteration 24Q: 3 clusters Score -1.64898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 145740 members 
Entering Unmasked Estep 
Score: -16489811.000000 Penalty: 3865.046387
	Iteration 25Q: 3 clusters Score -1.648981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -16489819.000000 Penalty: 3865.046387
	Iteration 26Q: 3 clusters Score -1.648982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -16489814.000000 Penalty: 3865.046387
	Iteration 27Q: 3 clusters Score -1.648981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 145744 members 
Entering Unmasked Estep 
Score: -16489812.000000 Penalty: 3865.046387
	Iteration 28Q: 3 clusters Score -1.648981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -16489815.000000 Penalty: 3865.046387
	Iteration 29Q: 3 clusters Score -1.648982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -16489816.000000 Penalty: 3865.046387
	Iteration 30Q: 3 clusters Score -1.648982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -16489816.000000 Penalty: 3865.046387
	Iteration 31F: 3 clusters Score -1.648982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Entering Unmasked Estep 
Score: -1901030.375000 Penalty: 1579.429199
	Iteration 0F: 2 clusters Score -1901030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1889575.375000 Penalty: 3158.858398
	Iteration 0F: 3 clusters Score -1889575 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1893522.875000 Penalty: 3158.858398
	Iteration 1F: 3 clusters Score -1893523 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1893806.250000 Penalty: 3158.858398
	Iteration 2Q: 3 clusters Score -1893806 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1894051.500000 Penalty: 3158.858398
	Iteration 3Q: 3 clusters Score -1894052 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1894280.375000 Penalty: 3158.858398
	Iteration 4Q: 3 clusters Score -1894280 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1894486.500000 Penalty: 3158.858398
	Iteration 5Q: 3 clusters Score -1894486 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1894669.625000 Penalty: 3158.858398
	Iteration 6Q: 3 clusters Score -1894670 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1894828.750000 Penalty: 3158.858398
	Iteration 7Q: 3 clusters Score -1894829 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1895042.375000 Penalty: 3158.858398
	Iteration 8Q: 3 clusters Score -1895042 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1895313.125000 Penalty: 3158.858398
	Iteration 9Q: 3 clusters Score -1895313 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1895616.750000 Penalty: 3158.858398
	Iteration 10Q: 3 clusters Score -1895617 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1895988.125000 Penalty: 3158.858398
	Iteration 11Q: 3 clusters Score -1895988 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1896440.000000 Penalty: 3158.858398
	Iteration 12Q: 3 clusters Score -1896440 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1896906.875000 Penalty: 3158.858398
	Iteration 13Q: 3 clusters Score -1896907 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1897323.625000 Penalty: 3158.858398
	Iteration 14Q: 3 clusters Score -1897324 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1897560.000000 Penalty: 3158.858398
	Iteration 15Q: 3 clusters Score -1897560 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1897686.125000 Penalty: 3158.858398
	Iteration 16Q: 3 clusters Score -1897686 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1897761.875000 Penalty: 3158.858398
	Iteration 17Q: 3 clusters Score -1897762 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1897827.000000 Penalty: 3158.858398
	Iteration 18Q: 3 clusters Score -1897827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1897873.875000 Penalty: 3158.858398
	Iteration 19Q: 3 clusters Score -1897874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1897929.750000 Penalty: 3158.858398
	Iteration 20F: 3 clusters Score -1897930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1897989.000000 Penalty: 3158.858398
	Iteration 21Q: 3 clusters Score -1897989 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1898034.375000 Penalty: 3158.858398
	Iteration 22Q: 3 clusters Score -1898034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1898094.375000 Penalty: 3158.858398
	Iteration 23Q: 3 clusters Score -1898094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1898149.250000 Penalty: 3158.858398
	Iteration 24Q: 3 clusters Score -1898149 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1898209.625000 Penalty: 3158.858398
	Iteration 25Q: 3 clusters Score -1898210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1898264.125000 Penalty: 3158.858398
	Iteration 26Q: 3 clusters Score -1898264 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1898330.375000 Penalty: 3158.858398
	Iteration 27Q: 3 clusters Score -1898330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1898401.250000 Penalty: 3158.858398
	Iteration 28Q: 3 clusters Score -1898401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1898465.000000 Penalty: 3158.858398
	Iteration 29Q: 3 clusters Score -1898465 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1898544.625000 Penalty: 3158.858398
	Iteration 30Q: 3 clusters Score -1898545 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1898611.625000 Penalty: 3158.858398
	Iteration 31Q: 3 clusters Score -1898612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1898697.000000 Penalty: 3158.858398
	Iteration 32Q: 3 clusters Score -1898697 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1898793.125000 Penalty: 3158.858398
	Iteration 33Q: 3 clusters Score -1898793 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1898889.500000 Penalty: 3158.858398
	Iteration 34Q: 3 clusters Score -1898890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1898950.625000 Penalty: 3158.858398
	Iteration 35Q: 3 clusters Score -1898951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1899008.625000 Penalty: 3158.858398
	Iteration 36Q: 3 clusters Score -1899009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1899057.500000 Penalty: 3158.858398
	Iteration 37Q: 3 clusters Score -1899058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1899096.000000 Penalty: 3158.858398
	Iteration 38Q: 3 clusters Score -1899096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1899140.750000 Penalty: 3158.858398
	Iteration 39Q: 3 clusters Score -1899141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1899183.000000 Penalty: 3158.858398
	Iteration 40F: 3 clusters Score -1899183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1899233.250000 Penalty: 3158.858398
	Iteration 41Q: 3 clusters Score -1899233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1899284.000000 Penalty: 3158.858398
	Iteration 42Q: 3 clusters Score -1899284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1899329.500000 Penalty: 3158.858398
	Iteration 43Q: 3 clusters Score -1899330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1899376.125000 Penalty: 3158.858398
	Iteration 44Q: 3 clusters Score -1899376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1899417.750000 Penalty: 3158.858398
	Iteration 45Q: 3 clusters Score -1899418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1899451.750000 Penalty: 3158.858398
	Iteration 46Q: 3 clusters Score -1899452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1899480.250000 Penalty: 3158.858398
	Iteration 47Q: 3 clusters Score -1899480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1899504.500000 Penalty: 3158.858398
	Iteration 48Q: 3 clusters Score -1899504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1899521.750000 Penalty: 3158.858398
	Iteration 49Q: 3 clusters Score -1899522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1899546.000000 Penalty: 3158.858398
	Iteration 50Q: 3 clusters Score -1899546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1899563.375000 Penalty: 3158.858398
	Iteration 51Q: 3 clusters Score -1899563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1899576.000000 Penalty: 3158.858398
	Iteration 52Q: 3 clusters Score -1899576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1899582.500000 Penalty: 3158.858398
	Iteration 53Q: 3 clusters Score -1899582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1899584.625000 Penalty: 3158.858398
	Iteration 54Q: 3 clusters Score -1899585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1899587.250000 Penalty: 3158.858398
	Iteration 55Q: 3 clusters Score -1899587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1899589.875000 Penalty: 3158.858398
	Iteration 56Q: 3 clusters Score -1899590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1899593.125000 Penalty: 3158.858398
	Iteration 57Q: 3 clusters Score -1899593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1899594.500000 Penalty: 3158.858398
	Iteration 58Q: 3 clusters Score -1899594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1899595.125000 Penalty: 3158.858398
	Iteration 59Q: 3 clusters Score -1899595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1899597.250000 Penalty: 3158.858398
	Iteration 60F: 3 clusters Score -1899597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1899597.750000 Penalty: 3158.858398
	Iteration 61Q: 3 clusters Score -1899598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1899600.500000 Penalty: 3158.858398
	Iteration 62Q: 3 clusters Score -1899600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1899602.375000 Penalty: 3158.858398
	Iteration 63Q: 3 clusters Score -1899602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1899606.250000 Penalty: 3158.858398
	Iteration 64Q: 3 clusters Score -1899606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1899608.500000 Penalty: 3158.858398
	Iteration 65Q: 3 clusters Score -1899608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1899610.750000 Penalty: 3158.858398
	Iteration 66Q: 3 clusters Score -1899611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1899611.750000 Penalty: 3158.858398
	Iteration 67Q: 3 clusters Score -1899612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1899610.875000 Penalty: 3158.858398
	Iteration 68Q: 3 clusters Score -1899611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1899611.125000 Penalty: 3158.858398
	Iteration 69Q: 3 clusters Score -1899611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1899615.000000 Penalty: 3158.858398
	Iteration 70Q: 3 clusters Score -1899615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1899617.125000 Penalty: 3158.858398
	Iteration 71Q: 3 clusters Score -1899617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1899616.750000 Penalty: 3158.858398
	Iteration 72Q: 3 clusters Score -1899617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1899617.250000 Penalty: 3158.858398
	Iteration 73Q: 3 clusters Score -1899617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1899619.125000 Penalty: 3158.858398
	Iteration 74Q: 3 clusters Score -1899619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1899621.375000 Penalty: 3158.858398
	Iteration 75Q: 3 clusters Score -1899621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1899623.875000 Penalty: 3158.858398
	Iteration 76Q: 3 clusters Score -1899624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1899626.125000 Penalty: 3158.858398
	Iteration 77Q: 3 clusters Score -1899626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1899631.250000 Penalty: 3158.858398
	Iteration 78Q: 3 clusters Score -1899631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1899638.000000 Penalty: 3158.858398
	Iteration 79Q: 3 clusters Score -1899638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1899643.375000 Penalty: 3158.858398
	Iteration 80F: 3 clusters Score -1899643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1899644.625000 Penalty: 3158.858398
	Iteration 81Q: 3 clusters Score -1899645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1899645.875000 Penalty: 3158.858398
	Iteration 82Q: 3 clusters Score -1899646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1899647.625000 Penalty: 3158.858398
	Iteration 83Q: 3 clusters Score -1899648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1899649.125000 Penalty: 3158.858398
	Iteration 84Q: 3 clusters Score -1899649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1899649.500000 Penalty: 3158.858398
	Iteration 85Q: 3 clusters Score -1899650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1899649.500000 Penalty: 3158.858398
	Iteration 86Q: 3 clusters Score -1899650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1899651.625000 Penalty: 3158.858398
	Iteration 87Q: 3 clusters Score -1899652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1899650.375000 Penalty: 3158.858398
	Iteration 88Q: 3 clusters Score -1899650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1899652.000000 Penalty: 3158.858398
	Iteration 89Q: 3 clusters Score -1899652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1899653.250000 Penalty: 3158.858398
	Iteration 90Q: 3 clusters Score -1899653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1899650.250000 Penalty: 3158.858398
	Iteration 91Q: 3 clusters Score -1899650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1899652.000000 Penalty: 3158.858398
	Iteration 92Q: 3 clusters Score -1899652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1899654.250000 Penalty: 3158.858398
	Iteration 93Q: 3 clusters Score -1899654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1899657.375000 Penalty: 3158.858398
	Iteration 94Q: 3 clusters Score -1899657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1899660.000000 Penalty: 3158.858398
	Iteration 95Q: 3 clusters Score -1899660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1899658.375000 Penalty: 3158.858398
	Iteration 96Q: 3 clusters Score -1899658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1899657.750000 Penalty: 3158.858398
	Iteration 97Q: 3 clusters Score -1899658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1899657.750000 Penalty: 3158.858398
	Iteration 98F: 3 clusters Score -1899658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Entering Unmasked Estep 
Score: -3542070.000000 Penalty: 1686.194336
	Iteration 0F: 2 clusters Score -3542070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3520391.500000 Penalty: 3372.388672
	Iteration 0F: 3 clusters Score -3520392 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3528617.000000 Penalty: 3372.388672
	Iteration 1F: 3 clusters Score -3528617 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3528987.500000 Penalty: 3372.388672
	Iteration 2Q: 3 clusters Score -3528988 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3529370.500000 Penalty: 3372.388672
	Iteration 3Q: 3 clusters Score -3529370 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3529810.250000 Penalty: 3372.388672
	Iteration 4Q: 3 clusters Score -3529810 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3530412.500000 Penalty: 3372.388672
	Iteration 5Q: 3 clusters Score -3530412 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3531323.750000 Penalty: 3372.388672
	Iteration 6F: 3 clusters Score -3531324 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3532574.750000 Penalty: 3372.388672
	Iteration 7F: 3 clusters Score -3532575 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3533992.750000 Penalty: 3372.388672
	Iteration 8F: 3 clusters Score -3533993 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3535372.250000 Penalty: 3372.388672
	Iteration 9F: 3 clusters Score -3535372 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3536483.000000 Penalty: 3372.388672
	Iteration 10Q: 3 clusters Score -3536483 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3537141.000000 Penalty: 3372.388672
	Iteration 11Q: 3 clusters Score -3537141 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3537622.000000 Penalty: 3372.388672
	Iteration 12Q: 3 clusters Score -3537622 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3537970.250000 Penalty: 3372.388672
	Iteration 13Q: 3 clusters Score -3537970 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3538285.250000 Penalty: 3372.388672
	Iteration 14Q: 3 clusters Score -3538285 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3538589.250000 Penalty: 3372.388672
	Iteration 15Q: 3 clusters Score -3538589 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3538877.250000 Penalty: 3372.388672
	Iteration 16Q: 3 clusters Score -3538877 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3539148.000000 Penalty: 3372.388672
	Iteration 17Q: 3 clusters Score -3539148 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3539402.750000 Penalty: 3372.388672
	Iteration 18Q: 3 clusters Score -3539403 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3539631.750000 Penalty: 3372.388672
	Iteration 19Q: 3 clusters Score -3539632 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3539836.500000 Penalty: 3372.388672
	Iteration 20F: 3 clusters Score -3539836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3540005.500000 Penalty: 3372.388672
	Iteration 21Q: 3 clusters Score -3540006 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3540143.750000 Penalty: 3372.388672
	Iteration 22Q: 3 clusters Score -3540144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3540257.750000 Penalty: 3372.388672
	Iteration 23Q: 3 clusters Score -3540258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3540355.750000 Penalty: 3372.388672
	Iteration 24Q: 3 clusters Score -3540356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3540421.750000 Penalty: 3372.388672
	Iteration 25Q: 3 clusters Score -3540422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3540471.000000 Penalty: 3372.388672
	Iteration 26Q: 3 clusters Score -3540471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3540496.500000 Penalty: 3372.388672
	Iteration 27Q: 3 clusters Score -3540496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3540510.750000 Penalty: 3372.388672
	Iteration 28Q: 3 clusters Score -3540511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3540528.000000 Penalty: 3372.388672
	Iteration 29Q: 3 clusters Score -3540528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3540543.250000 Penalty: 3372.388672
	Iteration 30Q: 3 clusters Score -3540543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3540554.000000 Penalty: 3372.388672
	Iteration 31Q: 3 clusters Score -3540554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3540558.250000 Penalty: 3372.388672
	Iteration 32Q: 3 clusters Score -3540558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3540563.000000 Penalty: 3372.388672
	Iteration 33Q: 3 clusters Score -3540563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3540571.500000 Penalty: 3372.388672
	Iteration 34Q: 3 clusters Score -3540572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3540572.750000 Penalty: 3372.388672
	Iteration 35Q: 3 clusters Score -3540573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3540575.750000 Penalty: 3372.388672
	Iteration 36Q: 3 clusters Score -3540576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3540577.500000 Penalty: 3372.388672
	Iteration 37Q: 3 clusters Score -3540578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3540582.000000 Penalty: 3372.388672
	Iteration 38Q: 3 clusters Score -3540582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3540591.000000 Penalty: 3372.388672
	Iteration 39Q: 3 clusters Score -3540591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3540594.250000 Penalty: 3372.388672
	Iteration 40F: 3 clusters Score -3540594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3540599.250000 Penalty: 3372.388672
	Iteration 41Q: 3 clusters Score -3540599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3540599.250000 Penalty: 3372.388672
	Iteration 42Q: 3 clusters Score -3540599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3540599.750000 Penalty: 3372.388672
	Iteration 43Q: 3 clusters Score -3540600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3540599.750000 Penalty: 3372.388672
	Iteration 44F: 3 clusters Score -3540600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Entering Unmasked Estep 
Score: -7508928.000000 Penalty: 1803.201050
	Iteration 0F: 2 clusters Score -7508928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7464814.500000 Penalty: 3606.402100
	Iteration 0F: 3 clusters Score -7464814 nChanged 31298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7482731.000000 Penalty: 3606.402100
	Iteration 1F: 3 clusters Score -7482731 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -7483125.000000 Penalty: 3606.402100
	Iteration 2Q: 3 clusters Score -7483125 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7483562.500000 Penalty: 3606.402100
	Iteration 3Q: 3 clusters Score -7483562 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -7484028.500000 Penalty: 3606.402100
	Iteration 4Q: 3 clusters Score -7484028 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7484691.000000 Penalty: 3606.402100
	Iteration 5Q: 3 clusters Score -7484691 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7485803.000000 Penalty: 3606.402100
	Iteration 6Q: 3 clusters Score -7485803 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -7487728.500000 Penalty: 3606.402100
	Iteration 7F: 3 clusters Score -7487728 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -7490679.000000 Penalty: 3606.402100
	Iteration 8F: 3 clusters Score -7490679 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -7494714.000000 Penalty: 3606.402100
	Iteration 9F: 3 clusters Score -7494714 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7499107.500000 Penalty: 3606.402100
	Iteration 10F: 3 clusters Score -7499108 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -7502608.000000 Penalty: 3606.402100
	Iteration 11F: 3 clusters Score -7502608 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7504623.500000 Penalty: 3606.402100
	Iteration 12Q: 3 clusters Score -7504624 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -7505775.000000 Penalty: 3606.402100
	Iteration 13Q: 3 clusters Score -7505775 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -7506448.000000 Penalty: 3606.402100
	Iteration 14Q: 3 clusters Score -7506448 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -7506851.500000 Penalty: 3606.402100
	Iteration 15Q: 3 clusters Score -7506852 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -7507122.500000 Penalty: 3606.402100
	Iteration 16Q: 3 clusters Score -7507122 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -7507285.500000 Penalty: 3606.402100
	Iteration 17Q: 3 clusters Score -7507286 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -7507405.000000 Penalty: 3606.402100
	Iteration 18Q: 3 clusters Score -7507405 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -7507468.500000 Penalty: 3606.402100
	Iteration 19Q: 3 clusters Score -7507468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -7507498.000000 Penalty: 3606.402100
	Iteration 20F: 3 clusters Score -7507498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -7507540.500000 Penalty: 3606.402100
	Iteration 21Q: 3 clusters Score -7507540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -7507575.500000 Penalty: 3606.402100
	Iteration 22Q: 3 clusters Score -7507576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7507588.500000 Penalty: 3606.402100
	Iteration 23Q: 3 clusters Score -7507588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -7507597.000000 Penalty: 3606.402100
	Iteration 24Q: 3 clusters Score -7507597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -7507616.500000 Penalty: 3606.402100
	Iteration 25Q: 3 clusters Score -7507616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -7507636.500000 Penalty: 3606.402100
	Iteration 26Q: 3 clusters Score -7507636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7507628.500000 Penalty: 3606.402100
	Iteration 27Q: 3 clusters Score -7507628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -7507642.000000 Penalty: 3606.402100
	Iteration 28Q: 3 clusters Score -7507642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -7507645.500000 Penalty: 3606.402100
	Iteration 29Q: 3 clusters Score -7507646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7507642.500000 Penalty: 3606.402100
	Iteration 30Q: 3 clusters Score -7507642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7507637.500000 Penalty: 3606.402100
	Iteration 31Q: 3 clusters Score -7507638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -7507636.500000 Penalty: 3606.402100
	Iteration 32Q: 3 clusters Score -7507636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7507645.000000 Penalty: 3606.402100
	Iteration 33Q: 3 clusters Score -7507645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -7507641.000000 Penalty: 3606.402100
	Iteration 34Q: 3 clusters Score -7507641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -7507647.500000 Penalty: 3606.402100
	Iteration 35Q: 3 clusters Score -7507648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7507641.000000 Penalty: 3606.402100
	Iteration 36Q: 3 clusters Score -7507641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -7507641.500000 Penalty: 3606.402100
	Iteration 37Q: 3 clusters Score -7507642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -7507640.000000 Penalty: 3606.402100
	Iteration 38Q: 3 clusters Score -7507640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -7507645.500000 Penalty: 3606.402100
	Iteration 39Q: 3 clusters Score -7507646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -7507646.000000 Penalty: 3606.402100
	Iteration 40F: 3 clusters Score -7507646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -7507643.000000 Penalty: 3606.402100
	Iteration 41Q: 3 clusters Score -7507643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -7507645.000000 Penalty: 3606.402100
	Iteration 42Q: 3 clusters Score -7507645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -7507644.000000 Penalty: 3606.402100
	Iteration 43Q: 3 clusters Score -7507644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -7507644.000000 Penalty: 3606.402100
	Iteration 44F: 3 clusters Score -7507644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Entering Unmasked Estep 
Score: -14440633.000000 Penalty: 1911.678345
	Iteration 0F: 2 clusters Score -1.444063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -14356674.000000 Penalty: 3823.356689
	Iteration 0F: 3 clusters Score -1.435667e+07 nChanged 61780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -14393121.000000 Penalty: 3823.356689
	Iteration 1F: 3 clusters Score -1.439312e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -14394386.000000 Penalty: 3823.356689
	Iteration 2Q: 3 clusters Score -1.439439e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -14396208.000000 Penalty: 3823.356689
	Iteration 3Q: 3 clusters Score -1.439621e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -14399398.000000 Penalty: 3823.356689
	Iteration 4F: 3 clusters Score -1.43994e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -14405059.000000 Penalty: 3823.356689
	Iteration 5F: 3 clusters Score -1.440506e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -14413804.000000 Penalty: 3823.356689
	Iteration 6F: 3 clusters Score -1.44138e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -14423623.000000 Penalty: 3823.356689
	Iteration 7F: 3 clusters Score -1.442362e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113723 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -14431124.000000 Penalty: 3823.356689
	Iteration 8F: 3 clusters Score -1.443112e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -14434973.000000 Penalty: 3823.356689
	Iteration 9Q: 3 clusters Score -1.443497e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120738 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -14436862.000000 Penalty: 3823.356689
	Iteration 10Q: 3 clusters Score -1.443686e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -14437730.000000 Penalty: 3823.356689
	Iteration 11Q: 3 clusters Score -1.443773e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123305 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -14438268.000000 Penalty: 3823.356689
	Iteration 12Q: 3 clusters Score -1.443827e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -14438674.000000 Penalty: 3823.356689
	Iteration 13Q: 3 clusters Score -1.443867e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -14438958.000000 Penalty: 3823.356689
	Iteration 14Q: 3 clusters Score -1.443896e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -14439114.000000 Penalty: 3823.356689
	Iteration 15Q: 3 clusters Score -1.443911e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -14439286.000000 Penalty: 3823.356689
	Iteration 16Q: 3 clusters Score -1.443929e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -14439432.000000 Penalty: 3823.356689
	Iteration 17Q: 3 clusters Score -1.443943e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -14439539.000000 Penalty: 3823.356689
	Iteration 18Q: 3 clusters Score -1.443954e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126051 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -14439609.000000 Penalty: 3823.356689
	Iteration 19Q: 3 clusters Score -1.443961e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14439669.000000 Penalty: 3823.356689
	Iteration 20F: 3 clusters Score -1.443967e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14439699.000000 Penalty: 3823.356689
	Iteration 21Q: 3 clusters Score -1.44397e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14439760.000000 Penalty: 3823.356689
	Iteration 22Q: 3 clusters Score -1.443976e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14439781.000000 Penalty: 3823.356689
	Iteration 23Q: 3 clusters Score -1.443978e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -14439835.000000 Penalty: 3823.356689
	Iteration 24Q: 3 clusters Score -1.443984e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14439828.000000 Penalty: 3823.356689
	Iteration 25Q: 3 clusters Score -1.443983e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126574 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -14439827.000000 Penalty: 3823.356689
	Iteration 26Q: 3 clusters Score -1.443983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126608 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14439837.000000 Penalty: 3823.356689
	Iteration 27Q: 3 clusters Score -1.443984e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126650 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14439837.000000 Penalty: 3823.356689
	Iteration 28Q: 3 clusters Score -1.443984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14439842.000000 Penalty: 3823.356689
	Iteration 29Q: 3 clusters Score -1.443984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14439840.000000 Penalty: 3823.356689
	Iteration 30Q: 3 clusters Score -1.443984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126687 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -14439838.000000 Penalty: 3823.356689
	Iteration 31Q: 3 clusters Score -1.443984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14439848.000000 Penalty: 3823.356689
	Iteration 32Q: 3 clusters Score -1.443985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14439850.000000 Penalty: 3823.356689
	Iteration 33Q: 3 clusters Score -1.443985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14439854.000000 Penalty: 3823.356689
	Iteration 34Q: 3 clusters Score -1.443985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14439860.000000 Penalty: 3823.356689
	Iteration 35Q: 3 clusters Score -1.443986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14439874.000000 Penalty: 3823.356689
	Iteration 36Q: 3 clusters Score -1.443987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14439875.000000 Penalty: 3823.356689
	Iteration 37Q: 3 clusters Score -1.443988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -14439891.000000 Penalty: 3823.356689
	Iteration 38Q: 3 clusters Score -1.443989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14439888.000000 Penalty: 3823.356689
	Iteration 39Q: 3 clusters Score -1.443989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -14439896.000000 Penalty: 3823.356689
	Iteration 40F: 3 clusters Score -1.44399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -14439891.000000 Penalty: 3823.356689
	Iteration 41Q: 3 clusters Score -1.443989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -14439892.000000 Penalty: 3823.356689
	Iteration 42Q: 3 clusters Score -1.443989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14439888.000000 Penalty: 3823.356689
	Iteration 43Q: 3 clusters Score -1.443989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126789 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -14439879.000000 Penalty: 3823.356689
	Iteration 44Q: 3 clusters Score -1.443988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126795 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -14439886.000000 Penalty: 3823.356689
	Iteration 45Q: 3 clusters Score -1.443989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -14439893.000000 Penalty: 3823.356689
	Iteration 46Q: 3 clusters Score -1.443989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14439890.000000 Penalty: 3823.356689
	Iteration 47Q: 3 clusters Score -1.443989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14439894.000000 Penalty: 3823.356689
	Iteration 48Q: 3 clusters Score -1.443989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126804 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -14439894.000000 Penalty: 3823.356689
	Iteration 49F: 3 clusters Score -1.443989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Entering Unmasked Estep 
Score: -5109019.500000 Penalty: 1740.383545
	Iteration 0F: 2 clusters Score -5109020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5078957.500000 Penalty: 3480.767090
	Iteration 0F: 3 clusters Score -5078958 nChanged 20964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5090907.000000 Penalty: 3480.767090
	Iteration 1F: 3 clusters Score -5090907 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5091563.000000 Penalty: 3480.767090
	Iteration 2Q: 3 clusters Score -5091563 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5092567.500000 Penalty: 3480.767090
	Iteration 3Q: 3 clusters Score -5092568 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5094136.500000 Penalty: 3480.767090
	Iteration 4F: 3 clusters Score -5094136 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5096537.000000 Penalty: 3480.767090
	Iteration 5F: 3 clusters Score -5096537 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -5099588.000000 Penalty: 3480.767090
	Iteration 6F: 3 clusters Score -5099588 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5102544.500000 Penalty: 3480.767090
	Iteration 7F: 3 clusters Score -5102544 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -5104706.500000 Penalty: 3480.767090
	Iteration 8F: 3 clusters Score -5104706 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -5105946.500000 Penalty: 3480.767090
	Iteration 9Q: 3 clusters Score -5105946 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5106635.500000 Penalty: 3480.767090
	Iteration 10Q: 3 clusters Score -5106636 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5107055.500000 Penalty: 3480.767090
	Iteration 11Q: 3 clusters Score -5107056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -5107280.000000 Penalty: 3480.767090
	Iteration 12Q: 3 clusters Score -5107280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5107381.000000 Penalty: 3480.767090
	Iteration 13Q: 3 clusters Score -5107381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -5107453.000000 Penalty: 3480.767090
	Iteration 14Q: 3 clusters Score -5107453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -5107483.500000 Penalty: 3480.767090
	Iteration 15Q: 3 clusters Score -5107484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -5107517.500000 Penalty: 3480.767090
	Iteration 16Q: 3 clusters Score -5107518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5107540.000000 Penalty: 3480.767090
	Iteration 17Q: 3 clusters Score -5107540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5107551.500000 Penalty: 3480.767090
	Iteration 18Q: 3 clusters Score -5107552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -5107555.500000 Penalty: 3480.767090
	Iteration 19Q: 3 clusters Score -5107556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -5107560.000000 Penalty: 3480.767090
	Iteration 20F: 3 clusters Score -5107560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5107559.000000 Penalty: 3480.767090
	Iteration 21Q: 3 clusters Score -5107559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5107559.000000 Penalty: 3480.767090
	Iteration 22F: 3 clusters Score -5107559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -222631.312500 Penalty: 1243.538696
	Iteration 0F: 2 clusters Score -222631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -220489.218750 Penalty: 2487.077393
	Iteration 0F: 3 clusters Score -220489.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -221042.953125 Penalty: 2487.077393
	Iteration 1F: 3 clusters Score -221043 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -221242.281250 Penalty: 2487.077393
	Iteration 2F: 3 clusters Score -221242.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -221347.156250 Penalty: 2487.077393
	Iteration 3F: 3 clusters Score -221347.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221412.437500 Penalty: 2487.077393
	Iteration 4Q: 3 clusters Score -221412.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221449.937500 Penalty: 2487.077393
	Iteration 5Q: 3 clusters Score -221449.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -221484.828125 Penalty: 2487.077393
	Iteration 6Q: 3 clusters Score -221484.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221502.265625 Penalty: 2487.077393
	Iteration 7Q: 3 clusters Score -221502.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -221517.750000 Penalty: 2487.077393
	Iteration 8Q: 3 clusters Score -221517.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -221535.328125 Penalty: 2487.077393
	Iteration 9Q: 3 clusters Score -221535.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -221548.500000 Penalty: 2487.077393
	Iteration 10Q: 3 clusters Score -221548.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -221557.359375 Penalty: 2487.077393
	Iteration 11Q: 3 clusters Score -221557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221563.500000 Penalty: 2487.077393
	Iteration 12Q: 3 clusters Score -221563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -221567.531250 Penalty: 2487.077393
	Iteration 13Q: 3 clusters Score -221567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -221571.078125 Penalty: 2487.077393
	Iteration 14Q: 3 clusters Score -221571.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -221576.625000 Penalty: 2487.077393
	Iteration 15Q: 3 clusters Score -221576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -221580.843750 Penalty: 2487.077393
	Iteration 16Q: 3 clusters Score -221580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -221589.281250 Penalty: 2487.077393
	Iteration 17Q: 3 clusters Score -221589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221596.937500 Penalty: 2487.077393
	Iteration 18Q: 3 clusters Score -221596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221603.843750 Penalty: 2487.077393
	Iteration 19Q: 3 clusters Score -221603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -221607.656250 Penalty: 2487.077393
	Iteration 20F: 3 clusters Score -221607.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -221611.250000 Penalty: 2487.077393
	Iteration 21Q: 3 clusters Score -221611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -221615.640625 Penalty: 2487.077393
	Iteration 22Q: 3 clusters Score -221615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221621.859375 Penalty: 2487.077393
	Iteration 23Q: 3 clusters Score -221621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -221637.140625 Penalty: 2487.077393
	Iteration 24Q: 3 clusters Score -221637.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -221649.875000 Penalty: 2487.077393
	Iteration 25Q: 3 clusters Score -221649.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -221665.156250 Penalty: 2487.077393
	Iteration 26Q: 3 clusters Score -221665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -221681.828125 Penalty: 2487.077393
	Iteration 27Q: 3 clusters Score -221681.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -221695.859375 Penalty: 2487.077393
	Iteration 28Q: 3 clusters Score -221695.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -221705.812500 Penalty: 2487.077393
	Iteration 29Q: 3 clusters Score -221705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -221711.140625 Penalty: 2487.077393
	Iteration 30Q: 3 clusters Score -221711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -221716.671875 Penalty: 2487.077393
	Iteration 31Q: 3 clusters Score -221716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -221719.843750 Penalty: 2487.077393
	Iteration 32Q: 3 clusters Score -221719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -221719.843750 Penalty: 2487.077393
	Iteration 33F: 3 clusters Score -221719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46551 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2248 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 146159 members 
Mstep: Class 15 contains 16640 members 
Mstep: Class 16 contains 32099 members 
Mstep: Class 18 contains 65948 members 
Mstep: Class 20 contains 128563 members 
Mstep: Class 23 contains 44804 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749688.000000 Penalty: 34528.816406
Iteration 239Q: 17 clusters Score -6.474969e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46547 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146165 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 32100 members 
Mstep: Class 18 contains 65946 members 
Mstep: Class 20 contains 128526 members 
Mstep: Class 23 contains 44810 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749664.000000 Penalty: 34528.816406
Iteration 240F: 17 clusters Score -6.474966e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146193 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 32103 members 
Mstep: Class 18 contains 65941 members 
Mstep: Class 20 contains 128467 members 
Mstep: Class 23 contains 44813 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749660.000000 Penalty: 34528.816406
Iteration 241Q: 17 clusters Score -6.474966e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146216 members 
Mstep: Class 15 contains 16734 members 
Mstep: Class 16 contains 32096 members 
Mstep: Class 18 contains 65939 members 
Mstep: Class 20 contains 128417 members 
Mstep: Class 23 contains 44820 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749684.000000 Penalty: 34528.816406
Iteration 242Q: 17 clusters Score -6.474968e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46539 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146231 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 32084 members 
Mstep: Class 18 contains 65933 members 
Mstep: Class 20 contains 128382 members 
Mstep: Class 23 contains 44829 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749696.000000 Penalty: 34528.816406
Iteration 243Q: 17 clusters Score -6.47497e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46545 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146250 members 
Mstep: Class 15 contains 16786 members 
Mstep: Class 16 contains 32071 members 
Mstep: Class 18 contains 65927 members 
Mstep: Class 20 contains 128343 members 
Mstep: Class 23 contains 44834 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749700.000000 Penalty: 34528.816406
Iteration 244Q: 17 clusters Score -6.47497e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46546 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146263 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 32061 members 
Mstep: Class 18 contains 65924 members 
Mstep: Class 20 contains 128319 members 
Mstep: Class 23 contains 44836 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749640.000000 Penalty: 34528.816406
Iteration 245Q: 17 clusters Score -6.474964e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46554 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146264 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 32052 members 
Mstep: Class 18 contains 65918 members 
Mstep: Class 20 contains 128300 members 
Mstep: Class 23 contains 44846 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749664.000000 Penalty: 34528.816406
Iteration 246Q: 17 clusters Score -6.474966e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46560 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 146272 members 
Mstep: Class 15 contains 16850 members 
Mstep: Class 16 contains 32038 members 
Mstep: Class 18 contains 65916 members 
Mstep: Class 20 contains 128285 members 
Mstep: Class 23 contains 44847 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749728.000000 Penalty: 34528.816406
Iteration 247Q: 17 clusters Score -6.474973e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146287 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 32023 members 
Mstep: Class 18 contains 65915 members 
Mstep: Class 20 contains 128253 members 
Mstep: Class 23 contains 44849 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749752.000000 Penalty: 34528.816406
Iteration 248Q: 17 clusters Score -6.474975e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46571 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146277 members 
Mstep: Class 15 contains 16902 members 
Mstep: Class 16 contains 32013 members 
Mstep: Class 18 contains 65910 members 
Mstep: Class 20 contains 128243 members 
Mstep: Class 23 contains 44851 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749764.000000 Penalty: 34528.816406
Iteration 249Q: 17 clusters Score -6.474976e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46573 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146267 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 16 contains 32008 members 
Mstep: Class 18 contains 65906 members 
Mstep: Class 20 contains 128225 members 
Mstep: Class 23 contains 44853 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749876.000000 Penalty: 34528.816406
Iteration 250Q: 17 clusters Score -6.474988e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146262 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 31998 members 
Mstep: Class 18 contains 65896 members 
Mstep: Class 20 contains 128209 members 
Mstep: Class 23 contains 44865 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749872.000000 Penalty: 34528.816406
Iteration 251Q: 17 clusters Score -6.474987e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46579 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146269 members 
Mstep: Class 15 contains 16988 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 18 contains 65895 members 
Mstep: Class 20 contains 128166 members 
Mstep: Class 23 contains 44871 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749892.000000 Penalty: 34528.816406
Iteration 252Q: 17 clusters Score -6.474989e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46578 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146285 members 
Mstep: Class 15 contains 17027 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 18 contains 65894 members 
Mstep: Class 20 contains 128114 members 
Mstep: Class 23 contains 44876 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749888.000000 Penalty: 34528.816406
Iteration 253Q: 17 clusters Score -6.474989e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46575 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146314 members 
Mstep: Class 15 contains 17058 members 
Mstep: Class 16 contains 31979 members 
Mstep: Class 18 contains 65895 members 
Mstep: Class 20 contains 128062 members 
Mstep: Class 23 contains 44879 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64749992.000000 Penalty: 34528.816406
Iteration 254Q: 17 clusters Score -6.474999e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146337 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 18 contains 65894 members 
Mstep: Class 20 contains 128020 members 
Mstep: Class 23 contains 44877 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750036.000000 Penalty: 34528.816406
Iteration 255Q: 17 clusters Score -6.475004e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46581 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146341 members 
Mstep: Class 15 contains 17117 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 18 contains 65894 members 
Mstep: Class 20 contains 127981 members 
Mstep: Class 23 contains 44885 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750020.000000 Penalty: 34528.816406
Iteration 256Q: 17 clusters Score -6.475002e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46585 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146365 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 18 contains 65888 members 
Mstep: Class 20 contains 127934 members 
Mstep: Class 23 contains 44891 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750020.000000 Penalty: 34528.816406
Iteration 257Q: 17 clusters Score -6.475002e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5177 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46593 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146361 members 
Mstep: Class 15 contains 17170 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 18 contains 65883 members 
Mstep: Class 20 contains 127912 members 
Mstep: Class 23 contains 44888 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750036.000000 Penalty: 34528.816406
Iteration 258Q: 17 clusters Score -6.475004e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46599 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146373 members 
Mstep: Class 15 contains 17209 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 20 contains 127870 members 
Mstep: Class 23 contains 44887 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750004.000000 Penalty: 34528.816406
Iteration 259Q: 17 clusters Score -6.475e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5163 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146378 members 
Mstep: Class 15 contains 17253 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127830 members 
Mstep: Class 23 contains 44892 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750064.000000 Penalty: 34528.816406
Iteration 260F: 17 clusters Score -6.475006e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146391 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 31960 members 
Mstep: Class 18 contains 65873 members 
Mstep: Class 20 contains 127787 members 
Mstep: Class 23 contains 44893 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750028.000000 Penalty: 34528.816406
Iteration 261Q: 17 clusters Score -6.475003e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 4922 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46585 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146400 members 
Mstep: Class 15 contains 17338 members 
Mstep: Class 16 contains 31945 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127747 members 
Mstep: Class 23 contains 44901 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750068.000000 Penalty: 34528.816406
Iteration 262Q: 17 clusters Score -6.475007e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4921 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 146442 members 
Mstep: Class 15 contains 17360 members 
Mstep: Class 16 contains 31940 members 
Mstep: Class 18 contains 65875 members 
Mstep: Class 20 contains 127696 members 
Mstep: Class 23 contains 44907 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750136.000000 Penalty: 34528.816406
Iteration 263Q: 17 clusters Score -6.475014e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 5159 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46551 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146490 members 
Mstep: Class 15 contains 17380 members 
Mstep: Class 16 contains 31928 members 
Mstep: Class 18 contains 65875 members 
Mstep: Class 20 contains 127645 members 
Mstep: Class 23 contains 44912 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750120.000000 Penalty: 34528.816406
Iteration 264Q: 17 clusters Score -6.475012e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46543 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146517 members 
Mstep: Class 15 contains 17398 members 
Mstep: Class 16 contains 31923 members 
Mstep: Class 18 contains 65876 members 
Mstep: Class 20 contains 127606 members 
Mstep: Class 23 contains 44917 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750092.000000 Penalty: 34528.816406
Iteration 265Q: 17 clusters Score -6.475009e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46538 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146539 members 
Mstep: Class 15 contains 17419 members 
Mstep: Class 16 contains 31918 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127565 members 
Mstep: Class 23 contains 44928 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750112.000000 Penalty: 34528.816406
Iteration 266Q: 17 clusters Score -6.475011e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46532 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146568 members 
Mstep: Class 15 contains 17432 members 
Mstep: Class 16 contains 31907 members 
Mstep: Class 18 contains 65873 members 
Mstep: Class 20 contains 127530 members 
Mstep: Class 23 contains 44938 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750112.000000 Penalty: 34528.816406
Iteration 267Q: 17 clusters Score -6.475011e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46524 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146621 members 
Mstep: Class 15 contains 17441 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 18 contains 65872 members 
Mstep: Class 20 contains 127472 members 
Mstep: Class 23 contains 44943 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750092.000000 Penalty: 34528.816406
Iteration 268Q: 17 clusters Score -6.475009e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46525 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146651 members 
Mstep: Class 15 contains 17453 members 
Mstep: Class 16 contains 31900 members 
Mstep: Class 18 contains 65873 members 
Mstep: Class 20 contains 127417 members 
Mstep: Class 23 contains 44956 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750076.000000 Penalty: 34528.816406
Iteration 269Q: 17 clusters Score -6.475008e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2335 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146664 members 
Mstep: Class 15 contains 17468 members 
Mstep: Class 16 contains 31895 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127378 members 
Mstep: Class 23 contains 44968 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750120.000000 Penalty: 34528.816406
Iteration 270Q: 17 clusters Score -6.475012e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 5148 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46524 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146684 members 
Mstep: Class 15 contains 17477 members 
Mstep: Class 16 contains 31898 members 
Mstep: Class 18 contains 65875 members 
Mstep: Class 20 contains 127335 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750140.000000 Penalty: 34528.816406
Iteration 271Q: 17 clusters Score -6.475014e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46529 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146706 members 
Mstep: Class 15 contains 17486 members 
Mstep: Class 16 contains 31903 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127291 members 
Mstep: Class 23 contains 44989 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750164.000000 Penalty: 34528.816406
Iteration 272Q: 17 clusters Score -6.475016e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146724 members 
Mstep: Class 15 contains 17496 members 
Mstep: Class 16 contains 31906 members 
Mstep: Class 18 contains 65870 members 
Mstep: Class 20 contains 127252 members 
Mstep: Class 23 contains 44999 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750180.000000 Penalty: 34528.816406
Iteration 273Q: 17 clusters Score -6.475018e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46551 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146723 members 
Mstep: Class 15 contains 17507 members 
Mstep: Class 16 contains 31899 members 
Mstep: Class 18 contains 65871 members 
Mstep: Class 20 contains 127213 members 
Mstep: Class 23 contains 45009 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750204.000000 Penalty: 34528.816406
Iteration 274Q: 17 clusters Score -6.47502e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46560 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146720 members 
Mstep: Class 15 contains 17523 members 
Mstep: Class 16 contains 31888 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127186 members 
Mstep: Class 23 contains 45016 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750224.000000 Penalty: 34528.816406
Iteration 275Q: 17 clusters Score -6.475022e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146713 members 
Mstep: Class 15 contains 17539 members 
Mstep: Class 16 contains 31884 members 
Mstep: Class 18 contains 65876 members 
Mstep: Class 20 contains 127160 members 
Mstep: Class 23 contains 45029 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750240.000000 Penalty: 34528.816406
Iteration 276Q: 17 clusters Score -6.475024e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46569 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146710 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 31876 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 20 contains 127132 members 
Mstep: Class 23 contains 45042 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750208.000000 Penalty: 34528.816406
Iteration 277Q: 17 clusters Score -6.475021e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 5140 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146727 members 
Mstep: Class 15 contains 17575 members 
Mstep: Class 16 contains 31865 members 
Mstep: Class 18 contains 65877 members 
Mstep: Class 20 contains 127089 members 
Mstep: Class 23 contains 45046 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750144.000000 Penalty: 34528.816406
Iteration 278Q: 17 clusters Score -6.475014e+07 nChanged 259
Entering ConstructFrom: 
Score: -64750144.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Entering Unmasked Estep 
Score: -9638282.000000 Penalty: 1846.730469
	Iteration 0F: 2 clusters Score -9638282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -9580661.000000 Penalty: 3693.460938
	Iteration 0F: 3 clusters Score -9580661 nChanged 40848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9604523.000000 Penalty: 3693.460938
	Iteration 1F: 3 clusters Score -9604523 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9605415.000000 Penalty: 3693.460938
	Iteration 2Q: 3 clusters Score -9605415 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9606576.000000 Penalty: 3693.460938
	Iteration 3Q: 3 clusters Score -9606576 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -9608478.000000 Penalty: 3693.460938
	Iteration 4Q: 3 clusters Score -9608478 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -9611655.000000 Penalty: 3693.460938
	Iteration 5F: 3 clusters Score -9611655 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -9616143.000000 Penalty: 3693.460938
	Iteration 6F: 3 clusters Score -9616143 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -9620725.000000 Penalty: 3693.460938
	Iteration 7F: 3 clusters Score -9620725 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -9624592.000000 Penalty: 3693.460938
	Iteration 8F: 3 clusters Score -9624592 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -9627233.000000 Penalty: 3693.460938
	Iteration 9Q: 3 clusters Score -9627233 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -9629215.000000 Penalty: 3693.460938
	Iteration 10Q: 3 clusters Score -9629215 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9630885.000000 Penalty: 3693.460938
	Iteration 11Q: 3 clusters Score -9630885 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -9632346.000000 Penalty: 3693.460938
	Iteration 12Q: 3 clusters Score -9632346 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -9633565.000000 Penalty: 3693.460938
	Iteration 13Q: 3 clusters Score -9633565 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9634633.000000 Penalty: 3693.460938
	Iteration 14Q: 3 clusters Score -9634633 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9635365.000000 Penalty: 3693.460938
	Iteration 15Q: 3 clusters Score -9635365 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9635870.000000 Penalty: 3693.460938
	Iteration 16Q: 3 clusters Score -9635870 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9636176.000000 Penalty: 3693.460938
	Iteration 17Q: 3 clusters Score -9636176 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9636413.000000 Penalty: 3693.460938
	Iteration 18Q: 3 clusters Score -9636413 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9636548.000000 Penalty: 3693.460938
	Iteration 19Q: 3 clusters Score -9636548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9636628.000000 Penalty: 3693.460938
	Iteration 20F: 3 clusters Score -9636628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9636681.000000 Penalty: 3693.460938
	Iteration 21Q: 3 clusters Score -9636681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9636709.000000 Penalty: 3693.460938
	Iteration 22Q: 3 clusters Score -9636709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9636740.000000 Penalty: 3693.460938
	Iteration 23Q: 3 clusters Score -9636740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9636748.000000 Penalty: 3693.460938
	Iteration 24Q: 3 clusters Score -9636748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9636760.000000 Penalty: 3693.460938
	Iteration 25Q: 3 clusters Score -9636760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9636773.000000 Penalty: 3693.460938
	Iteration 26Q: 3 clusters Score -9636773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9636771.000000 Penalty: 3693.460938
	Iteration 27Q: 3 clusters Score -9636771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9636782.000000 Penalty: 3693.460938
	Iteration 28Q: 3 clusters Score -9636782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9636787.000000 Penalty: 3693.460938
	Iteration 29Q: 3 clusters Score -9636787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9636783.000000 Penalty: 3693.460938
	Iteration 30Q: 3 clusters Score -9636783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9636785.000000 Penalty: 3693.460938
	Iteration 31Q: 3 clusters Score -9636785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9636782.000000 Penalty: 3693.460938
	Iteration 32Q: 3 clusters Score -9636782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9636792.000000 Penalty: 3693.460938
	Iteration 33Q: 3 clusters Score -9636792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9636792.000000 Penalty: 3693.460938
	Iteration 34F: 3 clusters Score -9636792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -131626.140625 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -131626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130034.859375 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -130034.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130351.554688 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -130351.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130432.421875 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -130432.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130463.062500 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -130463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -130476.320312 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -130476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130488.343750 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -130488.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130496.734375 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -130496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130499.976562 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -130500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130503.625000 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -130503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130506.593750 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -130506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130508.054688 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -130508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -130510.382812 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -130510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130513.773438 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -130513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130515.429688 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -130515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130516.406250 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -130516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130517.085938 Penalty: 2303.732910
	Iteration 15Q: 3 clusters Score -130517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130517.765625 Penalty: 2303.732910
	Iteration 16Q: 3 clusters Score -130517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130518.296875 Penalty: 2303.732910
	Iteration 17Q: 3 clusters Score -130518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130518.296875 Penalty: 2303.732910
	Iteration 18F: 3 clusters Score -130518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -547253.375000 Penalty: 1381.257568
	Iteration 0F: 2 clusters Score -547253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -543274.500000 Penalty: 2762.515137
	Iteration 0F: 3 clusters Score -543274.5 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -544386.562500 Penalty: 2762.515137
	Iteration 1F: 3 clusters Score -544386.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -544558.875000 Penalty: 2762.515137
	Iteration 2F: 3 clusters Score -544558.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -544681.062500 Penalty: 2762.515137
	Iteration 3F: 3 clusters Score -544681.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -544774.625000 Penalty: 2762.515137
	Iteration 4Q: 3 clusters Score -544774.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -544858.562500 Penalty: 2762.515137
	Iteration 5Q: 3 clusters Score -544858.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -544939.500000 Penalty: 2762.515137
	Iteration 6Q: 3 clusters Score -544939.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -545023.937500 Penalty: 2762.515137
	Iteration 7Q: 3 clusters Score -545023.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -545110.000000 Penalty: 2762.515137
	Iteration 8Q: 3 clusters Score -545110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -545197.062500 Penalty: 2762.515137
	Iteration 9Q: 3 clusters Score -545197.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -545303.500000 Penalty: 2762.515137
	Iteration 10Q: 3 clusters Score -545303.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -545431.312500 Penalty: 2762.515137
	Iteration 11Q: 3 clusters Score -545431.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -545540.062500 Penalty: 2762.515137
	Iteration 12Q: 3 clusters Score -545540.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -545629.875000 Penalty: 2762.515137
	Iteration 13Q: 3 clusters Score -545629.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -545696.937500 Penalty: 2762.515137
	Iteration 14Q: 3 clusters Score -545696.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -545755.500000 Penalty: 2762.515137
	Iteration 15Q: 3 clusters Score -545755.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -545800.312500 Penalty: 2762.515137
	Iteration 16Q: 3 clusters Score -545800.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -545837.312500 Penalty: 2762.515137
	Iteration 17Q: 3 clusters Score -545837.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -545873.312500 Penalty: 2762.515137
	Iteration 18Q: 3 clusters Score -545873.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -545911.375000 Penalty: 2762.515137
	Iteration 19Q: 3 clusters Score -545911.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -545942.125000 Penalty: 2762.515137
	Iteration 20F: 3 clusters Score -545942.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -545964.375000 Penalty: 2762.515137
	Iteration 21Q: 3 clusters Score -545964.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -545976.875000 Penalty: 2762.515137
	Iteration 22Q: 3 clusters Score -545976.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -545987.687500 Penalty: 2762.515137
	Iteration 23Q: 3 clusters Score -545987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -545998.187500 Penalty: 2762.515137
	Iteration 24Q: 3 clusters Score -545998.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -546008.062500 Penalty: 2762.515137
	Iteration 25Q: 3 clusters Score -546008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -546016.750000 Penalty: 2762.515137
	Iteration 26Q: 3 clusters Score -546016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -546024.187500 Penalty: 2762.515137
	Iteration 27Q: 3 clusters Score -546024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -546028.437500 Penalty: 2762.515137
	Iteration 28Q: 3 clusters Score -546028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -546029.000000 Penalty: 2762.515137
	Iteration 29Q: 3 clusters Score -546029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -546031.062500 Penalty: 2762.515137
	Iteration 30Q: 3 clusters Score -546031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -546034.000000 Penalty: 2762.515137
	Iteration 31Q: 3 clusters Score -546034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -546034.375000 Penalty: 2762.515137
	Iteration 32Q: 3 clusters Score -546034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -546035.937500 Penalty: 2762.515137
	Iteration 33Q: 3 clusters Score -546035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -546036.500000 Penalty: 2762.515137
	Iteration 34Q: 3 clusters Score -546036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -546037.187500 Penalty: 2762.515137
	Iteration 35Q: 3 clusters Score -546037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -546038.937500 Penalty: 2762.515137
	Iteration 36Q: 3 clusters Score -546038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -546041.125000 Penalty: 2762.515137
	Iteration 37Q: 3 clusters Score -546041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -546043.375000 Penalty: 2762.515137
	Iteration 38Q: 3 clusters Score -546043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -546046.187500 Penalty: 2762.515137
	Iteration 39Q: 3 clusters Score -546046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -546048.437500 Penalty: 2762.515137
	Iteration 40F: 3 clusters Score -546048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -551254.562500 Penalty: 1388.468140
	Iteration 0F: 2 clusters Score -551254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -547203.625000 Penalty: 2776.936279
	Iteration 0F: 3 clusters Score -547203.6 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -548296.125000 Penalty: 2776.936279
	Iteration 1F: 3 clusters Score -548296.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -548546.500000 Penalty: 2776.936279
	Iteration 2F: 3 clusters Score -548546.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -548764.312500 Penalty: 2776.936279
	Iteration 3F: 3 clusters Score -548764.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -549009.750000 Penalty: 2776.936279
	Iteration 4F: 3 clusters Score -549009.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -549250.187500 Penalty: 2776.936279
	Iteration 5F: 3 clusters Score -549250.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549447.312500 Penalty: 2776.936279
	Iteration 6F: 3 clusters Score -549447.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -549621.062500 Penalty: 2776.936279
	Iteration 7Q: 3 clusters Score -549621.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -549800.125000 Penalty: 2776.936279
	Iteration 8Q: 3 clusters Score -549800.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -549983.187500 Penalty: 2776.936279
	Iteration 9Q: 3 clusters Score -549983.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -550158.625000 Penalty: 2776.936279
	Iteration 10Q: 3 clusters Score -550158.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -550278.437500 Penalty: 2776.936279
	Iteration 11Q: 3 clusters Score -550278.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -550368.250000 Penalty: 2776.936279
	Iteration 12Q: 3 clusters Score -550368.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -550433.062500 Penalty: 2776.936279
	Iteration 13Q: 3 clusters Score -550433.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -550465.375000 Penalty: 2776.936279
	Iteration 14Q: 3 clusters Score -550465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -550481.562500 Penalty: 2776.936279
	Iteration 15Q: 3 clusters Score -550481.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -550495.875000 Penalty: 2776.936279
	Iteration 16Q: 3 clusters Score -550495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -550506.562500 Penalty: 2776.936279
	Iteration 17Q: 3 clusters Score -550506.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -550514.062500 Penalty: 2776.936279
	Iteration 18Q: 3 clusters Score -550514.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -550520.062500 Penalty: 2776.936279
	Iteration 19Q: 3 clusters Score -550520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -550523.437500 Penalty: 2776.936279
	Iteration 20F: 3 clusters Score -550523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -550527.500000 Penalty: 2776.936279
	Iteration 21Q: 3 clusters Score -550527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -550531.625000 Penalty: 2776.936279
	Iteration 22Q: 3 clusters Score -550531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -550535.375000 Penalty: 2776.936279
	Iteration 23Q: 3 clusters Score -550535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -550538.187500 Penalty: 2776.936279
	Iteration 24Q: 3 clusters Score -550538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -550538.500000 Penalty: 2776.936279
	Iteration 25Q: 3 clusters Score -550538.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -550538.500000 Penalty: 2776.936279
	Iteration 26F: 3 clusters Score -550538.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -41919.921875 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -41919.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40954.437500 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -40954.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41088.000000 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -41088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41112.578125 Penalty: 1951.263306
	Iteration 2Q: 3 clusters Score -41112.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41120.753906 Penalty: 1951.263306
	Iteration 3Q: 3 clusters Score -41120.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41129.128906 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -41129.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41132.894531 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -41132.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41135.714844 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -41135.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41135.714844 Penalty: 1951.263306
	Iteration 7F: 3 clusters Score -41135.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Entering Unmasked Estep 
Score: -5301842.500000 Penalty: 1746.676147
	Iteration 0F: 2 clusters Score -5301842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5270695.500000 Penalty: 3493.352295
	Iteration 0F: 3 clusters Score -5270696 nChanged 21706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5282817.000000 Penalty: 3493.352295
	Iteration 1F: 3 clusters Score -5282817 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5283354.000000 Penalty: 3493.352295
	Iteration 2Q: 3 clusters Score -5283354 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5284078.000000 Penalty: 3493.352295
	Iteration 3Q: 3 clusters Score -5284078 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -5285141.000000 Penalty: 3493.352295
	Iteration 4Q: 3 clusters Score -5285141 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5286582.500000 Penalty: 3493.352295
	Iteration 5F: 3 clusters Score -5286582 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -5288556.000000 Penalty: 3493.352295
	Iteration 6F: 3 clusters Score -5288556 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5290779.000000 Penalty: 3493.352295
	Iteration 7F: 3 clusters Score -5290779 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5292915.500000 Penalty: 3493.352295
	Iteration 8F: 3 clusters Score -5292916 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -5294711.500000 Penalty: 3493.352295
	Iteration 9F: 3 clusters Score -5294712 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5296048.000000 Penalty: 3493.352295
	Iteration 10Q: 3 clusters Score -5296048 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5296914.500000 Penalty: 3493.352295
	Iteration 11Q: 3 clusters Score -5296914 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5297524.000000 Penalty: 3493.352295
	Iteration 12Q: 3 clusters Score -5297524 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5297986.000000 Penalty: 3493.352295
	Iteration 13Q: 3 clusters Score -5297986 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5298371.500000 Penalty: 3493.352295
	Iteration 14Q: 3 clusters Score -5298372 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5298675.000000 Penalty: 3493.352295
	Iteration 15Q: 3 clusters Score -5298675 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5298979.000000 Penalty: 3493.352295
	Iteration 16Q: 3 clusters Score -5298979 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5299244.000000 Penalty: 3493.352295
	Iteration 17Q: 3 clusters Score -5299244 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -5299456.500000 Penalty: 3493.352295
	Iteration 18Q: 3 clusters Score -5299456 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5299621.000000 Penalty: 3493.352295
	Iteration 19Q: 3 clusters Score -5299621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5299731.000000 Penalty: 3493.352295
	Iteration 20F: 3 clusters Score -5299731 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5299861.500000 Penalty: 3493.352295
	Iteration 21Q: 3 clusters Score -5299862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5299962.500000 Penalty: 3493.352295
	Iteration 22Q: 3 clusters Score -5299962 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5300050.500000 Penalty: 3493.352295
	Iteration 23Q: 3 clusters Score -5300050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5300116.500000 Penalty: 3493.352295
	Iteration 24Q: 3 clusters Score -5300116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -5300162.500000 Penalty: 3493.352295
	Iteration 25Q: 3 clusters Score -5300162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -5300207.500000 Penalty: 3493.352295
	Iteration 26Q: 3 clusters Score -5300208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5300228.500000 Penalty: 3493.352295
	Iteration 27Q: 3 clusters Score -5300228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -5300253.000000 Penalty: 3493.352295
	Iteration 28Q: 3 clusters Score -5300253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -5300272.500000 Penalty: 3493.352295
	Iteration 29Q: 3 clusters Score -5300272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5300293.500000 Penalty: 3493.352295
	Iteration 30Q: 3 clusters Score -5300294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5300304.000000 Penalty: 3493.352295
	Iteration 31Q: 3 clusters Score -5300304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5300314.500000 Penalty: 3493.352295
	Iteration 32Q: 3 clusters Score -5300314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5300323.500000 Penalty: 3493.352295
	Iteration 33Q: 3 clusters Score -5300324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5300321.500000 Penalty: 3493.352295
	Iteration 34Q: 3 clusters Score -5300322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5300327.500000 Penalty: 3493.352295
	Iteration 35Q: 3 clusters Score -5300328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -5300332.000000 Penalty: 3493.352295
	Iteration 36Q: 3 clusters Score -5300332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5300330.000000 Penalty: 3493.352295
	Iteration 37Q: 3 clusters Score -5300330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5300338.000000 Penalty: 3493.352295
	Iteration 38Q: 3 clusters Score -5300338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5300339.500000 Penalty: 3493.352295
	Iteration 39Q: 3 clusters Score -5300340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5300339.000000 Penalty: 3493.352295
	Iteration 40F: 3 clusters Score -5300339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -13733.829102 Penalty: 835.520325
	Iteration 0F: 2 clusters Score -13733.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13149.887695 Penalty: 1671.040649
	Iteration 0F: 3 clusters Score -13149.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13225.304688 Penalty: 1671.040649
	Iteration 1F: 3 clusters Score -13225.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13264.416992 Penalty: 1671.040649
	Iteration 2F: 3 clusters Score -13264.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13276.141602 Penalty: 1671.040649
	Iteration 3Q: 3 clusters Score -13276.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13278.640625 Penalty: 1671.040649
	Iteration 4Q: 3 clusters Score -13278.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13279.804688 Penalty: 1671.040649
	Iteration 5Q: 3 clusters Score -13279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13279.804688 Penalty: 1671.040649
	Iteration 6F: 3 clusters Score -13279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -270577.843750 Penalty: 1263.550537
	Iteration 0F: 2 clusters Score -270577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268234.281250 Penalty: 2527.101074
	Iteration 0F: 3 clusters Score -268234.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -268734.625000 Penalty: 2527.101074
	Iteration 1F: 3 clusters Score -268734.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -268819.625000 Penalty: 2527.101074
	Iteration 2F: 3 clusters Score -268819.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -268871.125000 Penalty: 2527.101074
	Iteration 3Q: 3 clusters Score -268871.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268906.750000 Penalty: 2527.101074
	Iteration 4Q: 3 clusters Score -268906.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -268936.156250 Penalty: 2527.101074
	Iteration 5Q: 3 clusters Score -268936.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268965.562500 Penalty: 2527.101074
	Iteration 6Q: 3 clusters Score -268965.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268983.125000 Penalty: 2527.101074
	Iteration 7Q: 3 clusters Score -268983.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -268994.437500 Penalty: 2527.101074
	Iteration 8Q: 3 clusters Score -268994.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -269011.656250 Penalty: 2527.101074
	Iteration 9Q: 3 clusters Score -269011.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -269025.843750 Penalty: 2527.101074
	Iteration 10Q: 3 clusters Score -269025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -269037.781250 Penalty: 2527.101074
	Iteration 11Q: 3 clusters Score -269037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -269049.281250 Penalty: 2527.101074
	Iteration 12Q: 3 clusters Score -269049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -269059.187500 Penalty: 2527.101074
	Iteration 13Q: 3 clusters Score -269059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -269069.187500 Penalty: 2527.101074
	Iteration 14Q: 3 clusters Score -269069.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269076.406250 Penalty: 2527.101074
	Iteration 15Q: 3 clusters Score -269076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269082.500000 Penalty: 2527.101074
	Iteration 16Q: 3 clusters Score -269082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -269091.906250 Penalty: 2527.101074
	Iteration 17Q: 3 clusters Score -269091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -269101.218750 Penalty: 2527.101074
	Iteration 18Q: 3 clusters Score -269101.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269109.187500 Penalty: 2527.101074
	Iteration 19Q: 3 clusters Score -269109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -269114.562500 Penalty: 2527.101074
	Iteration 20F: 3 clusters Score -269114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -269120.906250 Penalty: 2527.101074
	Iteration 21Q: 3 clusters Score -269120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -269125.656250 Penalty: 2527.101074
	Iteration 22Q: 3 clusters Score -269125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -269132.562500 Penalty: 2527.101074
	Iteration 23Q: 3 clusters Score -269132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -269136.250000 Penalty: 2527.101074
	Iteration 24Q: 3 clusters Score -269136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269140.343750 Penalty: 2527.101074
	Iteration 25Q: 3 clusters Score -269140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269142.625000 Penalty: 2527.101074
	Iteration 26Q: 3 clusters Score -269142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269145.187500 Penalty: 2527.101074
	Iteration 27Q: 3 clusters Score -269145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269150.156250 Penalty: 2527.101074
	Iteration 28Q: 3 clusters Score -269150.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269156.187500 Penalty: 2527.101074
	Iteration 29Q: 3 clusters Score -269156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -269160.437500 Penalty: 2527.101074
	Iteration 30Q: 3 clusters Score -269160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -269165.343750 Penalty: 2527.101074
	Iteration 31Q: 3 clusters Score -269165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -269170.093750 Penalty: 2527.101074
	Iteration 32Q: 3 clusters Score -269170.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -269173.218750 Penalty: 2527.101074
	Iteration 33Q: 3 clusters Score -269173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -269175.718750 Penalty: 2527.101074
	Iteration 34Q: 3 clusters Score -269175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -269178.531250 Penalty: 2527.101074
	Iteration 35Q: 3 clusters Score -269178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -269180.250000 Penalty: 2527.101074
	Iteration 36Q: 3 clusters Score -269180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -269180.468750 Penalty: 2527.101074
	Iteration 37Q: 3 clusters Score -269180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -269181.937500 Penalty: 2527.101074
	Iteration 38Q: 3 clusters Score -269181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -269182.937500 Penalty: 2527.101074
	Iteration 39Q: 3 clusters Score -269182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -269183.593750 Penalty: 2527.101074
	Iteration 40F: 3 clusters Score -269183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -269183.875000 Penalty: 2527.101074
	Iteration 41Q: 3 clusters Score -269183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -269185.906250 Penalty: 2527.101074
	Iteration 42Q: 3 clusters Score -269185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269186.500000 Penalty: 2527.101074
	Iteration 43Q: 3 clusters Score -269186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -269187.125000 Penalty: 2527.101074
	Iteration 44Q: 3 clusters Score -269187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -269187.125000 Penalty: 2527.101074
	Iteration 45F: 3 clusters Score -269187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -244985.359375 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -244985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242725.046875 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -242725 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -243269.781250 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -243269.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -243392.421875 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -243392.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -243453.578125 Penalty: 2511.735107
	Iteration 3Q: 3 clusters Score -243453.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -243499.484375 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -243499.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -243536.812500 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -243536.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -243568.265625 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -243568.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243600.093750 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -243600.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -243627.421875 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -243627.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -243655.578125 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -243655.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -243686.046875 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -243686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -243714.625000 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -243714.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -243728.921875 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -243728.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -243740.640625 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -243740.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -243753.093750 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -243753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243764.562500 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -243764.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -243771.031250 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -243771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243776.125000 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -243776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -243783.687500 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -243783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243791.000000 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -243791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243796.109375 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -243796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -243803.406250 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -243803.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -243814.875000 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -243814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243824.546875 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -243824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -243833.765625 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -243833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -243842.937500 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -243842.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -243849.515625 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -243849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -243855.968750 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -243856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243859.734375 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -243859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -243862.375000 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -243862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -243865.312500 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -243865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -243866.781250 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -243866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -243869.875000 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -243869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -243873.953125 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -243874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243877.140625 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -243877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243881.156250 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -243881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243888.828125 Penalty: 2511.735107
	Iteration 36Q: 3 clusters Score -243888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -243892.031250 Penalty: 2511.735107
	Iteration 37Q: 3 clusters Score -243892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -243894.359375 Penalty: 2511.735107
	Iteration 38Q: 3 clusters Score -243894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -243897.234375 Penalty: 2511.735107
	Iteration 39Q: 3 clusters Score -243897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -243902.078125 Penalty: 2511.735107
	Iteration 40F: 3 clusters Score -243902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -243905.953125 Penalty: 2511.735107
	Iteration 41Q: 3 clusters Score -243906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -243910.515625 Penalty: 2511.735107
	Iteration 42Q: 3 clusters Score -243910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -243913.750000 Penalty: 2511.735107
	Iteration 43Q: 3 clusters Score -243913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -243919.234375 Penalty: 2511.735107
	Iteration 44Q: 3 clusters Score -243919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -243927.015625 Penalty: 2511.735107
	Iteration 45Q: 3 clusters Score -243927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243933.515625 Penalty: 2511.735107
	Iteration 46Q: 3 clusters Score -243933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -243939.234375 Penalty: 2511.735107
	Iteration 47Q: 3 clusters Score -243939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -243943.515625 Penalty: 2511.735107
	Iteration 48Q: 3 clusters Score -243943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -243948.421875 Penalty: 2511.735107
	Iteration 49Q: 3 clusters Score -243948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -243954.671875 Penalty: 2511.735107
	Iteration 50Q: 3 clusters Score -243954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -243958.671875 Penalty: 2511.735107
	Iteration 51Q: 3 clusters Score -243958.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243963.796875 Penalty: 2511.735107
	Iteration 52Q: 3 clusters Score -243963.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243970.390625 Penalty: 2511.735107
	Iteration 53Q: 3 clusters Score -243970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -243978.468750 Penalty: 2511.735107
	Iteration 54Q: 3 clusters Score -243978.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243984.671875 Penalty: 2511.735107
	Iteration 55Q: 3 clusters Score -243984.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243992.515625 Penalty: 2511.735107
	Iteration 56Q: 3 clusters Score -243992.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -243998.671875 Penalty: 2511.735107
	Iteration 57Q: 3 clusters Score -243998.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -244010.687500 Penalty: 2511.735107
	Iteration 58Q: 3 clusters Score -244010.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -244027.359375 Penalty: 2511.735107
	Iteration 59Q: 3 clusters Score -244027.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244048.140625 Penalty: 2511.735107
	Iteration 60F: 3 clusters Score -244048.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -244068.937500 Penalty: 2511.735107
	Iteration 61Q: 3 clusters Score -244068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -244091.140625 Penalty: 2511.735107
	Iteration 62Q: 3 clusters Score -244091.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -244122.968750 Penalty: 2511.735107
	Iteration 63Q: 3 clusters Score -244123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -244158.000000 Penalty: 2511.735107
	Iteration 64Q: 3 clusters Score -244158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -244215.953125 Penalty: 2511.735107
	Iteration 65Q: 3 clusters Score -244216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -244305.625000 Penalty: 2511.735107
	Iteration 66Q: 3 clusters Score -244305.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -244391.265625 Penalty: 2511.735107
	Iteration 67Q: 3 clusters Score -244391.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -244472.859375 Penalty: 2511.735107
	Iteration 68Q: 3 clusters Score -244472.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244562.625000 Penalty: 2511.735107
	Iteration 69Q: 3 clusters Score -244562.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -244606.640625 Penalty: 2511.735107
	Iteration 70Q: 3 clusters Score -244606.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -244630.812500 Penalty: 2511.735107
	Iteration 71Q: 3 clusters Score -244630.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244642.187500 Penalty: 2511.735107
	Iteration 72Q: 3 clusters Score -244642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244648.234375 Penalty: 2511.735107
	Iteration 73Q: 3 clusters Score -244648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -244652.031250 Penalty: 2511.735107
	Iteration 74Q: 3 clusters Score -244652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -244654.031250 Penalty: 2511.735107
	Iteration 75Q: 3 clusters Score -244654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -244655.343750 Penalty: 2511.735107
	Iteration 76Q: 3 clusters Score -244655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -244655.343750 Penalty: 2511.735107
	Iteration 77F: 3 clusters Score -244655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Entering Unmasked Estep 
Score: -16553726.000000 Penalty: 1933.162231
	Iteration 0F: 2 clusters Score -1.655373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -16458094.000000 Penalty: 3866.324463
	Iteration 0F: 3 clusters Score -1.645809e+07 nChanged 70750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -16499406.000000 Penalty: 3866.324463
	Iteration 1F: 3 clusters Score -1.649941e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -16500043.000000 Penalty: 3866.324463
	Iteration 2Q: 3 clusters Score -1.650004e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -16500842.000000 Penalty: 3866.324463
	Iteration 3Q: 3 clusters Score -1.650084e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -16502149.000000 Penalty: 3866.324463
	Iteration 4Q: 3 clusters Score -1.650215e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -16504277.000000 Penalty: 3866.324463
	Iteration 5Q: 3 clusters Score -1.650428e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -16507749.000000 Penalty: 3866.324463
	Iteration 6Q: 3 clusters Score -1.650775e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -16513533.000000 Penalty: 3866.324463
	Iteration 7F: 3 clusters Score -1.651353e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -16521181.000000 Penalty: 3866.324463
	Iteration 8F: 3 clusters Score -1.652118e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 114773 members 
Entering Unmasked Estep 
Score: -16529008.000000 Penalty: 3866.324463
	Iteration 9F: 3 clusters Score -1.652901e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -16535197.000000 Penalty: 3866.324463
	Iteration 10F: 3 clusters Score -1.65352e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -16538869.000000 Penalty: 3866.324463
	Iteration 11Q: 3 clusters Score -1.653887e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 126666 members 
Entering Unmasked Estep 
Score: -16540913.000000 Penalty: 3866.324463
	Iteration 12Q: 3 clusters Score -1.654091e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 128691 members 
Entering Unmasked Estep 
Score: -16542135.000000 Penalty: 3866.324463
	Iteration 13Q: 3 clusters Score -1.654214e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -16543162.000000 Penalty: 3866.324463
	Iteration 14Q: 3 clusters Score -1.654316e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -16544265.000000 Penalty: 3866.324463
	Iteration 15Q: 3 clusters Score -1.654426e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -16545297.000000 Penalty: 3866.324463
	Iteration 16Q: 3 clusters Score -1.65453e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -16546095.000000 Penalty: 3866.324463
	Iteration 17Q: 3 clusters Score -1.65461e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -16546770.000000 Penalty: 3866.324463
	Iteration 18Q: 3 clusters Score -1.654677e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -16547459.000000 Penalty: 3866.324463
	Iteration 19Q: 3 clusters Score -1.654746e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -16548161.000000 Penalty: 3866.324463
	Iteration 20F: 3 clusters Score -1.654816e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -16548805.000000 Penalty: 3866.324463
	Iteration 21Q: 3 clusters Score -1.65488e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 140574 members 
Entering Unmasked Estep 
Score: -16549412.000000 Penalty: 3866.324463
	Iteration 22Q: 3 clusters Score -1.654941e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -16549898.000000 Penalty: 3866.324463
	Iteration 23Q: 3 clusters Score -1.65499e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 142026 members 
Entering Unmasked Estep 
Score: -16550298.000000 Penalty: 3866.324463
	Iteration 24Q: 3 clusters Score -1.65503e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -16550660.000000 Penalty: 3866.324463
	Iteration 25Q: 3 clusters Score -1.655066e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -16550862.000000 Penalty: 3866.324463
	Iteration 26Q: 3 clusters Score -1.655086e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -16551109.000000 Penalty: 3866.324463
	Iteration 27Q: 3 clusters Score -1.655111e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -16551308.000000 Penalty: 3866.324463
	Iteration 28Q: 3 clusters Score -1.655131e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -16551469.000000 Penalty: 3866.324463
	Iteration 29Q: 3 clusters Score -1.655147e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -16551598.000000 Penalty: 3866.324463
	Iteration 30Q: 3 clusters Score -1.65516e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -16551681.000000 Penalty: 3866.324463
	Iteration 31Q: 3 clusters Score -1.655168e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -16551782.000000 Penalty: 3866.324463
	Iteration 32Q: 3 clusters Score -1.655178e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 145261 members 
Entering Unmasked Estep 
Score: -16551860.000000 Penalty: 3866.324463
	Iteration 33Q: 3 clusters Score -1.655186e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -16551945.000000 Penalty: 3866.324463
	Iteration 34Q: 3 clusters Score -1.655194e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -16552039.000000 Penalty: 3866.324463
	Iteration 35Q: 3 clusters Score -1.655204e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -16552075.000000 Penalty: 3866.324463
	Iteration 36Q: 3 clusters Score -1.655208e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 145677 members 
Entering Unmasked Estep 
Score: -16552065.000000 Penalty: 3866.324463
	Iteration 37Q: 3 clusters Score -1.655206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -16552109.000000 Penalty: 3866.324463
	Iteration 38Q: 3 clusters Score -1.655211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -16552123.000000 Penalty: 3866.324463
	Iteration 39Q: 3 clusters Score -1.655212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -16552150.000000 Penalty: 3866.324463
	Iteration 40F: 3 clusters Score -1.655215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -16552149.000000 Penalty: 3866.324463
	Iteration 41Q: 3 clusters Score -1.655215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 145875 members 
Entering Unmasked Estep 
Score: -16552158.000000 Penalty: 3866.324463
	Iteration 42Q: 3 clusters Score -1.655216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 145891 members 
Entering Unmasked Estep 
Score: -16552149.000000 Penalty: 3866.324463
	Iteration 43Q: 3 clusters Score -1.655215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -16552144.000000 Penalty: 3866.324463
	Iteration 44Q: 3 clusters Score -1.655214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 145914 members 
Entering Unmasked Estep 
Score: -16552169.000000 Penalty: 3866.324463
	Iteration 45Q: 3 clusters Score -1.655217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 145927 members 
Entering Unmasked Estep 
Score: -16552171.000000 Penalty: 3866.324463
	Iteration 46Q: 3 clusters Score -1.655217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -16552175.000000 Penalty: 3866.324463
	Iteration 47Q: 3 clusters Score -1.655218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 145943 members 
Entering Unmasked Estep 
Score: -16552163.000000 Penalty: 3866.324463
	Iteration 48Q: 3 clusters Score -1.655216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -16552166.000000 Penalty: 3866.324463
	Iteration 49Q: 3 clusters Score -1.655217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -16552180.000000 Penalty: 3866.324463
	Iteration 50Q: 3 clusters Score -1.655218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -16552176.000000 Penalty: 3866.324463
	Iteration 51Q: 3 clusters Score -1.655218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 145973 members 
Entering Unmasked Estep 
Score: -16552174.000000 Penalty: 3866.324463
	Iteration 52Q: 3 clusters Score -1.655217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -16552173.000000 Penalty: 3866.324463
	Iteration 53Q: 3 clusters Score -1.655217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -16552167.000000 Penalty: 3866.324463
	Iteration 54Q: 3 clusters Score -1.655217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 145990 members 
Entering Unmasked Estep 
Score: -16552174.000000 Penalty: 3866.324463
	Iteration 55Q: 3 clusters Score -1.655217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 145993 members 
Entering Unmasked Estep 
Score: -16552179.000000 Penalty: 3866.324463
	Iteration 56Q: 3 clusters Score -1.655218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -16552181.000000 Penalty: 3866.324463
	Iteration 57Q: 3 clusters Score -1.655218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -16552178.000000 Penalty: 3866.324463
	Iteration 58Q: 3 clusters Score -1.655218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -16552180.000000 Penalty: 3866.324463
	Iteration 59Q: 3 clusters Score -1.655218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -16552180.000000 Penalty: 3866.324463
	Iteration 60F: 3 clusters Score -1.655218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Entering Unmasked Estep 
Score: -2009469.500000 Penalty: 1588.516113
	Iteration 0F: 2 clusters Score -2009470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1997440.125000 Penalty: 3177.032227
	Iteration 0F: 3 clusters Score -1997440 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2001648.000000 Penalty: 3177.032227
	Iteration 1F: 3 clusters Score -2001648 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2001935.000000 Penalty: 3177.032227
	Iteration 2Q: 3 clusters Score -2001935 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2002203.625000 Penalty: 3177.032227
	Iteration 3Q: 3 clusters Score -2002204 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2002514.625000 Penalty: 3177.032227
	Iteration 4Q: 3 clusters Score -2002515 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2002930.625000 Penalty: 3177.032227
	Iteration 5Q: 3 clusters Score -2002931 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2003438.375000 Penalty: 3177.032227
	Iteration 6Q: 3 clusters Score -2003438 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2004014.125000 Penalty: 3177.032227
	Iteration 7Q: 3 clusters Score -2004014 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2004616.625000 Penalty: 3177.032227
	Iteration 8Q: 3 clusters Score -2004617 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2005217.375000 Penalty: 3177.032227
	Iteration 9Q: 3 clusters Score -2005217 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2005708.500000 Penalty: 3177.032227
	Iteration 10Q: 3 clusters Score -2005708 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2006093.125000 Penalty: 3177.032227
	Iteration 11Q: 3 clusters Score -2006093 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2006352.250000 Penalty: 3177.032227
	Iteration 12Q: 3 clusters Score -2006352 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2006525.125000 Penalty: 3177.032227
	Iteration 13Q: 3 clusters Score -2006525 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2006649.375000 Penalty: 3177.032227
	Iteration 14Q: 3 clusters Score -2006649 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2006771.375000 Penalty: 3177.032227
	Iteration 15Q: 3 clusters Score -2006771 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2006875.750000 Penalty: 3177.032227
	Iteration 16Q: 3 clusters Score -2006876 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2006977.000000 Penalty: 3177.032227
	Iteration 17Q: 3 clusters Score -2006977 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2007059.250000 Penalty: 3177.032227
	Iteration 18Q: 3 clusters Score -2007059 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2007136.750000 Penalty: 3177.032227
	Iteration 19Q: 3 clusters Score -2007137 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2007216.250000 Penalty: 3177.032227
	Iteration 20F: 3 clusters Score -2007216 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2007291.375000 Penalty: 3177.032227
	Iteration 21Q: 3 clusters Score -2007291 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2007359.625000 Penalty: 3177.032227
	Iteration 22Q: 3 clusters Score -2007360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2007427.625000 Penalty: 3177.032227
	Iteration 23Q: 3 clusters Score -2007428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2007498.375000 Penalty: 3177.032227
	Iteration 24Q: 3 clusters Score -2007498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2007551.000000 Penalty: 3177.032227
	Iteration 25Q: 3 clusters Score -2007551 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2007599.375000 Penalty: 3177.032227
	Iteration 26Q: 3 clusters Score -2007599 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2007641.250000 Penalty: 3177.032227
	Iteration 27Q: 3 clusters Score -2007641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2007683.125000 Penalty: 3177.032227
	Iteration 28Q: 3 clusters Score -2007683 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2007731.000000 Penalty: 3177.032227
	Iteration 29Q: 3 clusters Score -2007731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2007759.250000 Penalty: 3177.032227
	Iteration 30Q: 3 clusters Score -2007759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2007801.875000 Penalty: 3177.032227
	Iteration 31Q: 3 clusters Score -2007802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2007833.000000 Penalty: 3177.032227
	Iteration 32Q: 3 clusters Score -2007833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2007859.500000 Penalty: 3177.032227
	Iteration 33Q: 3 clusters Score -2007860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2007893.125000 Penalty: 3177.032227
	Iteration 34Q: 3 clusters Score -2007893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2007927.750000 Penalty: 3177.032227
	Iteration 35Q: 3 clusters Score -2007928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2007956.125000 Penalty: 3177.032227
	Iteration 36Q: 3 clusters Score -2007956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2007972.500000 Penalty: 3177.032227
	Iteration 37Q: 3 clusters Score -2007972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2007997.750000 Penalty: 3177.032227
	Iteration 38Q: 3 clusters Score -2007998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2008013.250000 Penalty: 3177.032227
	Iteration 39Q: 3 clusters Score -2008013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2008034.375000 Penalty: 3177.032227
	Iteration 40F: 3 clusters Score -2008034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2008049.375000 Penalty: 3177.032227
	Iteration 41Q: 3 clusters Score -2008049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2008064.000000 Penalty: 3177.032227
	Iteration 42Q: 3 clusters Score -2008064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2008067.875000 Penalty: 3177.032227
	Iteration 43Q: 3 clusters Score -2008068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2008072.625000 Penalty: 3177.032227
	Iteration 44Q: 3 clusters Score -2008073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2008075.500000 Penalty: 3177.032227
	Iteration 45Q: 3 clusters Score -2008076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2008081.500000 Penalty: 3177.032227
	Iteration 46Q: 3 clusters Score -2008082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2008085.125000 Penalty: 3177.032227
	Iteration 47Q: 3 clusters Score -2008085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2008089.500000 Penalty: 3177.032227
	Iteration 48Q: 3 clusters Score -2008090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2008098.250000 Penalty: 3177.032227
	Iteration 49Q: 3 clusters Score -2008098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2008109.375000 Penalty: 3177.032227
	Iteration 50Q: 3 clusters Score -2008109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2008115.375000 Penalty: 3177.032227
	Iteration 51Q: 3 clusters Score -2008115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2008127.875000 Penalty: 3177.032227
	Iteration 52Q: 3 clusters Score -2008128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2008137.875000 Penalty: 3177.032227
	Iteration 53Q: 3 clusters Score -2008138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2008144.625000 Penalty: 3177.032227
	Iteration 54Q: 3 clusters Score -2008145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2008144.625000 Penalty: 3177.032227
	Iteration 55Q: 3 clusters Score -2008145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2008149.125000 Penalty: 3177.032227
	Iteration 56Q: 3 clusters Score -2008149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2008152.375000 Penalty: 3177.032227
	Iteration 57Q: 3 clusters Score -2008152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2008152.250000 Penalty: 3177.032227
	Iteration 58Q: 3 clusters Score -2008152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2008158.000000 Penalty: 3177.032227
	Iteration 59Q: 3 clusters Score -2008158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2008160.000000 Penalty: 3177.032227
	Iteration 60F: 3 clusters Score -2008160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2008162.000000 Penalty: 3177.032227
	Iteration 61Q: 3 clusters Score -2008162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2008163.000000 Penalty: 3177.032227
	Iteration 62Q: 3 clusters Score -2008163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2008160.375000 Penalty: 3177.032227
	Iteration 63Q: 3 clusters Score -2008160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2008161.125000 Penalty: 3177.032227
	Iteration 64Q: 3 clusters Score -2008161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2008163.500000 Penalty: 3177.032227
	Iteration 65Q: 3 clusters Score -2008164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2008163.125000 Penalty: 3177.032227
	Iteration 66Q: 3 clusters Score -2008163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2008163.125000 Penalty: 3177.032227
	Iteration 67F: 3 clusters Score -2008163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Entering Unmasked Estep 
Score: -3515182.250000 Penalty: 1684.995117
	Iteration 0F: 2 clusters Score -3515182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3493693.500000 Penalty: 3369.990234
	Iteration 0F: 3 clusters Score -3493694 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3501811.750000 Penalty: 3369.990234
	Iteration 1F: 3 clusters Score -3501812 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3502117.000000 Penalty: 3369.990234
	Iteration 2Q: 3 clusters Score -3502117 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3502354.000000 Penalty: 3369.990234
	Iteration 3Q: 3 clusters Score -3502354 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3502591.000000 Penalty: 3369.990234
	Iteration 4Q: 3 clusters Score -3502591 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3502826.750000 Penalty: 3369.990234
	Iteration 5Q: 3 clusters Score -3502827 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3503020.250000 Penalty: 3369.990234
	Iteration 6Q: 3 clusters Score -3503020 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3503296.000000 Penalty: 3369.990234
	Iteration 7Q: 3 clusters Score -3503296 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3503639.000000 Penalty: 3369.990234
	Iteration 8Q: 3 clusters Score -3503639 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3504122.750000 Penalty: 3369.990234
	Iteration 9Q: 3 clusters Score -3504123 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3504805.000000 Penalty: 3369.990234
	Iteration 10Q: 3 clusters Score -3504805 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3505779.750000 Penalty: 3369.990234
	Iteration 11Q: 3 clusters Score -3505780 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3506996.500000 Penalty: 3369.990234
	Iteration 12F: 3 clusters Score -3506996 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3508042.500000 Penalty: 3369.990234
	Iteration 13F: 3 clusters Score -3508042 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3508616.750000 Penalty: 3369.990234
	Iteration 14Q: 3 clusters Score -3508617 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3508885.750000 Penalty: 3369.990234
	Iteration 15Q: 3 clusters Score -3508886 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3509019.750000 Penalty: 3369.990234
	Iteration 16Q: 3 clusters Score -3509020 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3509133.500000 Penalty: 3369.990234
	Iteration 17Q: 3 clusters Score -3509134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3509255.750000 Penalty: 3369.990234
	Iteration 18Q: 3 clusters Score -3509256 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3509383.500000 Penalty: 3369.990234
	Iteration 19Q: 3 clusters Score -3509384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3509511.000000 Penalty: 3369.990234
	Iteration 20F: 3 clusters Score -3509511 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3509656.250000 Penalty: 3369.990234
	Iteration 21Q: 3 clusters Score -3509656 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3509822.500000 Penalty: 3369.990234
	Iteration 22Q: 3 clusters Score -3509822 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3510042.250000 Penalty: 3369.990234
	Iteration 23Q: 3 clusters Score -3510042 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3510263.250000 Penalty: 3369.990234
	Iteration 24Q: 3 clusters Score -3510263 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3510526.500000 Penalty: 3369.990234
	Iteration 25Q: 3 clusters Score -3510526 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3510826.000000 Penalty: 3369.990234
	Iteration 26Q: 3 clusters Score -3510826 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3511094.000000 Penalty: 3369.990234
	Iteration 27Q: 3 clusters Score -3511094 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3511429.250000 Penalty: 3369.990234
	Iteration 28Q: 3 clusters Score -3511429 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3511780.500000 Penalty: 3369.990234
	Iteration 29Q: 3 clusters Score -3511780 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3512087.500000 Penalty: 3369.990234
	Iteration 30Q: 3 clusters Score -3512088 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3512314.000000 Penalty: 3369.990234
	Iteration 31Q: 3 clusters Score -3512314 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3512536.250000 Penalty: 3369.990234
	Iteration 32Q: 3 clusters Score -3512536 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3512682.750000 Penalty: 3369.990234
	Iteration 33Q: 3 clusters Score -3512683 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3512812.500000 Penalty: 3369.990234
	Iteration 34Q: 3 clusters Score -3512812 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3512922.500000 Penalty: 3369.990234
	Iteration 35Q: 3 clusters Score -3512922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3513044.000000 Penalty: 3369.990234
	Iteration 36Q: 3 clusters Score -3513044 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3513119.250000 Penalty: 3369.990234
	Iteration 37Q: 3 clusters Score -3513119 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3513178.500000 Penalty: 3369.990234
	Iteration 38Q: 3 clusters Score -3513178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3513219.000000 Penalty: 3369.990234
	Iteration 39Q: 3 clusters Score -3513219 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3513256.000000 Penalty: 3369.990234
	Iteration 40F: 3 clusters Score -3513256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3513317.750000 Penalty: 3369.990234
	Iteration 41Q: 3 clusters Score -3513318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3513349.500000 Penalty: 3369.990234
	Iteration 42Q: 3 clusters Score -3513350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3513397.250000 Penalty: 3369.990234
	Iteration 43Q: 3 clusters Score -3513397 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3513416.500000 Penalty: 3369.990234
	Iteration 44Q: 3 clusters Score -3513416 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3513446.250000 Penalty: 3369.990234
	Iteration 45Q: 3 clusters Score -3513446 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3513458.250000 Penalty: 3369.990234
	Iteration 46Q: 3 clusters Score -3513458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3513483.500000 Penalty: 3369.990234
	Iteration 47Q: 3 clusters Score -3513484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3513503.750000 Penalty: 3369.990234
	Iteration 48Q: 3 clusters Score -3513504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3513529.500000 Penalty: 3369.990234
	Iteration 49Q: 3 clusters Score -3513530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3513551.000000 Penalty: 3369.990234
	Iteration 50Q: 3 clusters Score -3513551 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3513558.500000 Penalty: 3369.990234
	Iteration 51Q: 3 clusters Score -3513558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3513572.750000 Penalty: 3369.990234
	Iteration 52Q: 3 clusters Score -3513573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3513587.750000 Penalty: 3369.990234
	Iteration 53Q: 3 clusters Score -3513588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3513596.000000 Penalty: 3369.990234
	Iteration 54Q: 3 clusters Score -3513596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3513613.750000 Penalty: 3369.990234
	Iteration 55Q: 3 clusters Score -3513614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3513620.250000 Penalty: 3369.990234
	Iteration 56Q: 3 clusters Score -3513620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3513615.250000 Penalty: 3369.990234
	Iteration 57Q: 3 clusters Score -3513615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3513622.000000 Penalty: 3369.990234
	Iteration 58Q: 3 clusters Score -3513622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3513622.000000 Penalty: 3369.990234
	Iteration 59Q: 3 clusters Score -3513622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3513637.000000 Penalty: 3369.990234
	Iteration 60F: 3 clusters Score -3513637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3513642.000000 Penalty: 3369.990234
	Iteration 61Q: 3 clusters Score -3513642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3513659.750000 Penalty: 3369.990234
	Iteration 62Q: 3 clusters Score -3513660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3513662.250000 Penalty: 3369.990234
	Iteration 63Q: 3 clusters Score -3513662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3513666.250000 Penalty: 3369.990234
	Iteration 64Q: 3 clusters Score -3513666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3513664.000000 Penalty: 3369.990234
	Iteration 65Q: 3 clusters Score -3513664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3513669.500000 Penalty: 3369.990234
	Iteration 66Q: 3 clusters Score -3513670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3513675.250000 Penalty: 3369.990234
	Iteration 67Q: 3 clusters Score -3513675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3513683.750000 Penalty: 3369.990234
	Iteration 68Q: 3 clusters Score -3513684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3513680.000000 Penalty: 3369.990234
	Iteration 69Q: 3 clusters Score -3513680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3513684.250000 Penalty: 3369.990234
	Iteration 70Q: 3 clusters Score -3513684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3513690.750000 Penalty: 3369.990234
	Iteration 71Q: 3 clusters Score -3513691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3513696.500000 Penalty: 3369.990234
	Iteration 72Q: 3 clusters Score -3513696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3513695.250000 Penalty: 3369.990234
	Iteration 73Q: 3 clusters Score -3513695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3513710.000000 Penalty: 3369.990234
	Iteration 74Q: 3 clusters Score -3513710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3513714.750000 Penalty: 3369.990234
	Iteration 75Q: 3 clusters Score -3513715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3513712.250000 Penalty: 3369.990234
	Iteration 76Q: 3 clusters Score -3513712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3513714.750000 Penalty: 3369.990234
	Iteration 77Q: 3 clusters Score -3513715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3513709.250000 Penalty: 3369.990234
	Iteration 78Q: 3 clusters Score -3513709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3513716.000000 Penalty: 3369.990234
	Iteration 79Q: 3 clusters Score -3513716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3513717.500000 Penalty: 3369.990234
	Iteration 80F: 3 clusters Score -3513718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3513720.250000 Penalty: 3369.990234
	Iteration 81Q: 3 clusters Score -3513720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3513724.250000 Penalty: 3369.990234
	Iteration 82Q: 3 clusters Score -3513724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3513729.000000 Penalty: 3369.990234
	Iteration 83Q: 3 clusters Score -3513729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3513727.250000 Penalty: 3369.990234
	Iteration 84Q: 3 clusters Score -3513727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3513725.750000 Penalty: 3369.990234
	Iteration 85Q: 3 clusters Score -3513726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3513730.500000 Penalty: 3369.990234
	Iteration 86Q: 3 clusters Score -3513730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3513739.250000 Penalty: 3369.990234
	Iteration 87Q: 3 clusters Score -3513739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3513742.500000 Penalty: 3369.990234
	Iteration 88Q: 3 clusters Score -3513742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3513738.250000 Penalty: 3369.990234
	Iteration 89Q: 3 clusters Score -3513738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3513739.500000 Penalty: 3369.990234
	Iteration 90Q: 3 clusters Score -3513740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3513736.750000 Penalty: 3369.990234
	Iteration 91Q: 3 clusters Score -3513737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3513736.000000 Penalty: 3369.990234
	Iteration 92Q: 3 clusters Score -3513736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3513738.250000 Penalty: 3369.990234
	Iteration 93Q: 3 clusters Score -3513738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3513738.000000 Penalty: 3369.990234
	Iteration 94Q: 3 clusters Score -3513738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3513738.750000 Penalty: 3369.990234
	Iteration 95Q: 3 clusters Score -3513739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3513742.000000 Penalty: 3369.990234
	Iteration 96Q: 3 clusters Score -3513742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3513743.000000 Penalty: 3369.990234
	Iteration 97Q: 3 clusters Score -3513743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3513740.750000 Penalty: 3369.990234
	Iteration 98Q: 3 clusters Score -3513741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3513741.750000 Penalty: 3369.990234
	Iteration 99Q: 3 clusters Score -3513742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3513740.500000 Penalty: 3369.990234
	Iteration 100F: 3 clusters Score -3513740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3513739.750000 Penalty: 3369.990234
	Iteration 101Q: 3 clusters Score -3513740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3513742.250000 Penalty: 3369.990234
	Iteration 102Q: 3 clusters Score -3513742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3513741.000000 Penalty: 3369.990234
	Iteration 103Q: 3 clusters Score -3513741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3513741.000000 Penalty: 3369.990234
	Iteration 104F: 3 clusters Score -3513741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Entering Unmasked Estep 
Score: -7500728.500000 Penalty: 1803.021118
	Iteration 0F: 2 clusters Score -7500728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7456631.000000 Penalty: 3606.042236
	Iteration 0F: 3 clusters Score -7456631 nChanged 31266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7474941.500000 Penalty: 3606.042236
	Iteration 1F: 3 clusters Score -7474942 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -7475791.000000 Penalty: 3606.042236
	Iteration 2Q: 3 clusters Score -7475791 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -7476919.500000 Penalty: 3606.042236
	Iteration 3Q: 3 clusters Score -7476920 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7478570.500000 Penalty: 3606.042236
	Iteration 4Q: 3 clusters Score -7478570 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -7481174.500000 Penalty: 3606.042236
	Iteration 5F: 3 clusters Score -7481174 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -7485083.000000 Penalty: 3606.042236
	Iteration 6F: 3 clusters Score -7485083 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -7490034.500000 Penalty: 3606.042236
	Iteration 7F: 3 clusters Score -7490034 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -7494682.000000 Penalty: 3606.042236
	Iteration 8F: 3 clusters Score -7494682 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -7497443.500000 Penalty: 3606.042236
	Iteration 9Q: 3 clusters Score -7497444 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -7498567.000000 Penalty: 3606.042236
	Iteration 10Q: 3 clusters Score -7498567 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -7498929.000000 Penalty: 3606.042236
	Iteration 11Q: 3 clusters Score -7498929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7499031.000000 Penalty: 3606.042236
	Iteration 12Q: 3 clusters Score -7499031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -7499062.500000 Penalty: 3606.042236
	Iteration 13Q: 3 clusters Score -7499062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -7499084.500000 Penalty: 3606.042236
	Iteration 14Q: 3 clusters Score -7499084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -7499099.000000 Penalty: 3606.042236
	Iteration 15Q: 3 clusters Score -7499099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7499107.500000 Penalty: 3606.042236
	Iteration 16Q: 3 clusters Score -7499108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -7499121.500000 Penalty: 3606.042236
	Iteration 17Q: 3 clusters Score -7499122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -7499132.500000 Penalty: 3606.042236
	Iteration 18Q: 3 clusters Score -7499132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -7499139.500000 Penalty: 3606.042236
	Iteration 19Q: 3 clusters Score -7499140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -7499153.000000 Penalty: 3606.042236
	Iteration 20F: 3 clusters Score -7499153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -7499158.500000 Penalty: 3606.042236
	Iteration 21Q: 3 clusters Score -7499158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -7499162.000000 Penalty: 3606.042236
	Iteration 22Q: 3 clusters Score -7499162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -7499160.000000 Penalty: 3606.042236
	Iteration 23Q: 3 clusters Score -7499160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -7499153.500000 Penalty: 3606.042236
	Iteration 24Q: 3 clusters Score -7499154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -7499154.500000 Penalty: 3606.042236
	Iteration 25Q: 3 clusters Score -7499154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -7499154.500000 Penalty: 3606.042236
	Iteration 26F: 3 clusters Score -7499154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (127049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Entering Unmasked Estep 
Score: -14272987.000000 Penalty: 1909.753296
	Iteration 0F: 2 clusters Score -1.427299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -14190112.000000 Penalty: 3819.506592
	Iteration 0F: 3 clusters Score -1.419011e+07 nChanged 61070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -14225486.000000 Penalty: 3819.506592
	Iteration 1F: 3 clusters Score -1.422549e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -14226246.000000 Penalty: 3819.506592
	Iteration 2Q: 3 clusters Score -1.422625e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -14227089.000000 Penalty: 3819.506592
	Iteration 3Q: 3 clusters Score -1.422709e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -14228266.000000 Penalty: 3819.506592
	Iteration 4Q: 3 clusters Score -1.422827e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -14230141.000000 Penalty: 3819.506592
	Iteration 5Q: 3 clusters Score -1.423014e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -14233193.000000 Penalty: 3819.506592
	Iteration 6Q: 3 clusters Score -1.423319e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -14238220.000000 Penalty: 3819.506592
	Iteration 7F: 3 clusters Score -1.423822e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -14245553.000000 Penalty: 3819.506592
	Iteration 8F: 3 clusters Score -1.424555e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -14254382.000000 Penalty: 3819.506592
	Iteration 9F: 3 clusters Score -1.425438e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -14261466.000000 Penalty: 3819.506592
	Iteration 10F: 3 clusters Score -1.426147e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -14265375.000000 Penalty: 3819.506592
	Iteration 11Q: 3 clusters Score -1.426538e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -14267320.000000 Penalty: 3819.506592
	Iteration 12Q: 3 clusters Score -1.426732e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -14268426.000000 Penalty: 3819.506592
	Iteration 13Q: 3 clusters Score -1.426843e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -14269109.000000 Penalty: 3819.506592
	Iteration 14Q: 3 clusters Score -1.426911e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -14269588.000000 Penalty: 3819.506592
	Iteration 15Q: 3 clusters Score -1.426959e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -14270009.000000 Penalty: 3819.506592
	Iteration 16Q: 3 clusters Score -1.427001e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -14270375.000000 Penalty: 3819.506592
	Iteration 17Q: 3 clusters Score -1.427038e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -14270699.000000 Penalty: 3819.506592
	Iteration 18Q: 3 clusters Score -1.42707e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -14270993.000000 Penalty: 3819.506592
	Iteration 19Q: 3 clusters Score -1.427099e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -14271265.000000 Penalty: 3819.506592
	Iteration 20F: 3 clusters Score -1.427126e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -14271348.000000 Penalty: 3819.506592
	Iteration 21Q: 3 clusters Score -1.427135e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -14271476.000000 Penalty: 3819.506592
	Iteration 22Q: 3 clusters Score -1.427148e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -14271541.000000 Penalty: 3819.506592
	Iteration 23Q: 3 clusters Score -1.427154e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -14271637.000000 Penalty: 3819.506592
	Iteration 24Q: 3 clusters Score -1.427164e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -14271700.000000 Penalty: 3819.506592
	Iteration 25Q: 3 clusters Score -1.42717e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -14271786.000000 Penalty: 3819.506592
	Iteration 26Q: 3 clusters Score -1.427179e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123150 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -14271831.000000 Penalty: 3819.506592
	Iteration 27Q: 3 clusters Score -1.427183e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -14271889.000000 Penalty: 3819.506592
	Iteration 28Q: 3 clusters Score -1.427189e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123483 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -14271892.000000 Penalty: 3819.506592
	Iteration 29Q: 3 clusters Score -1.427189e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -14271895.000000 Penalty: 3819.506592
	Iteration 30Q: 3 clusters Score -1.42719e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -14271935.000000 Penalty: 3819.506592
	Iteration 31Q: 3 clusters Score -1.427194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -14271986.000000 Penalty: 3819.506592
	Iteration 32Q: 3 clusters Score -1.427199e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123958 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14272013.000000 Penalty: 3819.506592
	Iteration 33Q: 3 clusters Score -1.427201e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14272056.000000 Penalty: 3819.506592
	Iteration 34Q: 3 clusters Score -1.427206e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124106 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14272078.000000 Penalty: 3819.506592
	Iteration 35Q: 3 clusters Score -1.427208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124177 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -14272086.000000 Penalty: 3819.506592
	Iteration 36Q: 3 clusters Score -1.427209e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14272105.000000 Penalty: 3819.506592
	Iteration 37Q: 3 clusters Score -1.42721e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -14272118.000000 Penalty: 3819.506592
	Iteration 38Q: 3 clusters Score -1.427212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124381 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -14272129.000000 Penalty: 3819.506592
	Iteration 39Q: 3 clusters Score -1.427213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14272162.000000 Penalty: 3819.506592
	Iteration 40F: 3 clusters Score -1.427216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -14272177.000000 Penalty: 3819.506592
	Iteration 41Q: 3 clusters Score -1.427218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124506 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -14272212.000000 Penalty: 3819.506592
	Iteration 42Q: 3 clusters Score -1.427221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124549 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14272239.000000 Penalty: 3819.506592
	Iteration 43Q: 3 clusters Score -1.427224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124584 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -14272237.000000 Penalty: 3819.506592
	Iteration 44Q: 3 clusters Score -1.427224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -14272255.000000 Penalty: 3819.506592
	Iteration 45Q: 3 clusters Score -1.427226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14272256.000000 Penalty: 3819.506592
	Iteration 46Q: 3 clusters Score -1.427226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14272256.000000 Penalty: 3819.506592
	Iteration 47Q: 3 clusters Score -1.427226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -14272262.000000 Penalty: 3819.506592
	Iteration 48Q: 3 clusters Score -1.427226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14272258.000000 Penalty: 3819.506592
	Iteration 49Q: 3 clusters Score -1.427226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -14272257.000000 Penalty: 3819.506592
	Iteration 50Q: 3 clusters Score -1.427226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14272258.000000 Penalty: 3819.506592
	Iteration 51Q: 3 clusters Score -1.427226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -14272279.000000 Penalty: 3819.506592
	Iteration 52Q: 3 clusters Score -1.427228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -14272295.000000 Penalty: 3819.506592
	Iteration 53Q: 3 clusters Score -1.42723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -14272292.000000 Penalty: 3819.506592
	Iteration 54Q: 3 clusters Score -1.427229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124829 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -14272298.000000 Penalty: 3819.506592
	Iteration 55Q: 3 clusters Score -1.42723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -14272296.000000 Penalty: 3819.506592
	Iteration 56Q: 3 clusters Score -1.42723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124849 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14272277.000000 Penalty: 3819.506592
	Iteration 57Q: 3 clusters Score -1.427228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124855 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14272279.000000 Penalty: 3819.506592
	Iteration 58Q: 3 clusters Score -1.427228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -14272274.000000 Penalty: 3819.506592
	Iteration 59Q: 3 clusters Score -1.427227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14272275.000000 Penalty: 3819.506592
	Iteration 60F: 3 clusters Score -1.427228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14272260.000000 Penalty: 3819.506592
	Iteration 61Q: 3 clusters Score -1.427226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -14272272.000000 Penalty: 3819.506592
	Iteration 62Q: 3 clusters Score -1.427227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124861 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14272267.000000 Penalty: 3819.506592
	Iteration 63Q: 3 clusters Score -1.427227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14272266.000000 Penalty: 3819.506592
	Iteration 64Q: 3 clusters Score -1.427227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -14272263.000000 Penalty: 3819.506592
	Iteration 65Q: 3 clusters Score -1.427226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -14272263.000000 Penalty: 3819.506592
	Iteration 66F: 3 clusters Score -1.427226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Entering Unmasked Estep 
Score: -5137021.500000 Penalty: 1741.280518
	Iteration 0F: 2 clusters Score -5137022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5106965.000000 Penalty: 3482.561035
	Iteration 0F: 3 clusters Score -5106965 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5118672.500000 Penalty: 3482.561035
	Iteration 1F: 3 clusters Score -5118672 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5119072.500000 Penalty: 3482.561035
	Iteration 2Q: 3 clusters Score -5119072 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5119457.000000 Penalty: 3482.561035
	Iteration 3Q: 3 clusters Score -5119457 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5119867.500000 Penalty: 3482.561035
	Iteration 4Q: 3 clusters Score -5119868 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5120414.500000 Penalty: 3482.561035
	Iteration 5Q: 3 clusters Score -5120414 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5121248.000000 Penalty: 3482.561035
	Iteration 6Q: 3 clusters Score -5121248 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5122426.500000 Penalty: 3482.561035
	Iteration 7F: 3 clusters Score -5122426 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5124278.500000 Penalty: 3482.561035
	Iteration 8F: 3 clusters Score -5124278 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -5126629.500000 Penalty: 3482.561035
	Iteration 9F: 3 clusters Score -5126630 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -5129089.500000 Penalty: 3482.561035
	Iteration 10F: 3 clusters Score -5129090 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -5130927.000000 Penalty: 3482.561035
	Iteration 11Q: 3 clusters Score -5130927 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5131921.500000 Penalty: 3482.561035
	Iteration 12Q: 3 clusters Score -5131922 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -5132395.000000 Penalty: 3482.561035
	Iteration 13Q: 3 clusters Score -5132395 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5132693.000000 Penalty: 3482.561035
	Iteration 14Q: 3 clusters Score -5132693 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5132885.500000 Penalty: 3482.561035
	Iteration 15Q: 3 clusters Score -5132886 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5133057.500000 Penalty: 3482.561035
	Iteration 16Q: 3 clusters Score -5133058 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -5133200.500000 Penalty: 3482.561035
	Iteration 17Q: 3 clusters Score -5133200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5133365.500000 Penalty: 3482.561035
	Iteration 18Q: 3 clusters Score -5133366 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5133512.000000 Penalty: 3482.561035
	Iteration 19Q: 3 clusters Score -5133512 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -5133662.000000 Penalty: 3482.561035
	Iteration 20F: 3 clusters Score -5133662 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -5133799.500000 Penalty: 3482.561035
	Iteration 21Q: 3 clusters Score -5133800 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5133932.000000 Penalty: 3482.561035
	Iteration 22Q: 3 clusters Score -5133932 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5134085.000000 Penalty: 3482.561035
	Iteration 23Q: 3 clusters Score -5134085 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5134232.500000 Penalty: 3482.561035
	Iteration 24Q: 3 clusters Score -5134232 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5134394.000000 Penalty: 3482.561035
	Iteration 25Q: 3 clusters Score -5134394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5134533.000000 Penalty: 3482.561035
	Iteration 26Q: 3 clusters Score -5134533 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5134675.500000 Penalty: 3482.561035
	Iteration 27Q: 3 clusters Score -5134676 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5134765.500000 Penalty: 3482.561035
	Iteration 28Q: 3 clusters Score -5134766 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5134854.000000 Penalty: 3482.561035
	Iteration 29Q: 3 clusters Score -5134854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5134935.500000 Penalty: 3482.561035
	Iteration 30Q: 3 clusters Score -5134936 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5135011.000000 Penalty: 3482.561035
	Iteration 31Q: 3 clusters Score -5135011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5135094.000000 Penalty: 3482.561035
	Iteration 32Q: 3 clusters Score -5135094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5135150.000000 Penalty: 3482.561035
	Iteration 33Q: 3 clusters Score -5135150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5135208.000000 Penalty: 3482.561035
	Iteration 34Q: 3 clusters Score -5135208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5135267.500000 Penalty: 3482.561035
	Iteration 35Q: 3 clusters Score -5135268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5135281.500000 Penalty: 3482.561035
	Iteration 36Q: 3 clusters Score -5135282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5135311.000000 Penalty: 3482.561035
	Iteration 37Q: 3 clusters Score -5135311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5135337.000000 Penalty: 3482.561035
	Iteration 38Q: 3 clusters Score -5135337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5135361.500000 Penalty: 3482.561035
	Iteration 39Q: 3 clusters Score -5135362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5135392.000000 Penalty: 3482.561035
	Iteration 40F: 3 clusters Score -5135392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5135418.000000 Penalty: 3482.561035
	Iteration 41Q: 3 clusters Score -5135418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5135428.000000 Penalty: 3482.561035
	Iteration 42Q: 3 clusters Score -5135428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5135447.500000 Penalty: 3482.561035
	Iteration 43Q: 3 clusters Score -5135448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5135464.000000 Penalty: 3482.561035
	Iteration 44Q: 3 clusters Score -5135464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5135471.500000 Penalty: 3482.561035
	Iteration 45Q: 3 clusters Score -5135472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5135479.500000 Penalty: 3482.561035
	Iteration 46Q: 3 clusters Score -5135480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5135497.500000 Penalty: 3482.561035
	Iteration 47Q: 3 clusters Score -5135498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5135503.000000 Penalty: 3482.561035
	Iteration 48Q: 3 clusters Score -5135503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5135513.000000 Penalty: 3482.561035
	Iteration 49Q: 3 clusters Score -5135513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5135515.500000 Penalty: 3482.561035
	Iteration 50Q: 3 clusters Score -5135516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5135522.500000 Penalty: 3482.561035
	Iteration 51Q: 3 clusters Score -5135522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5135526.000000 Penalty: 3482.561035
	Iteration 52Q: 3 clusters Score -5135526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5135528.000000 Penalty: 3482.561035
	Iteration 53Q: 3 clusters Score -5135528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5135529.500000 Penalty: 3482.561035
	Iteration 54Q: 3 clusters Score -5135530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5135530.000000 Penalty: 3482.561035
	Iteration 55Q: 3 clusters Score -5135530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5135550.000000 Penalty: 3482.561035
	Iteration 56Q: 3 clusters Score -5135550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5135558.500000 Penalty: 3482.561035
	Iteration 57Q: 3 clusters Score -5135558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5135568.000000 Penalty: 3482.561035
	Iteration 58Q: 3 clusters Score -5135568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5135571.500000 Penalty: 3482.561035
	Iteration 59Q: 3 clusters Score -5135572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5135581.000000 Penalty: 3482.561035
	Iteration 60F: 3 clusters Score -5135581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5135582.000000 Penalty: 3482.561035
	Iteration 61Q: 3 clusters Score -5135582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5135580.500000 Penalty: 3482.561035
	Iteration 62Q: 3 clusters Score -5135580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5135577.500000 Penalty: 3482.561035
	Iteration 63Q: 3 clusters Score -5135578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5135579.500000 Penalty: 3482.561035
	Iteration 64Q: 3 clusters Score -5135580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5135573.000000 Penalty: 3482.561035
	Iteration 65Q: 3 clusters Score -5135573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5135580.000000 Penalty: 3482.561035
	Iteration 66Q: 3 clusters Score -5135580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5135577.000000 Penalty: 3482.561035
	Iteration 67Q: 3 clusters Score -5135577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5135577.000000 Penalty: 3482.561035
	Iteration 68Q: 3 clusters Score -5135577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5135576.500000 Penalty: 3482.561035
	Iteration 69Q: 3 clusters Score -5135576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5135572.000000 Penalty: 3482.561035
	Iteration 70Q: 3 clusters Score -5135572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5135575.500000 Penalty: 3482.561035
	Iteration 71Q: 3 clusters Score -5135576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5135571.500000 Penalty: 3482.561035
	Iteration 72Q: 3 clusters Score -5135572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5135578.000000 Penalty: 3482.561035
	Iteration 73Q: 3 clusters Score -5135578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5135582.500000 Penalty: 3482.561035
	Iteration 74Q: 3 clusters Score -5135582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5135582.500000 Penalty: 3482.561035
	Iteration 75F: 3 clusters Score -5135582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -222742.375000 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -222742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -220559.671875 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -220559.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -220981.390625 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -220981.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -221096.046875 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -221096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -221184.343750 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -221184.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -221245.906250 Penalty: 2487.231689
	Iteration 4Q: 3 clusters Score -221245.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -221334.875000 Penalty: 2487.231689
	Iteration 5Q: 3 clusters Score -221334.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221424.218750 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -221424.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -221548.703125 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -221548.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -221644.484375 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -221644.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -221728.234375 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -221728.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -221796.125000 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -221796.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221859.671875 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -221859.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -221934.921875 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -221934.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -222020.906250 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -222020.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -222091.843750 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -222091.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -222134.125000 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -222134.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -222160.250000 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -222160.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -222185.968750 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -222186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -222202.234375 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -222202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -222207.859375 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -222207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -222213.062500 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -222213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -222217.625000 Penalty: 2487.231689
	Iteration 21Q: 3 clusters Score -222217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -222221.890625 Penalty: 2487.231689
	Iteration 22Q: 3 clusters Score -222221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -222226.328125 Penalty: 2487.231689
	Iteration 23Q: 3 clusters Score -222226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -222229.703125 Penalty: 2487.231689
	Iteration 24Q: 3 clusters Score -222229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -222231.234375 Penalty: 2487.231689
	Iteration 25Q: 3 clusters Score -222231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -222231.234375 Penalty: 2487.231689
	Iteration 26F: 3 clusters Score -222231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46573 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146735 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 31863 members 
Mstep: Class 18 contains 65875 members 
Mstep: Class 20 contains 127049 members 
Mstep: Class 23 contains 45052 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750204.000000 Penalty: 34528.816406
Iteration 279Q: 17 clusters Score -6.47502e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46571 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146759 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 31853 members 
Mstep: Class 18 contains 65874 members 
Mstep: Class 20 contains 127016 members 
Mstep: Class 23 contains 45054 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750336.000000 Penalty: 34528.816406
Iteration 280F: 17 clusters Score -6.475034e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46570 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2402 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146787 members 
Mstep: Class 15 contains 17641 members 
Mstep: Class 16 contains 31832 members 
Mstep: Class 18 contains 65863 members 
Mstep: Class 20 contains 126971 members 
Mstep: Class 23 contains 45067 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750276.000000 Penalty: 34528.816406
Iteration 281Q: 17 clusters Score -6.475028e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46589 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146780 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 31826 members 
Mstep: Class 18 contains 65854 members 
Mstep: Class 20 contains 126933 members 
Mstep: Class 23 contains 45077 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750320.000000 Penalty: 34528.816406
Iteration 282Q: 17 clusters Score -6.475032e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 46603 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 146778 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 31827 members 
Mstep: Class 18 contains 65845 members 
Mstep: Class 20 contains 126887 members 
Mstep: Class 23 contains 45084 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750292.000000 Penalty: 34528.816406
Iteration 283Q: 17 clusters Score -6.475029e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46620 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 146741 members 
Mstep: Class 15 contains 17728 members 
Mstep: Class 16 contains 31828 members 
Mstep: Class 18 contains 65837 members 
Mstep: Class 20 contains 126875 members 
Mstep: Class 23 contains 45094 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750320.000000 Penalty: 34528.816406
Iteration 284Q: 17 clusters Score -6.475032e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46625 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146713 members 
Mstep: Class 15 contains 17741 members 
Mstep: Class 16 contains 31827 members 
Mstep: Class 18 contains 65828 members 
Mstep: Class 20 contains 126875 members 
Mstep: Class 23 contains 45107 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750296.000000 Penalty: 34528.816406
Iteration 285Q: 17 clusters Score -6.47503e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5118 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46635 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 146686 members 
Mstep: Class 15 contains 17757 members 
Mstep: Class 16 contains 31826 members 
Mstep: Class 18 contains 65823 members 
Mstep: Class 20 contains 126861 members 
Mstep: Class 23 contains 45121 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750220.000000 Penalty: 34528.816406
Iteration 286Q: 17 clusters Score -6.475022e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46638 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 146649 members 
Mstep: Class 15 contains 17776 members 
Mstep: Class 16 contains 31827 members 
Mstep: Class 18 contains 65819 members 
Mstep: Class 20 contains 126852 members 
Mstep: Class 23 contains 45129 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750232.000000 Penalty: 34528.816406
Iteration 287Q: 17 clusters Score -6.475023e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46651 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146615 members 
Mstep: Class 15 contains 17794 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 18 contains 65810 members 
Mstep: Class 20 contains 126856 members 
Mstep: Class 23 contains 45143 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750300.000000 Penalty: 34528.816406
Iteration 288Q: 17 clusters Score -6.47503e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146583 members 
Mstep: Class 15 contains 17809 members 
Mstep: Class 16 contains 31825 members 
Mstep: Class 18 contains 65803 members 
Mstep: Class 20 contains 126829 members 
Mstep: Class 23 contains 45165 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750372.000000 Penalty: 34528.816406
Iteration 289Q: 17 clusters Score -6.475037e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 5108 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46688 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146588 members 
Mstep: Class 15 contains 17824 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 18 contains 65796 members 
Mstep: Class 20 contains 126780 members 
Mstep: Class 23 contains 45183 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750456.000000 Penalty: 34528.816406
Iteration 290Q: 17 clusters Score -6.475046e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 146571 members 
Mstep: Class 15 contains 17834 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 18 contains 65792 members 
Mstep: Class 20 contains 126743 members 
Mstep: Class 23 contains 45199 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750468.000000 Penalty: 34528.816406
Iteration 291Q: 17 clusters Score -6.475047e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46738 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146563 members 
Mstep: Class 15 contains 17847 members 
Mstep: Class 16 contains 31815 members 
Mstep: Class 18 contains 65790 members 
Mstep: Class 20 contains 126701 members 
Mstep: Class 23 contains 45212 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750468.000000 Penalty: 34528.816406
Iteration 292Q: 17 clusters Score -6.475047e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 46756 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 146563 members 
Mstep: Class 15 contains 17866 members 
Mstep: Class 16 contains 31813 members 
Mstep: Class 18 contains 65791 members 
Mstep: Class 20 contains 126659 members 
Mstep: Class 23 contains 45219 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750488.000000 Penalty: 34528.816406
Iteration 293Q: 17 clusters Score -6.475049e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46767 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146578 members 
Mstep: Class 15 contains 17876 members 
Mstep: Class 16 contains 31812 members 
Mstep: Class 18 contains 65786 members 
Mstep: Class 20 contains 126614 members 
Mstep: Class 23 contains 45228 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750596.000000 Penalty: 34528.816406
Iteration 294Q: 17 clusters Score -6.47506e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46776 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146601 members 
Mstep: Class 15 contains 17892 members 
Mstep: Class 16 contains 31812 members 
Mstep: Class 18 contains 65786 members 
Mstep: Class 20 contains 126552 members 
Mstep: Class 23 contains 45240 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750612.000000 Penalty: 34528.816406
Iteration 295Q: 17 clusters Score -6.475061e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46782 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 146615 members 
Mstep: Class 15 contains 17910 members 
Mstep: Class 16 contains 31800 members 
Mstep: Class 18 contains 65784 members 
Mstep: Class 20 contains 126515 members 
Mstep: Class 23 contains 45245 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750612.000000 Penalty: 34528.816406
Iteration 296Q: 17 clusters Score -6.475061e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46786 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 146626 members 
Mstep: Class 15 contains 17927 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 126476 members 
Mstep: Class 23 contains 45251 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750560.000000 Penalty: 34528.816406
Iteration 297Q: 17 clusters Score -6.475056e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46794 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 146624 members 
Mstep: Class 15 contains 17943 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 126448 members 
Mstep: Class 23 contains 45250 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750516.000000 Penalty: 34528.816406
Iteration 298Q: 17 clusters Score -6.475052e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46800 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 146638 members 
Mstep: Class 15 contains 17953 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 18 contains 65781 members 
Mstep: Class 20 contains 126406 members 
Mstep: Class 23 contains 45261 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750580.000000 Penalty: 34528.816406
Iteration 299Q: 17 clusters Score -6.475058e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146636 members 
Mstep: Class 15 contains 17967 members 
Mstep: Class 16 contains 31797 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 126382 members 
Mstep: Class 23 contains 45270 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750472.000000 Penalty: 34528.816406
Iteration 300F: 17 clusters Score -6.475047e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5084 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46811 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146617 members 
Mstep: Class 15 contains 17980 members 
Mstep: Class 16 contains 31795 members 
Mstep: Class 18 contains 65777 members 
Mstep: Class 20 contains 126369 members 
Mstep: Class 23 contains 45281 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750532.000000 Penalty: 34528.816406
Iteration 301Q: 17 clusters Score -6.475053e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46813 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146601 members 
Mstep: Class 15 contains 17990 members 
Mstep: Class 16 contains 31794 members 
Mstep: Class 18 contains 65777 members 
Mstep: Class 20 contains 126355 members 
Mstep: Class 23 contains 45287 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750512.000000 Penalty: 34528.816406
Iteration 302Q: 17 clusters Score -6.475051e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46817 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146577 members 
Mstep: Class 15 contains 17991 members 
Mstep: Class 16 contains 31791 members 
Mstep: Class 18 contains 65776 members 
Mstep: Class 20 contains 126355 members 
Mstep: Class 23 contains 45294 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750488.000000 Penalty: 34528.816406
Iteration 303Q: 17 clusters Score -6.475049e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46814 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146559 members 
Mstep: Class 15 contains 17997 members 
Mstep: Class 16 contains 31795 members 
Mstep: Class 18 contains 65776 members 
Mstep: Class 20 contains 126355 members 
Mstep: Class 23 contains 45296 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750624.000000 Penalty: 34528.816406
Iteration 304Q: 17 clusters Score -6.475062e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46809 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146534 members 
Mstep: Class 15 contains 18005 members 
Mstep: Class 16 contains 31794 members 
Mstep: Class 18 contains 65772 members 
Mstep: Class 20 contains 126367 members 
Mstep: Class 23 contains 45302 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750580.000000 Penalty: 34528.816406
Iteration 305Q: 17 clusters Score -6.475058e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46809 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146530 members 
Mstep: Class 15 contains 18007 members 
Mstep: Class 16 contains 31788 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126368 members 
Mstep: Class 23 contains 45307 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750640.000000 Penalty: 34528.816406
Iteration 306Q: 17 clusters Score -6.475064e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46812 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 146513 members 
Mstep: Class 15 contains 18011 members 
Mstep: Class 16 contains 31785 members 
Mstep: Class 18 contains 65768 members 
Mstep: Class 20 contains 126372 members 
Mstep: Class 23 contains 45313 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750672.000000 Penalty: 34528.816406
Iteration 307Q: 17 clusters Score -6.475067e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46813 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146501 members 
Mstep: Class 15 contains 18012 members 
Mstep: Class 16 contains 31778 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 126372 members 
Mstep: Class 23 contains 45324 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750684.000000 Penalty: 34528.816406
Iteration 308Q: 17 clusters Score -6.475068e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46813 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146494 members 
Mstep: Class 15 contains 18011 members 
Mstep: Class 16 contains 31774 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 126366 members 
Mstep: Class 23 contains 45334 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750688.000000 Penalty: 34528.816406
Iteration 309Q: 17 clusters Score -6.475069e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146492 members 
Mstep: Class 15 contains 18013 members 
Mstep: Class 16 contains 31769 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 126365 members 
Mstep: Class 23 contains 45342 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750772.000000 Penalty: 34528.816406
Iteration 310Q: 17 clusters Score -6.475077e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5059 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46801 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146498 members 
Mstep: Class 15 contains 18016 members 
Mstep: Class 16 contains 31771 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 126349 members 
Mstep: Class 23 contains 45350 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750792.000000 Penalty: 34528.816406
Iteration 311Q: 17 clusters Score -6.475079e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46800 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146487 members 
Mstep: Class 15 contains 18023 members 
Mstep: Class 16 contains 31779 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126337 members 
Mstep: Class 23 contains 45358 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750796.000000 Penalty: 34528.816406
Iteration 312Q: 17 clusters Score -6.47508e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46802 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2645 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146483 members 
Mstep: Class 15 contains 18024 members 
Mstep: Class 16 contains 31786 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126315 members 
Mstep: Class 23 contains 45366 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750840.000000 Penalty: 34528.816406
Iteration 313Q: 17 clusters Score -6.475084e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46801 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146478 members 
Mstep: Class 15 contains 18028 members 
Mstep: Class 16 contains 31796 members 
Mstep: Class 18 contains 65771 members 
Mstep: Class 20 contains 126305 members 
Mstep: Class 23 contains 45373 members 
Mstep: Class 24 contains 2109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750740.000000 Penalty: 34528.816406
Iteration 314Q: 17 clusters Score -6.475074e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46793 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146488 members 
Mstep: Class 15 contains 18033 members 
Mstep: Class 16 contains 31805 members 
Mstep: Class 18 contains 65770 members 
Mstep: Class 20 contains 126288 members 
Mstep: Class 23 contains 45376 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750712.000000 Penalty: 34528.816406
Iteration 315Q: 17 clusters Score -6.475071e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46786 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146502 members 
Mstep: Class 15 contains 18034 members 
Mstep: Class 16 contains 31815 members 
Mstep: Class 18 contains 65765 members 
Mstep: Class 20 contains 126278 members 
Mstep: Class 23 contains 45380 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750708.000000 Penalty: 34528.816406
Iteration 316Q: 17 clusters Score -6.475071e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46779 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146518 members 
Mstep: Class 15 contains 18036 members 
Mstep: Class 16 contains 31820 members 
Mstep: Class 18 contains 65765 members 
Mstep: Class 20 contains 126261 members 
Mstep: Class 23 contains 45382 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750616.000000 Penalty: 34528.816406
Iteration 317Q: 17 clusters Score -6.475062e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46771 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146515 members 
Mstep: Class 15 contains 18039 members 
Mstep: Class 16 contains 31826 members 
Mstep: Class 18 contains 65766 members 
Mstep: Class 20 contains 126241 members 
Mstep: Class 23 contains 45388 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750596.000000 Penalty: 34528.816406
Iteration 318Q: 17 clusters Score -6.47506e+07 nChanged 152
Entering ConstructFrom: 
Score: -64750596.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Entering Unmasked Estep 
Score: -9638291.000000 Penalty: 1846.730469
	Iteration 0F: 2 clusters Score -9638291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9580652.000000 Penalty: 3693.460938
	Iteration 0F: 3 clusters Score -9580652 nChanged 41115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -9604614.000000 Penalty: 3693.460938
	Iteration 1F: 3 clusters Score -9604614 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -9605545.000000 Penalty: 3693.460938
	Iteration 2Q: 3 clusters Score -9605545 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -9606688.000000 Penalty: 3693.460938
	Iteration 3Q: 3 clusters Score -9606688 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -9607938.000000 Penalty: 3693.460938
	Iteration 4Q: 3 clusters Score -9607938 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -9609321.000000 Penalty: 3693.460938
	Iteration 5Q: 3 clusters Score -9609321 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -9610622.000000 Penalty: 3693.460938
	Iteration 6Q: 3 clusters Score -9610622 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9611907.000000 Penalty: 3693.460938
	Iteration 7Q: 3 clusters Score -9611907 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -9613179.000000 Penalty: 3693.460938
	Iteration 8Q: 3 clusters Score -9613179 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -9614330.000000 Penalty: 3693.460938
	Iteration 9Q: 3 clusters Score -9614330 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -9615626.000000 Penalty: 3693.460938
	Iteration 10Q: 3 clusters Score -9615626 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -9617216.000000 Penalty: 3693.460938
	Iteration 11Q: 3 clusters Score -9617216 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -9619313.000000 Penalty: 3693.460938
	Iteration 12Q: 3 clusters Score -9619313 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -9622192.000000 Penalty: 3693.460938
	Iteration 13F: 3 clusters Score -9622192 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -9625593.000000 Penalty: 3693.460938
	Iteration 14F: 3 clusters Score -9625593 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -9629027.000000 Penalty: 3693.460938
	Iteration 15F: 3 clusters Score -9629027 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -9631972.000000 Penalty: 3693.460938
	Iteration 16Q: 3 clusters Score -9631972 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -9634142.000000 Penalty: 3693.460938
	Iteration 17Q: 3 clusters Score -9634142 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9635347.000000 Penalty: 3693.460938
	Iteration 18Q: 3 clusters Score -9635347 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9635983.000000 Penalty: 3693.460938
	Iteration 19Q: 3 clusters Score -9635983 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9636298.000000 Penalty: 3693.460938
	Iteration 20F: 3 clusters Score -9636298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9636446.000000 Penalty: 3693.460938
	Iteration 21Q: 3 clusters Score -9636446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9636533.000000 Penalty: 3693.460938
	Iteration 22Q: 3 clusters Score -9636533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9636586.000000 Penalty: 3693.460938
	Iteration 23Q: 3 clusters Score -9636586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9636622.000000 Penalty: 3693.460938
	Iteration 24Q: 3 clusters Score -9636622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9636646.000000 Penalty: 3693.460938
	Iteration 25Q: 3 clusters Score -9636646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9636661.000000 Penalty: 3693.460938
	Iteration 26Q: 3 clusters Score -9636661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9636680.000000 Penalty: 3693.460938
	Iteration 27Q: 3 clusters Score -9636680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9636692.000000 Penalty: 3693.460938
	Iteration 28Q: 3 clusters Score -9636692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9636708.000000 Penalty: 3693.460938
	Iteration 29Q: 3 clusters Score -9636708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9636711.000000 Penalty: 3693.460938
	Iteration 30Q: 3 clusters Score -9636711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9636715.000000 Penalty: 3693.460938
	Iteration 31Q: 3 clusters Score -9636715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9636714.000000 Penalty: 3693.460938
	Iteration 32Q: 3 clusters Score -9636714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9636719.000000 Penalty: 3693.460938
	Iteration 33Q: 3 clusters Score -9636719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9636724.000000 Penalty: 3693.460938
	Iteration 34Q: 3 clusters Score -9636724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9636734.000000 Penalty: 3693.460938
	Iteration 35Q: 3 clusters Score -9636734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9636733.000000 Penalty: 3693.460938
	Iteration 36Q: 3 clusters Score -9636733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9636735.000000 Penalty: 3693.460938
	Iteration 37Q: 3 clusters Score -9636735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9636733.000000 Penalty: 3693.460938
	Iteration 38Q: 3 clusters Score -9636733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9636736.000000 Penalty: 3693.460938
	Iteration 39Q: 3 clusters Score -9636736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9636736.000000 Penalty: 3693.460938
	Iteration 40F: 3 clusters Score -9636736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -133295.812500 Penalty: 1153.888428
	Iteration 0F: 2 clusters Score -133295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131709.718750 Penalty: 2307.776855
	Iteration 0F: 3 clusters Score -131709.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131972.515625 Penalty: 2307.776855
	Iteration 1F: 3 clusters Score -131972.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132038.625000 Penalty: 2307.776855
	Iteration 2F: 3 clusters Score -132038.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132076.640625 Penalty: 2307.776855
	Iteration 3Q: 3 clusters Score -132076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132106.468750 Penalty: 2307.776855
	Iteration 4Q: 3 clusters Score -132106.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132119.671875 Penalty: 2307.776855
	Iteration 5Q: 3 clusters Score -132119.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132130.468750 Penalty: 2307.776855
	Iteration 6Q: 3 clusters Score -132130.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132143.500000 Penalty: 2307.776855
	Iteration 7Q: 3 clusters Score -132143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132156.109375 Penalty: 2307.776855
	Iteration 8Q: 3 clusters Score -132156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132163.312500 Penalty: 2307.776855
	Iteration 9Q: 3 clusters Score -132163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132165.453125 Penalty: 2307.776855
	Iteration 10Q: 3 clusters Score -132165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132167.546875 Penalty: 2307.776855
	Iteration 11Q: 3 clusters Score -132167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132167.546875 Penalty: 2307.776855
	Iteration 12F: 3 clusters Score -132167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -546264.437500 Penalty: 1380.959717
	Iteration 0F: 2 clusters Score -546264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -542340.875000 Penalty: 2761.919434
	Iteration 0F: 3 clusters Score -542340.9 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -543408.437500 Penalty: 2761.919434
	Iteration 1F: 3 clusters Score -543408.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -543581.500000 Penalty: 2761.919434
	Iteration 2F: 3 clusters Score -543581.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -543705.937500 Penalty: 2761.919434
	Iteration 3F: 3 clusters Score -543705.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -543792.062500 Penalty: 2761.919434
	Iteration 4Q: 3 clusters Score -543792.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -543866.437500 Penalty: 2761.919434
	Iteration 5Q: 3 clusters Score -543866.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -543943.625000 Penalty: 2761.919434
	Iteration 6Q: 3 clusters Score -543943.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -544018.312500 Penalty: 2761.919434
	Iteration 7Q: 3 clusters Score -544018.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -544079.437500 Penalty: 2761.919434
	Iteration 8Q: 3 clusters Score -544079.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -544150.375000 Penalty: 2761.919434
	Iteration 9Q: 3 clusters Score -544150.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -544225.875000 Penalty: 2761.919434
	Iteration 10Q: 3 clusters Score -544225.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -544307.187500 Penalty: 2761.919434
	Iteration 11Q: 3 clusters Score -544307.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -544389.375000 Penalty: 2761.919434
	Iteration 12Q: 3 clusters Score -544389.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -544475.562500 Penalty: 2761.919434
	Iteration 13Q: 3 clusters Score -544475.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -544549.000000 Penalty: 2761.919434
	Iteration 14Q: 3 clusters Score -544549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -544607.437500 Penalty: 2761.919434
	Iteration 15Q: 3 clusters Score -544607.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -544644.250000 Penalty: 2761.919434
	Iteration 16Q: 3 clusters Score -544644.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -544673.750000 Penalty: 2761.919434
	Iteration 17Q: 3 clusters Score -544673.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -544705.312500 Penalty: 2761.919434
	Iteration 18Q: 3 clusters Score -544705.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -544728.937500 Penalty: 2761.919434
	Iteration 19Q: 3 clusters Score -544728.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -544756.562500 Penalty: 2761.919434
	Iteration 20F: 3 clusters Score -544756.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -544778.937500 Penalty: 2761.919434
	Iteration 21Q: 3 clusters Score -544778.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -544796.625000 Penalty: 2761.919434
	Iteration 22Q: 3 clusters Score -544796.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -544816.937500 Penalty: 2761.919434
	Iteration 23Q: 3 clusters Score -544816.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -544835.000000 Penalty: 2761.919434
	Iteration 24Q: 3 clusters Score -544835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -544852.812500 Penalty: 2761.919434
	Iteration 25Q: 3 clusters Score -544852.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -544868.625000 Penalty: 2761.919434
	Iteration 26Q: 3 clusters Score -544868.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -544889.562500 Penalty: 2761.919434
	Iteration 27Q: 3 clusters Score -544889.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -544919.937500 Penalty: 2761.919434
	Iteration 28Q: 3 clusters Score -544919.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -544943.062500 Penalty: 2761.919434
	Iteration 29Q: 3 clusters Score -544943.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -544967.062500 Penalty: 2761.919434
	Iteration 30Q: 3 clusters Score -544967.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -544992.812500 Penalty: 2761.919434
	Iteration 31Q: 3 clusters Score -544992.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -545015.312500 Penalty: 2761.919434
	Iteration 32Q: 3 clusters Score -545015.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -545037.750000 Penalty: 2761.919434
	Iteration 33Q: 3 clusters Score -545037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -545053.312500 Penalty: 2761.919434
	Iteration 34Q: 3 clusters Score -545053.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -545066.437500 Penalty: 2761.919434
	Iteration 35Q: 3 clusters Score -545066.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -545075.562500 Penalty: 2761.919434
	Iteration 36Q: 3 clusters Score -545075.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -545082.937500 Penalty: 2761.919434
	Iteration 37Q: 3 clusters Score -545082.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -545090.375000 Penalty: 2761.919434
	Iteration 38Q: 3 clusters Score -545090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -545096.437500 Penalty: 2761.919434
	Iteration 39Q: 3 clusters Score -545096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -545105.312500 Penalty: 2761.919434
	Iteration 40F: 3 clusters Score -545105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -545115.562500 Penalty: 2761.919434
	Iteration 41Q: 3 clusters Score -545115.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -545124.312500 Penalty: 2761.919434
	Iteration 42Q: 3 clusters Score -545124.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -545138.250000 Penalty: 2761.919434
	Iteration 43Q: 3 clusters Score -545138.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -545146.187500 Penalty: 2761.919434
	Iteration 44Q: 3 clusters Score -545146.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -545155.812500 Penalty: 2761.919434
	Iteration 45Q: 3 clusters Score -545155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -545165.687500 Penalty: 2761.919434
	Iteration 46Q: 3 clusters Score -545165.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -545171.562500 Penalty: 2761.919434
	Iteration 47Q: 3 clusters Score -545171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -545176.437500 Penalty: 2761.919434
	Iteration 48Q: 3 clusters Score -545176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -545182.312500 Penalty: 2761.919434
	Iteration 49Q: 3 clusters Score -545182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -545185.750000 Penalty: 2761.919434
	Iteration 50Q: 3 clusters Score -545185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -545190.437500 Penalty: 2761.919434
	Iteration 51Q: 3 clusters Score -545190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -545192.562500 Penalty: 2761.919434
	Iteration 52Q: 3 clusters Score -545192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -545193.437500 Penalty: 2761.919434
	Iteration 53Q: 3 clusters Score -545193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -545193.937500 Penalty: 2761.919434
	Iteration 54Q: 3 clusters Score -545193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -545194.125000 Penalty: 2761.919434
	Iteration 55Q: 3 clusters Score -545194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -545194.125000 Penalty: 2761.919434
	Iteration 56F: 3 clusters Score -545194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -540263.625000 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -540263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -536294.687500 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -536294.7 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -537489.250000 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -537489.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -537763.875000 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -537763.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -538076.250000 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -538076.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -538443.687500 Penalty: 2770.419434
	Iteration 4F: 3 clusters Score -538443.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -538862.250000 Penalty: 2770.419434
	Iteration 5F: 3 clusters Score -538862.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -539224.750000 Penalty: 2770.419434
	Iteration 6F: 3 clusters Score -539224.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -539492.687500 Penalty: 2770.419434
	Iteration 7F: 3 clusters Score -539492.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -539646.187500 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -539646.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -539736.375000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -539736.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -539775.500000 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -539775.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -539793.750000 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -539793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -539808.687500 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -539808.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -539819.000000 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -539819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -539824.062500 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -539824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -539828.750000 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -539828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -539830.000000 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -539830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -539833.125000 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -539833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -539835.250000 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -539835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -539838.187500 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -539838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -539839.312500 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -539839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -539838.937500 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -539838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -539841.000000 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -539841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -539841.187500 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -539841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -539843.250000 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -539843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -539843.562500 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -539843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -539844.562500 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -539844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -539845.750000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -539845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -539844.562500 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -539844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -539845.437500 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -539845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -539846.437500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -539846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -539848.125000 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -539848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -539848.125000 Penalty: 2770.419434
	Iteration 32F: 3 clusters Score -539848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -42242.457031 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42242.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41239.222656 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41239.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41357.757812 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -41357.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41405.683594 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -41405.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41421.644531 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -41421.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41434.312500 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -41434.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41439.070312 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -41439.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41443.195312 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -41443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41444.390625 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -41444.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41444.390625 Penalty: 1953.661865
	Iteration 8F: 3 clusters Score -41444.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Entering Unmasked Estep 
Score: -5323907.000000 Penalty: 1747.355103
	Iteration 0F: 2 clusters Score -5323907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5292527.000000 Penalty: 3494.710205
	Iteration 0F: 3 clusters Score -5292527 nChanged 21995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5305350.000000 Penalty: 3494.710205
	Iteration 1F: 3 clusters Score -5305350 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5306299.500000 Penalty: 3494.710205
	Iteration 2Q: 3 clusters Score -5306300 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5307460.500000 Penalty: 3494.710205
	Iteration 3Q: 3 clusters Score -5307460 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5308860.000000 Penalty: 3494.710205
	Iteration 4F: 3 clusters Score -5308860 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -5310481.000000 Penalty: 3494.710205
	Iteration 5F: 3 clusters Score -5310481 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5312315.500000 Penalty: 3494.710205
	Iteration 6F: 3 clusters Score -5312316 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5314131.000000 Penalty: 3494.710205
	Iteration 7F: 3 clusters Score -5314131 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5315756.000000 Penalty: 3494.710205
	Iteration 8F: 3 clusters Score -5315756 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -5316774.500000 Penalty: 3494.710205
	Iteration 9Q: 3 clusters Score -5316774 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5317252.500000 Penalty: 3494.710205
	Iteration 10Q: 3 clusters Score -5317252 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5317416.000000 Penalty: 3494.710205
	Iteration 11Q: 3 clusters Score -5317416 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5317518.000000 Penalty: 3494.710205
	Iteration 12Q: 3 clusters Score -5317518 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5317597.500000 Penalty: 3494.710205
	Iteration 13Q: 3 clusters Score -5317598 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -5317669.500000 Penalty: 3494.710205
	Iteration 14Q: 3 clusters Score -5317670 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5317717.000000 Penalty: 3494.710205
	Iteration 15Q: 3 clusters Score -5317717 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5317775.500000 Penalty: 3494.710205
	Iteration 16Q: 3 clusters Score -5317776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5317843.500000 Penalty: 3494.710205
	Iteration 17Q: 3 clusters Score -5317844 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5317904.000000 Penalty: 3494.710205
	Iteration 18Q: 3 clusters Score -5317904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5317905.500000 Penalty: 3494.710205
	Iteration 19Q: 3 clusters Score -5317906 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -5317959.000000 Penalty: 3494.710205
	Iteration 20F: 3 clusters Score -5317959 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5317999.500000 Penalty: 3494.710205
	Iteration 21Q: 3 clusters Score -5318000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5318024.500000 Penalty: 3494.710205
	Iteration 22Q: 3 clusters Score -5318024 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5318091.500000 Penalty: 3494.710205
	Iteration 23Q: 3 clusters Score -5318092 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5318119.500000 Penalty: 3494.710205
	Iteration 24Q: 3 clusters Score -5318120 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5318150.000000 Penalty: 3494.710205
	Iteration 25Q: 3 clusters Score -5318150 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5318166.500000 Penalty: 3494.710205
	Iteration 26Q: 3 clusters Score -5318166 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5318200.500000 Penalty: 3494.710205
	Iteration 27Q: 3 clusters Score -5318200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5318236.000000 Penalty: 3494.710205
	Iteration 28Q: 3 clusters Score -5318236 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5318264.500000 Penalty: 3494.710205
	Iteration 29Q: 3 clusters Score -5318264 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5318281.500000 Penalty: 3494.710205
	Iteration 30Q: 3 clusters Score -5318282 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5318306 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5318316.000000 Penalty: 3494.710205
	Iteration 32Q: 3 clusters Score -5318316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -5318343.500000 Penalty: 3494.710205
	Iteration 33Q: 3 clusters Score -5318344 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5318357.000000 Penalty: 3494.710205
	Iteration 34Q: 3 clusters Score -5318357 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5318372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5318370 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5318373 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5318384.000000 Penalty: 3494.710205
	Iteration 38Q: 3 clusters Score -5318384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5318393.000000 Penalty: 3494.710205
	Iteration 39Q: 3 clusters Score -5318393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5318419.000000 Penalty: 3494.710205
	Iteration 40F: 3 clusters Score -5318419 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -5318421.500000 Penalty: 3494.710205
	Iteration 41Q: 3 clusters Score -5318422 nChanged 198
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Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5318447 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5318472 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5318518 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5318542.500000 Penalty: 3494.710205
	Iteration 45Q: 3 clusters Score -5318542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5318562.500000 Penalty: 3494.710205
	Iteration 46Q: 3 clusters Score -5318562 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -5318579.000000 Penalty: 3494.710205
	Iteration 47Q: 3 clusters Score -5318579 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5318614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -5318613.000000 Penalty: 3494.710205
	Iteration 49Q: 3 clusters Score -5318613 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5318637.000000 Penalty: 3494.710205
	Iteration 50Q: 3 clusters Score -5318637 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5318666.500000 Penalty: 3494.710205
	Iteration 51Q: 3 clusters Score -5318666 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5318690.500000 Penalty: 3494.710205
	Iteration 52Q: 3 clusters Score -5318690 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5318714 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5318742 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5318798 nChanged 301
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Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -5318840.000000 Penalty: 3494.710205
	Iteration 56Q: 3 clusters Score -5318840 nChanged 310
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Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5318873 nChanged 316
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Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -5318912.000000 Penalty: 3494.710205
	Iteration 58Q: 3 clusters Score -5318912 nChanged 328
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Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5318956 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5319026.500000 Penalty: 3494.710205
	Iteration 60F: 3 clusters Score -5319026 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5319076.000000 Penalty: 3494.710205
	Iteration 61Q: 3 clusters Score -5319076 nChanged 376
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Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5319125 nChanged 404
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Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5319194.500000 Penalty: 3494.710205
	Iteration 63Q: 3 clusters Score -5319194 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5319259.000000 Penalty: 3494.710205
	Iteration 64Q: 3 clusters Score -5319259 nChanged 407
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -5319334.000000 Penalty: 3494.710205
	Iteration 65Q: 3 clusters Score -5319334 nChanged 437
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Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5319412 nChanged 424
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Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5319468 nChanged 439
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Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5319596 nChanged 441
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Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -5319664.500000 Penalty: 3494.710205
	Iteration 69Q: 3 clusters Score -5319664 nChanged 488
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Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5319768 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5319886 nChanged 524
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5320004.500000 Penalty: 3494.710205
	Iteration 72Q: 3 clusters Score -5320004 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5320149.500000 Penalty: 3494.710205
	Iteration 73Q: 3 clusters Score -5320150 nChanged 527
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Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5320308.000000 Penalty: 3494.710205
	Iteration 74Q: 3 clusters Score -5320308 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5320417.500000 Penalty: 3494.710205
	Iteration 75Q: 3 clusters Score -5320418 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5320571.000000 Penalty: 3494.710205
	Iteration 76Q: 3 clusters Score -5320571 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -5320699.500000 Penalty: 3494.710205
	Iteration 77Q: 3 clusters Score -5320700 nChanged 443
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Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5320820.000000 Penalty: 3494.710205
	Iteration 78Q: 3 clusters Score -5320820 nChanged 390
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5320912 nChanged 382
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Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5321053.000000 Penalty: 3494.710205
	Iteration 80F: 3 clusters Score -5321053 nChanged 399
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Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5321155.500000 Penalty: 3494.710205
	Iteration 81Q: 3 clusters Score -5321156 nChanged 354
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5321275.500000 Penalty: 3494.710205
	Iteration 82Q: 3 clusters Score -5321276 nChanged 332
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -5321399.500000 Penalty: 3494.710205
	Iteration 83Q: 3 clusters Score -5321400 nChanged 313
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5321465.500000 Penalty: 3494.710205
	Iteration 84Q: 3 clusters Score -5321466 nChanged 276
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5321564 nChanged 262
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5321656.500000 Penalty: 3494.710205
	Iteration 86Q: 3 clusters Score -5321656 nChanged 232
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Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5321734 nChanged 214
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 44653 members 
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	Iteration 88Q: 3 clusters Score -5321818 nChanged 193
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5321874 nChanged 189
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Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45029 members 
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	Iteration 90Q: 3 clusters Score -5321949 nChanged 146
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Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -5322004.500000 Penalty: 3494.710205
	Iteration 91Q: 3 clusters Score -5322004 nChanged 139
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Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5322050.500000 Penalty: 3494.710205
	Iteration 92Q: 3 clusters Score -5322050 nChanged 119
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45421 members 
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	Iteration 93Q: 3 clusters Score -5322095 nChanged 110
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Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -5322156.000000 Penalty: 3494.710205
	Iteration 94Q: 3 clusters Score -5322156 nChanged 84
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Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5322188 nChanged 74
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Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -5322211.500000 Penalty: 3494.710205
	Iteration 96Q: 3 clusters Score -5322212 nChanged 70
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Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5322227 nChanged 60
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Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5322247.500000 Penalty: 3494.710205
	Iteration 98Q: 3 clusters Score -5322248 nChanged 46
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Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5322276 nChanged 56
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5322290 nChanged 43
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -5322310.000000 Penalty: 3494.710205
	Iteration 101Q: 3 clusters Score -5322310 nChanged 41
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Mstep: Class 1 contains 807 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5322328 nChanged 28
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Mstep: Class 1 contains 783 members 
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Entering Unmasked Estep 
Score: -5322342.000000 Penalty: 3494.710205
	Iteration 103Q: 3 clusters Score -5322342 nChanged 22
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Mstep: Class 1 contains 763 members 
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	Iteration 104Q: 3 clusters Score -5322345 nChanged 21
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Entering Unmasked Estep 
Score: -5322359.500000 Penalty: 3494.710205
	Iteration 105Q: 3 clusters Score -5322360 nChanged 21
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Mstep: Class 1 contains 729 members 
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	Iteration 106Q: 3 clusters Score -5322372 nChanged 15
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Mstep: Class 1 contains 716 members 
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	Iteration 107Q: 3 clusters Score -5322388 nChanged 14
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Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5322386 nChanged 13
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Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46077 members 
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	Iteration 109Q: 3 clusters Score -5322387 nChanged 15
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Mstep: Class 1 contains 676 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5322389 nChanged 15
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Mstep: Class 1 contains 663 members 
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Entering Unmasked Estep 
Score: -5322394.500000 Penalty: 3494.710205
	Iteration 111Q: 3 clusters Score -5322394 nChanged 16
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Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -5322399.000000 Penalty: 3494.710205
	Iteration 112Q: 3 clusters Score -5322399 nChanged 15
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Mstep: Class 1 contains 632 members 
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Entering Unmasked Estep 
Score: -5322401.000000 Penalty: 3494.710205
	Iteration 113Q: 3 clusters Score -5322401 nChanged 6
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Mstep: Class 1 contains 628 members 
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Entering Unmasked Estep 
Score: -5322404.000000 Penalty: 3494.710205
	Iteration 114Q: 3 clusters Score -5322404 nChanged 4
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Mstep: Class 1 contains 624 members 
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Entering Unmasked Estep 
Score: -5322408.500000 Penalty: 3494.710205
	Iteration 115Q: 3 clusters Score -5322408 nChanged 5
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Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -5322410.000000 Penalty: 3494.710205
	Iteration 116Q: 3 clusters Score -5322410 nChanged 3
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Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5322414.000000 Penalty: 3494.710205
	Iteration 117Q: 3 clusters Score -5322414 nChanged 5
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5322409 nChanged 1
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5322412 nChanged 1
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5322410 nChanged 5
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -5322418.500000 Penalty: 3494.710205
	Iteration 121Q: 3 clusters Score -5322418 nChanged 6
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Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5322420.000000 Penalty: 3494.710205
	Iteration 122Q: 3 clusters Score -5322420 nChanged 5
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Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5322432 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5322430.500000 Penalty: 3494.710205
	Iteration 124Q: 3 clusters Score -5322430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5322430.500000 Penalty: 3494.710205
	Iteration 125F: 3 clusters Score -5322430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -13822.531250 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -13822.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13273.530273 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -13273.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13375.906250 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -13375.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13426.654297 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -13426.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13471.476562 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -13471.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13475.208984 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -13475.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13475.208984 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -13475.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -304460.843750 Penalty: 1282.158813
	Iteration 0F: 2 clusters Score -304460.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -301965.687500 Penalty: 2564.317627
	Iteration 0F: 3 clusters Score -301965.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302534.656250 Penalty: 2564.317627
	Iteration 1F: 3 clusters Score -302534.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302656.375000 Penalty: 2564.317627
	Iteration 2F: 3 clusters Score -302656.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -302722.375000 Penalty: 2564.317627
	Iteration 3Q: 3 clusters Score -302722.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -302763.281250 Penalty: 2564.317627
	Iteration 4Q: 3 clusters Score -302763.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -302788.281250 Penalty: 2564.317627
	Iteration 5Q: 3 clusters Score -302788.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -302806.625000 Penalty: 2564.317627
	Iteration 6Q: 3 clusters Score -302806.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -302818.218750 Penalty: 2564.317627
	Iteration 7Q: 3 clusters Score -302818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302825.625000 Penalty: 2564.317627
	Iteration 8Q: 3 clusters Score -302825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -302832.062500 Penalty: 2564.317627
	Iteration 9Q: 3 clusters Score -302832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -302837.562500 Penalty: 2564.317627
	Iteration 10Q: 3 clusters Score -302837.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -302843.312500 Penalty: 2564.317627
	Iteration 11Q: 3 clusters Score -302843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -302849.062500 Penalty: 2564.317627
	Iteration 12Q: 3 clusters Score -302849.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -302854.812500 Penalty: 2564.317627
	Iteration 13Q: 3 clusters Score -302854.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -302860.375000 Penalty: 2564.317627
	Iteration 14Q: 3 clusters Score -302860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302861.781250 Penalty: 2564.317627
	Iteration 15Q: 3 clusters Score -302861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302862.468750 Penalty: 2564.317627
	Iteration 16Q: 3 clusters Score -302862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -302863.156250 Penalty: 2564.317627
	Iteration 17Q: 3 clusters Score -302863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302864.875000 Penalty: 2564.317627
	Iteration 18Q: 3 clusters Score -302864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -302865.343750 Penalty: 2564.317627
	Iteration 19Q: 3 clusters Score -302865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302866.125000 Penalty: 2564.317627
	Iteration 20F: 3 clusters Score -302866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -245628.281250 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -245628.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -243362.812500 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -243362.8 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243882.203125 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -243882.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244020.734375 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -244020.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -244133.687500 Penalty: 2512.592285
	Iteration 3F: 3 clusters Score -244133.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244250.468750 Penalty: 2512.592285
	Iteration 4F: 3 clusters Score -244250.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244375.296875 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -244375.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244475.031250 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -244475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244553.953125 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -244554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -244614.531250 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -244614.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244677.265625 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -244677.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244734.078125 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -244734.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244778.250000 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -244778.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -244837.500000 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -244837.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244886.625000 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -244886.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244938.656250 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -244938.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -244983.390625 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -244983.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -245011.609375 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -245011.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245029.687500 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -245029.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245042.859375 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -245042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -245056.468750 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -245056.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -245064.187500 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -245064.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -245070.046875 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -245070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -245073.546875 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -245073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -245076.062500 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -245076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245078.515625 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -245078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -245079.421875 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -245079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245080.921875 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -245080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -245081.265625 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -245081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245081.875000 Penalty: 2512.592285
	Iteration 28Q: 3 clusters Score -245081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245084.109375 Penalty: 2512.592285
	Iteration 29Q: 3 clusters Score -245084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245085.406250 Penalty: 2512.592285
	Iteration 30Q: 3 clusters Score -245085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -245086.093750 Penalty: 2512.592285
	Iteration 31Q: 3 clusters Score -245086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245086.218750 Penalty: 2512.592285
	Iteration 32Q: 3 clusters Score -245086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245086.218750 Penalty: 2512.592285
	Iteration 33F: 3 clusters Score -245086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Entering Unmasked Estep 
Score: -16528270.000000 Penalty: 1932.919556
	Iteration 0F: 2 clusters Score -1.652827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -16432897.000000 Penalty: 3865.839111
	Iteration 0F: 3 clusters Score -1.64329e+07 nChanged 70634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -16475357.000000 Penalty: 3865.839111
	Iteration 1F: 3 clusters Score -1.647536e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -16477557.000000 Penalty: 3865.839111
	Iteration 2Q: 3 clusters Score -1.647756e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -16481132.000000 Penalty: 3865.839111
	Iteration 3F: 3 clusters Score -1.648113e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -16487164.000000 Penalty: 3865.839111
	Iteration 4F: 3 clusters Score -1.648716e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -16495690.000000 Penalty: 3865.839111
	Iteration 5F: 3 clusters Score -1.649569e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -16504714.000000 Penalty: 3865.839111
	Iteration 6F: 3 clusters Score -1.650471e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -16510920.000000 Penalty: 3865.839111
	Iteration 7F: 3 clusters Score -1.651092e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 111494 members 
Entering Unmasked Estep 
Score: -16513831.000000 Penalty: 3865.839111
	Iteration 8Q: 3 clusters Score -1.651383e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -16515058.000000 Penalty: 3865.839111
	Iteration 9Q: 3 clusters Score -1.651506e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -16515655.000000 Penalty: 3865.839111
	Iteration 10Q: 3 clusters Score -1.651566e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -16516226.000000 Penalty: 3865.839111
	Iteration 11Q: 3 clusters Score -1.651623e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -16516673.000000 Penalty: 3865.839111
	Iteration 12Q: 3 clusters Score -1.651667e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -16517187.000000 Penalty: 3865.839111
	Iteration 13Q: 3 clusters Score -1.651719e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 116195 members 
Entering Unmasked Estep 
Score: -16517688.000000 Penalty: 3865.839111
	Iteration 14Q: 3 clusters Score -1.651769e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -16518027.000000 Penalty: 3865.839111
	Iteration 15Q: 3 clusters Score -1.651803e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -16518432.000000 Penalty: 3865.839111
	Iteration 16Q: 3 clusters Score -1.651843e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -16518910.000000 Penalty: 3865.839111
	Iteration 17Q: 3 clusters Score -1.651891e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 119105 members 
Entering Unmasked Estep 
Score: -16519333.000000 Penalty: 3865.839111
	Iteration 18Q: 3 clusters Score -1.651933e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -16519733.000000 Penalty: 3865.839111
	Iteration 19Q: 3 clusters Score -1.651973e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -16520035.000000 Penalty: 3865.839111
	Iteration 20F: 3 clusters Score -1.652004e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -16520484.000000 Penalty: 3865.839111
	Iteration 21Q: 3 clusters Score -1.652048e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -16520873.000000 Penalty: 3865.839111
	Iteration 22Q: 3 clusters Score -1.652087e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -16521226.000000 Penalty: 3865.839111
	Iteration 23Q: 3 clusters Score -1.652123e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -16521585.000000 Penalty: 3865.839111
	Iteration 24Q: 3 clusters Score -1.652158e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -16521905.000000 Penalty: 3865.839111
	Iteration 25Q: 3 clusters Score -1.65219e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -16522363.000000 Penalty: 3865.839111
	Iteration 26Q: 3 clusters Score -1.652236e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -16522855.000000 Penalty: 3865.839111
	Iteration 27Q: 3 clusters Score -1.652286e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -16523271.000000 Penalty: 3865.839111
	Iteration 28Q: 3 clusters Score -1.652327e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -16523794.000000 Penalty: 3865.839111
	Iteration 29Q: 3 clusters Score -1.652379e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 126780 members 
Entering Unmasked Estep 
Score: -16524207.000000 Penalty: 3865.839111
	Iteration 30Q: 3 clusters Score -1.652421e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 127262 members 
Entering Unmasked Estep 
Score: -16524524.000000 Penalty: 3865.839111
	Iteration 31Q: 3 clusters Score -1.652452e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -16524787.000000 Penalty: 3865.839111
	Iteration 32Q: 3 clusters Score -1.652479e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 128122 members 
Entering Unmasked Estep 
Score: -16525006.000000 Penalty: 3865.839111
	Iteration 33Q: 3 clusters Score -1.652501e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -16525208.000000 Penalty: 3865.839111
	Iteration 34Q: 3 clusters Score -1.652521e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 128974 members 
Entering Unmasked Estep 
Score: -16525441.000000 Penalty: 3865.839111
	Iteration 35Q: 3 clusters Score -1.652544e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -16525624.000000 Penalty: 3865.839111
	Iteration 36Q: 3 clusters Score -1.652562e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -16525691.000000 Penalty: 3865.839111
	Iteration 37Q: 3 clusters Score -1.652569e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 130224 members 
Entering Unmasked Estep 
Score: -16525817.000000 Penalty: 3865.839111
	Iteration 38Q: 3 clusters Score -1.652582e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -16525924.000000 Penalty: 3865.839111
	Iteration 39Q: 3 clusters Score -1.652592e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 131123 members 
Entering Unmasked Estep 
Score: -16526003.000000 Penalty: 3865.839111
	Iteration 40F: 3 clusters Score -1.6526e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -16526042.000000 Penalty: 3865.839111
	Iteration 41Q: 3 clusters Score -1.652604e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -16526132.000000 Penalty: 3865.839111
	Iteration 42Q: 3 clusters Score -1.652613e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 132364 members 
Entering Unmasked Estep 
Score: -16526188.000000 Penalty: 3865.839111
	Iteration 43Q: 3 clusters Score -1.652619e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -16526220.000000 Penalty: 3865.839111
	Iteration 44Q: 3 clusters Score -1.652622e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -16526225.000000 Penalty: 3865.839111
	Iteration 45Q: 3 clusters Score -1.652622e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -16526293.000000 Penalty: 3865.839111
	Iteration 46Q: 3 clusters Score -1.652629e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -16526358.000000 Penalty: 3865.839111
	Iteration 47Q: 3 clusters Score -1.652636e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 134229 members 
Entering Unmasked Estep 
Score: -16526419.000000 Penalty: 3865.839111
	Iteration 48Q: 3 clusters Score -1.652642e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 134599 members 
Entering Unmasked Estep 
Score: -16526484.000000 Penalty: 3865.839111
	Iteration 49Q: 3 clusters Score -1.652648e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -16526511.000000 Penalty: 3865.839111
	Iteration 50Q: 3 clusters Score -1.652651e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -16526544.000000 Penalty: 3865.839111
	Iteration 51Q: 3 clusters Score -1.652654e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -16526550.000000 Penalty: 3865.839111
	Iteration 52Q: 3 clusters Score -1.652655e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -16526545.000000 Penalty: 3865.839111
	Iteration 53Q: 3 clusters Score -1.652654e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 136330 members 
Entering Unmasked Estep 
Score: -16526600.000000 Penalty: 3865.839111
	Iteration 54Q: 3 clusters Score -1.65266e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -16526626.000000 Penalty: 3865.839111
	Iteration 55Q: 3 clusters Score -1.652663e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 136881 members 
Entering Unmasked Estep 
Score: -16526672.000000 Penalty: 3865.839111
	Iteration 56Q: 3 clusters Score -1.652667e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -16526682.000000 Penalty: 3865.839111
	Iteration 57Q: 3 clusters Score -1.652668e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -16526693.000000 Penalty: 3865.839111
	Iteration 58Q: 3 clusters Score -1.652669e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 137604 members 
Entering Unmasked Estep 
Score: -16526711.000000 Penalty: 3865.839111
	Iteration 59Q: 3 clusters Score -1.652671e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 137828 members 
Entering Unmasked Estep 
Score: -16526721.000000 Penalty: 3865.839111
	Iteration 60F: 3 clusters Score -1.652672e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -16526777.000000 Penalty: 3865.839111
	Iteration 61Q: 3 clusters Score -1.652678e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -16526824.000000 Penalty: 3865.839111
	Iteration 62Q: 3 clusters Score -1.652682e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -16526823.000000 Penalty: 3865.839111
	Iteration 63Q: 3 clusters Score -1.652682e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -16526841.000000 Penalty: 3865.839111
	Iteration 64Q: 3 clusters Score -1.652684e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
Score: -16526917.000000 Penalty: 3865.839111
	Iteration 65Q: 3 clusters Score -1.652692e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -16526933.000000 Penalty: 3865.839111
	Iteration 66Q: 3 clusters Score -1.652693e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -16526975.000000 Penalty: 3865.839111
	Iteration 67Q: 3 clusters Score -1.652698e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 139414 members 
Entering Unmasked Estep 
Score: -16526959.000000 Penalty: 3865.839111
	Iteration 68Q: 3 clusters Score -1.652696e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 139609 members 
Entering Unmasked Estep 
Score: -16526979.000000 Penalty: 3865.839111
	Iteration 69Q: 3 clusters Score -1.652698e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 139800 members 
Entering Unmasked Estep 
Score: -16527007.000000 Penalty: 3865.839111
	Iteration 70Q: 3 clusters Score -1.652701e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -16527056.000000 Penalty: 3865.839111
	Iteration 71Q: 3 clusters Score -1.652706e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 140143 members 
Entering Unmasked Estep 
Score: -16527063.000000 Penalty: 3865.839111
	Iteration 72Q: 3 clusters Score -1.652706e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 140282 members 
Entering Unmasked Estep 
Score: -16527111.000000 Penalty: 3865.839111
	Iteration 73Q: 3 clusters Score -1.652711e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -16527115.000000 Penalty: 3865.839111
	Iteration 74Q: 3 clusters Score -1.652712e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 140546 members 
Entering Unmasked Estep 
Score: -16527133.000000 Penalty: 3865.839111
	Iteration 75Q: 3 clusters Score -1.652713e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -16527176.000000 Penalty: 3865.839111
	Iteration 76Q: 3 clusters Score -1.652718e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 140726 members 
Entering Unmasked Estep 
Score: -16527173.000000 Penalty: 3865.839111
	Iteration 77Q: 3 clusters Score -1.652717e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 140802 members 
Entering Unmasked Estep 
Score: -16527165.000000 Penalty: 3865.839111
	Iteration 78Q: 3 clusters Score -1.652716e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -16527178.000000 Penalty: 3865.839111
	Iteration 79Q: 3 clusters Score -1.652718e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 140957 members 
Entering Unmasked Estep 
Score: -16527173.000000 Penalty: 3865.839111
	Iteration 80F: 3 clusters Score -1.652717e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -16527173.000000 Penalty: 3865.839111
	Iteration 81Q: 3 clusters Score -1.652717e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
Score: -16527181.000000 Penalty: 3865.839111
	Iteration 82Q: 3 clusters Score -1.652718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -16527175.000000 Penalty: 3865.839111
	Iteration 83Q: 3 clusters Score -1.652718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 141198 members 
Entering Unmasked Estep 
Score: -16527174.000000 Penalty: 3865.839111
	Iteration 84Q: 3 clusters Score -1.652717e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 141252 members 
Entering Unmasked Estep 
Score: -16527171.000000 Penalty: 3865.839111
	Iteration 85Q: 3 clusters Score -1.652717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -16527158.000000 Penalty: 3865.839111
	Iteration 86Q: 3 clusters Score -1.652716e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 141365 members 
Entering Unmasked Estep 
Score: -16527178.000000 Penalty: 3865.839111
	Iteration 87Q: 3 clusters Score -1.652718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -16527198.000000 Penalty: 3865.839111
	Iteration 88Q: 3 clusters Score -1.65272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -16527205.000000 Penalty: 3865.839111
	Iteration 89Q: 3 clusters Score -1.65272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -16527206.000000 Penalty: 3865.839111
	Iteration 90Q: 3 clusters Score -1.652721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -16527203.000000 Penalty: 3865.839111
	Iteration 91Q: 3 clusters Score -1.65272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -16527216.000000 Penalty: 3865.839111
	Iteration 92Q: 3 clusters Score -1.652722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 141682 members 
Entering Unmasked Estep 
Score: -16527208.000000 Penalty: 3865.839111
	Iteration 93Q: 3 clusters Score -1.652721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -16527230.000000 Penalty: 3865.839111
	Iteration 94Q: 3 clusters Score -1.652723e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -16527257.000000 Penalty: 3865.839111
	Iteration 95Q: 3 clusters Score -1.652726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 141815 members 
Entering Unmasked Estep 
Score: -16527262.000000 Penalty: 3865.839111
	Iteration 96Q: 3 clusters Score -1.652726e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -16527263.000000 Penalty: 3865.839111
	Iteration 97Q: 3 clusters Score -1.652726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -16527263.000000 Penalty: 3865.839111
	Iteration 98Q: 3 clusters Score -1.652726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -16527242.000000 Penalty: 3865.839111
	Iteration 99Q: 3 clusters Score -1.652724e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -16527256.000000 Penalty: 3865.839111
	Iteration 100F: 3 clusters Score -1.652726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -16527263.000000 Penalty: 3865.839111
	Iteration 101Q: 3 clusters Score -1.652726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -16527269.000000 Penalty: 3865.839111
	Iteration 102Q: 3 clusters Score -1.652727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -16527252.000000 Penalty: 3865.839111
	Iteration 103Q: 3 clusters Score -1.652725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -16527278.000000 Penalty: 3865.839111
	Iteration 104Q: 3 clusters Score -1.652728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -16527261.000000 Penalty: 3865.839111
	Iteration 105Q: 3 clusters Score -1.652726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -16527270.000000 Penalty: 3865.839111
	Iteration 106Q: 3 clusters Score -1.652727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -16527270.000000 Penalty: 3865.839111
	Iteration 107Q: 3 clusters Score -1.652727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -16527286.000000 Penalty: 3865.839111
	Iteration 108Q: 3 clusters Score -1.652729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -16527272.000000 Penalty: 3865.839111
	Iteration 109Q: 3 clusters Score -1.652727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -16527275.000000 Penalty: 3865.839111
	Iteration 110Q: 3 clusters Score -1.652728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -16527292.000000 Penalty: 3865.839111
	Iteration 111Q: 3 clusters Score -1.652729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 142283 members 
Entering Unmasked Estep 
Score: -16527289.000000 Penalty: 3865.839111
	Iteration 112Q: 3 clusters Score -1.652729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -16527286.000000 Penalty: 3865.839111
	Iteration 113Q: 3 clusters Score -1.652729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -16527298.000000 Penalty: 3865.839111
	Iteration 114Q: 3 clusters Score -1.65273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -16527298.000000 Penalty: 3865.839111
	Iteration 115Q: 3 clusters Score -1.65273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -16527303.000000 Penalty: 3865.839111
	Iteration 116Q: 3 clusters Score -1.65273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -16527295.000000 Penalty: 3865.839111
	Iteration 117Q: 3 clusters Score -1.65273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 142354 members 
Entering Unmasked Estep 
Score: -16527304.000000 Penalty: 3865.839111
	Iteration 118Q: 3 clusters Score -1.65273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -16527299.000000 Penalty: 3865.839111
	Iteration 119Q: 3 clusters Score -1.65273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 142368 members 
Entering Unmasked Estep 
Score: -16527305.000000 Penalty: 3865.839111
	Iteration 120F: 3 clusters Score -1.65273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -16527304.000000 Penalty: 3865.839111
	Iteration 121Q: 3 clusters Score -1.65273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -16527324.000000 Penalty: 3865.839111
	Iteration 122Q: 3 clusters Score -1.652732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -16527312.000000 Penalty: 3865.839111
	Iteration 123Q: 3 clusters Score -1.652731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 142390 members 
Entering Unmasked Estep 
Score: -16527323.000000 Penalty: 3865.839111
	Iteration 124Q: 3 clusters Score -1.652732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -16527331.000000 Penalty: 3865.839111
	Iteration 125Q: 3 clusters Score -1.652733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -16527331.000000 Penalty: 3865.839111
	Iteration 126F: 3 clusters Score -1.652733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Entering Unmasked Estep 
Score: -2059384.000000 Penalty: 1592.538330
	Iteration 0F: 2 clusters Score -2059384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2047014.750000 Penalty: 3185.076660
	Iteration 0F: 3 clusters Score -2047015 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2051258.750000 Penalty: 3185.076660
	Iteration 1F: 3 clusters Score -2051259 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2051586.000000 Penalty: 3185.076660
	Iteration 2Q: 3 clusters Score -2051586 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2051937.125000 Penalty: 3185.076660
	Iteration 3Q: 3 clusters Score -2051937 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2052281.125000 Penalty: 3185.076660
	Iteration 4Q: 3 clusters Score -2052281 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2052688.250000 Penalty: 3185.076660
	Iteration 5Q: 3 clusters Score -2052688 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2053170.875000 Penalty: 3185.076660
	Iteration 6Q: 3 clusters Score -2053171 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2053812.250000 Penalty: 3185.076660
	Iteration 7F: 3 clusters Score -2053812 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2054613.250000 Penalty: 3185.076660
	Iteration 8F: 3 clusters Score -2054613 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2055500.500000 Penalty: 3185.076660
	Iteration 9F: 3 clusters Score -2055500 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2056344.500000 Penalty: 3185.076660
	Iteration 10F: 3 clusters Score -2056344 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2056954.250000 Penalty: 3185.076660
	Iteration 11Q: 3 clusters Score -2056954 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2057365.875000 Penalty: 3185.076660
	Iteration 12Q: 3 clusters Score -2057366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2057600.750000 Penalty: 3185.076660
	Iteration 13Q: 3 clusters Score -2057601 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2057756.875000 Penalty: 3185.076660
	Iteration 14Q: 3 clusters Score -2057757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2057857.875000 Penalty: 3185.076660
	Iteration 15Q: 3 clusters Score -2057858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2057914.000000 Penalty: 3185.076660
	Iteration 16Q: 3 clusters Score -2057914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2057941.000000 Penalty: 3185.076660
	Iteration 17Q: 3 clusters Score -2057941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2057960.000000 Penalty: 3185.076660
	Iteration 18Q: 3 clusters Score -2057960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2057982.500000 Penalty: 3185.076660
	Iteration 19Q: 3 clusters Score -2057982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2058000.625000 Penalty: 3185.076660
	Iteration 20F: 3 clusters Score -2058001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2058022.250000 Penalty: 3185.076660
	Iteration 21Q: 3 clusters Score -2058022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2058037.250000 Penalty: 3185.076660
	Iteration 22Q: 3 clusters Score -2058037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2058045.375000 Penalty: 3185.076660
	Iteration 23Q: 3 clusters Score -2058045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2058055.500000 Penalty: 3185.076660
	Iteration 24Q: 3 clusters Score -2058056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2058057.000000 Penalty: 3185.076660
	Iteration 25Q: 3 clusters Score -2058057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2058064.500000 Penalty: 3185.076660
	Iteration 26Q: 3 clusters Score -2058064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2058065.125000 Penalty: 3185.076660
	Iteration 27Q: 3 clusters Score -2058065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2058066.375000 Penalty: 3185.076660
	Iteration 28Q: 3 clusters Score -2058066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2058068.375000 Penalty: 3185.076660
	Iteration 29Q: 3 clusters Score -2058068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2058068.375000 Penalty: 3185.076660
	Iteration 30F: 3 clusters Score -2058068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Entering Unmasked Estep 
Score: -3511196.750000 Penalty: 1684.847168
	Iteration 0F: 2 clusters Score -3511197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3489727.750000 Penalty: 3369.694336
	Iteration 0F: 3 clusters Score -3489728 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3497825.000000 Penalty: 3369.694336
	Iteration 1F: 3 clusters Score -3497825 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3498209.500000 Penalty: 3369.694336
	Iteration 2Q: 3 clusters Score -3498210 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3498656.250000 Penalty: 3369.694336
	Iteration 3Q: 3 clusters Score -3498656 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3499223.750000 Penalty: 3369.694336
	Iteration 4Q: 3 clusters Score -3499224 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3499990.000000 Penalty: 3369.694336
	Iteration 5Q: 3 clusters Score -3499990 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3501144.000000 Penalty: 3369.694336
	Iteration 6F: 3 clusters Score -3501144 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3502679.000000 Penalty: 3369.694336
	Iteration 7F: 3 clusters Score -3502679 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3504518.500000 Penalty: 3369.694336
	Iteration 8F: 3 clusters Score -3504518 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3506258.250000 Penalty: 3369.694336
	Iteration 9F: 3 clusters Score -3506258 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3507601.250000 Penalty: 3369.694336
	Iteration 10Q: 3 clusters Score -3507601 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3508455.750000 Penalty: 3369.694336
	Iteration 11Q: 3 clusters Score -3508456 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3508936.500000 Penalty: 3369.694336
	Iteration 12Q: 3 clusters Score -3508936 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3509267.250000 Penalty: 3369.694336
	Iteration 13Q: 3 clusters Score -3509267 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3509469.500000 Penalty: 3369.694336
	Iteration 14Q: 3 clusters Score -3509470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3509589.500000 Penalty: 3369.694336
	Iteration 15Q: 3 clusters Score -3509590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3509660.750000 Penalty: 3369.694336
	Iteration 16Q: 3 clusters Score -3509661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -3509706.250000 Penalty: 3369.694336
	Iteration 17Q: 3 clusters Score -3509706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3509733.500000 Penalty: 3369.694336
	Iteration 18Q: 3 clusters Score -3509734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3509744.750000 Penalty: 3369.694336
	Iteration 19Q: 3 clusters Score -3509745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3509757.750000 Penalty: 3369.694336
	Iteration 20F: 3 clusters Score -3509758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3509765.750000 Penalty: 3369.694336
	Iteration 21Q: 3 clusters Score -3509766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3509775.750000 Penalty: 3369.694336
	Iteration 22Q: 3 clusters Score -3509776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3509779.000000 Penalty: 3369.694336
	Iteration 23Q: 3 clusters Score -3509779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3509779.500000 Penalty: 3369.694336
	Iteration 24Q: 3 clusters Score -3509780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3509778.250000 Penalty: 3369.694336
	Iteration 25Q: 3 clusters Score -3509778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3509783.250000 Penalty: 3369.694336
	Iteration 26Q: 3 clusters Score -3509783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3509785.250000 Penalty: 3369.694336
	Iteration 27Q: 3 clusters Score -3509785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3509787.750000 Penalty: 3369.694336
	Iteration 28Q: 3 clusters Score -3509788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3509789.750000 Penalty: 3369.694336
	Iteration 29Q: 3 clusters Score -3509790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3509788.750000 Penalty: 3369.694336
	Iteration 30Q: 3 clusters Score -3509789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3509788.750000 Penalty: 3369.694336
	Iteration 31F: 3 clusters Score -3509789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Entering Unmasked Estep 
Score: -7488919.500000 Penalty: 1802.759277
	Iteration 0F: 2 clusters Score -7488920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -7445079.000000 Penalty: 3605.518555
	Iteration 0F: 3 clusters Score -7445079 nChanged 31006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7462975.500000 Penalty: 3605.518555
	Iteration 1F: 3 clusters Score -7462976 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -7463805.500000 Penalty: 3605.518555
	Iteration 2Q: 3 clusters Score -7463806 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -7464653.000000 Penalty: 3605.518555
	Iteration 3Q: 3 clusters Score -7464653 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7465631.500000 Penalty: 3605.518555
	Iteration 4Q: 3 clusters Score -7465632 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -7466643.500000 Penalty: 3605.518555
	Iteration 5Q: 3 clusters Score -7466644 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -7467843.000000 Penalty: 3605.518555
	Iteration 6Q: 3 clusters Score -7467843 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -7469242.500000 Penalty: 3605.518555
	Iteration 7Q: 3 clusters Score -7469242 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -7470913.500000 Penalty: 3605.518555
	Iteration 8Q: 3 clusters Score -7470914 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -7472872.000000 Penalty: 3605.518555
	Iteration 9F: 3 clusters Score -7472872 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -7474594.500000 Penalty: 3605.518555
	Iteration 10Q: 3 clusters Score -7474594 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -7475412.500000 Penalty: 3605.518555
	Iteration 11Q: 3 clusters Score -7475412 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -7475692.500000 Penalty: 3605.518555
	Iteration 12Q: 3 clusters Score -7475692 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -7475826.000000 Penalty: 3605.518555
	Iteration 13Q: 3 clusters Score -7475826 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -7475870.000000 Penalty: 3605.518555
	Iteration 14Q: 3 clusters Score -7475870 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -7475947.500000 Penalty: 3605.518555
	Iteration 15Q: 3 clusters Score -7475948 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -7475998.500000 Penalty: 3605.518555
	Iteration 16Q: 3 clusters Score -7475998 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -7476059.000000 Penalty: 3605.518555
	Iteration 17Q: 3 clusters Score -7476059 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7476125.500000 Penalty: 3605.518555
	Iteration 18Q: 3 clusters Score -7476126 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -7476170.500000 Penalty: 3605.518555
	Iteration 19Q: 3 clusters Score -7476170 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -7476181.500000 Penalty: 3605.518555
	Iteration 20F: 3 clusters Score -7476182 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -7476214.000000 Penalty: 3605.518555
	Iteration 21Q: 3 clusters Score -7476214 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -7476284.500000 Penalty: 3605.518555
	Iteration 22Q: 3 clusters Score -7476284 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -7476371.000000 Penalty: 3605.518555
	Iteration 23Q: 3 clusters Score -7476371 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -7476442.000000 Penalty: 3605.518555
	Iteration 24Q: 3 clusters Score -7476442 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -7476553.000000 Penalty: 3605.518555
	Iteration 25Q: 3 clusters Score -7476553 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -7476695.500000 Penalty: 3605.518555
	Iteration 26Q: 3 clusters Score -7476696 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -7476799.000000 Penalty: 3605.518555
	Iteration 27Q: 3 clusters Score -7476799 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -7476894.000000 Penalty: 3605.518555
	Iteration 28Q: 3 clusters Score -7476894 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -7477050.500000 Penalty: 3605.518555
	Iteration 29Q: 3 clusters Score -7477050 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -7477260.000000 Penalty: 3605.518555
	Iteration 30Q: 3 clusters Score -7477260 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7477508.000000 Penalty: 3605.518555
	Iteration 31Q: 3 clusters Score -7477508 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -7477805.000000 Penalty: 3605.518555
	Iteration 32Q: 3 clusters Score -7477805 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7478096.000000 Penalty: 3605.518555
	Iteration 33Q: 3 clusters Score -7478096 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7478439.500000 Penalty: 3605.518555
	Iteration 34Q: 3 clusters Score -7478440 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -7478868.500000 Penalty: 3605.518555
	Iteration 35Q: 3 clusters Score -7478868 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7479338.000000 Penalty: 3605.518555
	Iteration 36Q: 3 clusters Score -7479338 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -7479894.500000 Penalty: 3605.518555
	Iteration 37Q: 3 clusters Score -7479894 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -7480512.500000 Penalty: 3605.518555
	Iteration 38Q: 3 clusters Score -7480512 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7481192.000000 Penalty: 3605.518555
	Iteration 39Q: 3 clusters Score -7481192 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -7481951.000000 Penalty: 3605.518555
	Iteration 40F: 3 clusters Score -7481951 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -7482774.500000 Penalty: 3605.518555
	Iteration 41Q: 3 clusters Score -7482774 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -7483599.500000 Penalty: 3605.518555
	Iteration 42Q: 3 clusters Score -7483600 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -7484353.000000 Penalty: 3605.518555
	Iteration 43Q: 3 clusters Score -7484353 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7485044.500000 Penalty: 3605.518555
	Iteration 44Q: 3 clusters Score -7485044 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7485635.000000 Penalty: 3605.518555
	Iteration 45Q: 3 clusters Score -7485635 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7486152.500000 Penalty: 3605.518555
	Iteration 46Q: 3 clusters Score -7486152 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7486563.500000 Penalty: 3605.518555
	Iteration 47Q: 3 clusters Score -7486564 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7486864.500000 Penalty: 3605.518555
	Iteration 48Q: 3 clusters Score -7486864 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7487085.000000 Penalty: 3605.518555
	Iteration 49Q: 3 clusters Score -7487085 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7487221.000000 Penalty: 3605.518555
	Iteration 50Q: 3 clusters Score -7487221 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7487331.000000 Penalty: 3605.518555
	Iteration 51Q: 3 clusters Score -7487331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7487376.500000 Penalty: 3605.518555
	Iteration 52Q: 3 clusters Score -7487376 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7487422.000000 Penalty: 3605.518555
	Iteration 53Q: 3 clusters Score -7487422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7487468.000000 Penalty: 3605.518555
	Iteration 54Q: 3 clusters Score -7487468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7487508.000000 Penalty: 3605.518555
	Iteration 55Q: 3 clusters Score -7487508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7487538.000000 Penalty: 3605.518555
	Iteration 56Q: 3 clusters Score -7487538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7487545.000000 Penalty: 3605.518555
	Iteration 57Q: 3 clusters Score -7487545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7487563.000000 Penalty: 3605.518555
	Iteration 58Q: 3 clusters Score -7487563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7487579.000000 Penalty: 3605.518555
	Iteration 59Q: 3 clusters Score -7487579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7487588.500000 Penalty: 3605.518555
	Iteration 60F: 3 clusters Score -7487588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7487593.000000 Penalty: 3605.518555
	Iteration 61Q: 3 clusters Score -7487593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7487581.000000 Penalty: 3605.518555
	Iteration 62Q: 3 clusters Score -7487581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7487588.000000 Penalty: 3605.518555
	Iteration 63Q: 3 clusters Score -7487588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7487594.500000 Penalty: 3605.518555
	Iteration 64Q: 3 clusters Score -7487594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7487604.000000 Penalty: 3605.518555
	Iteration 65Q: 3 clusters Score -7487604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7487622.000000 Penalty: 3605.518555
	Iteration 66Q: 3 clusters Score -7487622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7487612.500000 Penalty: 3605.518555
	Iteration 67Q: 3 clusters Score -7487612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7487610.500000 Penalty: 3605.518555
	Iteration 68Q: 3 clusters Score -7487610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7487622.000000 Penalty: 3605.518555
	Iteration 69Q: 3 clusters Score -7487622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7487614.000000 Penalty: 3605.518555
	Iteration 70Q: 3 clusters Score -7487614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7487620.500000 Penalty: 3605.518555
	Iteration 71Q: 3 clusters Score -7487620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7487617.500000 Penalty: 3605.518555
	Iteration 72Q: 3 clusters Score -7487618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7487616.000000 Penalty: 3605.518555
	Iteration 73Q: 3 clusters Score -7487616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7487620.000000 Penalty: 3605.518555
	Iteration 74Q: 3 clusters Score -7487620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7487618.000000 Penalty: 3605.518555
	Iteration 75Q: 3 clusters Score -7487618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7487621.000000 Penalty: 3605.518555
	Iteration 76Q: 3 clusters Score -7487621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7487628.000000 Penalty: 3605.518555
	Iteration 77Q: 3 clusters Score -7487628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7487631.500000 Penalty: 3605.518555
	Iteration 78Q: 3 clusters Score -7487632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7487636.500000 Penalty: 3605.518555
	Iteration 79Q: 3 clusters Score -7487636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7487637.000000 Penalty: 3605.518555
	Iteration 80F: 3 clusters Score -7487637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7487633.000000 Penalty: 3605.518555
	Iteration 81Q: 3 clusters Score -7487633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7487633.500000 Penalty: 3605.518555
	Iteration 82Q: 3 clusters Score -7487634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7487637.000000 Penalty: 3605.518555
	Iteration 83Q: 3 clusters Score -7487637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7487639.500000 Penalty: 3605.518555
	Iteration 84Q: 3 clusters Score -7487640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7487644.500000 Penalty: 3605.518555
	Iteration 85Q: 3 clusters Score -7487644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7487649.500000 Penalty: 3605.518555
	Iteration 86Q: 3 clusters Score -7487650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7487650.500000 Penalty: 3605.518555
	Iteration 87Q: 3 clusters Score -7487650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7487655.000000 Penalty: 3605.518555
	Iteration 88Q: 3 clusters Score -7487655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7487660.500000 Penalty: 3605.518555
	Iteration 89Q: 3 clusters Score -7487660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7487665.500000 Penalty: 3605.518555
	Iteration 90Q: 3 clusters Score -7487666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7487661.500000 Penalty: 3605.518555
	Iteration 91Q: 3 clusters Score -7487662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7487656.500000 Penalty: 3605.518555
	Iteration 92Q: 3 clusters Score -7487656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7487658.500000 Penalty: 3605.518555
	Iteration 93Q: 3 clusters Score -7487658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7487658.500000 Penalty: 3605.518555
	Iteration 94F: 3 clusters Score -7487658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Entering Unmasked Estep 
Score: -14180804.000000 Penalty: 1908.685669
	Iteration 0F: 2 clusters Score -1.41808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -14097950.000000 Penalty: 3817.371338
	Iteration 0F: 3 clusters Score -1.409795e+07 nChanged 60809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -14134167.000000 Penalty: 3817.371338
	Iteration 1F: 3 clusters Score -1.413417e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -14135637.000000 Penalty: 3817.371338
	Iteration 2Q: 3 clusters Score -1.413564e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -14137933.000000 Penalty: 3817.371338
	Iteration 3Q: 3 clusters Score -1.413793e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -14141636.000000 Penalty: 3817.371338
	Iteration 4Q: 3 clusters Score -1.414164e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -14147079.000000 Penalty: 3817.371338
	Iteration 5F: 3 clusters Score -1.414708e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -14153901.000000 Penalty: 3817.371338
	Iteration 6F: 3 clusters Score -1.41539e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -14159893.000000 Penalty: 3817.371338
	Iteration 7F: 3 clusters Score -1.415989e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -14163648.000000 Penalty: 3817.371338
	Iteration 8F: 3 clusters Score -1.416365e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -14165280.000000 Penalty: 3817.371338
	Iteration 9Q: 3 clusters Score -1.416528e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -14166066.000000 Penalty: 3817.371338
	Iteration 10Q: 3 clusters Score -1.416607e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -14166565.000000 Penalty: 3817.371338
	Iteration 11Q: 3 clusters Score -1.416656e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -14167050.000000 Penalty: 3817.371338
	Iteration 12Q: 3 clusters Score -1.416705e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -14167650.000000 Penalty: 3817.371338
	Iteration 13Q: 3 clusters Score -1.416765e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -14168143.000000 Penalty: 3817.371338
	Iteration 14Q: 3 clusters Score -1.416814e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -14168675.000000 Penalty: 3817.371338
	Iteration 15Q: 3 clusters Score -1.416868e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -14169191.000000 Penalty: 3817.371338
	Iteration 16Q: 3 clusters Score -1.416919e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -14169793.000000 Penalty: 3817.371338
	Iteration 17Q: 3 clusters Score -1.416979e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -14170430.000000 Penalty: 3817.371338
	Iteration 18Q: 3 clusters Score -1.417043e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -14170978.000000 Penalty: 3817.371338
	Iteration 19Q: 3 clusters Score -1.417098e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -14171669.000000 Penalty: 3817.371338
	Iteration 20F: 3 clusters Score -1.417167e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109107 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -14172338.000000 Penalty: 3817.371338
	Iteration 21Q: 3 clusters Score -1.417234e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -14172920.000000 Penalty: 3817.371338
	Iteration 22Q: 3 clusters Score -1.417292e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112419 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -14173529.000000 Penalty: 3817.371338
	Iteration 23Q: 3 clusters Score -1.417353e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -14174159.000000 Penalty: 3817.371338
	Iteration 24Q: 3 clusters Score -1.417416e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -14174745.000000 Penalty: 3817.371338
	Iteration 25Q: 3 clusters Score -1.417474e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -14175306.000000 Penalty: 3817.371338
	Iteration 26Q: 3 clusters Score -1.417531e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -14175884.000000 Penalty: 3817.371338
	Iteration 27Q: 3 clusters Score -1.417588e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -14176473.000000 Penalty: 3817.371338
	Iteration 28Q: 3 clusters Score -1.417647e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -14176907.000000 Penalty: 3817.371338
	Iteration 29Q: 3 clusters Score -1.417691e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -14177365.000000 Penalty: 3817.371338
	Iteration 30Q: 3 clusters Score -1.417736e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122240 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -14177780.000000 Penalty: 3817.371338
	Iteration 31Q: 3 clusters Score -1.417778e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14178047.000000 Penalty: 3817.371338
	Iteration 32Q: 3 clusters Score -1.417805e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -14178314.000000 Penalty: 3817.371338
	Iteration 33Q: 3 clusters Score -1.417831e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14178501.000000 Penalty: 3817.371338
	Iteration 34Q: 3 clusters Score -1.41785e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -14178620.000000 Penalty: 3817.371338
	Iteration 35Q: 3 clusters Score -1.417862e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14178766.000000 Penalty: 3817.371338
	Iteration 36Q: 3 clusters Score -1.417877e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14178843.000000 Penalty: 3817.371338
	Iteration 37Q: 3 clusters Score -1.417884e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14178916.000000 Penalty: 3817.371338
	Iteration 38Q: 3 clusters Score -1.417892e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -14179009.000000 Penalty: 3817.371338
	Iteration 39Q: 3 clusters Score -1.417901e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14179120.000000 Penalty: 3817.371338
	Iteration 40F: 3 clusters Score -1.417912e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -14179173.000000 Penalty: 3817.371338
	Iteration 41Q: 3 clusters Score -1.417917e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -14179189.000000 Penalty: 3817.371338
	Iteration 42Q: 3 clusters Score -1.417919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125157 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14179238.000000 Penalty: 3817.371338
	Iteration 43Q: 3 clusters Score -1.417924e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14179270.000000 Penalty: 3817.371338
	Iteration 44Q: 3 clusters Score -1.417927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125229 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14179277.000000 Penalty: 3817.371338
	Iteration 45Q: 3 clusters Score -1.417928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125254 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14179275.000000 Penalty: 3817.371338
	Iteration 46Q: 3 clusters Score -1.417928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14179302.000000 Penalty: 3817.371338
	Iteration 47Q: 3 clusters Score -1.41793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14179306.000000 Penalty: 3817.371338
	Iteration 48Q: 3 clusters Score -1.417931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14179323.000000 Penalty: 3817.371338
	Iteration 49Q: 3 clusters Score -1.417932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14179333.000000 Penalty: 3817.371338
	Iteration 50Q: 3 clusters Score -1.417933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -14179354.000000 Penalty: 3817.371338
	Iteration 51Q: 3 clusters Score -1.417935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14179349.000000 Penalty: 3817.371338
	Iteration 52Q: 3 clusters Score -1.417935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14179354.000000 Penalty: 3817.371338
	Iteration 53Q: 3 clusters Score -1.417935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14179361.000000 Penalty: 3817.371338
	Iteration 54Q: 3 clusters Score -1.417936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125380 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14179373.000000 Penalty: 3817.371338
	Iteration 55Q: 3 clusters Score -1.417937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14179392.000000 Penalty: 3817.371338
	Iteration 56Q: 3 clusters Score -1.417939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14179395.000000 Penalty: 3817.371338
	Iteration 57Q: 3 clusters Score -1.41794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14179377.000000 Penalty: 3817.371338
	Iteration 58Q: 3 clusters Score -1.417938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14179384.000000 Penalty: 3817.371338
	Iteration 59Q: 3 clusters Score -1.417938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125418 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -14179393.000000 Penalty: 3817.371338
	Iteration 60F: 3 clusters Score -1.417939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125423 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14179389.000000 Penalty: 3817.371338
	Iteration 61Q: 3 clusters Score -1.417939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125432 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14179392.000000 Penalty: 3817.371338
	Iteration 62Q: 3 clusters Score -1.417939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -14179407.000000 Penalty: 3817.371338
	Iteration 63Q: 3 clusters Score -1.417941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14179408.000000 Penalty: 3817.371338
	Iteration 64Q: 3 clusters Score -1.417941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14179411.000000 Penalty: 3817.371338
	Iteration 65Q: 3 clusters Score -1.417941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125442 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14179414.000000 Penalty: 3817.371338
	Iteration 66Q: 3 clusters Score -1.417941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14179415.000000 Penalty: 3817.371338
	Iteration 67Q: 3 clusters Score -1.417942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14179405.000000 Penalty: 3817.371338
	Iteration 68Q: 3 clusters Score -1.41794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14179409.000000 Penalty: 3817.371338
	Iteration 69Q: 3 clusters Score -1.417941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125451 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14179411.000000 Penalty: 3817.371338
	Iteration 70Q: 3 clusters Score -1.417941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125453 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14179413.000000 Penalty: 3817.371338
	Iteration 71Q: 3 clusters Score -1.417941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14179413.000000 Penalty: 3817.371338
	Iteration 72Q: 3 clusters Score -1.417941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14179415.000000 Penalty: 3817.371338
	Iteration 73Q: 3 clusters Score -1.417942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14179411.000000 Penalty: 3817.371338
	Iteration 74Q: 3 clusters Score -1.417941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14179411.000000 Penalty: 3817.371338
	Iteration 75F: 3 clusters Score -1.417941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Entering Unmasked Estep 
Score: -5175742.000000 Penalty: 1742.509399
	Iteration 0F: 2 clusters Score -5175742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5145432.000000 Penalty: 3485.018799
	Iteration 0F: 3 clusters Score -5145432 nChanged 21269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5157486.500000 Penalty: 3485.018799
	Iteration 1F: 3 clusters Score -5157486 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5158011.000000 Penalty: 3485.018799
	Iteration 2Q: 3 clusters Score -5158011 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5158647.000000 Penalty: 3485.018799
	Iteration 3Q: 3 clusters Score -5158647 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5159580.500000 Penalty: 3485.018799
	Iteration 4Q: 3 clusters Score -5159580 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5161066.000000 Penalty: 3485.018799
	Iteration 5F: 3 clusters Score -5161066 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5163387.500000 Penalty: 3485.018799
	Iteration 6F: 3 clusters Score -5163388 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -5166297.000000 Penalty: 3485.018799
	Iteration 7F: 3 clusters Score -5166297 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -5169164.000000 Penalty: 3485.018799
	Iteration 8F: 3 clusters Score -5169164 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5171173.000000 Penalty: 3485.018799
	Iteration 9Q: 3 clusters Score -5171173 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5172270.000000 Penalty: 3485.018799
	Iteration 10Q: 3 clusters Score -5172270 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5172835.500000 Penalty: 3485.018799
	Iteration 11Q: 3 clusters Score -5172836 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5173176.000000 Penalty: 3485.018799
	Iteration 12Q: 3 clusters Score -5173176 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5173392.500000 Penalty: 3485.018799
	Iteration 13Q: 3 clusters Score -5173392 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5173562.000000 Penalty: 3485.018799
	Iteration 14Q: 3 clusters Score -5173562 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5173676.000000 Penalty: 3485.018799
	Iteration 15Q: 3 clusters Score -5173676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5173752.500000 Penalty: 3485.018799
	Iteration 16Q: 3 clusters Score -5173752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5173834.000000 Penalty: 3485.018799
	Iteration 17Q: 3 clusters Score -5173834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5173895.500000 Penalty: 3485.018799
	Iteration 18Q: 3 clusters Score -5173896 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5173952.500000 Penalty: 3485.018799
	Iteration 19Q: 3 clusters Score -5173952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5173992.500000 Penalty: 3485.018799
	Iteration 20F: 3 clusters Score -5173992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5174035.500000 Penalty: 3485.018799
	Iteration 21Q: 3 clusters Score -5174036 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5174065.000000 Penalty: 3485.018799
	Iteration 22Q: 3 clusters Score -5174065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5174099.000000 Penalty: 3485.018799
	Iteration 23Q: 3 clusters Score -5174099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5174127.000000 Penalty: 3485.018799
	Iteration 24Q: 3 clusters Score -5174127 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5174136.000000 Penalty: 3485.018799
	Iteration 25Q: 3 clusters Score -5174136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5174163.000000 Penalty: 3485.018799
	Iteration 26Q: 3 clusters Score -5174163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5174177.500000 Penalty: 3485.018799
	Iteration 27Q: 3 clusters Score -5174178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5174198.500000 Penalty: 3485.018799
	Iteration 28Q: 3 clusters Score -5174198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5174210.000000 Penalty: 3485.018799
	Iteration 29Q: 3 clusters Score -5174210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5174222.500000 Penalty: 3485.018799
	Iteration 30Q: 3 clusters Score -5174222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5174234.000000 Penalty: 3485.018799
	Iteration 31Q: 3 clusters Score -5174234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5174253.500000 Penalty: 3485.018799
	Iteration 32Q: 3 clusters Score -5174254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5174269.500000 Penalty: 3485.018799
	Iteration 33Q: 3 clusters Score -5174270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5174273.000000 Penalty: 3485.018799
	Iteration 34Q: 3 clusters Score -5174273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5174290.500000 Penalty: 3485.018799
	Iteration 35Q: 3 clusters Score -5174290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5174295.000000 Penalty: 3485.018799
	Iteration 36Q: 3 clusters Score -5174295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5174302.500000 Penalty: 3485.018799
	Iteration 37Q: 3 clusters Score -5174302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5174318.500000 Penalty: 3485.018799
	Iteration 38Q: 3 clusters Score -5174318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5174319.000000 Penalty: 3485.018799
	Iteration 39Q: 3 clusters Score -5174319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5174324.000000 Penalty: 3485.018799
	Iteration 40F: 3 clusters Score -5174324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5174323.000000 Penalty: 3485.018799
	Iteration 41Q: 3 clusters Score -5174323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5174338.000000 Penalty: 3485.018799
	Iteration 42Q: 3 clusters Score -5174338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5174339.500000 Penalty: 3485.018799
	Iteration 43Q: 3 clusters Score -5174340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5174340.500000 Penalty: 3485.018799
	Iteration 44Q: 3 clusters Score -5174340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5174338.000000 Penalty: 3485.018799
	Iteration 45Q: 3 clusters Score -5174338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5174340.000000 Penalty: 3485.018799
	Iteration 46Q: 3 clusters Score -5174340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5174342.500000 Penalty: 3485.018799
	Iteration 47Q: 3 clusters Score -5174342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5174341.000000 Penalty: 3485.018799
	Iteration 48Q: 3 clusters Score -5174341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5174342.500000 Penalty: 3485.018799
	Iteration 49Q: 3 clusters Score -5174342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5174341.500000 Penalty: 3485.018799
	Iteration 50Q: 3 clusters Score -5174342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5174345.000000 Penalty: 3485.018799
	Iteration 51Q: 3 clusters Score -5174345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5174344.500000 Penalty: 3485.018799
	Iteration 52Q: 3 clusters Score -5174344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5174344.500000 Penalty: 3485.018799
	Iteration 53F: 3 clusters Score -5174344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -223289.640625 Penalty: 1244.000977
	Iteration 0F: 2 clusters Score -223289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221149.796875 Penalty: 2488.001953
	Iteration 0F: 3 clusters Score -221149.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221671.828125 Penalty: 2488.001953
	Iteration 1F: 3 clusters Score -221671.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221843.265625 Penalty: 2488.001953
	Iteration 2F: 3 clusters Score -221843.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222016.578125 Penalty: 2488.001953
	Iteration 3F: 3 clusters Score -222016.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -222139.656250 Penalty: 2488.001953
	Iteration 4F: 3 clusters Score -222139.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -222225.109375 Penalty: 2488.001953
	Iteration 5Q: 3 clusters Score -222225.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -222289.640625 Penalty: 2488.001953
	Iteration 6Q: 3 clusters Score -222289.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -222337.546875 Penalty: 2488.001953
	Iteration 7Q: 3 clusters Score -222337.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -222375.984375 Penalty: 2488.001953
	Iteration 8Q: 3 clusters Score -222376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222416.343750 Penalty: 2488.001953
	Iteration 9Q: 3 clusters Score -222416.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222448.421875 Penalty: 2488.001953
	Iteration 10Q: 3 clusters Score -222448.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -222482.296875 Penalty: 2488.001953
	Iteration 11Q: 3 clusters Score -222482.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -222519.531250 Penalty: 2488.001953
	Iteration 12Q: 3 clusters Score -222519.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -222557.125000 Penalty: 2488.001953
	Iteration 13Q: 3 clusters Score -222557.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -222585.484375 Penalty: 2488.001953
	Iteration 14Q: 3 clusters Score -222585.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222613.718750 Penalty: 2488.001953
	Iteration 15Q: 3 clusters Score -222613.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -222647.656250 Penalty: 2488.001953
	Iteration 16Q: 3 clusters Score -222647.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222677.515625 Penalty: 2488.001953
	Iteration 17Q: 3 clusters Score -222677.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -222697.437500 Penalty: 2488.001953
	Iteration 18Q: 3 clusters Score -222697.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -222710.890625 Penalty: 2488.001953
	Iteration 19Q: 3 clusters Score -222710.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -222720.187500 Penalty: 2488.001953
	Iteration 20F: 3 clusters Score -222720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222724.593750 Penalty: 2488.001953
	Iteration 21Q: 3 clusters Score -222724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -222729.203125 Penalty: 2488.001953
	Iteration 22Q: 3 clusters Score -222729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -222732.703125 Penalty: 2488.001953
	Iteration 23Q: 3 clusters Score -222732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222734.921875 Penalty: 2488.001953
	Iteration 24Q: 3 clusters Score -222734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -222738.125000 Penalty: 2488.001953
	Iteration 25Q: 3 clusters Score -222738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222741.781250 Penalty: 2488.001953
	Iteration 26Q: 3 clusters Score -222741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222744.468750 Penalty: 2488.001953
	Iteration 27Q: 3 clusters Score -222744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -222744.359375 Penalty: 2488.001953
	Iteration 28Q: 3 clusters Score -222744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -222744.359375 Penalty: 2488.001953
	Iteration 29F: 3 clusters Score -222744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146516 members 
Mstep: Class 15 contains 18038 members 
Mstep: Class 16 contains 31834 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126217 members 
Mstep: Class 23 contains 45394 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750564.000000 Penalty: 34528.816406
Iteration 319Q: 17 clusters Score -6.475056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146530 members 
Mstep: Class 15 contains 18039 members 
Mstep: Class 16 contains 31841 members 
Mstep: Class 18 contains 65770 members 
Mstep: Class 20 contains 126187 members 
Mstep: Class 23 contains 45400 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750560.000000 Penalty: 34528.816406
Iteration 320F: 17 clusters Score -6.475056e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46766 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146557 members 
Mstep: Class 15 contains 18044 members 
Mstep: Class 16 contains 31838 members 
Mstep: Class 18 contains 65770 members 
Mstep: Class 20 contains 126150 members 
Mstep: Class 23 contains 45406 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750576.000000 Penalty: 34528.816406
Iteration 321Q: 17 clusters Score -6.475058e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146570 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 16 contains 31829 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126129 members 
Mstep: Class 23 contains 45411 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750576.000000 Penalty: 34528.816406
Iteration 322Q: 17 clusters Score -6.475058e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46770 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146583 members 
Mstep: Class 15 contains 18048 members 
Mstep: Class 16 contains 31825 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 126109 members 
Mstep: Class 23 contains 45415 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750556.000000 Penalty: 34528.816406
Iteration 323Q: 17 clusters Score -6.475056e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46773 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146599 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 16 contains 31825 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 126079 members 
Mstep: Class 23 contains 45423 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750556.000000 Penalty: 34528.816406
Iteration 324Q: 17 clusters Score -6.475056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46773 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146615 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 16 contains 31832 members 
Mstep: Class 18 contains 65771 members 
Mstep: Class 20 contains 126053 members 
Mstep: Class 23 contains 45423 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750600.000000 Penalty: 34528.816406
Iteration 325Q: 17 clusters Score -6.47506e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46773 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146628 members 
Mstep: Class 15 contains 18050 members 
Mstep: Class 16 contains 31839 members 
Mstep: Class 18 contains 65771 members 
Mstep: Class 20 contains 126031 members 
Mstep: Class 23 contains 45426 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750584.000000 Penalty: 34528.816406
Iteration 326Q: 17 clusters Score -6.475058e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146634 members 
Mstep: Class 15 contains 18050 members 
Mstep: Class 16 contains 31842 members 
Mstep: Class 18 contains 65770 members 
Mstep: Class 20 contains 126012 members 
Mstep: Class 23 contains 45436 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750596.000000 Penalty: 34528.816406
Iteration 327Q: 17 clusters Score -6.47506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46779 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146648 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 31845 members 
Mstep: Class 18 contains 65767 members 
Mstep: Class 20 contains 125993 members 
Mstep: Class 23 contains 45442 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750624.000000 Penalty: 34528.816406
Iteration 328Q: 17 clusters Score -6.475062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46784 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146666 members 
Mstep: Class 15 contains 18053 members 
Mstep: Class 16 contains 31840 members 
Mstep: Class 18 contains 65766 members 
Mstep: Class 20 contains 125969 members 
Mstep: Class 23 contains 45446 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750648.000000 Penalty: 34528.816406
Iteration 329Q: 17 clusters Score -6.475065e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46791 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146676 members 
Mstep: Class 15 contains 18055 members 
Mstep: Class 16 contains 31834 members 
Mstep: Class 18 contains 65768 members 
Mstep: Class 20 contains 125939 members 
Mstep: Class 23 contains 45449 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750676.000000 Penalty: 34528.816406
Iteration 330Q: 17 clusters Score -6.475068e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46795 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146684 members 
Mstep: Class 15 contains 18058 members 
Mstep: Class 16 contains 31838 members 
Mstep: Class 18 contains 65769 members 
Mstep: Class 20 contains 125904 members 
Mstep: Class 23 contains 45455 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750616.000000 Penalty: 34528.816406
Iteration 331Q: 17 clusters Score -6.475062e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46800 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146702 members 
Mstep: Class 15 contains 18060 members 
Mstep: Class 16 contains 31838 members 
Mstep: Class 18 contains 65771 members 
Mstep: Class 20 contains 125859 members 
Mstep: Class 23 contains 45462 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750612.000000 Penalty: 34528.816406
Iteration 332Q: 17 clusters Score -6.475061e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146711 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 16 contains 31836 members 
Mstep: Class 18 contains 65772 members 
Mstep: Class 20 contains 125820 members 
Mstep: Class 23 contains 45474 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750592.000000 Penalty: 34528.816406
Iteration 333Q: 17 clusters Score -6.475059e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46818 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146721 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 18 contains 65773 members 
Mstep: Class 20 contains 125772 members 
Mstep: Class 23 contains 45483 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750572.000000 Penalty: 34528.816406
Iteration 334Q: 17 clusters Score -6.475057e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46831 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146722 members 
Mstep: Class 15 contains 18068 members 
Mstep: Class 16 contains 31829 members 
Mstep: Class 18 contains 65779 members 
Mstep: Class 20 contains 125729 members 
Mstep: Class 23 contains 45493 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750656.000000 Penalty: 34528.816406
Iteration 335Q: 17 clusters Score -6.475066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46841 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146734 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 31823 members 
Mstep: Class 18 contains 65781 members 
Mstep: Class 20 contains 125691 members 
Mstep: Class 23 contains 45500 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750648.000000 Penalty: 34528.816406
Iteration 336Q: 17 clusters Score -6.475065e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146734 members 
Mstep: Class 15 contains 18075 members 
Mstep: Class 16 contains 31819 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 125667 members 
Mstep: Class 23 contains 45507 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750696.000000 Penalty: 34528.816406
Iteration 337Q: 17 clusters Score -6.47507e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146724 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 31822 members 
Mstep: Class 18 contains 65782 members 
Mstep: Class 20 contains 125641 members 
Mstep: Class 23 contains 45521 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750684.000000 Penalty: 34528.816406
Iteration 338Q: 17 clusters Score -6.475068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46865 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146721 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 31824 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 125617 members 
Mstep: Class 23 contains 45531 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750784.000000 Penalty: 34528.816406
Iteration 339Q: 17 clusters Score -6.475078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46874 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146713 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 31822 members 
Mstep: Class 18 contains 65780 members 
Mstep: Class 20 contains 125604 members 
Mstep: Class 23 contains 45541 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750744.000000 Penalty: 34528.816406
Iteration 340F: 17 clusters Score -6.475074e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46877 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146698 members 
Mstep: Class 15 contains 18081 members 
Mstep: Class 16 contains 31820 members 
Mstep: Class 18 contains 65782 members 
Mstep: Class 20 contains 125609 members 
Mstep: Class 23 contains 45545 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750816.000000 Penalty: 34528.816406
Iteration 341Q: 17 clusters Score -6.475082e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146696 members 
Mstep: Class 15 contains 18080 members 
Mstep: Class 16 contains 31818 members 
Mstep: Class 18 contains 65783 members 
Mstep: Class 20 contains 125605 members 
Mstep: Class 23 contains 45545 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750808.000000 Penalty: 34528.816406
Iteration 342Q: 17 clusters Score -6.475081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146693 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 31817 members 
Mstep: Class 18 contains 65785 members 
Mstep: Class 20 contains 125598 members 
Mstep: Class 23 contains 45545 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750804.000000 Penalty: 34528.816406
Iteration 343Q: 17 clusters Score -6.47508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146697 members 
Mstep: Class 15 contains 18086 members 
Mstep: Class 16 contains 31814 members 
Mstep: Class 18 contains 65786 members 
Mstep: Class 20 contains 125585 members 
Mstep: Class 23 contains 45549 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750880.000000 Penalty: 34528.816406
Iteration 344Q: 17 clusters Score -6.475088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46887 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146709 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 31813 members 
Mstep: Class 18 contains 65787 members 
Mstep: Class 20 contains 125567 members 
Mstep: Class 23 contains 45552 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750880.000000 Penalty: 34528.816406
Iteration 345Q: 17 clusters Score -6.475088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46890 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146710 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 31810 members 
Mstep: Class 18 contains 65787 members 
Mstep: Class 20 contains 125565 members 
Mstep: Class 23 contains 45553 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750844.000000 Penalty: 34528.816406
Iteration 346Q: 17 clusters Score -6.475084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146706 members 
Mstep: Class 15 contains 18090 members 
Mstep: Class 16 contains 31807 members 
Mstep: Class 18 contains 65788 members 
Mstep: Class 20 contains 125565 members 
Mstep: Class 23 contains 45553 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750868.000000 Penalty: 34528.816406
Iteration 347Q: 17 clusters Score -6.475087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46894 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146701 members 
Mstep: Class 15 contains 18091 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 18 contains 65790 members 
Mstep: Class 20 contains 125563 members 
Mstep: Class 23 contains 45553 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750880.000000 Penalty: 34528.816406
Iteration 348Q: 17 clusters Score -6.475088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146700 members 
Mstep: Class 15 contains 18092 members 
Mstep: Class 16 contains 31801 members 
Mstep: Class 18 contains 65792 members 
Mstep: Class 20 contains 125559 members 
Mstep: Class 23 contains 45554 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750888.000000 Penalty: 34528.816406
Iteration 349Q: 17 clusters Score -6.475089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46903 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146700 members 
Mstep: Class 15 contains 18091 members 
Mstep: Class 16 contains 31797 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125547 members 
Mstep: Class 23 contains 45558 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750912.000000 Penalty: 34528.816406
Iteration 350Q: 17 clusters Score -6.475091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46912 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146695 members 
Mstep: Class 15 contains 18093 members 
Mstep: Class 16 contains 31799 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125537 members 
Mstep: Class 23 contains 45560 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750892.000000 Penalty: 34528.816406
Iteration 351Q: 17 clusters Score -6.475089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46916 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146688 members 
Mstep: Class 15 contains 18095 members 
Mstep: Class 16 contains 31796 members 
Mstep: Class 18 contains 65795 members 
Mstep: Class 20 contains 125530 members 
Mstep: Class 23 contains 45565 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750892.000000 Penalty: 34528.816406
Iteration 352Q: 17 clusters Score -6.475089e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2845 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146680 members 
Mstep: Class 15 contains 18096 members 
Mstep: Class 16 contains 31797 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125524 members 
Mstep: Class 23 contains 45571 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750872.000000 Penalty: 34528.816406
Iteration 353Q: 17 clusters Score -6.475087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146671 members 
Mstep: Class 15 contains 18099 members 
Mstep: Class 16 contains 31799 members 
Mstep: Class 18 contains 65793 members 
Mstep: Class 20 contains 125513 members 
Mstep: Class 23 contains 45577 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750948.000000 Penalty: 34528.816406
Iteration 354Q: 17 clusters Score -6.475095e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146660 members 
Mstep: Class 15 contains 18101 members 
Mstep: Class 16 contains 31797 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125500 members 
Mstep: Class 23 contains 45581 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750964.000000 Penalty: 34528.816406
Iteration 355Q: 17 clusters Score -6.475096e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46922 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146649 members 
Mstep: Class 15 contains 18101 members 
Mstep: Class 16 contains 31796 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125495 members 
Mstep: Class 23 contains 45587 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751016.000000 Penalty: 34528.816406
Iteration 356Q: 17 clusters Score -6.475102e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146633 members 
Mstep: Class 15 contains 18100 members 
Mstep: Class 16 contains 31798 members 
Mstep: Class 18 contains 65794 members 
Mstep: Class 20 contains 125493 members 
Mstep: Class 23 contains 45588 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750968.000000 Penalty: 34528.816406
Iteration 357Q: 17 clusters Score -6.475097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146611 members 
Mstep: Class 15 contains 18100 members 
Mstep: Class 16 contains 31799 members 
Mstep: Class 18 contains 65795 members 
Mstep: Class 20 contains 125496 members 
Mstep: Class 23 contains 45591 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750944.000000 Penalty: 34528.816406
Iteration 358Q: 17 clusters Score -6.475094e+07 nChanged 92
Entering ConstructFrom: 
Score: -64750944.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Entering Unmasked Estep 
Score: -9638866.000000 Penalty: 1846.739990
	Iteration 0F: 2 clusters Score -9638866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -9581315.000000 Penalty: 3693.479980
	Iteration 0F: 3 clusters Score -9581315 nChanged 41081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -9604769.000000 Penalty: 3693.479980
	Iteration 1F: 3 clusters Score -9604769 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -9605240.000000 Penalty: 3693.479980
	Iteration 2Q: 3 clusters Score -9605240 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -9605709.000000 Penalty: 3693.479980
	Iteration 3Q: 3 clusters Score -9605709 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9606461.000000 Penalty: 3693.479980
	Iteration 4Q: 3 clusters Score -9606461 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -9607770.000000 Penalty: 3693.479980
	Iteration 5Q: 3 clusters Score -9607770 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -9610237.000000 Penalty: 3693.479980
	Iteration 6F: 3 clusters Score -9610237 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -9614712.000000 Penalty: 3693.479980
	Iteration 7F: 3 clusters Score -9614712 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -9621546.000000 Penalty: 3693.479980
	Iteration 8F: 3 clusters Score -9621546 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9628882.000000 Penalty: 3693.479980
	Iteration 9F: 3 clusters Score -9628882 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9633760.000000 Penalty: 3693.479980
	Iteration 10F: 3 clusters Score -9633760 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9635982.000000 Penalty: 3693.479980
	Iteration 11Q: 3 clusters Score -9635982 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9636685.000000 Penalty: 3693.479980
	Iteration 12Q: 3 clusters Score -9636685 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9636974.000000 Penalty: 3693.479980
	Iteration 13Q: 3 clusters Score -9636974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9637111.000000 Penalty: 3693.479980
	Iteration 14Q: 3 clusters Score -9637111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9637184.000000 Penalty: 3693.479980
	Iteration 15Q: 3 clusters Score -9637184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9637208.000000 Penalty: 3693.479980
	Iteration 16Q: 3 clusters Score -9637208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9637235.000000 Penalty: 3693.479980
	Iteration 17Q: 3 clusters Score -9637235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9637258.000000 Penalty: 3693.479980
	Iteration 18Q: 3 clusters Score -9637258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9637270.000000 Penalty: 3693.479980
	Iteration 19Q: 3 clusters Score -9637270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9637281.000000 Penalty: 3693.479980
	Iteration 20F: 3 clusters Score -9637281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9637296.000000 Penalty: 3693.479980
	Iteration 21Q: 3 clusters Score -9637296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9637300.000000 Penalty: 3693.479980
	Iteration 22Q: 3 clusters Score -9637300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9637308.000000 Penalty: 3693.479980
	Iteration 23Q: 3 clusters Score -9637308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9637305.000000 Penalty: 3693.479980
	Iteration 24Q: 3 clusters Score -9637305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9637305.000000 Penalty: 3693.479980
	Iteration 25F: 3 clusters Score -9637305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -132740.234375 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -132740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131166.312500 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -131166.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131458.000000 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -131458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131520.812500 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -131520.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131539.546875 Penalty: 2306.434326
	Iteration 3Q: 3 clusters Score -131539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131548.343750 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -131548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -131552.937500 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -131552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131555.812500 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -131555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131558.671875 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -131558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131562.953125 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -131563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131565.265625 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -131565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -131566.046875 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -131566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131568.328125 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -131568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131571.765625 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -131571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131571.765625 Penalty: 2306.434326
	Iteration 13F: 3 clusters Score -131571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -546151.312500 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -546151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -542259.562500 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -542259.6 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -543316.000000 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -543316 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -543473.125000 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -543473.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -543555.062500 Penalty: 2761.853516
	Iteration 3Q: 3 clusters Score -543555.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -543622.187500 Penalty: 2761.853516
	Iteration 4Q: 3 clusters Score -543622.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -543687.437500 Penalty: 2761.853516
	Iteration 5Q: 3 clusters Score -543687.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -543739.500000 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -543739.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -543780.625000 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -543780.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -543823.687500 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -543823.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -543855.437500 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -543855.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -543893.312500 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -543893.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -543935.000000 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -543935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -543981.250000 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -543981.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -544034.312500 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -544034.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -544105.687500 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -544105.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -544197.687500 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -544197.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -544294.062500 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -544294.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -544399.437500 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -544399.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -544514.875000 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -544514.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -544607.250000 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -544607.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -544678.062500 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -544678.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -544723.062500 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -544723.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -544761.312500 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -544761.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -544789.125000 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -544789.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -544818.500000 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -544818.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -544840.375000 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -544840.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -544858.125000 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -544858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -544878.500000 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -544878.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -544893.812500 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -544893.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -544906.750000 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -544906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -544915.062500 Penalty: 2761.853516
	Iteration 30Q: 3 clusters Score -544915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -544922.875000 Penalty: 2761.853516
	Iteration 31Q: 3 clusters Score -544922.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -544930.562500 Penalty: 2761.853516
	Iteration 32Q: 3 clusters Score -544930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -544936.625000 Penalty: 2761.853516
	Iteration 33Q: 3 clusters Score -544936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -544939.375000 Penalty: 2761.853516
	Iteration 34Q: 3 clusters Score -544939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -544940.000000 Penalty: 2761.853516
	Iteration 35Q: 3 clusters Score -544940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -544940.000000 Penalty: 2761.853516
	Iteration 36F: 3 clusters Score -544940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -538212.062500 Penalty: 1384.595337
	Iteration 0F: 2 clusters Score -538212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -534196.500000 Penalty: 2769.190674
	Iteration 0F: 3 clusters Score -534196.5 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -535585.375000 Penalty: 2769.190674
	Iteration 1F: 3 clusters Score -535585.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -536134.187500 Penalty: 2769.190674
	Iteration 2F: 3 clusters Score -536134.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -536721.500000 Penalty: 2769.190674
	Iteration 3F: 3 clusters Score -536721.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -537123.625000 Penalty: 2769.190674
	Iteration 4F: 3 clusters Score -537123.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -537407.000000 Penalty: 2769.190674
	Iteration 5F: 3 clusters Score -537407 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -537564.625000 Penalty: 2769.190674
	Iteration 6Q: 3 clusters Score -537564.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -537660.312500 Penalty: 2769.190674
	Iteration 7Q: 3 clusters Score -537660.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -537712.250000 Penalty: 2769.190674
	Iteration 8Q: 3 clusters Score -537712.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -537747.125000 Penalty: 2769.190674
	Iteration 9Q: 3 clusters Score -537747.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -537764.562500 Penalty: 2769.190674
	Iteration 10Q: 3 clusters Score -537764.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -537774.437500 Penalty: 2769.190674
	Iteration 11Q: 3 clusters Score -537774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -537779.625000 Penalty: 2769.190674
	Iteration 12Q: 3 clusters Score -537779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -537784.500000 Penalty: 2769.190674
	Iteration 13Q: 3 clusters Score -537784.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -537786.000000 Penalty: 2769.190674
	Iteration 14Q: 3 clusters Score -537786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -537786.625000 Penalty: 2769.190674
	Iteration 15Q: 3 clusters Score -537786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -537788.062500 Penalty: 2769.190674
	Iteration 16Q: 3 clusters Score -537788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -537788.312500 Penalty: 2769.190674
	Iteration 17Q: 3 clusters Score -537788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -537788.062500 Penalty: 2769.190674
	Iteration 18Q: 3 clusters Score -537788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -537788.687500 Penalty: 2769.190674
	Iteration 19Q: 3 clusters Score -537788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -537789.937500 Penalty: 2769.190674
	Iteration 20F: 3 clusters Score -537789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -537790.250000 Penalty: 2769.190674
	Iteration 21Q: 3 clusters Score -537790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -537789.875000 Penalty: 2769.190674
	Iteration 22Q: 3 clusters Score -537789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -537790.750000 Penalty: 2769.190674
	Iteration 23Q: 3 clusters Score -537790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -537790.750000 Penalty: 2769.190674
	Iteration 24F: 3 clusters Score -537790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -42134.726562 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -42134.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41129.007812 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -41129.01 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41289.308594 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -41289.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41332.066406 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -41332.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41355.308594 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -41355.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41372.511719 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -41372.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41382.992188 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -41382.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41388.644531 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -41388.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41393.570312 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -41393.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41394.445312 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -41394.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41394.445312 Penalty: 1952.864380
	Iteration 9F: 3 clusters Score -41394.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Entering Unmasked Estep 
Score: -5341198.500000 Penalty: 1747.882324
	Iteration 0F: 2 clusters Score -5341198 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 23340 members 
Entering Unmasked Estep 
Score: -5309716.000000 Penalty: 3495.764648
	Iteration 0F: 3 clusters Score -5309716 nChanged 22064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5322104.500000 Penalty: 3495.764648
	Iteration 1F: 3 clusters Score -5322104 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5322691.000000 Penalty: 3495.764648
	Iteration 2Q: 3 clusters Score -5322691 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5323499.500000 Penalty: 3495.764648
	Iteration 3Q: 3 clusters Score -5323500 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -5324778.500000 Penalty: 3495.764648
	Iteration 4F: 3 clusters Score -5324778 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5326847.500000 Penalty: 3495.764648
	Iteration 5F: 3 clusters Score -5326848 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5329654.000000 Penalty: 3495.764648
	Iteration 6F: 3 clusters Score -5329654 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -5332999.000000 Penalty: 3495.764648
	Iteration 7F: 3 clusters Score -5332999 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5335884.000000 Penalty: 3495.764648
	Iteration 8F: 3 clusters Score -5335884 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5337754.500000 Penalty: 3495.764648
	Iteration 9Q: 3 clusters Score -5337754 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5338712.500000 Penalty: 3495.764648
	Iteration 10Q: 3 clusters Score -5338712 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5339182.000000 Penalty: 3495.764648
	Iteration 11Q: 3 clusters Score -5339182 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5339422.000000 Penalty: 3495.764648
	Iteration 12Q: 3 clusters Score -5339422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5339532.000000 Penalty: 3495.764648
	Iteration 13Q: 3 clusters Score -5339532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5339581.500000 Penalty: 3495.764648
	Iteration 14Q: 3 clusters Score -5339582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5339620.000000 Penalty: 3495.764648
	Iteration 15Q: 3 clusters Score -5339620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5339641.500000 Penalty: 3495.764648
	Iteration 16Q: 3 clusters Score -5339642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5339669.000000 Penalty: 3495.764648
	Iteration 17Q: 3 clusters Score -5339669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5339691.500000 Penalty: 3495.764648
	Iteration 18Q: 3 clusters Score -5339692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5339707.500000 Penalty: 3495.764648
	Iteration 19Q: 3 clusters Score -5339708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5339717.500000 Penalty: 3495.764648
	Iteration 20F: 3 clusters Score -5339718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5339726.000000 Penalty: 3495.764648
	Iteration 21Q: 3 clusters Score -5339726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5339734.500000 Penalty: 3495.764648
	Iteration 22Q: 3 clusters Score -5339734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5339744.500000 Penalty: 3495.764648
	Iteration 23Q: 3 clusters Score -5339744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5339749.000000 Penalty: 3495.764648
	Iteration 24Q: 3 clusters Score -5339749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5339750.500000 Penalty: 3495.764648
	Iteration 25Q: 3 clusters Score -5339750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5339750.500000 Penalty: 3495.764648
	Iteration 26Q: 3 clusters Score -5339750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5339756.000000 Penalty: 3495.764648
	Iteration 27Q: 3 clusters Score -5339756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5339759.000000 Penalty: 3495.764648
	Iteration 28Q: 3 clusters Score -5339759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5339755.500000 Penalty: 3495.764648
	Iteration 29Q: 3 clusters Score -5339756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5339763.500000 Penalty: 3495.764648
	Iteration 30Q: 3 clusters Score -5339764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5339769.000000 Penalty: 3495.764648
	Iteration 31Q: 3 clusters Score -5339769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5339765.000000 Penalty: 3495.764648
	Iteration 32Q: 3 clusters Score -5339765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5339769.000000 Penalty: 3495.764648
	Iteration 33Q: 3 clusters Score -5339769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5339770.000000 Penalty: 3495.764648
	Iteration 34Q: 3 clusters Score -5339770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5339767.000000 Penalty: 3495.764648
	Iteration 35Q: 3 clusters Score -5339767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5339766.000000 Penalty: 3495.764648
	Iteration 36Q: 3 clusters Score -5339766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5339768.000000 Penalty: 3495.764648
	Iteration 37Q: 3 clusters Score -5339768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5339770.000000 Penalty: 3495.764648
	Iteration 38Q: 3 clusters Score -5339770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5339770.000000 Penalty: 3495.764648
	Iteration 39F: 3 clusters Score -5339770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -13822.531250 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -13822.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13253.734375 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -13253.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13369.504883 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -13369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13388.740234 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -13388.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13390.384766 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -13390.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13391.171875 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -13391.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13394.161133 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -13394.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13394.161133 Penalty: 1672.935669
	Iteration 6F: 3 clusters Score -13394.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -333032.875000 Penalty: 1296.531250
	Iteration 0F: 2 clusters Score -333032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -330314.156250 Penalty: 2593.062500
	Iteration 0F: 3 clusters Score -330314.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330940.218750 Penalty: 2593.062500
	Iteration 1F: 3 clusters Score -330940.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -331060.718750 Penalty: 2593.062500
	Iteration 2F: 3 clusters Score -331060.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -331134.281250 Penalty: 2593.062500
	Iteration 3Q: 3 clusters Score -331134.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -331183.125000 Penalty: 2593.062500
	Iteration 4Q: 3 clusters Score -331183.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331216.437500 Penalty: 2593.062500
	Iteration 5Q: 3 clusters Score -331216.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -331237.218750 Penalty: 2593.062500
	Iteration 6Q: 3 clusters Score -331237.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331256.312500 Penalty: 2593.062500
	Iteration 7Q: 3 clusters Score -331256.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -331271.031250 Penalty: 2593.062500
	Iteration 8Q: 3 clusters Score -331271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -331282.343750 Penalty: 2593.062500
	Iteration 9Q: 3 clusters Score -331282.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -331291.281250 Penalty: 2593.062500
	Iteration 10Q: 3 clusters Score -331291.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -331298.875000 Penalty: 2593.062500
	Iteration 11Q: 3 clusters Score -331298.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -331302.718750 Penalty: 2593.062500
	Iteration 12Q: 3 clusters Score -331302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -331306.093750 Penalty: 2593.062500
	Iteration 13Q: 3 clusters Score -331306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -331309.093750 Penalty: 2593.062500
	Iteration 14Q: 3 clusters Score -331309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -331313.375000 Penalty: 2593.062500
	Iteration 15Q: 3 clusters Score -331313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -331319.656250 Penalty: 2593.062500
	Iteration 16Q: 3 clusters Score -331319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -331326.218750 Penalty: 2593.062500
	Iteration 17Q: 3 clusters Score -331326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -331330.843750 Penalty: 2593.062500
	Iteration 18Q: 3 clusters Score -331330.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331335.843750 Penalty: 2593.062500
	Iteration 19Q: 3 clusters Score -331335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -331337.406250 Penalty: 2593.062500
	Iteration 20F: 3 clusters Score -331337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -331339.531250 Penalty: 2593.062500
	Iteration 21Q: 3 clusters Score -331339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -331340.906250 Penalty: 2593.062500
	Iteration 22Q: 3 clusters Score -331340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -331342.843750 Penalty: 2593.062500
	Iteration 23Q: 3 clusters Score -331342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -331343.562500 Penalty: 2593.062500
	Iteration 24Q: 3 clusters Score -331343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -331345.031250 Penalty: 2593.062500
	Iteration 25Q: 3 clusters Score -331345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -331345.718750 Penalty: 2593.062500
	Iteration 26Q: 3 clusters Score -331345.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -331347.281250 Penalty: 2593.062500
	Iteration 27Q: 3 clusters Score -331347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -331349.656250 Penalty: 2593.062500
	Iteration 28Q: 3 clusters Score -331349.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -331353.000000 Penalty: 2593.062500
	Iteration 29Q: 3 clusters Score -331353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -331356.312500 Penalty: 2593.062500
	Iteration 30Q: 3 clusters Score -331356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -331360.843750 Penalty: 2593.062500
	Iteration 31Q: 3 clusters Score -331360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -331364.718750 Penalty: 2593.062500
	Iteration 32Q: 3 clusters Score -331364.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -331369.312500 Penalty: 2593.062500
	Iteration 33Q: 3 clusters Score -331369.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -331373.656250 Penalty: 2593.062500
	Iteration 34Q: 3 clusters Score -331373.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331376.062500 Penalty: 2593.062500
	Iteration 35Q: 3 clusters Score -331376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -331381.250000 Penalty: 2593.062500
	Iteration 36Q: 3 clusters Score -331381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -331385.656250 Penalty: 2593.062500
	Iteration 37Q: 3 clusters Score -331385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -331393.500000 Penalty: 2593.062500
	Iteration 38Q: 3 clusters Score -331393.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -331399.656250 Penalty: 2593.062500
	Iteration 39Q: 3 clusters Score -331399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -331403.062500 Penalty: 2593.062500
	Iteration 40F: 3 clusters Score -331403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -331405.968750 Penalty: 2593.062500
	Iteration 41Q: 3 clusters Score -331406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -331410.437500 Penalty: 2593.062500
	Iteration 42Q: 3 clusters Score -331410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -331414.250000 Penalty: 2593.062500
	Iteration 43Q: 3 clusters Score -331414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -331419.406250 Penalty: 2593.062500
	Iteration 44Q: 3 clusters Score -331419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -331425.218750 Penalty: 2593.062500
	Iteration 45Q: 3 clusters Score -331425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -331436.593750 Penalty: 2593.062500
	Iteration 46Q: 3 clusters Score -331436.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -331445.906250 Penalty: 2593.062500
	Iteration 47Q: 3 clusters Score -331445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -331453.843750 Penalty: 2593.062500
	Iteration 48Q: 3 clusters Score -331453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -331462.718750 Penalty: 2593.062500
	Iteration 49Q: 3 clusters Score -331462.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -331472.218750 Penalty: 2593.062500
	Iteration 50Q: 3 clusters Score -331472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -331478.500000 Penalty: 2593.062500
	Iteration 51Q: 3 clusters Score -331478.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -331483.687500 Penalty: 2593.062500
	Iteration 52Q: 3 clusters Score -331483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -331487.406250 Penalty: 2593.062500
	Iteration 53Q: 3 clusters Score -331487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -331490.218750 Penalty: 2593.062500
	Iteration 54Q: 3 clusters Score -331490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -331495.875000 Penalty: 2593.062500
	Iteration 55Q: 3 clusters Score -331495.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -331502.062500 Penalty: 2593.062500
	Iteration 56Q: 3 clusters Score -331502.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -331506.187500 Penalty: 2593.062500
	Iteration 57Q: 3 clusters Score -331506.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -331511.875000 Penalty: 2593.062500
	Iteration 58Q: 3 clusters Score -331511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -331519.281250 Penalty: 2593.062500
	Iteration 59Q: 3 clusters Score -331519.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -331526.531250 Penalty: 2593.062500
	Iteration 60F: 3 clusters Score -331526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -331535.843750 Penalty: 2593.062500
	Iteration 61Q: 3 clusters Score -331535.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -331545.968750 Penalty: 2593.062500
	Iteration 62Q: 3 clusters Score -331546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -331557.750000 Penalty: 2593.062500
	Iteration 63Q: 3 clusters Score -331557.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -331568.937500 Penalty: 2593.062500
	Iteration 64Q: 3 clusters Score -331568.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -331580.375000 Penalty: 2593.062500
	Iteration 65Q: 3 clusters Score -331580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -331590.906250 Penalty: 2593.062500
	Iteration 66Q: 3 clusters Score -331590.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -331604.468750 Penalty: 2593.062500
	Iteration 67Q: 3 clusters Score -331604.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -331620.218750 Penalty: 2593.062500
	Iteration 68Q: 3 clusters Score -331620.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -331638.250000 Penalty: 2593.062500
	Iteration 69Q: 3 clusters Score -331638.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -331651.968750 Penalty: 2593.062500
	Iteration 70Q: 3 clusters Score -331652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -331664.406250 Penalty: 2593.062500
	Iteration 71Q: 3 clusters Score -331664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -331676.281250 Penalty: 2593.062500
	Iteration 72Q: 3 clusters Score -331676.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -331696.406250 Penalty: 2593.062500
	Iteration 73Q: 3 clusters Score -331696.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -331715.375000 Penalty: 2593.062500
	Iteration 74Q: 3 clusters Score -331715.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -331734.531250 Penalty: 2593.062500
	Iteration 75Q: 3 clusters Score -331734.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -331747.031250 Penalty: 2593.062500
	Iteration 76Q: 3 clusters Score -331747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -331758.531250 Penalty: 2593.062500
	Iteration 77Q: 3 clusters Score -331758.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -331771.187500 Penalty: 2593.062500
	Iteration 78Q: 3 clusters Score -331771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -331782.000000 Penalty: 2593.062500
	Iteration 79Q: 3 clusters Score -331782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -331791.187500 Penalty: 2593.062500
	Iteration 80F: 3 clusters Score -331791.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -331798.875000 Penalty: 2593.062500
	Iteration 81Q: 3 clusters Score -331798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -331805.718750 Penalty: 2593.062500
	Iteration 82Q: 3 clusters Score -331805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -331808.750000 Penalty: 2593.062500
	Iteration 83Q: 3 clusters Score -331808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -331809.718750 Penalty: 2593.062500
	Iteration 84Q: 3 clusters Score -331809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -331811.843750 Penalty: 2593.062500
	Iteration 85Q: 3 clusters Score -331811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -331812.031250 Penalty: 2593.062500
	Iteration 86Q: 3 clusters Score -331812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -331812.687500 Penalty: 2593.062500
	Iteration 87Q: 3 clusters Score -331812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -331812.687500 Penalty: 2593.062500
	Iteration 88F: 3 clusters Score -331812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -245862.421875 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -245862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243587.656250 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -243587.7 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -244104.546875 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -244104.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -244221.140625 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -244221.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -244303.796875 Penalty: 2512.877441
	Iteration 3Q: 3 clusters Score -244303.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -244367.218750 Penalty: 2512.877441
	Iteration 4Q: 3 clusters Score -244367.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244427.937500 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -244427.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -244483.171875 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -244483.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -244518.906250 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -244518.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -244541.046875 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -244541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -244560.890625 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -244560.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -244585.718750 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -244585.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244614.515625 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -244614.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -244632.078125 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -244632.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244661.890625 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -244661.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -244694.000000 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -244694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244726.750000 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -244726.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244756.984375 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -244757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244785.562500 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -244785.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -244820.156250 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -244820.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244854.734375 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -244854.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244888.750000 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -244888.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244941.140625 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -244941.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -244991.250000 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -244991.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -245065.015625 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -245065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -245168.515625 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -245168.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -245286.812500 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -245286.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -245432.468750 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -245432.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -245548.375000 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -245548.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -245655.125000 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -245655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -245717.484375 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -245717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -245737.906250 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -245737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -245757.625000 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -245757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -245765.906250 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -245765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245769.828125 Penalty: 2512.877441
	Iteration 33Q: 3 clusters Score -245769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -245772.406250 Penalty: 2512.877441
	Iteration 34Q: 3 clusters Score -245772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -245773.515625 Penalty: 2512.877441
	Iteration 35Q: 3 clusters Score -245773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -245774.062500 Penalty: 2512.877441
	Iteration 36Q: 3 clusters Score -245774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -245774.062500 Penalty: 2512.877441
	Iteration 37F: 3 clusters Score -245774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Entering Unmasked Estep 
Score: -16537174.000000 Penalty: 1933.013794
	Iteration 0F: 2 clusters Score -1.653717e+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 73310 members 
Entering Unmasked Estep 
Score: -16441441.000000 Penalty: 3866.027588
	Iteration 0F: 3 clusters Score -1.644144e+07 nChanged 70942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -16482396.000000 Penalty: 3866.027588
	Iteration 1F: 3 clusters Score -1.64824e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -16483185.000000 Penalty: 3866.027588
	Iteration 2Q: 3 clusters Score -1.648318e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -16484027.000000 Penalty: 3866.027588
	Iteration 3Q: 3 clusters Score -1.648403e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -16484940.000000 Penalty: 3866.027588
	Iteration 4Q: 3 clusters Score -1.648494e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -16486348.000000 Penalty: 3866.027588
	Iteration 5Q: 3 clusters Score -1.648635e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -16488195.000000 Penalty: 3866.027588
	Iteration 6Q: 3 clusters Score -1.64882e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -16491090.000000 Penalty: 3866.027588
	Iteration 7Q: 3 clusters Score -1.649109e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -16495593.000000 Penalty: 3866.027588
	Iteration 8F: 3 clusters Score -1.649559e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -16501694.000000 Penalty: 3866.027588
	Iteration 9F: 3 clusters Score -1.650169e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -16508848.000000 Penalty: 3866.027588
	Iteration 10F: 3 clusters Score -1.650885e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -16514947.000000 Penalty: 3866.027588
	Iteration 11F: 3 clusters Score -1.651495e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -16518019.000000 Penalty: 3866.027588
	Iteration 12Q: 3 clusters Score -1.651802e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -16519264.000000 Penalty: 3866.027588
	Iteration 13Q: 3 clusters Score -1.651926e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -16519941.000000 Penalty: 3866.027588
	Iteration 14Q: 3 clusters Score -1.651994e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -16520477.000000 Penalty: 3866.027588
	Iteration 15Q: 3 clusters Score -1.652048e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -16520975.000000 Penalty: 3866.027588
	Iteration 16Q: 3 clusters Score -1.652098e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -16521489.000000 Penalty: 3866.027588
	Iteration 17Q: 3 clusters Score -1.652149e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -16522082.000000 Penalty: 3866.027588
	Iteration 18Q: 3 clusters Score -1.652208e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -16522621.000000 Penalty: 3866.027588
	Iteration 19Q: 3 clusters Score -1.652262e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -16523170.000000 Penalty: 3866.027588
	Iteration 20F: 3 clusters Score -1.652317e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -16523692.000000 Penalty: 3866.027588
	Iteration 21Q: 3 clusters Score -1.652369e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -16524159.000000 Penalty: 3866.027588
	Iteration 22Q: 3 clusters Score -1.652416e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -16524706.000000 Penalty: 3866.027588
	Iteration 23Q: 3 clusters Score -1.652471e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -16525201.000000 Penalty: 3866.027588
	Iteration 24Q: 3 clusters Score -1.65252e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -16525908.000000 Penalty: 3866.027588
	Iteration 25Q: 3 clusters Score -1.652591e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -16526631.000000 Penalty: 3866.027588
	Iteration 26Q: 3 clusters Score -1.652663e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -16527319.000000 Penalty: 3866.027588
	Iteration 27Q: 3 clusters Score -1.652732e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -16527928.000000 Penalty: 3866.027588
	Iteration 28Q: 3 clusters Score -1.652793e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -16528481.000000 Penalty: 3866.027588
	Iteration 29Q: 3 clusters Score -1.652848e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -16528964.000000 Penalty: 3866.027588
	Iteration 30Q: 3 clusters Score -1.652896e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -16529456.000000 Penalty: 3866.027588
	Iteration 31Q: 3 clusters Score -1.652946e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -16529905.000000 Penalty: 3866.027588
	Iteration 32Q: 3 clusters Score -1.65299e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -16530462.000000 Penalty: 3866.027588
	Iteration 33Q: 3 clusters Score -1.653046e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -16530837.000000 Penalty: 3866.027588
	Iteration 34Q: 3 clusters Score -1.653084e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -16531127.000000 Penalty: 3866.027588
	Iteration 35Q: 3 clusters Score -1.653113e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -16531434.000000 Penalty: 3866.027588
	Iteration 36Q: 3 clusters Score -1.653143e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -16531685.000000 Penalty: 3866.027588
	Iteration 37Q: 3 clusters Score -1.653168e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -16531859.000000 Penalty: 3866.027588
	Iteration 38Q: 3 clusters Score -1.653186e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -16532132.000000 Penalty: 3866.027588
	Iteration 39Q: 3 clusters Score -1.653213e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -16532339.000000 Penalty: 3866.027588
	Iteration 40F: 3 clusters Score -1.653234e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
Score: -16532554.000000 Penalty: 3866.027588
	Iteration 41Q: 3 clusters Score -1.653255e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -16532736.000000 Penalty: 3866.027588
	Iteration 42Q: 3 clusters Score -1.653274e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -16532858.000000 Penalty: 3866.027588
	Iteration 43Q: 3 clusters Score -1.653286e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -16532991.000000 Penalty: 3866.027588
	Iteration 44Q: 3 clusters Score -1.653299e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -16533113.000000 Penalty: 3866.027588
	Iteration 45Q: 3 clusters Score -1.653311e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -16533243.000000 Penalty: 3866.027588
	Iteration 46Q: 3 clusters Score -1.653324e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -16533389.000000 Penalty: 3866.027588
	Iteration 47Q: 3 clusters Score -1.653339e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -16533485.000000 Penalty: 3866.027588
	Iteration 48Q: 3 clusters Score -1.653348e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -16533568.000000 Penalty: 3866.027588
	Iteration 49Q: 3 clusters Score -1.653357e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -16533677.000000 Penalty: 3866.027588
	Iteration 50Q: 3 clusters Score -1.653368e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -16533793.000000 Penalty: 3866.027588
	Iteration 51Q: 3 clusters Score -1.653379e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -16533910.000000 Penalty: 3866.027588
	Iteration 52Q: 3 clusters Score -1.653391e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -16534007.000000 Penalty: 3866.027588
	Iteration 53Q: 3 clusters Score -1.653401e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -16534076.000000 Penalty: 3866.027588
	Iteration 54Q: 3 clusters Score -1.653408e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -16534139.000000 Penalty: 3866.027588
	Iteration 55Q: 3 clusters Score -1.653414e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 119236 members 
Entering Unmasked Estep 
Score: -16534184.000000 Penalty: 3866.027588
	Iteration 56Q: 3 clusters Score -1.653418e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -16534212.000000 Penalty: 3866.027588
	Iteration 57Q: 3 clusters Score -1.653421e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -16534293.000000 Penalty: 3866.027588
	Iteration 58Q: 3 clusters Score -1.653429e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -16534303.000000 Penalty: 3866.027588
	Iteration 59Q: 3 clusters Score -1.65343e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -16534281.000000 Penalty: 3866.027588
	Iteration 60F: 3 clusters Score -1.653428e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 121781 members 
Entering Unmasked Estep 
Score: -16534383.000000 Penalty: 3866.027588
	Iteration 61Q: 3 clusters Score -1.653438e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 122264 members 
Entering Unmasked Estep 
Score: -16534372.000000 Penalty: 3866.027588
	Iteration 62Q: 3 clusters Score -1.653437e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -16534411.000000 Penalty: 3866.027588
	Iteration 63Q: 3 clusters Score -1.653441e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -16534429.000000 Penalty: 3866.027588
	Iteration 64Q: 3 clusters Score -1.653443e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -16534483.000000 Penalty: 3866.027588
	Iteration 65Q: 3 clusters Score -1.653448e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -16534494.000000 Penalty: 3866.027588
	Iteration 66Q: 3 clusters Score -1.653449e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -16534504.000000 Penalty: 3866.027588
	Iteration 67Q: 3 clusters Score -1.65345e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -16534563.000000 Penalty: 3866.027588
	Iteration 68Q: 3 clusters Score -1.653456e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -16534610.000000 Penalty: 3866.027588
	Iteration 69Q: 3 clusters Score -1.653461e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -16534631.000000 Penalty: 3866.027588
	Iteration 70Q: 3 clusters Score -1.653463e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -16534669.000000 Penalty: 3866.027588
	Iteration 71Q: 3 clusters Score -1.653467e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -16534694.000000 Penalty: 3866.027588
	Iteration 72Q: 3 clusters Score -1.653469e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -16534745.000000 Penalty: 3866.027588
	Iteration 73Q: 3 clusters Score -1.653474e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -16534768.000000 Penalty: 3866.027588
	Iteration 74Q: 3 clusters Score -1.653477e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 127917 members 
Entering Unmasked Estep 
Score: -16534787.000000 Penalty: 3866.027588
	Iteration 75Q: 3 clusters Score -1.653479e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -16534808.000000 Penalty: 3866.027588
	Iteration 76Q: 3 clusters Score -1.653481e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -16534910.000000 Penalty: 3866.027588
	Iteration 77Q: 3 clusters Score -1.653491e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -16534947.000000 Penalty: 3866.027588
	Iteration 78Q: 3 clusters Score -1.653495e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -16534962.000000 Penalty: 3866.027588
	Iteration 79Q: 3 clusters Score -1.653496e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 130113 members 
Entering Unmasked Estep 
Score: -16535060.000000 Penalty: 3866.027588
	Iteration 80F: 3 clusters Score -1.653506e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -16535096.000000 Penalty: 3866.027588
	Iteration 81Q: 3 clusters Score -1.65351e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -16535119.000000 Penalty: 3866.027588
	Iteration 82Q: 3 clusters Score -1.653512e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -16535203.000000 Penalty: 3866.027588
	Iteration 83Q: 3 clusters Score -1.65352e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -16535256.000000 Penalty: 3866.027588
	Iteration 84Q: 3 clusters Score -1.653526e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 132284 members 
Entering Unmasked Estep 
Score: -16535284.000000 Penalty: 3866.027588
	Iteration 85Q: 3 clusters Score -1.653528e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -16535307.000000 Penalty: 3866.027588
	Iteration 86Q: 3 clusters Score -1.653531e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 133089 members 
Entering Unmasked Estep 
Score: -16535343.000000 Penalty: 3866.027588
	Iteration 87Q: 3 clusters Score -1.653534e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 133462 members 
Entering Unmasked Estep 
Score: -16535399.000000 Penalty: 3866.027588
	Iteration 88Q: 3 clusters Score -1.65354e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 133819 members 
Entering Unmasked Estep 
Score: -16535433.000000 Penalty: 3866.027588
	Iteration 89Q: 3 clusters Score -1.653543e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 134193 members 
Entering Unmasked Estep 
Score: -16535427.000000 Penalty: 3866.027588
	Iteration 90Q: 3 clusters Score -1.653543e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -16535493.000000 Penalty: 3866.027588
	Iteration 91Q: 3 clusters Score -1.653549e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -16535532.000000 Penalty: 3866.027588
	Iteration 92Q: 3 clusters Score -1.653553e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -16535579.000000 Penalty: 3866.027588
	Iteration 93Q: 3 clusters Score -1.653558e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 135676 members 
Entering Unmasked Estep 
Score: -16535614.000000 Penalty: 3866.027588
	Iteration 94Q: 3 clusters Score -1.653561e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
Score: -16535613.000000 Penalty: 3866.027588
	Iteration 95Q: 3 clusters Score -1.653561e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 136350 members 
Entering Unmasked Estep 
Score: -16535641.000000 Penalty: 3866.027588
	Iteration 96Q: 3 clusters Score -1.653564e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 136652 members 
Entering Unmasked Estep 
Score: -16535678.000000 Penalty: 3866.027588
	Iteration 97Q: 3 clusters Score -1.653568e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -16535714.000000 Penalty: 3866.027588
	Iteration 98Q: 3 clusters Score -1.653571e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 137203 members 
Entering Unmasked Estep 
Score: -16535756.000000 Penalty: 3866.027588
	Iteration 99Q: 3 clusters Score -1.653576e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -16535796.000000 Penalty: 3866.027588
	Iteration 100F: 3 clusters Score -1.65358e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 137692 members 
Entering Unmasked Estep 
Score: -16535790.000000 Penalty: 3866.027588
	Iteration 101Q: 3 clusters Score -1.653579e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -16535824.000000 Penalty: 3866.027588
	Iteration 102Q: 3 clusters Score -1.653582e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -16535825.000000 Penalty: 3866.027588
	Iteration 103Q: 3 clusters Score -1.653582e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -16535852.000000 Penalty: 3866.027588
	Iteration 104Q: 3 clusters Score -1.653585e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -16535832.000000 Penalty: 3866.027588
	Iteration 105Q: 3 clusters Score -1.653583e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 138729 members 
Entering Unmasked Estep 
Score: -16535850.000000 Penalty: 3866.027588
	Iteration 106Q: 3 clusters Score -1.653585e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -16535868.000000 Penalty: 3866.027588
	Iteration 107Q: 3 clusters Score -1.653587e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -16535896.000000 Penalty: 3866.027588
	Iteration 108Q: 3 clusters Score -1.65359e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -16535931.000000 Penalty: 3866.027588
	Iteration 109Q: 3 clusters Score -1.653593e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 139489 members 
Entering Unmasked Estep 
Score: -16535937.000000 Penalty: 3866.027588
	Iteration 110Q: 3 clusters Score -1.653594e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 139681 members 
Entering Unmasked Estep 
Score: -16535962.000000 Penalty: 3866.027588
	Iteration 111Q: 3 clusters Score -1.653596e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 139861 members 
Entering Unmasked Estep 
Score: -16535974.000000 Penalty: 3866.027588
	Iteration 112Q: 3 clusters Score -1.653597e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 140048 members 
Entering Unmasked Estep 
Score: -16536027.000000 Penalty: 3866.027588
	Iteration 113Q: 3 clusters Score -1.653603e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -16536094.000000 Penalty: 3866.027588
	Iteration 114Q: 3 clusters Score -1.653609e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 140363 members 
Entering Unmasked Estep 
Score: -16536076.000000 Penalty: 3866.027588
	Iteration 115Q: 3 clusters Score -1.653608e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -16536097.000000 Penalty: 3866.027588
	Iteration 116Q: 3 clusters Score -1.65361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -16536090.000000 Penalty: 3866.027588
	Iteration 117Q: 3 clusters Score -1.653609e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -16536144.000000 Penalty: 3866.027588
	Iteration 118Q: 3 clusters Score -1.653614e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
Score: -16536158.000000 Penalty: 3866.027588
	Iteration 119Q: 3 clusters Score -1.653616e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -16536167.000000 Penalty: 3866.027588
	Iteration 120F: 3 clusters Score -1.653617e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -16536171.000000 Penalty: 3866.027588
	Iteration 121Q: 3 clusters Score -1.653617e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -16536159.000000 Penalty: 3866.027588
	Iteration 122Q: 3 clusters Score -1.653616e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 141131 members 
Entering Unmasked Estep 
Score: -16536194.000000 Penalty: 3866.027588
	Iteration 123Q: 3 clusters Score -1.653619e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -16536192.000000 Penalty: 3866.027588
	Iteration 124Q: 3 clusters Score -1.653619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -16536181.000000 Penalty: 3866.027588
	Iteration 125Q: 3 clusters Score -1.653618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 141284 members 
Entering Unmasked Estep 
Score: -16536195.000000 Penalty: 3866.027588
	Iteration 126Q: 3 clusters Score -1.65362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -16536195.000000 Penalty: 3866.027588
	Iteration 127Q: 3 clusters Score -1.65362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 141357 members 
Entering Unmasked Estep 
Score: -16536196.000000 Penalty: 3866.027588
	Iteration 128Q: 3 clusters Score -1.65362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -16536195.000000 Penalty: 3866.027588
	Iteration 129Q: 3 clusters Score -1.65362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -16536201.000000 Penalty: 3866.027588
	Iteration 130Q: 3 clusters Score -1.65362e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -16536216.000000 Penalty: 3866.027588
	Iteration 131Q: 3 clusters Score -1.653622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 141557 members 
Entering Unmasked Estep 
Score: -16536219.000000 Penalty: 3866.027588
	Iteration 132Q: 3 clusters Score -1.653622e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -16536213.000000 Penalty: 3866.027588
	Iteration 133Q: 3 clusters Score -1.653621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
Score: -16536225.000000 Penalty: 3866.027588
	Iteration 134Q: 3 clusters Score -1.653622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 141735 members 
Entering Unmasked Estep 
Score: -16536240.000000 Penalty: 3866.027588
	Iteration 135Q: 3 clusters Score -1.653624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 141778 members 
Entering Unmasked Estep 
Score: -16536237.000000 Penalty: 3866.027588
	Iteration 136Q: 3 clusters Score -1.653624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -16536264.000000 Penalty: 3866.027588
	Iteration 137Q: 3 clusters Score -1.653626e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -16536253.000000 Penalty: 3866.027588
	Iteration 138Q: 3 clusters Score -1.653625e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 141913 members 
Entering Unmasked Estep 
Score: -16536245.000000 Penalty: 3866.027588
	Iteration 139Q: 3 clusters Score -1.653624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 141964 members 
Entering Unmasked Estep 
Score: -16536271.000000 Penalty: 3866.027588
	Iteration 140F: 3 clusters Score -1.653627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -16536270.000000 Penalty: 3866.027588
	Iteration 141Q: 3 clusters Score -1.653627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 142045 members 
Entering Unmasked Estep 
Score: -16536286.000000 Penalty: 3866.027588
	Iteration 142Q: 3 clusters Score -1.653629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -16536279.000000 Penalty: 3866.027588
	Iteration 143Q: 3 clusters Score -1.653628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 142114 members 
Entering Unmasked Estep 
Score: -16536272.000000 Penalty: 3866.027588
	Iteration 144Q: 3 clusters Score -1.653627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -16536263.000000 Penalty: 3866.027588
	Iteration 145Q: 3 clusters Score -1.653626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 142179 members 
Entering Unmasked Estep 
Score: -16536268.000000 Penalty: 3866.027588
	Iteration 146Q: 3 clusters Score -1.653627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -16536277.000000 Penalty: 3866.027588
	Iteration 147Q: 3 clusters Score -1.653628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -16536276.000000 Penalty: 3866.027588
	Iteration 148Q: 3 clusters Score -1.653628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -16536290.000000 Penalty: 3866.027588
	Iteration 149Q: 3 clusters Score -1.653629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -16536292.000000 Penalty: 3866.027588
	Iteration 150Q: 3 clusters Score -1.653629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -16536287.000000 Penalty: 3866.027588
	Iteration 151Q: 3 clusters Score -1.653629e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -16536280.000000 Penalty: 3866.027588
	Iteration 152Q: 3 clusters Score -1.653628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -16536280.000000 Penalty: 3866.027588
	Iteration 153Q: 3 clusters Score -1.653628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -16536296.000000 Penalty: 3866.027588
	Iteration 154Q: 3 clusters Score -1.65363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 142374 members 
Entering Unmasked Estep 
Score: -16536285.000000 Penalty: 3866.027588
	Iteration 155Q: 3 clusters Score -1.653628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -16536285.000000 Penalty: 3866.027588
	Iteration 156Q: 3 clusters Score -1.653628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 142410 members 
Entering Unmasked Estep 
Score: -16536279.000000 Penalty: 3866.027588
	Iteration 157Q: 3 clusters Score -1.653628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 142428 members 
Entering Unmasked Estep 
Score: -16536271.000000 Penalty: 3866.027588
	Iteration 158Q: 3 clusters Score -1.653627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 142436 members 
Entering Unmasked Estep 
Score: -16536289.000000 Penalty: 3866.027588
	Iteration 159Q: 3 clusters Score -1.653629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -16536278.000000 Penalty: 3866.027588
	Iteration 160F: 3 clusters Score -1.653628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -16536282.000000 Penalty: 3866.027588
	Iteration 161Q: 3 clusters Score -1.653628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 142455 members 
Entering Unmasked Estep 
Score: -16536283.000000 Penalty: 3866.027588
	Iteration 162Q: 3 clusters Score -1.653628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -16536287.000000 Penalty: 3866.027588
	Iteration 163Q: 3 clusters Score -1.653629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -16536285.000000 Penalty: 3866.027588
	Iteration 164Q: 3 clusters Score -1.653628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -16536290.000000 Penalty: 3866.027588
	Iteration 165Q: 3 clusters Score -1.653629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -16536290.000000 Penalty: 3866.027588
	Iteration 166Q: 3 clusters Score -1.653629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -16536283.000000 Penalty: 3866.027588
	Iteration 167Q: 3 clusters Score -1.653628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -16536291.000000 Penalty: 3866.027588
	Iteration 168Q: 3 clusters Score -1.653629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 142466 members 
Entering Unmasked Estep 
Score: -16536286.000000 Penalty: 3866.027588
	Iteration 169Q: 3 clusters Score -1.653629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -16536285.000000 Penalty: 3866.027588
	Iteration 170Q: 3 clusters Score -1.653628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -16536272.000000 Penalty: 3866.027588
	Iteration 171Q: 3 clusters Score -1.653627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -16536275.000000 Penalty: 3866.027588
	Iteration 172Q: 3 clusters Score -1.653628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -16536275.000000 Penalty: 3866.027588
	Iteration 173Q: 3 clusters Score -1.653628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -16536266.000000 Penalty: 3866.027588
	Iteration 174Q: 3 clusters Score -1.653627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -16536270.000000 Penalty: 3866.027588
	Iteration 175Q: 3 clusters Score -1.653627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -16536280.000000 Penalty: 3866.027588
	Iteration 176Q: 3 clusters Score -1.653628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -16536278.000000 Penalty: 3866.027588
	Iteration 177Q: 3 clusters Score -1.653628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -16536284.000000 Penalty: 3866.027588
	Iteration 178Q: 3 clusters Score -1.653628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -16536283.000000 Penalty: 3866.027588
	Iteration 179Q: 3 clusters Score -1.653628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 142507 members 
Entering Unmasked Estep 
Score: -16536288.000000 Penalty: 3866.027588
	Iteration 180F: 3 clusters Score -1.653629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -16536291.000000 Penalty: 3866.027588
	Iteration 181Q: 3 clusters Score -1.653629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 142514 members 
Entering Unmasked Estep 
Score: -16536308.000000 Penalty: 3866.027588
	Iteration 182Q: 3 clusters Score -1.653631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -16536301.000000 Penalty: 3866.027588
	Iteration 183Q: 3 clusters Score -1.65363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -16536286.000000 Penalty: 3866.027588
	Iteration 184Q: 3 clusters Score -1.653629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
Score: -16536295.000000 Penalty: 3866.027588
	Iteration 185Q: 3 clusters Score -1.65363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -16536302.000000 Penalty: 3866.027588
	Iteration 186Q: 3 clusters Score -1.65363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -16536302.000000 Penalty: 3866.027588
	Iteration 187Q: 3 clusters Score -1.65363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 142538 members 
Entering Unmasked Estep 
Score: -16536303.000000 Penalty: 3866.027588
	Iteration 188Q: 3 clusters Score -1.65363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -16536280.000000 Penalty: 3866.027588
	Iteration 189Q: 3 clusters Score -1.653628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -16536285.000000 Penalty: 3866.027588
	Iteration 190Q: 3 clusters Score -1.653628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -16536291.000000 Penalty: 3866.027588
	Iteration 191Q: 3 clusters Score -1.653629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -16536301.000000 Penalty: 3866.027588
	Iteration 192Q: 3 clusters Score -1.65363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -16536308.000000 Penalty: 3866.027588
	Iteration 193Q: 3 clusters Score -1.653631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -16536321.000000 Penalty: 3866.027588
	Iteration 194Q: 3 clusters Score -1.653632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -16536316.000000 Penalty: 3866.027588
	Iteration 195Q: 3 clusters Score -1.653632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -16536324.000000 Penalty: 3866.027588
	Iteration 196Q: 3 clusters Score -1.653632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -16536328.000000 Penalty: 3866.027588
	Iteration 197Q: 3 clusters Score -1.653633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -16536321.000000 Penalty: 3866.027588
	Iteration 198Q: 3 clusters Score -1.653632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -16536317.000000 Penalty: 3866.027588
	Iteration 199Q: 3 clusters Score -1.653632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -16536330.000000 Penalty: 3866.027588
	Iteration 200F: 3 clusters Score -1.653633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -16536312.000000 Penalty: 3866.027588
	Iteration 201Q: 3 clusters Score -1.653631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -16536317.000000 Penalty: 3866.027588
	Iteration 202Q: 3 clusters Score -1.653632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -16536316.000000 Penalty: 3866.027588
	Iteration 203Q: 3 clusters Score -1.653632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -16536316.000000 Penalty: 3866.027588
	Iteration 204F: 3 clusters Score -1.653632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Entering Unmasked Estep 
Score: -2066714.000000 Penalty: 1593.122803
	Iteration 0F: 2 clusters Score -2066714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2054377.250000 Penalty: 3186.245605
	Iteration 0F: 3 clusters Score -2054377 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2058671.250000 Penalty: 3186.245605
	Iteration 1F: 3 clusters Score -2058671 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2058997.375000 Penalty: 3186.245605
	Iteration 2F: 3 clusters Score -2058997 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2059263.000000 Penalty: 3186.245605
	Iteration 3Q: 3 clusters Score -2059263 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2059501.875000 Penalty: 3186.245605
	Iteration 4Q: 3 clusters Score -2059502 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2059731.250000 Penalty: 3186.245605
	Iteration 5Q: 3 clusters Score -2059731 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2059942.875000 Penalty: 3186.245605
	Iteration 6Q: 3 clusters Score -2059943 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2060170.375000 Penalty: 3186.245605
	Iteration 7Q: 3 clusters Score -2060170 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2060408.125000 Penalty: 3186.245605
	Iteration 8Q: 3 clusters Score -2060408 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2060662.875000 Penalty: 3186.245605
	Iteration 9Q: 3 clusters Score -2060663 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2060959.500000 Penalty: 3186.245605
	Iteration 10Q: 3 clusters Score -2060960 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2061348.375000 Penalty: 3186.245605
	Iteration 11Q: 3 clusters Score -2061348 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2061842.000000 Penalty: 3186.245605
	Iteration 12Q: 3 clusters Score -2061842 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2062466.625000 Penalty: 3186.245605
	Iteration 13F: 3 clusters Score -2062467 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2063191.375000 Penalty: 3186.245605
	Iteration 14F: 3 clusters Score -2063191 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2063881.750000 Penalty: 3186.245605
	Iteration 15Q: 3 clusters Score -2063882 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2064288.250000 Penalty: 3186.245605
	Iteration 16Q: 3 clusters Score -2064288 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2064536.125000 Penalty: 3186.245605
	Iteration 17Q: 3 clusters Score -2064536 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2064694.625000 Penalty: 3186.245605
	Iteration 18Q: 3 clusters Score -2064695 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2064798.750000 Penalty: 3186.245605
	Iteration 19Q: 3 clusters Score -2064799 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2064880.375000 Penalty: 3186.245605
	Iteration 20F: 3 clusters Score -2064880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2064924.250000 Penalty: 3186.245605
	Iteration 21Q: 3 clusters Score -2064924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2064969.375000 Penalty: 3186.245605
	Iteration 22Q: 3 clusters Score -2064969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2065016.250000 Penalty: 3186.245605
	Iteration 23Q: 3 clusters Score -2065016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2065062.750000 Penalty: 3186.245605
	Iteration 24Q: 3 clusters Score -2065063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2065085.625000 Penalty: 3186.245605
	Iteration 25Q: 3 clusters Score -2065086 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2065112.750000 Penalty: 3186.245605
	Iteration 26Q: 3 clusters Score -2065113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2065136.875000 Penalty: 3186.245605
	Iteration 27Q: 3 clusters Score -2065137 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2065154.250000 Penalty: 3186.245605
	Iteration 28Q: 3 clusters Score -2065154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2065173.000000 Penalty: 3186.245605
	Iteration 29Q: 3 clusters Score -2065173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2065190.375000 Penalty: 3186.245605
	Iteration 30Q: 3 clusters Score -2065190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2065205.500000 Penalty: 3186.245605
	Iteration 31Q: 3 clusters Score -2065206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2065216.375000 Penalty: 3186.245605
	Iteration 32Q: 3 clusters Score -2065216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2065227.000000 Penalty: 3186.245605
	Iteration 33Q: 3 clusters Score -2065227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2065242.000000 Penalty: 3186.245605
	Iteration 34Q: 3 clusters Score -2065242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2065255.125000 Penalty: 3186.245605
	Iteration 35Q: 3 clusters Score -2065255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2065265.500000 Penalty: 3186.245605
	Iteration 36Q: 3 clusters Score -2065266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2065281.125000 Penalty: 3186.245605
	Iteration 37Q: 3 clusters Score -2065281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2065293.000000 Penalty: 3186.245605
	Iteration 38Q: 3 clusters Score -2065293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2065307.750000 Penalty: 3186.245605
	Iteration 39Q: 3 clusters Score -2065308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2065317.625000 Penalty: 3186.245605
	Iteration 40F: 3 clusters Score -2065318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2065327.500000 Penalty: 3186.245605
	Iteration 41Q: 3 clusters Score -2065328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2065336.375000 Penalty: 3186.245605
	Iteration 42Q: 3 clusters Score -2065336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2065350.875000 Penalty: 3186.245605
	Iteration 43Q: 3 clusters Score -2065351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2065360.125000 Penalty: 3186.245605
	Iteration 44Q: 3 clusters Score -2065360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2065361.750000 Penalty: 3186.245605
	Iteration 45Q: 3 clusters Score -2065362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2065372.875000 Penalty: 3186.245605
	Iteration 46Q: 3 clusters Score -2065373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2065377.875000 Penalty: 3186.245605
	Iteration 47Q: 3 clusters Score -2065378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2065384.625000 Penalty: 3186.245605
	Iteration 48Q: 3 clusters Score -2065385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2065394.750000 Penalty: 3186.245605
	Iteration 49Q: 3 clusters Score -2065395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2065397.625000 Penalty: 3186.245605
	Iteration 50Q: 3 clusters Score -2065398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2065402.250000 Penalty: 3186.245605
	Iteration 51Q: 3 clusters Score -2065402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2065407.625000 Penalty: 3186.245605
	Iteration 52Q: 3 clusters Score -2065408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2065408.625000 Penalty: 3186.245605
	Iteration 53Q: 3 clusters Score -2065409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2065412.125000 Penalty: 3186.245605
	Iteration 54Q: 3 clusters Score -2065412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2065414.750000 Penalty: 3186.245605
	Iteration 55Q: 3 clusters Score -2065415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2065416.875000 Penalty: 3186.245605
	Iteration 56Q: 3 clusters Score -2065417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2065418.000000 Penalty: 3186.245605
	Iteration 57Q: 3 clusters Score -2065418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2065420.750000 Penalty: 3186.245605
	Iteration 58Q: 3 clusters Score -2065421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2065421.500000 Penalty: 3186.245605
	Iteration 59Q: 3 clusters Score -2065422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2065424.875000 Penalty: 3186.245605
	Iteration 60F: 3 clusters Score -2065425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2065429.125000 Penalty: 3186.245605
	Iteration 61Q: 3 clusters Score -2065429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2065429.750000 Penalty: 3186.245605
	Iteration 62Q: 3 clusters Score -2065430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2065433.250000 Penalty: 3186.245605
	Iteration 63Q: 3 clusters Score -2065433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2065436.375000 Penalty: 3186.245605
	Iteration 64Q: 3 clusters Score -2065436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2065439.875000 Penalty: 3186.245605
	Iteration 65Q: 3 clusters Score -2065440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2065439.750000 Penalty: 3186.245605
	Iteration 66Q: 3 clusters Score -2065440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2065441.875000 Penalty: 3186.245605
	Iteration 67Q: 3 clusters Score -2065442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2065449.375000 Penalty: 3186.245605
	Iteration 68Q: 3 clusters Score -2065449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2065444.250000 Penalty: 3186.245605
	Iteration 69Q: 3 clusters Score -2065444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2065444.375000 Penalty: 3186.245605
	Iteration 70Q: 3 clusters Score -2065444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2065448.875000 Penalty: 3186.245605
	Iteration 71Q: 3 clusters Score -2065449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2065447.625000 Penalty: 3186.245605
	Iteration 72Q: 3 clusters Score -2065448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2065448.500000 Penalty: 3186.245605
	Iteration 73Q: 3 clusters Score -2065448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2065450.500000 Penalty: 3186.245605
	Iteration 74Q: 3 clusters Score -2065450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2065450.125000 Penalty: 3186.245605
	Iteration 75Q: 3 clusters Score -2065450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2065452.250000 Penalty: 3186.245605
	Iteration 76Q: 3 clusters Score -2065452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2065450.625000 Penalty: 3186.245605
	Iteration 77Q: 3 clusters Score -2065451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2065450.625000 Penalty: 3186.245605
	Iteration 78F: 3 clusters Score -2065451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Entering Unmasked Estep 
Score: -3507468.250000 Penalty: 1684.683716
	Iteration 0F: 2 clusters Score -3507468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3486090.750000 Penalty: 3369.367432
	Iteration 0F: 3 clusters Score -3486091 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3494227.500000 Penalty: 3369.367432
	Iteration 1F: 3 clusters Score -3494228 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3494643.500000 Penalty: 3369.367432
	Iteration 2Q: 3 clusters Score -3494644 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3495124.750000 Penalty: 3369.367432
	Iteration 3Q: 3 clusters Score -3495125 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3495658.750000 Penalty: 3369.367432
	Iteration 4Q: 3 clusters Score -3495659 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3496487.250000 Penalty: 3369.367432
	Iteration 5F: 3 clusters Score -3496487 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3497623.000000 Penalty: 3369.367432
	Iteration 6F: 3 clusters Score -3497623 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3499116.500000 Penalty: 3369.367432
	Iteration 7F: 3 clusters Score -3499116 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3500714.750000 Penalty: 3369.367432
	Iteration 8F: 3 clusters Score -3500715 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3502197.500000 Penalty: 3369.367432
	Iteration 9F: 3 clusters Score -3502198 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3503336.500000 Penalty: 3369.367432
	Iteration 10Q: 3 clusters Score -3503336 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3504055.750000 Penalty: 3369.367432
	Iteration 11Q: 3 clusters Score -3504056 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3504527.750000 Penalty: 3369.367432
	Iteration 12Q: 3 clusters Score -3504528 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3504880.750000 Penalty: 3369.367432
	Iteration 13Q: 3 clusters Score -3504881 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3505168.000000 Penalty: 3369.367432
	Iteration 14Q: 3 clusters Score -3505168 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3505386.250000 Penalty: 3369.367432
	Iteration 15Q: 3 clusters Score -3505386 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3505523.250000 Penalty: 3369.367432
	Iteration 16Q: 3 clusters Score -3505523 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3505635.000000 Penalty: 3369.367432
	Iteration 17Q: 3 clusters Score -3505635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3505736.000000 Penalty: 3369.367432
	Iteration 18Q: 3 clusters Score -3505736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3505792.750000 Penalty: 3369.367432
	Iteration 19Q: 3 clusters Score -3505793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3505855.500000 Penalty: 3369.367432
	Iteration 20F: 3 clusters Score -3505856 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3505881.750000 Penalty: 3369.367432
	Iteration 21Q: 3 clusters Score -3505882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3505915.000000 Penalty: 3369.367432
	Iteration 22Q: 3 clusters Score -3505915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3505934.000000 Penalty: 3369.367432
	Iteration 23Q: 3 clusters Score -3505934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3505967.000000 Penalty: 3369.367432
	Iteration 24Q: 3 clusters Score -3505967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3505978.000000 Penalty: 3369.367432
	Iteration 25Q: 3 clusters Score -3505978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3505989.250000 Penalty: 3369.367432
	Iteration 26Q: 3 clusters Score -3505989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3505999.250000 Penalty: 3369.367432
	Iteration 27Q: 3 clusters Score -3505999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3506002.500000 Penalty: 3369.367432
	Iteration 28Q: 3 clusters Score -3506002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3506006.750000 Penalty: 3369.367432
	Iteration 29Q: 3 clusters Score -3506007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3506006.750000 Penalty: 3369.367432
	Iteration 30Q: 3 clusters Score -3506007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3506007.750000 Penalty: 3369.367432
	Iteration 31Q: 3 clusters Score -3506008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3506005.500000 Penalty: 3369.367432
	Iteration 32Q: 3 clusters Score -3506006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3506011.750000 Penalty: 3369.367432
	Iteration 33Q: 3 clusters Score -3506012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3506016.000000 Penalty: 3369.367432
	Iteration 34Q: 3 clusters Score -3506016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3506016.750000 Penalty: 3369.367432
	Iteration 35Q: 3 clusters Score -3506017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3506015.500000 Penalty: 3369.367432
	Iteration 36Q: 3 clusters Score -3506016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3506017.500000 Penalty: 3369.367432
	Iteration 37Q: 3 clusters Score -3506018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3506012.250000 Penalty: 3369.367432
	Iteration 38Q: 3 clusters Score -3506012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3506016.500000 Penalty: 3369.367432
	Iteration 39Q: 3 clusters Score -3506016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3506016.000000 Penalty: 3369.367432
	Iteration 40F: 3 clusters Score -3506016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3506011.000000 Penalty: 3369.367432
	Iteration 41Q: 3 clusters Score -3506011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3506011.250000 Penalty: 3369.367432
	Iteration 42Q: 3 clusters Score -3506011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3506010.750000 Penalty: 3369.367432
	Iteration 43Q: 3 clusters Score -3506011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3506016.000000 Penalty: 3369.367432
	Iteration 44Q: 3 clusters Score -3506016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3506013.000000 Penalty: 3369.367432
	Iteration 45Q: 3 clusters Score -3506013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3506013.750000 Penalty: 3369.367432
	Iteration 46Q: 3 clusters Score -3506014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3506011.750000 Penalty: 3369.367432
	Iteration 47Q: 3 clusters Score -3506012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3506014.750000 Penalty: 3369.367432
	Iteration 48Q: 3 clusters Score -3506015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3506015.000000 Penalty: 3369.367432
	Iteration 49Q: 3 clusters Score -3506015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3506016.250000 Penalty: 3369.367432
	Iteration 50Q: 3 clusters Score -3506016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3506006.000000 Penalty: 3369.367432
	Iteration 51Q: 3 clusters Score -3506006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3506006.750000 Penalty: 3369.367432
	Iteration 52Q: 3 clusters Score -3506007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3506005.000000 Penalty: 3369.367432
	Iteration 53Q: 3 clusters Score -3506005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3506008.500000 Penalty: 3369.367432
	Iteration 54Q: 3 clusters Score -3506008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3506005.000000 Penalty: 3369.367432
	Iteration 55Q: 3 clusters Score -3506005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3506009.250000 Penalty: 3369.367432
	Iteration 56Q: 3 clusters Score -3506009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3506009.250000 Penalty: 3369.367432
	Iteration 57F: 3 clusters Score -3506009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Entering Unmasked Estep 
Score: -7491936.000000 Penalty: 1802.826172
	Iteration 0F: 2 clusters Score -7491936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -7448012.000000 Penalty: 3605.652344
	Iteration 0F: 3 clusters Score -7448012 nChanged 30943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -7465480.500000 Penalty: 3605.652344
	Iteration 1F: 3 clusters Score -7465480 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -7465964.500000 Penalty: 3605.652344
	Iteration 2Q: 3 clusters Score -7465964 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -7466447.500000 Penalty: 3605.652344
	Iteration 3Q: 3 clusters Score -7466448 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -7467028.000000 Penalty: 3605.652344
	Iteration 4Q: 3 clusters Score -7467028 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -7468029.500000 Penalty: 3605.652344
	Iteration 5Q: 3 clusters Score -7468030 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7469703.000000 Penalty: 3605.652344
	Iteration 6Q: 3 clusters Score -7469703 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -7472584.500000 Penalty: 3605.652344
	Iteration 7F: 3 clusters Score -7472584 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -7477008.000000 Penalty: 3605.652344
	Iteration 8F: 3 clusters Score -7477008 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7481830.000000 Penalty: 3605.652344
	Iteration 9F: 3 clusters Score -7481830 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7485799.500000 Penalty: 3605.652344
	Iteration 10F: 3 clusters Score -7485800 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7488179.000000 Penalty: 3605.652344
	Iteration 11Q: 3 clusters Score -7488179 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7489459.000000 Penalty: 3605.652344
	Iteration 12Q: 3 clusters Score -7489459 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7489962.500000 Penalty: 3605.652344
	Iteration 13Q: 3 clusters Score -7489962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7490238.500000 Penalty: 3605.652344
	Iteration 14Q: 3 clusters Score -7490238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7490398.000000 Penalty: 3605.652344
	Iteration 15Q: 3 clusters Score -7490398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7490506.000000 Penalty: 3605.652344
	Iteration 16Q: 3 clusters Score -7490506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7490564.500000 Penalty: 3605.652344
	Iteration 17Q: 3 clusters Score -7490564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7490601.000000 Penalty: 3605.652344
	Iteration 18Q: 3 clusters Score -7490601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7490615.500000 Penalty: 3605.652344
	Iteration 19Q: 3 clusters Score -7490616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7490642.500000 Penalty: 3605.652344
	Iteration 20F: 3 clusters Score -7490642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7490644.000000 Penalty: 3605.652344
	Iteration 21Q: 3 clusters Score -7490644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7490647.000000 Penalty: 3605.652344
	Iteration 22Q: 3 clusters Score -7490647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7490643.500000 Penalty: 3605.652344
	Iteration 23Q: 3 clusters Score -7490644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7490645.000000 Penalty: 3605.652344
	Iteration 24Q: 3 clusters Score -7490645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7490650.000000 Penalty: 3605.652344
	Iteration 25Q: 3 clusters Score -7490650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7490651.500000 Penalty: 3605.652344
	Iteration 26Q: 3 clusters Score -7490652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7490649.500000 Penalty: 3605.652344
	Iteration 27Q: 3 clusters Score -7490650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7490646.500000 Penalty: 3605.652344
	Iteration 28Q: 3 clusters Score -7490646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7490647.000000 Penalty: 3605.652344
	Iteration 29Q: 3 clusters Score -7490647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7490647.000000 Penalty: 3605.652344
	Iteration 30F: 3 clusters Score -7490647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Entering Unmasked Estep 
Score: -14099832.000000 Penalty: 1907.745605
	Iteration 0F: 2 clusters Score -1.409983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -14017658.000000 Penalty: 3815.491211
	Iteration 0F: 3 clusters Score -1.401766e+07 nChanged 60251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -14053691.000000 Penalty: 3815.491211
	Iteration 1F: 3 clusters Score -1.405369e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -14055234.000000 Penalty: 3815.491211
	Iteration 2Q: 3 clusters Score -1.405523e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -14057437.000000 Penalty: 3815.491211
	Iteration 3Q: 3 clusters Score -1.405744e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -14060920.000000 Penalty: 3815.491211
	Iteration 4F: 3 clusters Score -1.406092e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -14066388.000000 Penalty: 3815.491211
	Iteration 5F: 3 clusters Score -1.406639e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -14073164.000000 Penalty: 3815.491211
	Iteration 6F: 3 clusters Score -1.407316e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -14080391.000000 Penalty: 3815.491211
	Iteration 7F: 3 clusters Score -1.408039e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -14086282.000000 Penalty: 3815.491211
	Iteration 8F: 3 clusters Score -1.408628e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -14089776.000000 Penalty: 3815.491211
	Iteration 9Q: 3 clusters Score -1.408978e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -14091854.000000 Penalty: 3815.491211
	Iteration 10Q: 3 clusters Score -1.409185e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -14093166.000000 Penalty: 3815.491211
	Iteration 11Q: 3 clusters Score -1.409317e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111195 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -14094196.000000 Penalty: 3815.491211
	Iteration 12Q: 3 clusters Score -1.40942e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -14095079.000000 Penalty: 3815.491211
	Iteration 13Q: 3 clusters Score -1.409508e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -14095774.000000 Penalty: 3815.491211
	Iteration 14Q: 3 clusters Score -1.409577e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -14096340.000000 Penalty: 3815.491211
	Iteration 15Q: 3 clusters Score -1.409634e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -14096867.000000 Penalty: 3815.491211
	Iteration 16Q: 3 clusters Score -1.409687e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -14097294.000000 Penalty: 3815.491211
	Iteration 17Q: 3 clusters Score -1.409729e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -14097542.000000 Penalty: 3815.491211
	Iteration 18Q: 3 clusters Score -1.409754e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -14097814.000000 Penalty: 3815.491211
	Iteration 19Q: 3 clusters Score -1.409781e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119769 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -14098041.000000 Penalty: 3815.491211
	Iteration 20F: 3 clusters Score -1.409804e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -14098204.000000 Penalty: 3815.491211
	Iteration 21Q: 3 clusters Score -1.40982e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -14098390.000000 Penalty: 3815.491211
	Iteration 22Q: 3 clusters Score -1.409839e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -14098515.000000 Penalty: 3815.491211
	Iteration 23Q: 3 clusters Score -1.409852e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -14098620.000000 Penalty: 3815.491211
	Iteration 24Q: 3 clusters Score -1.409862e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -14098710.000000 Penalty: 3815.491211
	Iteration 25Q: 3 clusters Score -1.409871e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -14098781.000000 Penalty: 3815.491211
	Iteration 26Q: 3 clusters Score -1.409878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14098815.000000 Penalty: 3815.491211
	Iteration 27Q: 3 clusters Score -1.409882e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14098833.000000 Penalty: 3815.491211
	Iteration 28Q: 3 clusters Score -1.409883e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122248 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -14098850.000000 Penalty: 3815.491211
	Iteration 29Q: 3 clusters Score -1.409885e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122356 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14098852.000000 Penalty: 3815.491211
	Iteration 30Q: 3 clusters Score -1.409885e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -14098893.000000 Penalty: 3815.491211
	Iteration 31Q: 3 clusters Score -1.409889e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14098927.000000 Penalty: 3815.491211
	Iteration 32Q: 3 clusters Score -1.409893e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -14098953.000000 Penalty: 3815.491211
	Iteration 33Q: 3 clusters Score -1.409895e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14098942.000000 Penalty: 3815.491211
	Iteration 34Q: 3 clusters Score -1.409894e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14098967.000000 Penalty: 3815.491211
	Iteration 35Q: 3 clusters Score -1.409897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14098974.000000 Penalty: 3815.491211
	Iteration 36Q: 3 clusters Score -1.409897e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122926 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -14098986.000000 Penalty: 3815.491211
	Iteration 37Q: 3 clusters Score -1.409899e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14098992.000000 Penalty: 3815.491211
	Iteration 38Q: 3 clusters Score -1.409899e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -14099012.000000 Penalty: 3815.491211
	Iteration 39Q: 3 clusters Score -1.409901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14099027.000000 Penalty: 3815.491211
	Iteration 40F: 3 clusters Score -1.409903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14099036.000000 Penalty: 3815.491211
	Iteration 41Q: 3 clusters Score -1.409904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14099047.000000 Penalty: 3815.491211
	Iteration 42Q: 3 clusters Score -1.409905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14099058.000000 Penalty: 3815.491211
	Iteration 43Q: 3 clusters Score -1.409906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14099054.000000 Penalty: 3815.491211
	Iteration 44Q: 3 clusters Score -1.409905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -14099059.000000 Penalty: 3815.491211
	Iteration 45Q: 3 clusters Score -1.409906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14099076.000000 Penalty: 3815.491211
	Iteration 46Q: 3 clusters Score -1.409908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14099087.000000 Penalty: 3815.491211
	Iteration 47Q: 3 clusters Score -1.409909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14099089.000000 Penalty: 3815.491211
	Iteration 48Q: 3 clusters Score -1.409909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14099081.000000 Penalty: 3815.491211
	Iteration 49Q: 3 clusters Score -1.409908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -14099085.000000 Penalty: 3815.491211
	Iteration 50Q: 3 clusters Score -1.409908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -14099089.000000 Penalty: 3815.491211
	Iteration 51Q: 3 clusters Score -1.409909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123379 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -14099082.000000 Penalty: 3815.491211
	Iteration 52Q: 3 clusters Score -1.409908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -14099103.000000 Penalty: 3815.491211
	Iteration 53Q: 3 clusters Score -1.40991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14099112.000000 Penalty: 3815.491211
	Iteration 54Q: 3 clusters Score -1.409911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -14099092.000000 Penalty: 3815.491211
	Iteration 55Q: 3 clusters Score -1.409909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14099110.000000 Penalty: 3815.491211
	Iteration 56Q: 3 clusters Score -1.409911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123431 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -14099108.000000 Penalty: 3815.491211
	Iteration 57Q: 3 clusters Score -1.409911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -14099112.000000 Penalty: 3815.491211
	Iteration 58Q: 3 clusters Score -1.409911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123443 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -14099113.000000 Penalty: 3815.491211
	Iteration 59Q: 3 clusters Score -1.409911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14099100.000000 Penalty: 3815.491211
	Iteration 60F: 3 clusters Score -1.40991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123454 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14099101.000000 Penalty: 3815.491211
	Iteration 61Q: 3 clusters Score -1.40991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14099106.000000 Penalty: 3815.491211
	Iteration 62Q: 3 clusters Score -1.409911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123463 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -14099110.000000 Penalty: 3815.491211
	Iteration 63Q: 3 clusters Score -1.409911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123469 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -14099118.000000 Penalty: 3815.491211
	Iteration 64Q: 3 clusters Score -1.409912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -14099115.000000 Penalty: 3815.491211
	Iteration 65Q: 3 clusters Score -1.409912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -14099127.000000 Penalty: 3815.491211
	Iteration 66Q: 3 clusters Score -1.409913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -14099134.000000 Penalty: 3815.491211
	Iteration 67Q: 3 clusters Score -1.409913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14099142.000000 Penalty: 3815.491211
	Iteration 68Q: 3 clusters Score -1.409914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -14099145.000000 Penalty: 3815.491211
	Iteration 69Q: 3 clusters Score -1.409914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -14099142.000000 Penalty: 3815.491211
	Iteration 70Q: 3 clusters Score -1.409914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -14099137.000000 Penalty: 3815.491211
	Iteration 71Q: 3 clusters Score -1.409914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -14099137.000000 Penalty: 3815.491211
	Iteration 72F: 3 clusters Score -1.409914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -5198498.000000 Penalty: 1743.234497
	Iteration 0F: 2 clusters Score -5198498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5168155.500000 Penalty: 3486.468994
	Iteration 0F: 3 clusters Score -5168156 nChanged 21182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5180108.000000 Penalty: 3486.468994
	Iteration 1F: 3 clusters Score -5180108 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5180556.500000 Penalty: 3486.468994
	Iteration 2Q: 3 clusters Score -5180556 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5180939.000000 Penalty: 3486.468994
	Iteration 3Q: 3 clusters Score -5180939 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5181431.500000 Penalty: 3486.468994
	Iteration 4Q: 3 clusters Score -5181432 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5182122.500000 Penalty: 3486.468994
	Iteration 5Q: 3 clusters Score -5182122 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5183121.000000 Penalty: 3486.468994
	Iteration 6Q: 3 clusters Score -5183121 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5184630.500000 Penalty: 3486.468994
	Iteration 7F: 3 clusters Score -5184630 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5186725.000000 Penalty: 3486.468994
	Iteration 8F: 3 clusters Score -5186725 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -5189209.000000 Penalty: 3486.468994
	Iteration 9F: 3 clusters Score -5189209 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -5191279.500000 Penalty: 3486.468994
	Iteration 10F: 3 clusters Score -5191280 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5192589.500000 Penalty: 3486.468994
	Iteration 11Q: 3 clusters Score -5192590 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5193395.000000 Penalty: 3486.468994
	Iteration 12Q: 3 clusters Score -5193395 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5193937.000000 Penalty: 3486.468994
	Iteration 13Q: 3 clusters Score -5193937 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5194367.000000 Penalty: 3486.468994
	Iteration 14Q: 3 clusters Score -5194367 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5194746.000000 Penalty: 3486.468994
	Iteration 15Q: 3 clusters Score -5194746 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5195071.500000 Penalty: 3486.468994
	Iteration 16Q: 3 clusters Score -5195072 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5195426.000000 Penalty: 3486.468994
	Iteration 17Q: 3 clusters Score -5195426 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5195706.500000 Penalty: 3486.468994
	Iteration 18Q: 3 clusters Score -5195706 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5195938.500000 Penalty: 3486.468994
	Iteration 19Q: 3 clusters Score -5195938 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5196171.000000 Penalty: 3486.468994
	Iteration 20F: 3 clusters Score -5196171 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5196384.500000 Penalty: 3486.468994
	Iteration 21Q: 3 clusters Score -5196384 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5196552.000000 Penalty: 3486.468994
	Iteration 22Q: 3 clusters Score -5196552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5196694.500000 Penalty: 3486.468994
	Iteration 23Q: 3 clusters Score -5196694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5196812.000000 Penalty: 3486.468994
	Iteration 24Q: 3 clusters Score -5196812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5196894.000000 Penalty: 3486.468994
	Iteration 25Q: 3 clusters Score -5196894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5196939.500000 Penalty: 3486.468994
	Iteration 26Q: 3 clusters Score -5196940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5196962.000000 Penalty: 3486.468994
	Iteration 27Q: 3 clusters Score -5196962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5196984.000000 Penalty: 3486.468994
	Iteration 28Q: 3 clusters Score -5196984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5197013.500000 Penalty: 3486.468994
	Iteration 29Q: 3 clusters Score -5197014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5197024.000000 Penalty: 3486.468994
	Iteration 30Q: 3 clusters Score -5197024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5197032.000000 Penalty: 3486.468994
	Iteration 31Q: 3 clusters Score -5197032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5197041.000000 Penalty: 3486.468994
	Iteration 32Q: 3 clusters Score -5197041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5197052.000000 Penalty: 3486.468994
	Iteration 33Q: 3 clusters Score -5197052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5197058.000000 Penalty: 3486.468994
	Iteration 34Q: 3 clusters Score -5197058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5197059.000000 Penalty: 3486.468994
	Iteration 35Q: 3 clusters Score -5197059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5197059.500000 Penalty: 3486.468994
	Iteration 36Q: 3 clusters Score -5197060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5197067.500000 Penalty: 3486.468994
	Iteration 37Q: 3 clusters Score -5197068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5197070.500000 Penalty: 3486.468994
	Iteration 38Q: 3 clusters Score -5197070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5197071.500000 Penalty: 3486.468994
	Iteration 39Q: 3 clusters Score -5197072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5197075.000000 Penalty: 3486.468994
	Iteration 40F: 3 clusters Score -5197075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5197082.000000 Penalty: 3486.468994
	Iteration 41Q: 3 clusters Score -5197082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5197084.000000 Penalty: 3486.468994
	Iteration 42Q: 3 clusters Score -5197084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5197085.500000 Penalty: 3486.468994
	Iteration 43Q: 3 clusters Score -5197086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5197085.500000 Penalty: 3486.468994
	Iteration 44F: 3 clusters Score -5197086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -223281.312500 Penalty: 1244.000977
	Iteration 0F: 2 clusters Score -223281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221076.156250 Penalty: 2488.001953
	Iteration 0F: 3 clusters Score -221076.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221585.453125 Penalty: 2488.001953
	Iteration 1F: 3 clusters Score -221585.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -221722.593750 Penalty: 2488.001953
	Iteration 2F: 3 clusters Score -221722.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221812.828125 Penalty: 2488.001953
	Iteration 3F: 3 clusters Score -221812.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -221879.359375 Penalty: 2488.001953
	Iteration 4Q: 3 clusters Score -221879.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221929.765625 Penalty: 2488.001953
	Iteration 5Q: 3 clusters Score -221929.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221976.546875 Penalty: 2488.001953
	Iteration 6Q: 3 clusters Score -221976.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222014.640625 Penalty: 2488.001953
	Iteration 7Q: 3 clusters Score -222014.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -222061.984375 Penalty: 2488.001953
	Iteration 8Q: 3 clusters Score -222062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -222119.312500 Penalty: 2488.001953
	Iteration 9Q: 3 clusters Score -222119.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -222196.109375 Penalty: 2488.001953
	Iteration 10Q: 3 clusters Score -222196.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -222260.421875 Penalty: 2488.001953
	Iteration 11Q: 3 clusters Score -222260.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -222300.203125 Penalty: 2488.001953
	Iteration 12Q: 3 clusters Score -222300.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -222325.078125 Penalty: 2488.001953
	Iteration 13Q: 3 clusters Score -222325.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -222349.671875 Penalty: 2488.001953
	Iteration 14Q: 3 clusters Score -222349.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222373.234375 Penalty: 2488.001953
	Iteration 15Q: 3 clusters Score -222373.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -222396.031250 Penalty: 2488.001953
	Iteration 16Q: 3 clusters Score -222396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -222418.609375 Penalty: 2488.001953
	Iteration 17Q: 3 clusters Score -222418.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -222439.484375 Penalty: 2488.001953
	Iteration 18Q: 3 clusters Score -222439.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -222454.015625 Penalty: 2488.001953
	Iteration 19Q: 3 clusters Score -222454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -222465.156250 Penalty: 2488.001953
	Iteration 20F: 3 clusters Score -222465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -222476.343750 Penalty: 2488.001953
	Iteration 21Q: 3 clusters Score -222476.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -222485.218750 Penalty: 2488.001953
	Iteration 22Q: 3 clusters Score -222485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -222490.875000 Penalty: 2488.001953
	Iteration 23Q: 3 clusters Score -222490.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -222497.312500 Penalty: 2488.001953
	Iteration 24Q: 3 clusters Score -222497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -222509.140625 Penalty: 2488.001953
	Iteration 25Q: 3 clusters Score -222509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -222518.484375 Penalty: 2488.001953
	Iteration 26Q: 3 clusters Score -222518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -222527.234375 Penalty: 2488.001953
	Iteration 27Q: 3 clusters Score -222527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -222536.468750 Penalty: 2488.001953
	Iteration 28Q: 3 clusters Score -222536.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -222545.406250 Penalty: 2488.001953
	Iteration 29Q: 3 clusters Score -222545.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -222554.421875 Penalty: 2488.001953
	Iteration 30Q: 3 clusters Score -222554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -222559.421875 Penalty: 2488.001953
	Iteration 31Q: 3 clusters Score -222559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -222565.796875 Penalty: 2488.001953
	Iteration 32Q: 3 clusters Score -222565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -222574.000000 Penalty: 2488.001953
	Iteration 33Q: 3 clusters Score -222574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -222581.796875 Penalty: 2488.001953
	Iteration 34Q: 3 clusters Score -222581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -222589.593750 Penalty: 2488.001953
	Iteration 35Q: 3 clusters Score -222589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -222598.015625 Penalty: 2488.001953
	Iteration 36Q: 3 clusters Score -222598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -222613.062500 Penalty: 2488.001953
	Iteration 37Q: 3 clusters Score -222613.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -222631.062500 Penalty: 2488.001953
	Iteration 38Q: 3 clusters Score -222631.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -222643.515625 Penalty: 2488.001953
	Iteration 39Q: 3 clusters Score -222643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -222655.406250 Penalty: 2488.001953
	Iteration 40F: 3 clusters Score -222655.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -222666.546875 Penalty: 2488.001953
	Iteration 41Q: 3 clusters Score -222666.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -222674.281250 Penalty: 2488.001953
	Iteration 42Q: 3 clusters Score -222674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -222681.312500 Penalty: 2488.001953
	Iteration 43Q: 3 clusters Score -222681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -222689.187500 Penalty: 2488.001953
	Iteration 44Q: 3 clusters Score -222689.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -222702.843750 Penalty: 2488.001953
	Iteration 45Q: 3 clusters Score -222702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -222715.437500 Penalty: 2488.001953
	Iteration 46Q: 3 clusters Score -222715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -222722.984375 Penalty: 2488.001953
	Iteration 47Q: 3 clusters Score -222723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -222729.812500 Penalty: 2488.001953
	Iteration 48Q: 3 clusters Score -222729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -222734.750000 Penalty: 2488.001953
	Iteration 49Q: 3 clusters Score -222734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -222738.859375 Penalty: 2488.001953
	Iteration 50Q: 3 clusters Score -222738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -222741.734375 Penalty: 2488.001953
	Iteration 51Q: 3 clusters Score -222741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -222744.171875 Penalty: 2488.001953
	Iteration 52Q: 3 clusters Score -222744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -222746.484375 Penalty: 2488.001953
	Iteration 53Q: 3 clusters Score -222746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -222748.968750 Penalty: 2488.001953
	Iteration 54Q: 3 clusters Score -222749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -222750.093750 Penalty: 2488.001953
	Iteration 55Q: 3 clusters Score -222750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -222750.421875 Penalty: 2488.001953
	Iteration 56Q: 3 clusters Score -222750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -222750.984375 Penalty: 2488.001953
	Iteration 57Q: 3 clusters Score -222751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -222751.812500 Penalty: 2488.001953
	Iteration 58Q: 3 clusters Score -222751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -222753.093750 Penalty: 2488.001953
	Iteration 59Q: 3 clusters Score -222753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -222754.734375 Penalty: 2488.001953
	Iteration 60F: 3 clusters Score -222754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 146601 members 
Mstep: Class 15 contains 18103 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 18 contains 65796 members 
Mstep: Class 20 contains 125489 members 
Mstep: Class 23 contains 45597 members 
Mstep: Class 24 contains 2112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750956.000000 Penalty: 34528.816406
Iteration 359Q: 17 clusters Score -6.475096e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146589 members 
Mstep: Class 15 contains 18103 members 
Mstep: Class 16 contains 31803 members 
Mstep: Class 18 contains 65797 members 
Mstep: Class 20 contains 125491 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750924.000000 Penalty: 34528.816406
Iteration 360F: 17 clusters Score -6.475092e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46919 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146569 members 
Mstep: Class 15 contains 18103 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 18 contains 65798 members 
Mstep: Class 20 contains 125495 members 
Mstep: Class 23 contains 45604 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750992.000000 Penalty: 34528.816406
Iteration 361Q: 17 clusters Score -6.475099e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46917 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146548 members 
Mstep: Class 15 contains 18108 members 
Mstep: Class 16 contains 31807 members 
Mstep: Class 18 contains 65796 members 
Mstep: Class 20 contains 125505 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750904.000000 Penalty: 34528.816406
Iteration 362Q: 17 clusters Score -6.47509e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46914 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146546 members 
Mstep: Class 15 contains 18108 members 
Mstep: Class 16 contains 31809 members 
Mstep: Class 18 contains 65798 members 
Mstep: Class 20 contains 125501 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750888.000000 Penalty: 34528.816406
Iteration 363Q: 17 clusters Score -6.475089e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46914 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146547 members 
Mstep: Class 15 contains 18110 members 
Mstep: Class 16 contains 31811 members 
Mstep: Class 18 contains 65800 members 
Mstep: Class 20 contains 125489 members 
Mstep: Class 23 contains 45601 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750860.000000 Penalty: 34528.816406
Iteration 364Q: 17 clusters Score -6.475086e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46913 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146547 members 
Mstep: Class 15 contains 18117 members 
Mstep: Class 16 contains 31814 members 
Mstep: Class 18 contains 65802 members 
Mstep: Class 20 contains 125473 members 
Mstep: Class 23 contains 45604 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750868.000000 Penalty: 34528.816406
Iteration 365Q: 17 clusters Score -6.475087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46910 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146543 members 
Mstep: Class 15 contains 18128 members 
Mstep: Class 16 contains 31820 members 
Mstep: Class 18 contains 65805 members 
Mstep: Class 20 contains 125453 members 
Mstep: Class 23 contains 45611 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750796.000000 Penalty: 34528.816406
Iteration 366Q: 17 clusters Score -6.47508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46907 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146544 members 
Mstep: Class 15 contains 18136 members 
Mstep: Class 16 contains 31824 members 
Mstep: Class 18 contains 65808 members 
Mstep: Class 20 contains 125431 members 
Mstep: Class 23 contains 45621 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750784.000000 Penalty: 34528.816406
Iteration 367Q: 17 clusters Score -6.475078e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46900 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 146552 members 
Mstep: Class 15 contains 18145 members 
Mstep: Class 16 contains 31825 members 
Mstep: Class 18 contains 65809 members 
Mstep: Class 20 contains 125406 members 
Mstep: Class 23 contains 45633 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750856.000000 Penalty: 34528.816406
Iteration 368Q: 17 clusters Score -6.475086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 146560 members 
Mstep: Class 15 contains 18149 members 
Mstep: Class 16 contains 31829 members 
Mstep: Class 18 contains 65809 members 
Mstep: Class 20 contains 125385 members 
Mstep: Class 23 contains 45639 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750844.000000 Penalty: 34528.816406
Iteration 369Q: 17 clusters Score -6.475084e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 146561 members 
Mstep: Class 15 contains 18150 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 18 contains 65808 members 
Mstep: Class 20 contains 125379 members 
Mstep: Class 23 contains 45641 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750864.000000 Penalty: 34528.816406
Iteration 370Q: 17 clusters Score -6.475086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46886 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2979 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146563 members 
Mstep: Class 15 contains 18151 members 
Mstep: Class 16 contains 31835 members 
Mstep: Class 18 contains 65809 members 
Mstep: Class 20 contains 125371 members 
Mstep: Class 23 contains 45642 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750844.000000 Penalty: 34528.816406
Iteration 371Q: 17 clusters Score -6.475084e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146551 members 
Mstep: Class 15 contains 18154 members 
Mstep: Class 16 contains 31835 members 
Mstep: Class 18 contains 65810 members 
Mstep: Class 20 contains 125376 members 
Mstep: Class 23 contains 45643 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750852.000000 Penalty: 34528.816406
Iteration 372Q: 17 clusters Score -6.475085e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46876 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146548 members 
Mstep: Class 15 contains 18155 members 
Mstep: Class 16 contains 31836 members 
Mstep: Class 18 contains 65810 members 
Mstep: Class 20 contains 125375 members 
Mstep: Class 23 contains 45647 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750836.000000 Penalty: 34528.816406
Iteration 373Q: 17 clusters Score -6.475084e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46872 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146555 members 
Mstep: Class 15 contains 18156 members 
Mstep: Class 16 contains 31836 members 
Mstep: Class 18 contains 65813 members 
Mstep: Class 20 contains 125354 members 
Mstep: Class 23 contains 45650 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750820.000000 Penalty: 34528.816406
Iteration 374Q: 17 clusters Score -6.475082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146562 members 
Mstep: Class 15 contains 18156 members 
Mstep: Class 16 contains 31835 members 
Mstep: Class 18 contains 65815 members 
Mstep: Class 20 contains 125338 members 
Mstep: Class 23 contains 45657 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750784.000000 Penalty: 34528.816406
Iteration 375Q: 17 clusters Score -6.475078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3019 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146567 members 
Mstep: Class 15 contains 18158 members 
Mstep: Class 16 contains 31835 members 
Mstep: Class 18 contains 65815 members 
Mstep: Class 20 contains 125317 members 
Mstep: Class 23 contains 45663 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750852.000000 Penalty: 34528.816406
Iteration 376Q: 17 clusters Score -6.475085e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146567 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 31834 members 
Mstep: Class 18 contains 65815 members 
Mstep: Class 20 contains 125294 members 
Mstep: Class 23 contains 45673 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750864.000000 Penalty: 34528.816406
Iteration 377Q: 17 clusters Score -6.475086e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 46866 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146574 members 
Mstep: Class 15 contains 18165 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 18 contains 65817 members 
Mstep: Class 20 contains 125274 members 
Mstep: Class 23 contains 45678 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750876.000000 Penalty: 34528.816406
Iteration 378Q: 17 clusters Score -6.475088e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146589 members 
Mstep: Class 15 contains 18165 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 18 contains 65818 members 
Mstep: Class 20 contains 125248 members 
Mstep: Class 23 contains 45685 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750844.000000 Penalty: 34528.816406
Iteration 379Q: 17 clusters Score -6.475084e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146597 members 
Mstep: Class 15 contains 18167 members 
Mstep: Class 16 contains 31834 members 
Mstep: Class 18 contains 65819 members 
Mstep: Class 20 contains 125227 members 
Mstep: Class 23 contains 45688 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750840.000000 Penalty: 34528.816406
Iteration 380F: 17 clusters Score -6.475084e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146601 members 
Mstep: Class 15 contains 18171 members 
Mstep: Class 16 contains 31837 members 
Mstep: Class 18 contains 65819 members 
Mstep: Class 20 contains 125213 members 
Mstep: Class 23 contains 45697 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750876.000000 Penalty: 34528.816406
Iteration 381Q: 17 clusters Score -6.475088e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146602 members 
Mstep: Class 15 contains 18178 members 
Mstep: Class 16 contains 31841 members 
Mstep: Class 18 contains 65816 members 
Mstep: Class 20 contains 125196 members 
Mstep: Class 23 contains 45702 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750900.000000 Penalty: 34528.816406
Iteration 382Q: 17 clusters Score -6.47509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46847 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 146615 members 
Mstep: Class 15 contains 18184 members 
Mstep: Class 16 contains 31845 members 
Mstep: Class 18 contains 65816 members 
Mstep: Class 20 contains 125165 members 
Mstep: Class 23 contains 45712 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750888.000000 Penalty: 34528.816406
Iteration 383Q: 17 clusters Score -6.475089e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 146622 members 
Mstep: Class 15 contains 18191 members 
Mstep: Class 16 contains 31847 members 
Mstep: Class 18 contains 65816 members 
Mstep: Class 20 contains 125149 members 
Mstep: Class 23 contains 45716 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750952.000000 Penalty: 34528.816406
Iteration 384Q: 17 clusters Score -6.475095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46837 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 146633 members 
Mstep: Class 15 contains 18195 members 
Mstep: Class 16 contains 31850 members 
Mstep: Class 18 contains 65818 members 
Mstep: Class 20 contains 125125 members 
Mstep: Class 23 contains 45721 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751020.000000 Penalty: 34528.816406
Iteration 385Q: 17 clusters Score -6.475102e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46836 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 146628 members 
Mstep: Class 15 contains 18195 members 
Mstep: Class 16 contains 31852 members 
Mstep: Class 18 contains 65821 members 
Mstep: Class 20 contains 125115 members 
Mstep: Class 23 contains 45727 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751032.000000 Penalty: 34528.816406
Iteration 386Q: 17 clusters Score -6.475103e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46839 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146627 members 
Mstep: Class 15 contains 18196 members 
Mstep: Class 16 contains 31857 members 
Mstep: Class 18 contains 65824 members 
Mstep: Class 20 contains 125100 members 
Mstep: Class 23 contains 45731 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751036.000000 Penalty: 34528.816406
Iteration 387Q: 17 clusters Score -6.475104e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46840 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146616 members 
Mstep: Class 15 contains 18197 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 18 contains 65827 members 
Mstep: Class 20 contains 125097 members 
Mstep: Class 23 contains 45736 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751020.000000 Penalty: 34528.816406
Iteration 388Q: 17 clusters Score -6.475102e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46841 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146605 members 
Mstep: Class 15 contains 18200 members 
Mstep: Class 16 contains 31860 members 
Mstep: Class 18 contains 65829 members 
Mstep: Class 20 contains 125096 members 
Mstep: Class 23 contains 45739 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751032.000000 Penalty: 34528.816406
Iteration 389Q: 17 clusters Score -6.475103e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46845 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 146604 members 
Mstep: Class 15 contains 18200 members 
Mstep: Class 16 contains 31860 members 
Mstep: Class 18 contains 65831 members 
Mstep: Class 20 contains 125087 members 
Mstep: Class 23 contains 45742 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751056.000000 Penalty: 34528.816406
Iteration 390Q: 17 clusters Score -6.475106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 146595 members 
Mstep: Class 15 contains 18203 members 
Mstep: Class 16 contains 31860 members 
Mstep: Class 18 contains 65832 members 
Mstep: Class 20 contains 125080 members 
Mstep: Class 23 contains 45746 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751044.000000 Penalty: 34528.816406
Iteration 391Q: 17 clusters Score -6.475104e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 146595 members 
Mstep: Class 15 contains 18204 members 
Mstep: Class 16 contains 31858 members 
Mstep: Class 18 contains 65833 members 
Mstep: Class 20 contains 125069 members 
Mstep: Class 23 contains 45753 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751000.000000 Penalty: 34528.816406
Iteration 392Q: 17 clusters Score -6.4751e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146589 members 
Mstep: Class 15 contains 18209 members 
Mstep: Class 16 contains 31858 members 
Mstep: Class 18 contains 65834 members 
Mstep: Class 20 contains 125060 members 
Mstep: Class 23 contains 45760 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750996.000000 Penalty: 34528.816406
Iteration 393Q: 17 clusters Score -6.4751e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18217 members 
Mstep: Class 16 contains 31858 members 
Mstep: Class 18 contains 65836 members 
Mstep: Class 20 contains 125059 members 
Mstep: Class 23 contains 45763 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750968.000000 Penalty: 34528.816406
Iteration 394Q: 17 clusters Score -6.475097e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46851 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18224 members 
Mstep: Class 16 contains 31857 members 
Mstep: Class 18 contains 65839 members 
Mstep: Class 20 contains 125047 members 
Mstep: Class 23 contains 45768 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750952.000000 Penalty: 34528.816406
Iteration 395Q: 17 clusters Score -6.475095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46852 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18229 members 
Mstep: Class 16 contains 31855 members 
Mstep: Class 18 contains 65841 members 
Mstep: Class 20 contains 125041 members 
Mstep: Class 23 contains 45768 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750872.000000 Penalty: 34528.816406
Iteration 396Q: 17 clusters Score -6.475087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146573 members 
Mstep: Class 15 contains 18234 members 
Mstep: Class 16 contains 31857 members 
Mstep: Class 18 contains 65841 members 
Mstep: Class 20 contains 125032 members 
Mstep: Class 23 contains 45772 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750844.000000 Penalty: 34528.816406
Iteration 397Q: 17 clusters Score -6.475084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46852 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146572 members 
Mstep: Class 15 contains 18237 members 
Mstep: Class 16 contains 31858 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125026 members 
Mstep: Class 23 contains 45776 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750880.000000 Penalty: 34528.816406
Iteration 398Q: 17 clusters Score -6.475088e+07 nChanged 19
Entering ConstructFrom: 
Score: -64750880.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Entering Unmasked Estep 
Score: -9637891.000000 Penalty: 1846.722900
	Iteration 0F: 2 clusters Score -9637891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -9580158.000000 Penalty: 3693.445801
	Iteration 0F: 3 clusters Score -9580158 nChanged 41211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -9604093.000000 Penalty: 3693.445801
	Iteration 1F: 3 clusters Score -9604093 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9605048.000000 Penalty: 3693.445801
	Iteration 2Q: 3 clusters Score -9605048 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -9606472.000000 Penalty: 3693.445801
	Iteration 3Q: 3 clusters Score -9606472 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -9609237.000000 Penalty: 3693.445801
	Iteration 4F: 3 clusters Score -9609237 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -9613653.000000 Penalty: 3693.445801
	Iteration 5F: 3 clusters Score -9613653 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -9619570.000000 Penalty: 3693.445801
	Iteration 6F: 3 clusters Score -9619570 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -9625488.000000 Penalty: 3693.445801
	Iteration 7F: 3 clusters Score -9625488 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -9630336.000000 Penalty: 3693.445801
	Iteration 8F: 3 clusters Score -9630336 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -9633579.000000 Penalty: 3693.445801
	Iteration 9Q: 3 clusters Score -9633579 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -9635082.000000 Penalty: 3693.445801
	Iteration 10Q: 3 clusters Score -9635082 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -9635719.000000 Penalty: 3693.445801
	Iteration 11Q: 3 clusters Score -9635719 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -9635989.000000 Penalty: 3693.445801
	Iteration 12Q: 3 clusters Score -9635989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -9636113.000000 Penalty: 3693.445801
	Iteration 13Q: 3 clusters Score -9636113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -9636186.000000 Penalty: 3693.445801
	Iteration 14Q: 3 clusters Score -9636186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -9636221.000000 Penalty: 3693.445801
	Iteration 15Q: 3 clusters Score -9636221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -9636234.000000 Penalty: 3693.445801
	Iteration 16Q: 3 clusters Score -9636234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -9636244.000000 Penalty: 3693.445801
	Iteration 17Q: 3 clusters Score -9636244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -9636250.000000 Penalty: 3693.445801
	Iteration 18Q: 3 clusters Score -9636250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -9636251.000000 Penalty: 3693.445801
	Iteration 19Q: 3 clusters Score -9636251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -9636259.000000 Penalty: 3693.445801
	Iteration 20F: 3 clusters Score -9636259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -132510.453125 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -132510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -130925.812500 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -130925.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131174.000000 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -131174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131244.109375 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -131244.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131286.765625 Penalty: 2305.895752
	Iteration 3Q: 3 clusters Score -131286.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131312.796875 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -131312.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131329.531250 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -131329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131336.390625 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -131336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131340.890625 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -131340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131342.468750 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -131342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131343.250000 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -131343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131344.812500 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -131344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131345.671875 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -131345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131346.625000 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -131346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131346.625000 Penalty: 2305.895752
	Iteration 13F: 3 clusters Score -131346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -546039.812500 Penalty: 1380.893555
	Iteration 0F: 2 clusters Score -546039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -542142.500000 Penalty: 2761.787109
	Iteration 0F: 3 clusters Score -542142.5 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -543270.187500 Penalty: 2761.787109
	Iteration 1F: 3 clusters Score -543270.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -543460.625000 Penalty: 2761.787109
	Iteration 2F: 3 clusters Score -543460.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -543589.750000 Penalty: 2761.787109
	Iteration 3F: 3 clusters Score -543589.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -543680.687500 Penalty: 2761.787109
	Iteration 4Q: 3 clusters Score -543680.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -543766.375000 Penalty: 2761.787109
	Iteration 5Q: 3 clusters Score -543766.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -543863.000000 Penalty: 2761.787109
	Iteration 6Q: 3 clusters Score -543863 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -543963.000000 Penalty: 2761.787109
	Iteration 7Q: 3 clusters Score -543963 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -544054.562500 Penalty: 2761.787109
	Iteration 8Q: 3 clusters Score -544054.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -544144.625000 Penalty: 2761.787109
	Iteration 9Q: 3 clusters Score -544144.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -544266.000000 Penalty: 2761.787109
	Iteration 10Q: 3 clusters Score -544266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -544411.875000 Penalty: 2761.787109
	Iteration 11Q: 3 clusters Score -544411.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -544523.875000 Penalty: 2761.787109
	Iteration 12Q: 3 clusters Score -544523.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -544604.437500 Penalty: 2761.787109
	Iteration 13Q: 3 clusters Score -544604.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -544659.375000 Penalty: 2761.787109
	Iteration 14Q: 3 clusters Score -544659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -544695.937500 Penalty: 2761.787109
	Iteration 15Q: 3 clusters Score -544695.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -544720.437500 Penalty: 2761.787109
	Iteration 16Q: 3 clusters Score -544720.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -544742.375000 Penalty: 2761.787109
	Iteration 17Q: 3 clusters Score -544742.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -544762.812500 Penalty: 2761.787109
	Iteration 18Q: 3 clusters Score -544762.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -544779.500000 Penalty: 2761.787109
	Iteration 19Q: 3 clusters Score -544779.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -544795.937500 Penalty: 2761.787109
	Iteration 20F: 3 clusters Score -544795.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -544813.875000 Penalty: 2761.787109
	Iteration 21Q: 3 clusters Score -544813.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -544824.937500 Penalty: 2761.787109
	Iteration 22Q: 3 clusters Score -544824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -544837.625000 Penalty: 2761.787109
	Iteration 23Q: 3 clusters Score -544837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -544843.000000 Penalty: 2761.787109
	Iteration 24Q: 3 clusters Score -544843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -544846.875000 Penalty: 2761.787109
	Iteration 25Q: 3 clusters Score -544846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -544853.250000 Penalty: 2761.787109
	Iteration 26Q: 3 clusters Score -544853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -544858.812500 Penalty: 2761.787109
	Iteration 27Q: 3 clusters Score -544858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -544867.562500 Penalty: 2761.787109
	Iteration 28Q: 3 clusters Score -544867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -544876.812500 Penalty: 2761.787109
	Iteration 29Q: 3 clusters Score -544876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -544880.875000 Penalty: 2761.787109
	Iteration 30Q: 3 clusters Score -544880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -544883.562500 Penalty: 2761.787109
	Iteration 31Q: 3 clusters Score -544883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -544884.937500 Penalty: 2761.787109
	Iteration 32Q: 3 clusters Score -544884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -544885.312500 Penalty: 2761.787109
	Iteration 33Q: 3 clusters Score -544885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -544885.625000 Penalty: 2761.787109
	Iteration 34Q: 3 clusters Score -544885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -544885.625000 Penalty: 2761.787109
	Iteration 35F: 3 clusters Score -544885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -537565.687500 Penalty: 1384.401001
	Iteration 0F: 2 clusters Score -537565.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -533597.250000 Penalty: 2768.802002
	Iteration 0F: 3 clusters Score -533597.2 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -534773.250000 Penalty: 2768.802002
	Iteration 1F: 3 clusters Score -534773.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -535023.437500 Penalty: 2768.802002
	Iteration 2F: 3 clusters Score -535023.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -535359.312500 Penalty: 2768.802002
	Iteration 3F: 3 clusters Score -535359.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -535809.375000 Penalty: 2768.802002
	Iteration 4F: 3 clusters Score -535809.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -536267.375000 Penalty: 2768.802002
	Iteration 5F: 3 clusters Score -536267.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -536661.500000 Penalty: 2768.802002
	Iteration 6F: 3 clusters Score -536661.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -536907.687500 Penalty: 2768.802002
	Iteration 7F: 3 clusters Score -536907.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -537020.062500 Penalty: 2768.802002
	Iteration 8Q: 3 clusters Score -537020.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -537072.125000 Penalty: 2768.802002
	Iteration 9Q: 3 clusters Score -537072.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -537098.437500 Penalty: 2768.802002
	Iteration 10Q: 3 clusters Score -537098.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -537113.187500 Penalty: 2768.802002
	Iteration 11Q: 3 clusters Score -537113.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -537119.500000 Penalty: 2768.802002
	Iteration 12Q: 3 clusters Score -537119.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -537129.875000 Penalty: 2768.802002
	Iteration 13Q: 3 clusters Score -537129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -537131.750000 Penalty: 2768.802002
	Iteration 14Q: 3 clusters Score -537131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -537134.125000 Penalty: 2768.802002
	Iteration 15Q: 3 clusters Score -537134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -537134.625000 Penalty: 2768.802002
	Iteration 16Q: 3 clusters Score -537134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -537135.687500 Penalty: 2768.802002
	Iteration 17Q: 3 clusters Score -537135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -537137.250000 Penalty: 2768.802002
	Iteration 18Q: 3 clusters Score -537137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -537138.750000 Penalty: 2768.802002
	Iteration 19Q: 3 clusters Score -537138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -537140.437500 Penalty: 2768.802002
	Iteration 20F: 3 clusters Score -537140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -537140.562500 Penalty: 2768.802002
	Iteration 21Q: 3 clusters Score -537140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -537140.562500 Penalty: 2768.802002
	Iteration 22F: 3 clusters Score -537140.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -42349.320312 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -42349.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41329.933594 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -41329.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41454.750000 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -41454.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41488.367188 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -41488.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41508.136719 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -41508.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41523.234375 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -41523.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41533.105469 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -41533.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41537.496094 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -41537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41538.757812 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -41538.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41538.757812 Penalty: 1954.457520
	Iteration 8F: 3 clusters Score -41538.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Entering Unmasked Estep 
Score: -5333975.000000 Penalty: 1747.657104
	Iteration 0F: 2 clusters Score -5333975 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 23352 members 
Entering Unmasked Estep 
Score: -5302731.000000 Penalty: 3495.314209
	Iteration 0F: 3 clusters Score -5302731 nChanged 21915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5314693.500000 Penalty: 3495.314209
	Iteration 1F: 3 clusters Score -5314694 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5315091.000000 Penalty: 3495.314209
	Iteration 2Q: 3 clusters Score -5315091 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5315508.000000 Penalty: 3495.314209
	Iteration 3Q: 3 clusters Score -5315508 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5316104.000000 Penalty: 3495.314209
	Iteration 4Q: 3 clusters Score -5316104 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5317048.500000 Penalty: 3495.314209
	Iteration 5Q: 3 clusters Score -5317048 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5318596.000000 Penalty: 3495.314209
	Iteration 6F: 3 clusters Score -5318596 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5321068.000000 Penalty: 3495.314209
	Iteration 7F: 3 clusters Score -5321068 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5324395.500000 Penalty: 3495.314209
	Iteration 8F: 3 clusters Score -5324396 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -5327529.000000 Penalty: 3495.314209
	Iteration 9F: 3 clusters Score -5327529 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -5329624.000000 Penalty: 3495.314209
	Iteration 10Q: 3 clusters Score -5329624 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5330647.500000 Penalty: 3495.314209
	Iteration 11Q: 3 clusters Score -5330648 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5331121.000000 Penalty: 3495.314209
	Iteration 12Q: 3 clusters Score -5331121 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5331389.500000 Penalty: 3495.314209
	Iteration 13Q: 3 clusters Score -5331390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5331578.500000 Penalty: 3495.314209
	Iteration 14Q: 3 clusters Score -5331578 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5331717.500000 Penalty: 3495.314209
	Iteration 15Q: 3 clusters Score -5331718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5331825.500000 Penalty: 3495.314209
	Iteration 16Q: 3 clusters Score -5331826 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5331964.000000 Penalty: 3495.314209
	Iteration 17Q: 3 clusters Score -5331964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5332085.500000 Penalty: 3495.314209
	Iteration 18Q: 3 clusters Score -5332086 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5332183.500000 Penalty: 3495.314209
	Iteration 19Q: 3 clusters Score -5332184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5332245.000000 Penalty: 3495.314209
	Iteration 20F: 3 clusters Score -5332245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5332291.000000 Penalty: 3495.314209
	Iteration 21Q: 3 clusters Score -5332291 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5332353.000000 Penalty: 3495.314209
	Iteration 22Q: 3 clusters Score -5332353 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5332408.500000 Penalty: 3495.314209
	Iteration 23Q: 3 clusters Score -5332408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5332440.000000 Penalty: 3495.314209
	Iteration 24Q: 3 clusters Score -5332440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5332446.500000 Penalty: 3495.314209
	Iteration 25Q: 3 clusters Score -5332446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5332473.500000 Penalty: 3495.314209
	Iteration 26Q: 3 clusters Score -5332474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5332503.500000 Penalty: 3495.314209
	Iteration 27Q: 3 clusters Score -5332504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5332527.000000 Penalty: 3495.314209
	Iteration 28Q: 3 clusters Score -5332527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5332565.500000 Penalty: 3495.314209
	Iteration 29Q: 3 clusters Score -5332566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5332576.500000 Penalty: 3495.314209
	Iteration 30Q: 3 clusters Score -5332576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5332592.500000 Penalty: 3495.314209
	Iteration 31Q: 3 clusters Score -5332592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5332603.000000 Penalty: 3495.314209
	Iteration 32Q: 3 clusters Score -5332603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5332618.000000 Penalty: 3495.314209
	Iteration 33Q: 3 clusters Score -5332618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5332622.000000 Penalty: 3495.314209
	Iteration 34Q: 3 clusters Score -5332622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5332631.000000 Penalty: 3495.314209
	Iteration 35Q: 3 clusters Score -5332631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5332644.000000 Penalty: 3495.314209
	Iteration 36Q: 3 clusters Score -5332644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5332655.500000 Penalty: 3495.314209
	Iteration 37Q: 3 clusters Score -5332656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5332655.000000 Penalty: 3495.314209
	Iteration 38Q: 3 clusters Score -5332655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5332665.500000 Penalty: 3495.314209
	Iteration 39Q: 3 clusters Score -5332666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5332672.000000 Penalty: 3495.314209
	Iteration 40F: 3 clusters Score -5332672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5332671.000000 Penalty: 3495.314209
	Iteration 41Q: 3 clusters Score -5332671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5332675.000000 Penalty: 3495.314209
	Iteration 42Q: 3 clusters Score -5332675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5332673.000000 Penalty: 3495.314209
	Iteration 43Q: 3 clusters Score -5332673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5332668.500000 Penalty: 3495.314209
	Iteration 44Q: 3 clusters Score -5332668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5332667.500000 Penalty: 3495.314209
	Iteration 45Q: 3 clusters Score -5332668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5332656.000000 Penalty: 3495.314209
	Iteration 46Q: 3 clusters Score -5332656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5332659.000000 Penalty: 3495.314209
	Iteration 47Q: 3 clusters Score -5332659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5332660.500000 Penalty: 3495.314209
	Iteration 48Q: 3 clusters Score -5332660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5332661.500000 Penalty: 3495.314209
	Iteration 49Q: 3 clusters Score -5332662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5332663.000000 Penalty: 3495.314209
	Iteration 50Q: 3 clusters Score -5332663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5332661.500000 Penalty: 3495.314209
	Iteration 51Q: 3 clusters Score -5332662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5332660.500000 Penalty: 3495.314209
	Iteration 52Q: 3 clusters Score -5332660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5332662.000000 Penalty: 3495.314209
	Iteration 53Q: 3 clusters Score -5332662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5332660.000000 Penalty: 3495.314209
	Iteration 54Q: 3 clusters Score -5332660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5332663.500000 Penalty: 3495.314209
	Iteration 55Q: 3 clusters Score -5332664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5332668.500000 Penalty: 3495.314209
	Iteration 56Q: 3 clusters Score -5332668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5332669.500000 Penalty: 3495.314209
	Iteration 57Q: 3 clusters Score -5332670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5332664.000000 Penalty: 3495.314209
	Iteration 58Q: 3 clusters Score -5332664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5332665.000000 Penalty: 3495.314209
	Iteration 59Q: 3 clusters Score -5332665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5332661.500000 Penalty: 3495.314209
	Iteration 60F: 3 clusters Score -5332662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5332663.500000 Penalty: 3495.314209
	Iteration 61Q: 3 clusters Score -5332664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5332666.000000 Penalty: 3495.314209
	Iteration 62Q: 3 clusters Score -5332666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5332673.500000 Penalty: 3495.314209
	Iteration 63Q: 3 clusters Score -5332674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5332662.500000 Penalty: 3495.314209
	Iteration 64Q: 3 clusters Score -5332662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5332666.000000 Penalty: 3495.314209
	Iteration 65Q: 3 clusters Score -5332666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5332666.000000 Penalty: 3495.314209
	Iteration 66F: 3 clusters Score -5332666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -13822.531250 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -13822.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13285.003906 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -13285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13426.445312 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -13426.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13464.133789 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -13464.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13472.235352 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -13472.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13481.716797 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -13481.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13491.976562 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -13491.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13491.976562 Penalty: 1672.935669
	Iteration 6F: 3 clusters Score -13491.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -351305.312500 Penalty: 1305.100098
	Iteration 0F: 2 clusters Score -351305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -348569.437500 Penalty: 2610.200195
	Iteration 0F: 3 clusters Score -348569.4 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349219.343750 Penalty: 2610.200195
	Iteration 1F: 3 clusters Score -349219.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -349342.562500 Penalty: 2610.200195
	Iteration 2F: 3 clusters Score -349342.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -349398.156250 Penalty: 2610.200195
	Iteration 3Q: 3 clusters Score -349398.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -349430.031250 Penalty: 2610.200195
	Iteration 4Q: 3 clusters Score -349430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -349452.562500 Penalty: 2610.200195
	Iteration 5Q: 3 clusters Score -349452.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -349469.656250 Penalty: 2610.200195
	Iteration 6Q: 3 clusters Score -349469.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -349483.468750 Penalty: 2610.200195
	Iteration 7Q: 3 clusters Score -349483.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -349498.031250 Penalty: 2610.200195
	Iteration 8Q: 3 clusters Score -349498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -349513.156250 Penalty: 2610.200195
	Iteration 9Q: 3 clusters Score -349513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -349522.281250 Penalty: 2610.200195
	Iteration 10Q: 3 clusters Score -349522.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -349533.375000 Penalty: 2610.200195
	Iteration 11Q: 3 clusters Score -349533.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -349542.062500 Penalty: 2610.200195
	Iteration 12Q: 3 clusters Score -349542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -349554.531250 Penalty: 2610.200195
	Iteration 13Q: 3 clusters Score -349554.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -349564.125000 Penalty: 2610.200195
	Iteration 14Q: 3 clusters Score -349564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -349572.312500 Penalty: 2610.200195
	Iteration 15Q: 3 clusters Score -349572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -349578.781250 Penalty: 2610.200195
	Iteration 16Q: 3 clusters Score -349578.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -349585.093750 Penalty: 2610.200195
	Iteration 17Q: 3 clusters Score -349585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -349590.500000 Penalty: 2610.200195
	Iteration 18Q: 3 clusters Score -349590.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -349594.812500 Penalty: 2610.200195
	Iteration 19Q: 3 clusters Score -349594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -349600.218750 Penalty: 2610.200195
	Iteration 20F: 3 clusters Score -349600.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -349607.656250 Penalty: 2610.200195
	Iteration 21Q: 3 clusters Score -349607.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -349616.937500 Penalty: 2610.200195
	Iteration 22Q: 3 clusters Score -349616.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -349627.343750 Penalty: 2610.200195
	Iteration 23Q: 3 clusters Score -349627.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -349636.218750 Penalty: 2610.200195
	Iteration 24Q: 3 clusters Score -349636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -349642.468750 Penalty: 2610.200195
	Iteration 25Q: 3 clusters Score -349642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -349648.531250 Penalty: 2610.200195
	Iteration 26Q: 3 clusters Score -349648.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -349657.125000 Penalty: 2610.200195
	Iteration 27Q: 3 clusters Score -349657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -349665.500000 Penalty: 2610.200195
	Iteration 28Q: 3 clusters Score -349665.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -349679.343750 Penalty: 2610.200195
	Iteration 29Q: 3 clusters Score -349679.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -349691.218750 Penalty: 2610.200195
	Iteration 30Q: 3 clusters Score -349691.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -349708.375000 Penalty: 2610.200195
	Iteration 31Q: 3 clusters Score -349708.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -349732.437500 Penalty: 2610.200195
	Iteration 32Q: 3 clusters Score -349732.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -349754.218750 Penalty: 2610.200195
	Iteration 33Q: 3 clusters Score -349754.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -349775.812500 Penalty: 2610.200195
	Iteration 34Q: 3 clusters Score -349775.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -349799.156250 Penalty: 2610.200195
	Iteration 35Q: 3 clusters Score -349799.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -349821.687500 Penalty: 2610.200195
	Iteration 36Q: 3 clusters Score -349821.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -349844.500000 Penalty: 2610.200195
	Iteration 37Q: 3 clusters Score -349844.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -349868.531250 Penalty: 2610.200195
	Iteration 38Q: 3 clusters Score -349868.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -349897.687500 Penalty: 2610.200195
	Iteration 39Q: 3 clusters Score -349897.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -349920.593750 Penalty: 2610.200195
	Iteration 40F: 3 clusters Score -349920.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -349949.500000 Penalty: 2610.200195
	Iteration 41Q: 3 clusters Score -349949.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -349969.062500 Penalty: 2610.200195
	Iteration 42Q: 3 clusters Score -349969.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -349985.906250 Penalty: 2610.200195
	Iteration 43Q: 3 clusters Score -349985.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -349997.562500 Penalty: 2610.200195
	Iteration 44Q: 3 clusters Score -349997.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -350007.093750 Penalty: 2610.200195
	Iteration 45Q: 3 clusters Score -350007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -350014.437500 Penalty: 2610.200195
	Iteration 46Q: 3 clusters Score -350014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -350021.500000 Penalty: 2610.200195
	Iteration 47Q: 3 clusters Score -350021.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -350035.375000 Penalty: 2610.200195
	Iteration 48Q: 3 clusters Score -350035.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -350048.562500 Penalty: 2610.200195
	Iteration 49Q: 3 clusters Score -350048.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -350060.468750 Penalty: 2610.200195
	Iteration 50Q: 3 clusters Score -350060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -350067.250000 Penalty: 2610.200195
	Iteration 51Q: 3 clusters Score -350067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -350072.718750 Penalty: 2610.200195
	Iteration 52Q: 3 clusters Score -350072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -350077.562500 Penalty: 2610.200195
	Iteration 53Q: 3 clusters Score -350077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -350080.593750 Penalty: 2610.200195
	Iteration 54Q: 3 clusters Score -350080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -350089.281250 Penalty: 2610.200195
	Iteration 55Q: 3 clusters Score -350089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -350096.406250 Penalty: 2610.200195
	Iteration 56Q: 3 clusters Score -350096.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -350100.812500 Penalty: 2610.200195
	Iteration 57Q: 3 clusters Score -350100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -350103.250000 Penalty: 2610.200195
	Iteration 58Q: 3 clusters Score -350103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -350109.437500 Penalty: 2610.200195
	Iteration 59Q: 3 clusters Score -350109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -350115.875000 Penalty: 2610.200195
	Iteration 60F: 3 clusters Score -350115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -350124.468750 Penalty: 2610.200195
	Iteration 61Q: 3 clusters Score -350124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -350134.843750 Penalty: 2610.200195
	Iteration 62Q: 3 clusters Score -350134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -350142.125000 Penalty: 2610.200195
	Iteration 63Q: 3 clusters Score -350142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -350147.843750 Penalty: 2610.200195
	Iteration 64Q: 3 clusters Score -350147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -350153.062500 Penalty: 2610.200195
	Iteration 65Q: 3 clusters Score -350153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -350154.312500 Penalty: 2610.200195
	Iteration 66Q: 3 clusters Score -350154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -350154.312500 Penalty: 2610.200195
	Iteration 67F: 3 clusters Score -350154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -246413.937500 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -246413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -244102.718750 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -244102.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244613.484375 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -244613.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244781.265625 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -244781.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -244873.765625 Penalty: 2513.589355
	Iteration 3F: 3 clusters Score -244873.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -244962.109375 Penalty: 2513.589355
	Iteration 4Q: 3 clusters Score -244962.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245046.000000 Penalty: 2513.589355
	Iteration 5Q: 3 clusters Score -245046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -245132.437500 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -245132.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -245198.484375 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -245198.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -245266.265625 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -245266.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -245332.687500 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -245332.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -245398.203125 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -245398.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245472.718750 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -245472.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -245550.078125 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -245550.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -245609.468750 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -245609.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -245642.812500 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -245642.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -245670.187500 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -245670.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -245692.875000 Penalty: 2513.589355
	Iteration 16Q: 3 clusters Score -245692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -245706.781250 Penalty: 2513.589355
	Iteration 17Q: 3 clusters Score -245706.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245719.703125 Penalty: 2513.589355
	Iteration 18Q: 3 clusters Score -245719.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245730.906250 Penalty: 2513.589355
	Iteration 19Q: 3 clusters Score -245730.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245739.406250 Penalty: 2513.589355
	Iteration 20F: 3 clusters Score -245739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245747.328125 Penalty: 2513.589355
	Iteration 21Q: 3 clusters Score -245747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -245757.859375 Penalty: 2513.589355
	Iteration 22Q: 3 clusters Score -245757.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -245769.156250 Penalty: 2513.589355
	Iteration 23Q: 3 clusters Score -245769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245777.671875 Penalty: 2513.589355
	Iteration 24Q: 3 clusters Score -245777.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245790.640625 Penalty: 2513.589355
	Iteration 25Q: 3 clusters Score -245790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -245799.500000 Penalty: 2513.589355
	Iteration 26Q: 3 clusters Score -245799.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -245807.390625 Penalty: 2513.589355
	Iteration 27Q: 3 clusters Score -245807.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -245816.875000 Penalty: 2513.589355
	Iteration 28Q: 3 clusters Score -245816.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -245827.546875 Penalty: 2513.589355
	Iteration 29Q: 3 clusters Score -245827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -245830.812500 Penalty: 2513.589355
	Iteration 30Q: 3 clusters Score -245830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -245832.453125 Penalty: 2513.589355
	Iteration 31Q: 3 clusters Score -245832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245833.656250 Penalty: 2513.589355
	Iteration 32Q: 3 clusters Score -245833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245834.578125 Penalty: 2513.589355
	Iteration 33Q: 3 clusters Score -245834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245836.296875 Penalty: 2513.589355
	Iteration 34Q: 3 clusters Score -245836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245837.578125 Penalty: 2513.589355
	Iteration 35Q: 3 clusters Score -245837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -245839.656250 Penalty: 2513.589355
	Iteration 36Q: 3 clusters Score -245839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -245840.250000 Penalty: 2513.589355
	Iteration 37Q: 3 clusters Score -245840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245840.968750 Penalty: 2513.589355
	Iteration 38Q: 3 clusters Score -245841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245840.968750 Penalty: 2513.589355
	Iteration 39F: 3 clusters Score -245841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146575 members 
Entering Unmasked Estep 
Score: -16533883.000000 Penalty: 1932.984985
	Iteration 0F: 2 clusters Score -1.653388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -16438263.000000 Penalty: 3865.969971
	Iteration 0F: 3 clusters Score -1.643826e+07 nChanged 70789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -16479695.000000 Penalty: 3865.969971
	Iteration 1F: 3 clusters Score -1.64797e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -16480721.000000 Penalty: 3865.969971
	Iteration 2Q: 3 clusters Score -1.648072e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -16482144.000000 Penalty: 3865.969971
	Iteration 3Q: 3 clusters Score -1.648214e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -16484364.000000 Penalty: 3865.969971
	Iteration 4Q: 3 clusters Score -1.648436e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -16487543.000000 Penalty: 3865.969971
	Iteration 5Q: 3 clusters Score -1.648754e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -16493126.000000 Penalty: 3865.969971
	Iteration 6F: 3 clusters Score -1.649313e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -16501095.000000 Penalty: 3865.969971
	Iteration 7F: 3 clusters Score -1.65011e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -16509805.000000 Penalty: 3865.969971
	Iteration 8F: 3 clusters Score -1.65098e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -16514985.000000 Penalty: 3865.969971
	Iteration 9F: 3 clusters Score -1.651498e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -16516772.000000 Penalty: 3865.969971
	Iteration 10Q: 3 clusters Score -1.651677e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -16517239.000000 Penalty: 3865.969971
	Iteration 11Q: 3 clusters Score -1.651724e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -16517461.000000 Penalty: 3865.969971
	Iteration 12Q: 3 clusters Score -1.651746e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -16517712.000000 Penalty: 3865.969971
	Iteration 13Q: 3 clusters Score -1.651771e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1.651789e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -16517944.000000 Penalty: 3865.969971
	Iteration 15Q: 3 clusters Score -1.651794e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -16518055.000000 Penalty: 3865.969971
	Iteration 16Q: 3 clusters Score -1.651806e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -16518155.000000 Penalty: 3865.969971
	Iteration 17Q: 3 clusters Score -1.651816e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -16518222.000000 Penalty: 3865.969971
	Iteration 18Q: 3 clusters Score -1.651822e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -16518389.000000 Penalty: 3865.969971
	Iteration 19Q: 3 clusters Score -1.651839e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -16518481.000000 Penalty: 3865.969971
	Iteration 20F: 3 clusters Score -1.651848e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -16518619.000000 Penalty: 3865.969971
	Iteration 21Q: 3 clusters Score -1.651862e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -16518656.000000 Penalty: 3865.969971
	Iteration 22Q: 3 clusters Score -1.651866e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -16518792.000000 Penalty: 3865.969971
	Iteration 23Q: 3 clusters Score -1.651879e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1.651886e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.6519e+07 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -16519108.000000 Penalty: 3865.969971
	Iteration 26Q: 3 clusters Score -1.651911e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -16519165.000000 Penalty: 3865.969971
	Iteration 27Q: 3 clusters Score -1.651916e+07 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.65192e+07 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.651921e+07 nChanged 545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.651923e+07 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.651927e+07 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.651934e+07 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.651936e+07 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.651947e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.651947e+07 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1.651949e+07 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.651955e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -16519596.000000 Penalty: 3865.969971
	Iteration 38Q: 3 clusters Score -1.65196e+07 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.651966e+07 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -16519691.000000 Penalty: 3865.969971
	Iteration 40F: 3 clusters Score -1.651969e+07 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.651968e+07 nChanged 313
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Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.651971e+07 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.651967e+07 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.65197e+07 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.65197e+07 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.651969e+07 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.65197e+07 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.651968e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -16519666.000000 Penalty: 3865.969971
	Iteration 49Q: 3 clusters Score -1.651967e+07 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -16519694.000000 Penalty: 3865.969971
	Iteration 50Q: 3 clusters Score -1.651969e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.65197e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -16519749.000000 Penalty: 3865.969971
	Iteration 52Q: 3 clusters Score -1.651975e+07 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -16519752.000000 Penalty: 3865.969971
	Iteration 53Q: 3 clusters Score -1.651975e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.651975e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -16519726.000000 Penalty: 3865.969971
	Iteration 55Q: 3 clusters Score -1.651973e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -16519725.000000 Penalty: 3865.969971
	Iteration 56Q: 3 clusters Score -1.651972e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -16519770.000000 Penalty: 3865.969971
	Iteration 57Q: 3 clusters Score -1.651977e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.651977e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -16519768.000000 Penalty: 3865.969971
	Iteration 59Q: 3 clusters Score -1.651977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -16519777.000000 Penalty: 3865.969971
	Iteration 60F: 3 clusters Score -1.651978e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.651977e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.651977e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -16519742.000000 Penalty: 3865.969971
	Iteration 63Q: 3 clusters Score -1.651974e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -16519736.000000 Penalty: 3865.969971
	Iteration 64Q: 3 clusters Score -1.651974e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.651975e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.651974e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.651976e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -16519761.000000 Penalty: 3865.969971
	Iteration 68Q: 3 clusters Score -1.651976e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.651977e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.651977e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -16519764.000000 Penalty: 3865.969971
	Iteration 71Q: 3 clusters Score -1.651976e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.651976e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.651976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.651975e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.651974e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.651974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -16519738.000000 Penalty: 3865.969971
	Iteration 77Q: 3 clusters Score -1.651974e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -16519722.000000 Penalty: 3865.969971
	Iteration 78Q: 3 clusters Score -1.651972e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.651973e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -16519741.000000 Penalty: 3865.969971
	Iteration 80F: 3 clusters Score -1.651974e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.651975e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.651976e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.651976e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.651975e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.651974e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.651976e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.651976e+07 nChanged 8
Entering Unmasked Mstep 
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	Iteration 88Q: 3 clusters Score -1.651976e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.651974e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.651974e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.651974e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.651974e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.651974e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.651976e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.651975e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -16519768.000000 Penalty: 3865.969971
	Iteration 96Q: 3 clusters Score -1.651977e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.651977e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.651976e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.651975e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.651975e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -16519752.000000 Penalty: 3865.969971
	Iteration 101Q: 3 clusters Score -1.651975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -16519746.000000 Penalty: 3865.969971
	Iteration 102Q: 3 clusters Score -1.651975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -16519740.000000 Penalty: 3865.969971
	Iteration 103Q: 3 clusters Score -1.651974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -16519727.000000 Penalty: 3865.969971
	Iteration 104Q: 3 clusters Score -1.651973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -16519739.000000 Penalty: 3865.969971
	Iteration 105Q: 3 clusters Score -1.651974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -16519743.000000 Penalty: 3865.969971
	Iteration 106Q: 3 clusters Score -1.651974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -16519753.000000 Penalty: 3865.969971
	Iteration 107Q: 3 clusters Score -1.651975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -16519751.000000 Penalty: 3865.969971
	Iteration 108Q: 3 clusters Score -1.651975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -16519756.000000 Penalty: 3865.969971
	Iteration 109Q: 3 clusters Score -1.651976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -16519756.000000 Penalty: 3865.969971
	Iteration 110Q: 3 clusters Score -1.651976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -16519749.000000 Penalty: 3865.969971
	Iteration 111Q: 3 clusters Score -1.651975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -16519751.000000 Penalty: 3865.969971
	Iteration 112Q: 3 clusters Score -1.651975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -16519761.000000 Penalty: 3865.969971
	Iteration 113Q: 3 clusters Score -1.651976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -16519756.000000 Penalty: 3865.969971
	Iteration 114Q: 3 clusters Score -1.651976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -16519763.000000 Penalty: 3865.969971
	Iteration 115Q: 3 clusters Score -1.651976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -16519780.000000 Penalty: 3865.969971
	Iteration 116Q: 3 clusters Score -1.651978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -16519786.000000 Penalty: 3865.969971
	Iteration 117Q: 3 clusters Score -1.651979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -16519784.000000 Penalty: 3865.969971
	Iteration 118Q: 3 clusters Score -1.651978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -16519786.000000 Penalty: 3865.969971
	Iteration 119Q: 3 clusters Score -1.651979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -16519791.000000 Penalty: 3865.969971
	Iteration 120F: 3 clusters Score -1.651979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -16519785.000000 Penalty: 3865.969971
	Iteration 121Q: 3 clusters Score -1.651978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -16519785.000000 Penalty: 3865.969971
	Iteration 122Q: 3 clusters Score -1.651978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -16519783.000000 Penalty: 3865.969971
	Iteration 123Q: 3 clusters Score -1.651978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -16519787.000000 Penalty: 3865.969971
	Iteration 124Q: 3 clusters Score -1.651979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -16519793.000000 Penalty: 3865.969971
	Iteration 125Q: 3 clusters Score -1.651979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -16519797.000000 Penalty: 3865.969971
	Iteration 126Q: 3 clusters Score -1.65198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -16519797.000000 Penalty: 3865.969971
	Iteration 127Q: 3 clusters Score -1.65198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -16519793.000000 Penalty: 3865.969971
	Iteration 128Q: 3 clusters Score -1.651979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -16519798.000000 Penalty: 3865.969971
	Iteration 129Q: 3 clusters Score -1.65198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -16519792.000000 Penalty: 3865.969971
	Iteration 130Q: 3 clusters Score -1.651979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -16519806.000000 Penalty: 3865.969971
	Iteration 131Q: 3 clusters Score -1.651981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -16519797.000000 Penalty: 3865.969971
	Iteration 132Q: 3 clusters Score -1.65198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -16519797.000000 Penalty: 3865.969971
	Iteration 133F: 3 clusters Score -1.65198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -2082096.875000 Penalty: 1594.339111
	Iteration 0F: 2 clusters Score -2082097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2069630.875000 Penalty: 3188.678223
	Iteration 0F: 3 clusters Score -2069631 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2074183.500000 Penalty: 3188.678223
	Iteration 1F: 3 clusters Score -2074184 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2074695.375000 Penalty: 3188.678223
	Iteration 2F: 3 clusters Score -2074695 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2075275.500000 Penalty: 3188.678223
	Iteration 3F: 3 clusters Score -2075276 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2076004.750000 Penalty: 3188.678223
	Iteration 4F: 3 clusters Score -2076005 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2076957.375000 Penalty: 3188.678223
	Iteration 5F: 3 clusters Score -2076957 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2078077.000000 Penalty: 3188.678223
	Iteration 6F: 3 clusters Score -2078077 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2079131.875000 Penalty: 3188.678223
	Iteration 7F: 3 clusters Score -2079132 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2079928.750000 Penalty: 3188.678223
	Iteration 8Q: 3 clusters Score -2079929 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2080393.875000 Penalty: 3188.678223
	Iteration 9Q: 3 clusters Score -2080394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2080618.750000 Penalty: 3188.678223
	Iteration 10Q: 3 clusters Score -2080619 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2080754.000000 Penalty: 3188.678223
	Iteration 11Q: 3 clusters Score -2080754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2080822.625000 Penalty: 3188.678223
	Iteration 12Q: 3 clusters Score -2080823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2080864.250000 Penalty: 3188.678223
	Iteration 13Q: 3 clusters Score -2080864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2080883.000000 Penalty: 3188.678223
	Iteration 14Q: 3 clusters Score -2080883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2080893.500000 Penalty: 3188.678223
	Iteration 15Q: 3 clusters Score -2080894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2080897.625000 Penalty: 3188.678223
	Iteration 16Q: 3 clusters Score -2080898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2080905.500000 Penalty: 3188.678223
	Iteration 17Q: 3 clusters Score -2080906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2080909.125000 Penalty: 3188.678223
	Iteration 18Q: 3 clusters Score -2080909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2080913.125000 Penalty: 3188.678223
	Iteration 19Q: 3 clusters Score -2080913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2080917.500000 Penalty: 3188.678223
	Iteration 20F: 3 clusters Score -2080918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2080920.750000 Penalty: 3188.678223
	Iteration 21Q: 3 clusters Score -2080921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2080926.375000 Penalty: 3188.678223
	Iteration 22Q: 3 clusters Score -2080926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2080927.000000 Penalty: 3188.678223
	Iteration 23Q: 3 clusters Score -2080927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2080925.875000 Penalty: 3188.678223
	Iteration 24Q: 3 clusters Score -2080926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2080929.125000 Penalty: 3188.678223
	Iteration 25Q: 3 clusters Score -2080929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2080930.125000 Penalty: 3188.678223
	Iteration 26Q: 3 clusters Score -2080930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2080930.375000 Penalty: 3188.678223
	Iteration 27Q: 3 clusters Score -2080930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2080934.250000 Penalty: 3188.678223
	Iteration 28Q: 3 clusters Score -2080934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2080939.000000 Penalty: 3188.678223
	Iteration 29Q: 3 clusters Score -2080939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2080945.125000 Penalty: 3188.678223
	Iteration 30Q: 3 clusters Score -2080945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2080943.875000 Penalty: 3188.678223
	Iteration 31Q: 3 clusters Score -2080944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2080948.750000 Penalty: 3188.678223
	Iteration 32Q: 3 clusters Score -2080949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2080945.875000 Penalty: 3188.678223
	Iteration 33Q: 3 clusters Score -2080946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2080947.625000 Penalty: 3188.678223
	Iteration 34Q: 3 clusters Score -2080948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2080947.125000 Penalty: 3188.678223
	Iteration 35Q: 3 clusters Score -2080947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2080947.500000 Penalty: 3188.678223
	Iteration 36Q: 3 clusters Score -2080948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2080947.500000 Penalty: 3188.678223
	Iteration 37F: 3 clusters Score -2080948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Entering Unmasked Estep 
Score: -3513397.000000 Penalty: 1684.959473
	Iteration 0F: 2 clusters Score -3513397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3491908.250000 Penalty: 3369.918945
	Iteration 0F: 3 clusters Score -3491908 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3500003.000000 Penalty: 3369.918945
	Iteration 1F: 3 clusters Score -3500003 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3500335.750000 Penalty: 3369.918945
	Iteration 2Q: 3 clusters Score -3500336 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3500691.250000 Penalty: 3369.918945
	Iteration 3Q: 3 clusters Score -3500691 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3501139.500000 Penalty: 3369.918945
	Iteration 4Q: 3 clusters Score -3501140 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3501798.250000 Penalty: 3369.918945
	Iteration 5Q: 3 clusters Score -3501798 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3502813.250000 Penalty: 3369.918945
	Iteration 6Q: 3 clusters Score -3502813 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3504097.750000 Penalty: 3369.918945
	Iteration 7F: 3 clusters Score -3504098 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3505613.500000 Penalty: 3369.918945
	Iteration 8F: 3 clusters Score -3505614 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3507051.500000 Penalty: 3369.918945
	Iteration 9F: 3 clusters Score -3507052 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3508235.500000 Penalty: 3369.918945
	Iteration 10Q: 3 clusters Score -3508236 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3509165.250000 Penalty: 3369.918945
	Iteration 11Q: 3 clusters Score -3509165 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3509882.500000 Penalty: 3369.918945
	Iteration 12Q: 3 clusters Score -3509882 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3510443.750000 Penalty: 3369.918945
	Iteration 13Q: 3 clusters Score -3510444 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3510866.000000 Penalty: 3369.918945
	Iteration 14Q: 3 clusters Score -3510866 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3511139.750000 Penalty: 3369.918945
	Iteration 15Q: 3 clusters Score -3511140 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3511333.000000 Penalty: 3369.918945
	Iteration 16Q: 3 clusters Score -3511333 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3511481.500000 Penalty: 3369.918945
	Iteration 17Q: 3 clusters Score -3511482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3511601.500000 Penalty: 3369.918945
	Iteration 18Q: 3 clusters Score -3511602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3511687.750000 Penalty: 3369.918945
	Iteration 19Q: 3 clusters Score -3511688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3511774.750000 Penalty: 3369.918945
	Iteration 20F: 3 clusters Score -3511775 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3511849.250000 Penalty: 3369.918945
	Iteration 21Q: 3 clusters Score -3511849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3511901.750000 Penalty: 3369.918945
	Iteration 22Q: 3 clusters Score -3511902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3511935.000000 Penalty: 3369.918945
	Iteration 23Q: 3 clusters Score -3511935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3511973.000000 Penalty: 3369.918945
	Iteration 24Q: 3 clusters Score -3511973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3511990.000000 Penalty: 3369.918945
	Iteration 25Q: 3 clusters Score -3511990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3512011.750000 Penalty: 3369.918945
	Iteration 26Q: 3 clusters Score -3512012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3512038.000000 Penalty: 3369.918945
	Iteration 27Q: 3 clusters Score -3512038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3512039.500000 Penalty: 3369.918945
	Iteration 28Q: 3 clusters Score -3512040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3512050.000000 Penalty: 3369.918945
	Iteration 29Q: 3 clusters Score -3512050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3512060.250000 Penalty: 3369.918945
	Iteration 30Q: 3 clusters Score -3512060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3512072.500000 Penalty: 3369.918945
	Iteration 31Q: 3 clusters Score -3512072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3512088.750000 Penalty: 3369.918945
	Iteration 32Q: 3 clusters Score -3512089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3512091.250000 Penalty: 3369.918945
	Iteration 33Q: 3 clusters Score -3512091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3512099.250000 Penalty: 3369.918945
	Iteration 34Q: 3 clusters Score -3512099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3512106.500000 Penalty: 3369.918945
	Iteration 35Q: 3 clusters Score -3512106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3512103.750000 Penalty: 3369.918945
	Iteration 36Q: 3 clusters Score -3512104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3512106.500000 Penalty: 3369.918945
	Iteration 37Q: 3 clusters Score -3512106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3512110.250000 Penalty: 3369.918945
	Iteration 38Q: 3 clusters Score -3512110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3512112.750000 Penalty: 3369.918945
	Iteration 39Q: 3 clusters Score -3512113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3512114.000000 Penalty: 3369.918945
	Iteration 40F: 3 clusters Score -3512114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3512118.750000 Penalty: 3369.918945
	Iteration 41Q: 3 clusters Score -3512119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3512118.500000 Penalty: 3369.918945
	Iteration 42Q: 3 clusters Score -3512118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3512119.500000 Penalty: 3369.918945
	Iteration 43Q: 3 clusters Score -3512120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3512118.000000 Penalty: 3369.918945
	Iteration 44Q: 3 clusters Score -3512118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3512118.000000 Penalty: 3369.918945
	Iteration 45F: 3 clusters Score -3512118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Entering Unmasked Estep 
Score: -7497148.000000 Penalty: 1802.939697
	Iteration 0F: 2 clusters Score -7497148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -7453110.000000 Penalty: 3605.879395
	Iteration 0F: 3 clusters Score -7453110 nChanged 31123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -7470626.000000 Penalty: 3605.879395
	Iteration 1F: 3 clusters Score -7470626 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -7471053.000000 Penalty: 3605.879395
	Iteration 2Q: 3 clusters Score -7471053 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7471637.500000 Penalty: 3605.879395
	Iteration 3Q: 3 clusters Score -7471638 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -7472559.000000 Penalty: 3605.879395
	Iteration 4Q: 3 clusters Score -7472559 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -7474360.000000 Penalty: 3605.879395
	Iteration 5F: 3 clusters Score -7474360 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -7477534.500000 Penalty: 3605.879395
	Iteration 6F: 3 clusters Score -7477534 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -7482635.000000 Penalty: 3605.879395
	Iteration 7F: 3 clusters Score -7482635 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7488449.000000 Penalty: 3605.879395
	Iteration 8F: 3 clusters Score -7488449 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7492770.000000 Penalty: 3605.879395
	Iteration 9F: 3 clusters Score -7492770 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7494606.000000 Penalty: 3605.879395
	Iteration 10Q: 3 clusters Score -7494606 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7495186.000000 Penalty: 3605.879395
	Iteration 11Q: 3 clusters Score -7495186 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7495383.500000 Penalty: 3605.879395
	Iteration 12Q: 3 clusters Score -7495384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7495476.500000 Penalty: 3605.879395
	Iteration 13Q: 3 clusters Score -7495476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7495516.500000 Penalty: 3605.879395
	Iteration 14Q: 3 clusters Score -7495516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7495520.500000 Penalty: 3605.879395
	Iteration 15Q: 3 clusters Score -7495520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7495529.000000 Penalty: 3605.879395
	Iteration 16Q: 3 clusters Score -7495529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7495536.000000 Penalty: 3605.879395
	Iteration 17Q: 3 clusters Score -7495536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7495542.000000 Penalty: 3605.879395
	Iteration 18Q: 3 clusters Score -7495542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7495545.000000 Penalty: 3605.879395
	Iteration 19Q: 3 clusters Score -7495545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7495545.000000 Penalty: 3605.879395
	Iteration 20F: 3 clusters Score -7495545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125019 members 
Entering Unmasked Estep 
Score: -14047709.000000 Penalty: 1907.135986
	Iteration 0F: 2 clusters Score -1.404771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -13965968.000000 Penalty: 3814.271973
	Iteration 0F: 3 clusters Score -1.396597e+07 nChanged 59983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -14001287.000000 Penalty: 3814.271973
	Iteration 1F: 3 clusters Score -1.400129e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -14002438.000000 Penalty: 3814.271973
	Iteration 2Q: 3 clusters Score -1.400244e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -14004148.000000 Penalty: 3814.271973
	Iteration 3Q: 3 clusters Score -1.400415e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -14006604.000000 Penalty: 3814.271973
	Iteration 4Q: 3 clusters Score -1.40066e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -14010058.000000 Penalty: 3814.271973
	Iteration 5F: 3 clusters Score -1.401006e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -14014629.000000 Penalty: 3814.271973
	Iteration 6F: 3 clusters Score -1.401463e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -14020472.000000 Penalty: 3814.271973
	Iteration 7F: 3 clusters Score -1.402047e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -14026403.000000 Penalty: 3814.271973
	Iteration 8F: 3 clusters Score -1.40264e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -14030068.000000 Penalty: 3814.271973
	Iteration 9F: 3 clusters Score -1.403007e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -14031664.000000 Penalty: 3814.271973
	Iteration 10Q: 3 clusters Score -1.403166e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -14032492.000000 Penalty: 3814.271973
	Iteration 11Q: 3 clusters Score -1.403249e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -14032933.000000 Penalty: 3814.271973
	Iteration 12Q: 3 clusters Score -1.403293e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -14033421.000000 Penalty: 3814.271973
	Iteration 13Q: 3 clusters Score -1.403342e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -14033917.000000 Penalty: 3814.271973
	Iteration 14Q: 3 clusters Score -1.403392e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -14034261.000000 Penalty: 3814.271973
	Iteration 15Q: 3 clusters Score -1.403426e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -14034600.000000 Penalty: 3814.271973
	Iteration 16Q: 3 clusters Score -1.40346e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -14034984.000000 Penalty: 3814.271973
	Iteration 17Q: 3 clusters Score -1.403498e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -14035275.000000 Penalty: 3814.271973
	Iteration 18Q: 3 clusters Score -1.403528e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -14035525.000000 Penalty: 3814.271973
	Iteration 19Q: 3 clusters Score -1.403552e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -14035692.000000 Penalty: 3814.271973
	Iteration 20F: 3 clusters Score -1.403569e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -14035800.000000 Penalty: 3814.271973
	Iteration 21Q: 3 clusters Score -1.40358e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -14035929.000000 Penalty: 3814.271973
	Iteration 22Q: 3 clusters Score -1.403593e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -14035953.000000 Penalty: 3814.271973
	Iteration 23Q: 3 clusters Score -1.403595e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -14036016.000000 Penalty: 3814.271973
	Iteration 24Q: 3 clusters Score -1.403602e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -14036063.000000 Penalty: 3814.271973
	Iteration 25Q: 3 clusters Score -1.403606e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -14036122.000000 Penalty: 3814.271973
	Iteration 26Q: 3 clusters Score -1.403612e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -14036133.000000 Penalty: 3814.271973
	Iteration 27Q: 3 clusters Score -1.403613e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -14036152.000000 Penalty: 3814.271973
	Iteration 28Q: 3 clusters Score -1.403615e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -14036126.000000 Penalty: 3814.271973
	Iteration 29Q: 3 clusters Score -1.403613e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -14036121.000000 Penalty: 3814.271973
	Iteration 30Q: 3 clusters Score -1.403612e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -14036155.000000 Penalty: 3814.271973
	Iteration 31Q: 3 clusters Score -1.403616e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -14036150.000000 Penalty: 3814.271973
	Iteration 32Q: 3 clusters Score -1.403615e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -14036153.000000 Penalty: 3814.271973
	Iteration 33Q: 3 clusters Score -1.403615e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -14036175.000000 Penalty: 3814.271973
	Iteration 34Q: 3 clusters Score -1.403618e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -14036145.000000 Penalty: 3814.271973
	Iteration 35Q: 3 clusters Score -1.403614e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -14036103.000000 Penalty: 3814.271973
	Iteration 36Q: 3 clusters Score -1.40361e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -14036126.000000 Penalty: 3814.271973
	Iteration 37Q: 3 clusters Score -1.403613e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -14036118.000000 Penalty: 3814.271973
	Iteration 38Q: 3 clusters Score -1.403612e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -14036113.000000 Penalty: 3814.271973
	Iteration 39Q: 3 clusters Score -1.403611e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -14036111.000000 Penalty: 3814.271973
	Iteration 40F: 3 clusters Score -1.403611e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -14036103.000000 Penalty: 3814.271973
	Iteration 41Q: 3 clusters Score -1.40361e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -14036109.000000 Penalty: 3814.271973
	Iteration 42Q: 3 clusters Score -1.403611e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -14036114.000000 Penalty: 3814.271973
	Iteration 43Q: 3 clusters Score -1.403611e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -14036092.000000 Penalty: 3814.271973
	Iteration 44Q: 3 clusters Score -1.403609e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -14036095.000000 Penalty: 3814.271973
	Iteration 45Q: 3 clusters Score -1.40361e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -14036106.000000 Penalty: 3814.271973
	Iteration 46Q: 3 clusters Score -1.403611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -14036133.000000 Penalty: 3814.271973
	Iteration 47Q: 3 clusters Score -1.403613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -14036125.000000 Penalty: 3814.271973
	Iteration 48Q: 3 clusters Score -1.403612e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -14036107.000000 Penalty: 3814.271973
	Iteration 49Q: 3 clusters Score -1.403611e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -14036103.000000 Penalty: 3814.271973
	Iteration 50Q: 3 clusters Score -1.40361e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -14036107.000000 Penalty: 3814.271973
	Iteration 51Q: 3 clusters Score -1.403611e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -14036095.000000 Penalty: 3814.271973
	Iteration 52Q: 3 clusters Score -1.40361e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -14036083.000000 Penalty: 3814.271973
	Iteration 53Q: 3 clusters Score -1.403608e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -14036071.000000 Penalty: 3814.271973
	Iteration 54Q: 3 clusters Score -1.403607e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -14036099.000000 Penalty: 3814.271973
	Iteration 55Q: 3 clusters Score -1.40361e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -14036094.000000 Penalty: 3814.271973
	Iteration 56Q: 3 clusters Score -1.403609e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -14036095.000000 Penalty: 3814.271973
	Iteration 57Q: 3 clusters Score -1.40361e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -14036120.000000 Penalty: 3814.271973
	Iteration 58Q: 3 clusters Score -1.403612e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -14036108.000000 Penalty: 3814.271973
	Iteration 59Q: 3 clusters Score -1.403611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -14036132.000000 Penalty: 3814.271973
	Iteration 60F: 3 clusters Score -1.403613e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -14036157.000000 Penalty: 3814.271973
	Iteration 61Q: 3 clusters Score -1.403616e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -14036176.000000 Penalty: 3814.271973
	Iteration 62Q: 3 clusters Score -1.403618e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -14036144.000000 Penalty: 3814.271973
	Iteration 63Q: 3 clusters Score -1.403614e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -14036122.000000 Penalty: 3814.271973
	Iteration 64Q: 3 clusters Score -1.403612e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -14036115.000000 Penalty: 3814.271973
	Iteration 65Q: 3 clusters Score -1.403612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -14036100.000000 Penalty: 3814.271973
	Iteration 66Q: 3 clusters Score -1.40361e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -14036106.000000 Penalty: 3814.271973
	Iteration 67Q: 3 clusters Score -1.403611e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -14036120.000000 Penalty: 3814.271973
	Iteration 68Q: 3 clusters Score -1.403612e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -14036139.000000 Penalty: 3814.271973
	Iteration 69Q: 3 clusters Score -1.403614e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -14036121.000000 Penalty: 3814.271973
	Iteration 70Q: 3 clusters Score -1.403612e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -14036131.000000 Penalty: 3814.271973
	Iteration 71Q: 3 clusters Score -1.403613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -14036168.000000 Penalty: 3814.271973
	Iteration 72Q: 3 clusters Score -1.403617e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -14036156.000000 Penalty: 3814.271973
	Iteration 73Q: 3 clusters Score -1.403616e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -14036158.000000 Penalty: 3814.271973
	Iteration 74Q: 3 clusters Score -1.403616e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -14036180.000000 Penalty: 3814.271973
	Iteration 75Q: 3 clusters Score -1.403618e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -14036169.000000 Penalty: 3814.271973
	Iteration 76Q: 3 clusters Score -1.403617e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -14036172.000000 Penalty: 3814.271973
	Iteration 77Q: 3 clusters Score -1.403617e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -14036180.000000 Penalty: 3814.271973
	Iteration 78Q: 3 clusters Score -1.403618e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -14036201.000000 Penalty: 3814.271973
	Iteration 79Q: 3 clusters Score -1.40362e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -14036184.000000 Penalty: 3814.271973
	Iteration 80F: 3 clusters Score -1.403618e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -14036188.000000 Penalty: 3814.271973
	Iteration 81Q: 3 clusters Score -1.403619e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -14036182.000000 Penalty: 3814.271973
	Iteration 82Q: 3 clusters Score -1.403618e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -14036150.000000 Penalty: 3814.271973
	Iteration 83Q: 3 clusters Score -1.403615e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -14036137.000000 Penalty: 3814.271973
	Iteration 84Q: 3 clusters Score -1.403614e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -14036188.000000 Penalty: 3814.271973
	Iteration 85Q: 3 clusters Score -1.403619e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -14036176.000000 Penalty: 3814.271973
	Iteration 86Q: 3 clusters Score -1.403618e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -14036183.000000 Penalty: 3814.271973
	Iteration 87Q: 3 clusters Score -1.403618e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -14036186.000000 Penalty: 3814.271973
	Iteration 88Q: 3 clusters Score -1.403619e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -14036166.000000 Penalty: 3814.271973
	Iteration 89Q: 3 clusters Score -1.403617e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -14036216.000000 Penalty: 3814.271973
	Iteration 90Q: 3 clusters Score -1.403622e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -14036224.000000 Penalty: 3814.271973
	Iteration 91Q: 3 clusters Score -1.403622e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -14036243.000000 Penalty: 3814.271973
	Iteration 92Q: 3 clusters Score -1.403624e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -14036216.000000 Penalty: 3814.271973
	Iteration 93Q: 3 clusters Score -1.403622e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -14036225.000000 Penalty: 3814.271973
	Iteration 94Q: 3 clusters Score -1.403622e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -14036199.000000 Penalty: 3814.271973
	Iteration 95Q: 3 clusters Score -1.40362e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -14036212.000000 Penalty: 3814.271973
	Iteration 96Q: 3 clusters Score -1.403621e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -14036212.000000 Penalty: 3814.271973
	Iteration 97Q: 3 clusters Score -1.403621e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -14036251.000000 Penalty: 3814.271973
	Iteration 98Q: 3 clusters Score -1.403625e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -14036250.000000 Penalty: 3814.271973
	Iteration 99Q: 3 clusters Score -1.403625e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -14036307.000000 Penalty: 3814.271973
	Iteration 100F: 3 clusters Score -1.403631e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -14036305.000000 Penalty: 3814.271973
	Iteration 101Q: 3 clusters Score -1.40363e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -14036341.000000 Penalty: 3814.271973
	Iteration 102Q: 3 clusters Score -1.403634e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -14036335.000000 Penalty: 3814.271973
	Iteration 103Q: 3 clusters Score -1.403634e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -14036340.000000 Penalty: 3814.271973
	Iteration 104Q: 3 clusters Score -1.403634e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -14036356.000000 Penalty: 3814.271973
	Iteration 105Q: 3 clusters Score -1.403636e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -14036345.000000 Penalty: 3814.271973
	Iteration 106Q: 3 clusters Score -1.403634e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -14036331.000000 Penalty: 3814.271973
	Iteration 107Q: 3 clusters Score -1.403633e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -14036370.000000 Penalty: 3814.271973
	Iteration 108Q: 3 clusters Score -1.403637e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -14036394.000000 Penalty: 3814.271973
	Iteration 109Q: 3 clusters Score -1.403639e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -14036403.000000 Penalty: 3814.271973
	Iteration 110Q: 3 clusters Score -1.40364e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -14036447.000000 Penalty: 3814.271973
	Iteration 111Q: 3 clusters Score -1.403645e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -14036441.000000 Penalty: 3814.271973
	Iteration 112Q: 3 clusters Score -1.403644e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -14036459.000000 Penalty: 3814.271973
	Iteration 113Q: 3 clusters Score -1.403646e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -14036466.000000 Penalty: 3814.271973
	Iteration 114Q: 3 clusters Score -1.403647e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -14036486.000000 Penalty: 3814.271973
	Iteration 115Q: 3 clusters Score -1.403649e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -14036500.000000 Penalty: 3814.271973
	Iteration 116Q: 3 clusters Score -1.40365e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -14036535.000000 Penalty: 3814.271973
	Iteration 117Q: 3 clusters Score -1.403654e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -14036549.000000 Penalty: 3814.271973
	Iteration 118Q: 3 clusters Score -1.403655e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -14036557.000000 Penalty: 3814.271973
	Iteration 119Q: 3 clusters Score -1.403656e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -14036552.000000 Penalty: 3814.271973
	Iteration 120F: 3 clusters Score -1.403655e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -14036603.000000 Penalty: 3814.271973
	Iteration 121Q: 3 clusters Score -1.40366e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -14036597.000000 Penalty: 3814.271973
	Iteration 122Q: 3 clusters Score -1.40366e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -14036619.000000 Penalty: 3814.271973
	Iteration 123Q: 3 clusters Score -1.403662e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -14036684.000000 Penalty: 3814.271973
	Iteration 124Q: 3 clusters Score -1.403668e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -14036648.000000 Penalty: 3814.271973
	Iteration 125Q: 3 clusters Score -1.403665e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -14036699.000000 Penalty: 3814.271973
	Iteration 126Q: 3 clusters Score -1.40367e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -14036765.000000 Penalty: 3814.271973
	Iteration 127Q: 3 clusters Score -1.403676e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -14036778.000000 Penalty: 3814.271973
	Iteration 128Q: 3 clusters Score -1.403678e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -14036823.000000 Penalty: 3814.271973
	Iteration 129Q: 3 clusters Score -1.403682e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -14036835.000000 Penalty: 3814.271973
	Iteration 130Q: 3 clusters Score -1.403684e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -14036911.000000 Penalty: 3814.271973
	Iteration 131Q: 3 clusters Score -1.403691e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -14036962.000000 Penalty: 3814.271973
	Iteration 132Q: 3 clusters Score -1.403696e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -14036986.000000 Penalty: 3814.271973
	Iteration 133Q: 3 clusters Score -1.403699e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -14036993.000000 Penalty: 3814.271973
	Iteration 134Q: 3 clusters Score -1.403699e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -14037059.000000 Penalty: 3814.271973
	Iteration 135Q: 3 clusters Score -1.403706e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -14037098.000000 Penalty: 3814.271973
	Iteration 136Q: 3 clusters Score -1.40371e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -14037216.000000 Penalty: 3814.271973
	Iteration 137Q: 3 clusters Score -1.403722e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -14037377.000000 Penalty: 3814.271973
	Iteration 138Q: 3 clusters Score -1.403738e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -14037448.000000 Penalty: 3814.271973
	Iteration 139Q: 3 clusters Score -1.403745e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -14037581.000000 Penalty: 3814.271973
	Iteration 140F: 3 clusters Score -1.403758e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -14037650.000000 Penalty: 3814.271973
	Iteration 141Q: 3 clusters Score -1.403765e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -14037763.000000 Penalty: 3814.271973
	Iteration 142Q: 3 clusters Score -1.403776e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -14037857.000000 Penalty: 3814.271973
	Iteration 143Q: 3 clusters Score -1.403786e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -14037927.000000 Penalty: 3814.271973
	Iteration 144Q: 3 clusters Score -1.403793e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -14038091.000000 Penalty: 3814.271973
	Iteration 145Q: 3 clusters Score -1.403809e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -14038151.000000 Penalty: 3814.271973
	Iteration 146Q: 3 clusters Score -1.403815e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -14038256.000000 Penalty: 3814.271973
	Iteration 147Q: 3 clusters Score -1.403826e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -14038437.000000 Penalty: 3814.271973
	Iteration 148Q: 3 clusters Score -1.403844e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -14038614.000000 Penalty: 3814.271973
	Iteration 149Q: 3 clusters Score -1.403861e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -14038874.000000 Penalty: 3814.271973
	Iteration 150Q: 3 clusters Score -1.403887e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -14038955.000000 Penalty: 3814.271973
	Iteration 151Q: 3 clusters Score -1.403896e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -14039186.000000 Penalty: 3814.271973
	Iteration 152Q: 3 clusters Score -1.403919e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -14039514.000000 Penalty: 3814.271973
	Iteration 153Q: 3 clusters Score -1.403951e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -14039787.000000 Penalty: 3814.271973
	Iteration 154Q: 3 clusters Score -1.403979e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -14040116.000000 Penalty: 3814.271973
	Iteration 155Q: 3 clusters Score -1.404012e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -14040421.000000 Penalty: 3814.271973
	Iteration 156Q: 3 clusters Score -1.404042e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -14040810.000000 Penalty: 3814.271973
	Iteration 157Q: 3 clusters Score -1.404081e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -14041192.000000 Penalty: 3814.271973
	Iteration 158Q: 3 clusters Score -1.404119e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -14041621.000000 Penalty: 3814.271973
	Iteration 159Q: 3 clusters Score -1.404162e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -14042099.000000 Penalty: 3814.271973
	Iteration 160F: 3 clusters Score -1.40421e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -14042486.000000 Penalty: 3814.271973
	Iteration 161Q: 3 clusters Score -1.404249e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -14043004.000000 Penalty: 3814.271973
	Iteration 162Q: 3 clusters Score -1.4043e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -14043377.000000 Penalty: 3814.271973
	Iteration 163Q: 3 clusters Score -1.404338e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -14043798.000000 Penalty: 3814.271973
	Iteration 164Q: 3 clusters Score -1.40438e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116027 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -14044172.000000 Penalty: 3814.271973
	Iteration 165Q: 3 clusters Score -1.404417e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -14044535.000000 Penalty: 3814.271973
	Iteration 166Q: 3 clusters Score -1.404454e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -14044945.000000 Penalty: 3814.271973
	Iteration 167Q: 3 clusters Score -1.404494e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -14045339.000000 Penalty: 3814.271973
	Iteration 168Q: 3 clusters Score -1.404534e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -14045683.000000 Penalty: 3814.271973
	Iteration 169Q: 3 clusters Score -1.404568e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -14045910.000000 Penalty: 3814.271973
	Iteration 170Q: 3 clusters Score -1.404591e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -14046026.000000 Penalty: 3814.271973
	Iteration 171Q: 3 clusters Score -1.404603e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -14046197.000000 Penalty: 3814.271973
	Iteration 172Q: 3 clusters Score -1.40462e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -14046325.000000 Penalty: 3814.271973
	Iteration 173Q: 3 clusters Score -1.404632e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -14046380.000000 Penalty: 3814.271973
	Iteration 174Q: 3 clusters Score -1.404638e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121334 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -14046438.000000 Penalty: 3814.271973
	Iteration 175Q: 3 clusters Score -1.404644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14046471.000000 Penalty: 3814.271973
	Iteration 176Q: 3 clusters Score -1.404647e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14046476.000000 Penalty: 3814.271973
	Iteration 177Q: 3 clusters Score -1.404648e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -14046542.000000 Penalty: 3814.271973
	Iteration 178Q: 3 clusters Score -1.404654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -14046542.000000 Penalty: 3814.271973
	Iteration 179Q: 3 clusters Score -1.404654e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -14046555.000000 Penalty: 3814.271973
	Iteration 180F: 3 clusters Score -1.404656e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -14046581.000000 Penalty: 3814.271973
	Iteration 181Q: 3 clusters Score -1.404658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122030 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14046599.000000 Penalty: 3814.271973
	Iteration 182Q: 3 clusters Score -1.40466e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122079 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -14046608.000000 Penalty: 3814.271973
	Iteration 183Q: 3 clusters Score -1.404661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122121 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -14046620.000000 Penalty: 3814.271973
	Iteration 184Q: 3 clusters Score -1.404662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122154 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -14046615.000000 Penalty: 3814.271973
	Iteration 185Q: 3 clusters Score -1.404662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -14046624.000000 Penalty: 3814.271973
	Iteration 186Q: 3 clusters Score -1.404662e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -14046645.000000 Penalty: 3814.271973
	Iteration 187Q: 3 clusters Score -1.404664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -14046641.000000 Penalty: 3814.271973
	Iteration 188Q: 3 clusters Score -1.404664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -14046650.000000 Penalty: 3814.271973
	Iteration 189Q: 3 clusters Score -1.404665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -14046637.000000 Penalty: 3814.271973
	Iteration 190Q: 3 clusters Score -1.404664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122294 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14046641.000000 Penalty: 3814.271973
	Iteration 191Q: 3 clusters Score -1.404664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -14046652.000000 Penalty: 3814.271973
	Iteration 192Q: 3 clusters Score -1.404665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -14046667.000000 Penalty: 3814.271973
	Iteration 193Q: 3 clusters Score -1.404667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122339 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -14046649.000000 Penalty: 3814.271973
	Iteration 194Q: 3 clusters Score -1.404665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122352 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14046657.000000 Penalty: 3814.271973
	Iteration 195Q: 3 clusters Score -1.404666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122359 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -14046650.000000 Penalty: 3814.271973
	Iteration 196Q: 3 clusters Score -1.404665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -14046642.000000 Penalty: 3814.271973
	Iteration 197Q: 3 clusters Score -1.404664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -14046638.000000 Penalty: 3814.271973
	Iteration 198Q: 3 clusters Score -1.404664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -14046632.000000 Penalty: 3814.271973
	Iteration 199Q: 3 clusters Score -1.404663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122397 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14046627.000000 Penalty: 3814.271973
	Iteration 200F: 3 clusters Score -1.404663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14046633.000000 Penalty: 3814.271973
	Iteration 201Q: 3 clusters Score -1.404663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122421 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14046642.000000 Penalty: 3814.271973
	Iteration 202Q: 3 clusters Score -1.404664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122428 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -14046635.000000 Penalty: 3814.271973
	Iteration 203Q: 3 clusters Score -1.404664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -14046640.000000 Penalty: 3814.271973
	Iteration 204Q: 3 clusters Score -1.404664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -14046639.000000 Penalty: 3814.271973
	Iteration 205Q: 3 clusters Score -1.404664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122449 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14046643.000000 Penalty: 3814.271973
	Iteration 206Q: 3 clusters Score -1.404664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -14046648.000000 Penalty: 3814.271973
	Iteration 207Q: 3 clusters Score -1.404665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -14046643.000000 Penalty: 3814.271973
	Iteration 208Q: 3 clusters Score -1.404664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14046653.000000 Penalty: 3814.271973
	Iteration 209Q: 3 clusters Score -1.404665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -14046652.000000 Penalty: 3814.271973
	Iteration 210Q: 3 clusters Score -1.404665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122472 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -14046659.000000 Penalty: 3814.271973
	Iteration 211Q: 3 clusters Score -1.404666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -14046660.000000 Penalty: 3814.271973
	Iteration 212Q: 3 clusters Score -1.404666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -14046669.000000 Penalty: 3814.271973
	Iteration 213Q: 3 clusters Score -1.404667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -14046666.000000 Penalty: 3814.271973
	Iteration 214Q: 3 clusters Score -1.404667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -14046662.000000 Penalty: 3814.271973
	Iteration 215Q: 3 clusters Score -1.404666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14046663.000000 Penalty: 3814.271973
	Iteration 216Q: 3 clusters Score -1.404666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14046657.000000 Penalty: 3814.271973
	Iteration 217Q: 3 clusters Score -1.404666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14046672.000000 Penalty: 3814.271973
	Iteration 218Q: 3 clusters Score -1.404667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14046654.000000 Penalty: 3814.271973
	Iteration 219Q: 3 clusters Score -1.404665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -14046654.000000 Penalty: 3814.271973
	Iteration 220F: 3 clusters Score -1.404665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122538 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14046654.000000 Penalty: 3814.271973
	Iteration 221Q: 3 clusters Score -1.404665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14046644.000000 Penalty: 3814.271973
	Iteration 222Q: 3 clusters Score -1.404664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -14046661.000000 Penalty: 3814.271973
	Iteration 223Q: 3 clusters Score -1.404666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122542 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -14046665.000000 Penalty: 3814.271973
	Iteration 224Q: 3 clusters Score -1.404666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -14046660.000000 Penalty: 3814.271973
	Iteration 225Q: 3 clusters Score -1.404666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14046665.000000 Penalty: 3814.271973
	Iteration 226Q: 3 clusters Score -1.404666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -14046660.000000 Penalty: 3814.271973
	Iteration 227Q: 3 clusters Score -1.404666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -14046655.000000 Penalty: 3814.271973
	Iteration 228Q: 3 clusters Score -1.404666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -14046647.000000 Penalty: 3814.271973
	Iteration 229Q: 3 clusters Score -1.404665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122562 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -14046653.000000 Penalty: 3814.271973
	Iteration 230Q: 3 clusters Score -1.404665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -14046658.000000 Penalty: 3814.271973
	Iteration 231Q: 3 clusters Score -1.404666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14046653.000000 Penalty: 3814.271973
	Iteration 232Q: 3 clusters Score -1.404665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14046649.000000 Penalty: 3814.271973
	Iteration 233Q: 3 clusters Score -1.404665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14046645.000000 Penalty: 3814.271973
	Iteration 234Q: 3 clusters Score -1.404664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122574 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -14046662.000000 Penalty: 3814.271973
	Iteration 235Q: 3 clusters Score -1.404666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -14046667.000000 Penalty: 3814.271973
	Iteration 236Q: 3 clusters Score -1.404667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -14046669.000000 Penalty: 3814.271973
	Iteration 237Q: 3 clusters Score -1.404667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122596 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -14046668.000000 Penalty: 3814.271973
	Iteration 238Q: 3 clusters Score -1.404667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122608 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -14046649.000000 Penalty: 3814.271973
	Iteration 239Q: 3 clusters Score -1.404665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -14046662.000000 Penalty: 3814.271973
	Iteration 240F: 3 clusters Score -1.404666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122632 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14046682.000000 Penalty: 3814.271973
	Iteration 241Q: 3 clusters Score -1.404668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122647 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -14046670.000000 Penalty: 3814.271973
	Iteration 242Q: 3 clusters Score -1.404667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14046673.000000 Penalty: 3814.271973
	Iteration 243Q: 3 clusters Score -1.404667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14046681.000000 Penalty: 3814.271973
	Iteration 244Q: 3 clusters Score -1.404668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122688 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -14046671.000000 Penalty: 3814.271973
	Iteration 245Q: 3 clusters Score -1.404667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -14046673.000000 Penalty: 3814.271973
	Iteration 246Q: 3 clusters Score -1.404667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122703 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14046669.000000 Penalty: 3814.271973
	Iteration 247Q: 3 clusters Score -1.404667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -14046675.000000 Penalty: 3814.271973
	Iteration 248Q: 3 clusters Score -1.404668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -14046672.000000 Penalty: 3814.271973
	Iteration 249Q: 3 clusters Score -1.404667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14046680.000000 Penalty: 3814.271973
	Iteration 250Q: 3 clusters Score -1.404668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122723 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14046679.000000 Penalty: 3814.271973
	Iteration 251Q: 3 clusters Score -1.404668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14046678.000000 Penalty: 3814.271973
	Iteration 252Q: 3 clusters Score -1.404668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14046677.000000 Penalty: 3814.271973
	Iteration 253Q: 3 clusters Score -1.404668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14046679.000000 Penalty: 3814.271973
	Iteration 254Q: 3 clusters Score -1.404668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14046679.000000 Penalty: 3814.271973
	Iteration 255F: 3 clusters Score -1.404668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Entering Unmasked Estep 
Score: -5218798.500000 Penalty: 1743.874756
	Iteration 0F: 2 clusters Score -5218798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -5188107.500000 Penalty: 3487.749512
	Iteration 0F: 3 clusters Score -5188108 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5200081.500000 Penalty: 3487.749512
	Iteration 1F: 3 clusters Score -5200082 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5200424.500000 Penalty: 3487.749512
	Iteration 2Q: 3 clusters Score -5200424 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5200753.500000 Penalty: 3487.749512
	Iteration 3Q: 3 clusters Score -5200754 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5201033.000000 Penalty: 3487.749512
	Iteration 4Q: 3 clusters Score -5201033 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5201303.500000 Penalty: 3487.749512
	Iteration 5Q: 3 clusters Score -5201304 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5201536.500000 Penalty: 3487.749512
	Iteration 6Q: 3 clusters Score -5201536 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5201905.500000 Penalty: 3487.749512
	Iteration 7Q: 3 clusters Score -5201906 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5202424.500000 Penalty: 3487.749512
	Iteration 8Q: 3 clusters Score -5202424 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5203139.000000 Penalty: 3487.749512
	Iteration 9Q: 3 clusters Score -5203139 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5204280.500000 Penalty: 3487.749512
	Iteration 10Q: 3 clusters Score -5204280 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5205861.500000 Penalty: 3487.749512
	Iteration 11F: 3 clusters Score -5205862 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5207706.500000 Penalty: 3487.749512
	Iteration 12F: 3 clusters Score -5207706 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5209448.500000 Penalty: 3487.749512
	Iteration 13F: 3 clusters Score -5209448 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5210534.000000 Penalty: 3487.749512
	Iteration 14Q: 3 clusters Score -5210534 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5211135.500000 Penalty: 3487.749512
	Iteration 15Q: 3 clusters Score -5211136 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5211495.500000 Penalty: 3487.749512
	Iteration 16Q: 3 clusters Score -5211496 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5211798.000000 Penalty: 3487.749512
	Iteration 17Q: 3 clusters Score -5211798 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5212130.500000 Penalty: 3487.749512
	Iteration 18Q: 3 clusters Score -5212130 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -5212454.000000 Penalty: 3487.749512
	Iteration 19Q: 3 clusters Score -5212454 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5212867.500000 Penalty: 3487.749512
	Iteration 20F: 3 clusters Score -5212868 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5213323.000000 Penalty: 3487.749512
	Iteration 21Q: 3 clusters Score -5213323 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -5213767.000000 Penalty: 3487.749512
	Iteration 22Q: 3 clusters Score -5213767 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -5214142.000000 Penalty: 3487.749512
	Iteration 23Q: 3 clusters Score -5214142 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -5214526.500000 Penalty: 3487.749512
	Iteration 24Q: 3 clusters Score -5214526 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5214825.000000 Penalty: 3487.749512
	Iteration 25Q: 3 clusters Score -5214825 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5215078.500000 Penalty: 3487.749512
	Iteration 26Q: 3 clusters Score -5215078 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5215262.500000 Penalty: 3487.749512
	Iteration 27Q: 3 clusters Score -5215262 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -5215383.500000 Penalty: 3487.749512
	Iteration 28Q: 3 clusters Score -5215384 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5215498.500000 Penalty: 3487.749512
	Iteration 29Q: 3 clusters Score -5215498 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -5215574.000000 Penalty: 3487.749512
	Iteration 30Q: 3 clusters Score -5215574 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5215679.500000 Penalty: 3487.749512
	Iteration 31Q: 3 clusters Score -5215680 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5215748.000000 Penalty: 3487.749512
	Iteration 32Q: 3 clusters Score -5215748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5215836.500000 Penalty: 3487.749512
	Iteration 33Q: 3 clusters Score -5215836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5215923.000000 Penalty: 3487.749512
	Iteration 34Q: 3 clusters Score -5215923 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5215992.000000 Penalty: 3487.749512
	Iteration 35Q: 3 clusters Score -5215992 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -5216037.000000 Penalty: 3487.749512
	Iteration 36Q: 3 clusters Score -5216037 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5216110.500000 Penalty: 3487.749512
	Iteration 37Q: 3 clusters Score -5216110 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5216202.000000 Penalty: 3487.749512
	Iteration 38Q: 3 clusters Score -5216202 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5216273.500000 Penalty: 3487.749512
	Iteration 39Q: 3 clusters Score -5216274 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5216371.500000 Penalty: 3487.749512
	Iteration 40F: 3 clusters Score -5216372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5216434.000000 Penalty: 3487.749512
	Iteration 41Q: 3 clusters Score -5216434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5216496.000000 Penalty: 3487.749512
	Iteration 42Q: 3 clusters Score -5216496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5216535.500000 Penalty: 3487.749512
	Iteration 43Q: 3 clusters Score -5216536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5216582.000000 Penalty: 3487.749512
	Iteration 44Q: 3 clusters Score -5216582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5216607.500000 Penalty: 3487.749512
	Iteration 45Q: 3 clusters Score -5216608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5216654.000000 Penalty: 3487.749512
	Iteration 46Q: 3 clusters Score -5216654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5216686.000000 Penalty: 3487.749512
	Iteration 47Q: 3 clusters Score -5216686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5216738.500000 Penalty: 3487.749512
	Iteration 48Q: 3 clusters Score -5216738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5216805.000000 Penalty: 3487.749512
	Iteration 49Q: 3 clusters Score -5216805 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5216859.000000 Penalty: 3487.749512
	Iteration 50Q: 3 clusters Score -5216859 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5216893.500000 Penalty: 3487.749512
	Iteration 51Q: 3 clusters Score -5216894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5216918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5216937.000000 Penalty: 3487.749512
	Iteration 53Q: 3 clusters Score -5216937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5216938.000000 Penalty: 3487.749512
	Iteration 54Q: 3 clusters Score -5216938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5216939.500000 Penalty: 3487.749512
	Iteration 55Q: 3 clusters Score -5216940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5216960.500000 Penalty: 3487.749512
	Iteration 56Q: 3 clusters Score -5216960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5216975.000000 Penalty: 3487.749512
	Iteration 57Q: 3 clusters Score -5216975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5216986.500000 Penalty: 3487.749512
	Iteration 58Q: 3 clusters Score -5216986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5216997.500000 Penalty: 3487.749512
	Iteration 59Q: 3 clusters Score -5216998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5217007.500000 Penalty: 3487.749512
	Iteration 60F: 3 clusters Score -5217008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5217021.500000 Penalty: 3487.749512
	Iteration 61Q: 3 clusters Score -5217022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5217047.000000 Penalty: 3487.749512
	Iteration 62Q: 3 clusters Score -5217047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5217059.000000 Penalty: 3487.749512
	Iteration 63Q: 3 clusters Score -5217059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5217079.500000 Penalty: 3487.749512
	Iteration 64Q: 3 clusters Score -5217080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5217089.000000 Penalty: 3487.749512
	Iteration 65Q: 3 clusters Score -5217089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5217097.500000 Penalty: 3487.749512
	Iteration 66Q: 3 clusters Score -5217098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5217119.500000 Penalty: 3487.749512
	Iteration 67Q: 3 clusters Score -5217120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5217119.500000 Penalty: 3487.749512
	Iteration 68Q: 3 clusters Score -5217120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5217138.500000 Penalty: 3487.749512
	Iteration 69Q: 3 clusters Score -5217138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5217156.000000 Penalty: 3487.749512
	Iteration 70Q: 3 clusters Score -5217156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5217178.000000 Penalty: 3487.749512
	Iteration 71Q: 3 clusters Score -5217178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5217199.500000 Penalty: 3487.749512
	Iteration 72Q: 3 clusters Score -5217200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5217213.500000 Penalty: 3487.749512
	Iteration 73Q: 3 clusters Score -5217214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5217236.500000 Penalty: 3487.749512
	Iteration 74Q: 3 clusters Score -5217236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5217240.000000 Penalty: 3487.749512
	Iteration 75Q: 3 clusters Score -5217240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5217258.500000 Penalty: 3487.749512
	Iteration 76Q: 3 clusters Score -5217258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5217254.000000 Penalty: 3487.749512
	Iteration 77Q: 3 clusters Score -5217254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5217258.500000 Penalty: 3487.749512
	Iteration 78Q: 3 clusters Score -5217258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5217272.500000 Penalty: 3487.749512
	Iteration 79Q: 3 clusters Score -5217272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5217278.500000 Penalty: 3487.749512
	Iteration 80F: 3 clusters Score -5217278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5217289.000000 Penalty: 3487.749512
	Iteration 81Q: 3 clusters Score -5217289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5217289.000000 Penalty: 3487.749512
	Iteration 82Q: 3 clusters Score -5217289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5217287.500000 Penalty: 3487.749512
	Iteration 83Q: 3 clusters Score -5217288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5217290.000000 Penalty: 3487.749512
	Iteration 84Q: 3 clusters Score -5217290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5217289.500000 Penalty: 3487.749512
	Iteration 85Q: 3 clusters Score -5217290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5217290.000000 Penalty: 3487.749512
	Iteration 86Q: 3 clusters Score -5217290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5217288.000000 Penalty: 3487.749512
	Iteration 87Q: 3 clusters Score -5217288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5217288.500000 Penalty: 3487.749512
	Iteration 88Q: 3 clusters Score -5217288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5217281.500000 Penalty: 3487.749512
	Iteration 89Q: 3 clusters Score -5217282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5217284.500000 Penalty: 3487.749512
	Iteration 90Q: 3 clusters Score -5217284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5217282.500000 Penalty: 3487.749512
	Iteration 91Q: 3 clusters Score -5217282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5217286.000000 Penalty: 3487.749512
	Iteration 92Q: 3 clusters Score -5217286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5217281.500000 Penalty: 3487.749512
	Iteration 93Q: 3 clusters Score -5217282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5217285.000000 Penalty: 3487.749512
	Iteration 94Q: 3 clusters Score -5217285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5217280.500000 Penalty: 3487.749512
	Iteration 95Q: 3 clusters Score -5217280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5217286.000000 Penalty: 3487.749512
	Iteration 96Q: 3 clusters Score -5217286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5217290.500000 Penalty: 3487.749512
	Iteration 97Q: 3 clusters Score -5217290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5217288.500000 Penalty: 3487.749512
	Iteration 98Q: 3 clusters Score -5217288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5217290.000000 Penalty: 3487.749512
	Iteration 99Q: 3 clusters Score -5217290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5217290.500000 Penalty: 3487.749512
	Iteration 100F: 3 clusters Score -5217290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5217291.000000 Penalty: 3487.749512
	Iteration 101Q: 3 clusters Score -5217291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5217291.500000 Penalty: 3487.749512
	Iteration 102Q: 3 clusters Score -5217292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5217291.000000 Penalty: 3487.749512
	Iteration 103Q: 3 clusters Score -5217291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5217289.500000 Penalty: 3487.749512
	Iteration 104Q: 3 clusters Score -5217290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5217289.500000 Penalty: 3487.749512
	Iteration 105F: 3 clusters Score -5217290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -223067.781250 Penalty: 1243.847046
	Iteration 0F: 2 clusters Score -223067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220871.109375 Penalty: 2487.694092
	Iteration 0F: 3 clusters Score -220871.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -221389.734375 Penalty: 2487.694092
	Iteration 1F: 3 clusters Score -221389.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221512.234375 Penalty: 2487.694092
	Iteration 2F: 3 clusters Score -221512.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -221580.312500 Penalty: 2487.694092
	Iteration 3Q: 3 clusters Score -221580.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221637.421875 Penalty: 2487.694092
	Iteration 4Q: 3 clusters Score -221637.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -221688.718750 Penalty: 2487.694092
	Iteration 5Q: 3 clusters Score -221688.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -221755.828125 Penalty: 2487.694092
	Iteration 6Q: 3 clusters Score -221755.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -221817.484375 Penalty: 2487.694092
	Iteration 7Q: 3 clusters Score -221817.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221875.296875 Penalty: 2487.694092
	Iteration 8Q: 3 clusters Score -221875.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221926.296875 Penalty: 2487.694092
	Iteration 9Q: 3 clusters Score -221926.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221968.562500 Penalty: 2487.694092
	Iteration 10Q: 3 clusters Score -221968.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -222004.640625 Penalty: 2487.694092
	Iteration 11Q: 3 clusters Score -222004.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222042.218750 Penalty: 2487.694092
	Iteration 12Q: 3 clusters Score -222042.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -222078.265625 Penalty: 2487.694092
	Iteration 13Q: 3 clusters Score -222078.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -222110.203125 Penalty: 2487.694092
	Iteration 14Q: 3 clusters Score -222110.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222143.796875 Penalty: 2487.694092
	Iteration 15Q: 3 clusters Score -222143.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -222176.421875 Penalty: 2487.694092
	Iteration 16Q: 3 clusters Score -222176.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -222213.968750 Penalty: 2487.694092
	Iteration 17Q: 3 clusters Score -222214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -222262.609375 Penalty: 2487.694092
	Iteration 18Q: 3 clusters Score -222262.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -222322.109375 Penalty: 2487.694092
	Iteration 19Q: 3 clusters Score -222322.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -222380.343750 Penalty: 2487.694092
	Iteration 20F: 3 clusters Score -222380.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -222431.171875 Penalty: 2487.694092
	Iteration 21Q: 3 clusters Score -222431.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -222463.578125 Penalty: 2487.694092
	Iteration 22Q: 3 clusters Score -222463.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -222485.578125 Penalty: 2487.694092
	Iteration 23Q: 3 clusters Score -222485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222499.234375 Penalty: 2487.694092
	Iteration 24Q: 3 clusters Score -222499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -222508.234375 Penalty: 2487.694092
	Iteration 25Q: 3 clusters Score -222508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222510.968750 Penalty: 2487.694092
	Iteration 26Q: 3 clusters Score -222511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222511.750000 Penalty: 2487.694092
	Iteration 27Q: 3 clusters Score -222511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -222512.156250 Penalty: 2487.694092
	Iteration 28Q: 3 clusters Score -222512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222512.593750 Penalty: 2487.694092
	Iteration 29Q: 3 clusters Score -222512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222512.593750 Penalty: 2487.694092
	Iteration 30F: 3 clusters Score -222512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146575 members 
Mstep: Class 15 contains 18239 members 
Mstep: Class 16 contains 31856 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125019 members 
Mstep: Class 23 contains 45777 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750852.000000 Penalty: 34528.816406
Iteration 399Q: 17 clusters Score -6.475085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18239 members 
Mstep: Class 16 contains 31856 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125015 members 
Mstep: Class 23 contains 45778 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750852.000000 Penalty: 34528.816406
Iteration 400F: 17 clusters Score -6.475085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46858 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18240 members 
Mstep: Class 16 contains 31856 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125010 members 
Mstep: Class 23 contains 45778 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750856.000000 Penalty: 34528.816406
Iteration 401Q: 17 clusters Score -6.475086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146576 members 
Mstep: Class 15 contains 18241 members 
Mstep: Class 16 contains 31857 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125005 members 
Mstep: Class 23 contains 45778 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750908.000000 Penalty: 34528.816406
Iteration 402Q: 17 clusters Score -6.475091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146565 members 
Mstep: Class 15 contains 18243 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125006 members 
Mstep: Class 23 contains 45779 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750896.000000 Penalty: 34528.816406
Iteration 403Q: 17 clusters Score -6.47509e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46864 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146559 members 
Mstep: Class 15 contains 18244 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125003 members 
Mstep: Class 23 contains 45780 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750892.000000 Penalty: 34528.816406
Iteration 404Q: 17 clusters Score -6.475089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46865 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146558 members 
Mstep: Class 15 contains 18244 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125000 members 
Mstep: Class 23 contains 45779 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750916.000000 Penalty: 34528.816406
Iteration 405Q: 17 clusters Score -6.475092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46869 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146552 members 
Mstep: Class 15 contains 18244 members 
Mstep: Class 16 contains 31859 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 124997 members 
Mstep: Class 23 contains 45781 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750908.000000 Penalty: 34528.816406
Iteration 406Q: 17 clusters Score -6.475091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46868 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3095 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146548 members 
Mstep: Class 15 contains 18245 members 
Mstep: Class 16 contains 31860 members 
Mstep: Class 18 contains 65845 members 
Mstep: Class 20 contains 124996 members 
Mstep: Class 23 contains 45781 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750916.000000 Penalty: 34528.816406
Iteration 407Q: 17 clusters Score -6.475092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46865 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3099 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146542 members 
Mstep: Class 15 contains 18246 members 
Mstep: Class 16 contains 31865 members 
Mstep: Class 18 contains 65845 members 
Mstep: Class 20 contains 124994 members 
Mstep: Class 23 contains 45782 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750928.000000 Penalty: 34528.816406
Iteration 408Q: 17 clusters Score -6.475093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146535 members 
Mstep: Class 15 contains 18244 members 
Mstep: Class 16 contains 31865 members 
Mstep: Class 18 contains 65845 members 
Mstep: Class 20 contains 124999 members 
Mstep: Class 23 contains 45785 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750920.000000 Penalty: 34528.816406
Iteration 409Q: 17 clusters Score -6.475092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46858 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146530 members 
Mstep: Class 15 contains 18245 members 
Mstep: Class 16 contains 31866 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125001 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750960.000000 Penalty: 34528.816406
Iteration 410Q: 17 clusters Score -6.475096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146523 members 
Mstep: Class 15 contains 18247 members 
Mstep: Class 16 contains 31867 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 23 contains 45786 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750988.000000 Penalty: 34528.816406
Iteration 411Q: 17 clusters Score -6.475099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146520 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 31868 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125000 members 
Mstep: Class 23 contains 45786 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750968.000000 Penalty: 34528.816406
Iteration 412Q: 17 clusters Score -6.475097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46860 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146516 members 
Mstep: Class 15 contains 18249 members 
Mstep: Class 16 contains 31869 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64750972.000000 Penalty: 34528.816406
Iteration 413Q: 17 clusters Score -6.475097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146516 members 
Mstep: Class 15 contains 18248 members 
Mstep: Class 16 contains 31868 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125000 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751000.000000 Penalty: 34528.816406
Iteration 414Q: 17 clusters Score -6.4751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146514 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 31869 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 124995 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751052.000000 Penalty: 34528.816406
Iteration 415Q: 17 clusters Score -6.475105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146507 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 31871 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 124998 members 
Mstep: Class 23 contains 45788 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751084.000000 Penalty: 34528.816406
Iteration 416Q: 17 clusters Score -6.475108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46858 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146498 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 31875 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125000 members 
Mstep: Class 23 contains 45788 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751080.000000 Penalty: 34528.816406
Iteration 417Q: 17 clusters Score -6.475108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146488 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 31877 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125003 members 
Mstep: Class 23 contains 45788 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 34528.816406
Iteration 418Q: 17 clusters Score -6.475109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146472 members 
Mstep: Class 15 contains 18251 members 
Mstep: Class 16 contains 31880 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125005 members 
Mstep: Class 23 contains 45791 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 34528.816406
Iteration 419Q: 17 clusters Score -6.47511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3148 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146468 members 
Mstep: Class 15 contains 18251 members 
Mstep: Class 16 contains 31881 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 23 contains 45790 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 34528.816406
Iteration 420F: 17 clusters Score -6.475109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46857 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146468 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 31877 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45790 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751092.000000 Penalty: 34528.816406
Iteration 421Q: 17 clusters Score -6.475109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146467 members 
Mstep: Class 15 contains 18255 members 
Mstep: Class 16 contains 31878 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45789 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 34528.816406
Iteration 422Q: 17 clusters Score -6.47511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146463 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31879 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 23 contains 45790 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 34528.816406
Iteration 423Q: 17 clusters Score -6.475112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146464 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31880 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 125001 members 
Mstep: Class 23 contains 45792 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751116.000000 Penalty: 34528.816406
Iteration 424Q: 17 clusters Score -6.475112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146470 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31880 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 124995 members 
Mstep: Class 23 contains 45793 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751100.000000 Penalty: 34528.816406
Iteration 425Q: 17 clusters Score -6.47511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46852 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146470 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31881 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 124994 members 
Mstep: Class 23 contains 45794 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 34528.816406
Iteration 426Q: 17 clusters Score -6.475109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46851 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146471 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65844 members 
Mstep: Class 20 contains 124992 members 
Mstep: Class 23 contains 45795 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751072.000000 Penalty: 34528.816406
Iteration 427Q: 17 clusters Score -6.475107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146469 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 124994 members 
Mstep: Class 23 contains 45796 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751080.000000 Penalty: 34528.816406
Iteration 428Q: 17 clusters Score -6.475108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146464 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 124997 members 
Mstep: Class 23 contains 45796 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751088.000000 Penalty: 34528.816406
Iteration 429Q: 17 clusters Score -6.475109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46856 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146459 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 124999 members 
Mstep: Class 23 contains 45798 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751116.000000 Penalty: 34528.816406
Iteration 430Q: 17 clusters Score -6.475112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146457 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65842 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45799 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751096.000000 Penalty: 34528.816406
Iteration 431Q: 17 clusters Score -6.47511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146456 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125003 members 
Mstep: Class 23 contains 45799 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751120.000000 Penalty: 34528.816406
Iteration 432Q: 17 clusters Score -6.475112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146455 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125005 members 
Mstep: Class 23 contains 45799 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751124.000000 Penalty: 34528.816406
Iteration 433Q: 17 clusters Score -6.475112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146456 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125004 members 
Mstep: Class 23 contains 45799 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751116.000000 Penalty: 34528.816406
Iteration 434Q: 17 clusters Score -6.475112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146457 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45800 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751108.000000 Penalty: 34528.816406
Iteration 435Q: 17 clusters Score -6.475111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 46853 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 146457 members 
Mstep: Class 15 contains 18256 members 
Mstep: Class 16 contains 31883 members 
Mstep: Class 18 contains 65843 members 
Mstep: Class 20 contains 125002 members 
Mstep: Class 23 contains 45800 members 
Mstep: Class 24 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -64751108.000000 Penalty: 34528.816406
Iteration 436F: 17 clusters Score -6.475111e+07 nChanged 0
Entering ConstructFrom: 
Score: -64751108.000000 Penalty: 34528.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Entering Unmasked Estep 
Score: -9637891.000000 Penalty: 1846.722900
	Iteration 0F: 2 clusters Score -9637891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -9580097.000000 Penalty: 3693.445801
	Iteration 0F: 3 clusters Score -9580097 nChanged 41146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -9603423.000000 Penalty: 3693.445801
	Iteration 1F: 3 clusters Score -9603423 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -9603766.000000 Penalty: 3693.445801
	Iteration 2Q: 3 clusters Score -9603766 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -9604143.000000 Penalty: 3693.445801
	Iteration 3Q: 3 clusters Score -9604143 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -9604547.000000 Penalty: 3693.445801
	Iteration 4Q: 3 clusters Score -9604547 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -9605227.000000 Penalty: 3693.445801
	Iteration 5Q: 3 clusters Score -9605227 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9606163.000000 Penalty: 3693.445801
	Iteration 6Q: 3 clusters Score -9606163 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -9607530.000000 Penalty: 3693.445801
	Iteration 7Q: 3 clusters Score -9607530 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -9609767.000000 Penalty: 3693.445801
	Iteration 8F: 3 clusters Score -9609767 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -9613325.000000 Penalty: 3693.445801
	Iteration 9F: 3 clusters Score -9613325 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -9618350.000000 Penalty: 3693.445801
	Iteration 10F: 3 clusters Score -9618350 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -9624173.000000 Penalty: 3693.445801
	Iteration 11F: 3 clusters Score -9624173 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -9629624.000000 Penalty: 3693.445801
	Iteration 12F: 3 clusters Score -9629624 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -9633182.000000 Penalty: 3693.445801
	Iteration 13Q: 3 clusters Score -9633182 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -9634918.000000 Penalty: 3693.445801
	Iteration 14Q: 3 clusters Score -9634918 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -9635700.000000 Penalty: 3693.445801
	Iteration 15Q: 3 clusters Score -9635700 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -9635987.000000 Penalty: 3693.445801
	Iteration 16Q: 3 clusters Score -9635987 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -9636118.000000 Penalty: 3693.445801
	Iteration 17Q: 3 clusters Score -9636118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -9636168.000000 Penalty: 3693.445801
	Iteration 18Q: 3 clusters Score -9636168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -9636218.000000 Penalty: 3693.445801
	Iteration 19Q: 3 clusters Score -9636218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -9636239.000000 Penalty: 3693.445801
	Iteration 20F: 3 clusters Score -9636239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -9636249.000000 Penalty: 3693.445801
	Iteration 21Q: 3 clusters Score -9636249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -9636257.000000 Penalty: 3693.445801
	Iteration 22Q: 3 clusters Score -9636257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -9636265.000000 Penalty: 3693.445801
	Iteration 23Q: 3 clusters Score -9636265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -9636267.000000 Penalty: 3693.445801
	Iteration 24Q: 3 clusters Score -9636267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -9636274.000000 Penalty: 3693.445801
	Iteration 25Q: 3 clusters Score -9636274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -9636274.000000 Penalty: 3693.445801
	Iteration 26F: 3 clusters Score -9636274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -132285.640625 Penalty: 1152.678223
	Iteration 0F: 2 clusters Score -132285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130679.546875 Penalty: 2305.356445
	Iteration 0F: 3 clusters Score -130679.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -130976.046875 Penalty: 2305.356445
	Iteration 1F: 3 clusters Score -130976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131070.070312 Penalty: 2305.356445
	Iteration 2F: 3 clusters Score -131070.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131106.531250 Penalty: 2305.356445
	Iteration 3Q: 3 clusters Score -131106.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131126.328125 Penalty: 2305.356445
	Iteration 4Q: 3 clusters Score -131126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131140.765625 Penalty: 2305.356445
	Iteration 5Q: 3 clusters Score -131140.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131149.937500 Penalty: 2305.356445
	Iteration 6Q: 3 clusters Score -131149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131157.375000 Penalty: 2305.356445
	Iteration 7Q: 3 clusters Score -131157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131161.640625 Penalty: 2305.356445
	Iteration 8Q: 3 clusters Score -131161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131163.078125 Penalty: 2305.356445
	Iteration 9Q: 3 clusters Score -131163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131164.203125 Penalty: 2305.356445
	Iteration 10Q: 3 clusters Score -131164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131165.125000 Penalty: 2305.356445
	Iteration 11Q: 3 clusters Score -131165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131165.500000 Penalty: 2305.356445
	Iteration 12Q: 3 clusters Score -131165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131165.500000 Penalty: 2305.356445
	Iteration 13F: 3 clusters Score -131165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -546039.812500 Penalty: 1380.893555
	Iteration 0F: 2 clusters Score -546039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -542105.312500 Penalty: 2761.787109
	Iteration 0F: 3 clusters Score -542105.3 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -543124.625000 Penalty: 2761.787109
	Iteration 1F: 3 clusters Score -543124.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -543303.875000 Penalty: 2761.787109
	Iteration 2F: 3 clusters Score -543303.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -543449.125000 Penalty: 2761.787109
	Iteration 3F: 3 clusters Score -543449.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -543568.875000 Penalty: 2761.787109
	Iteration 4Q: 3 clusters Score -543568.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -543675.500000 Penalty: 2761.787109
	Iteration 5Q: 3 clusters Score -543675.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -543757.437500 Penalty: 2761.787109
	Iteration 6Q: 3 clusters Score -543757.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -543833.312500 Penalty: 2761.787109
	Iteration 7Q: 3 clusters Score -543833.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -543913.187500 Penalty: 2761.787109
	Iteration 8Q: 3 clusters Score -543913.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -543999.937500 Penalty: 2761.787109
	Iteration 9Q: 3 clusters Score -543999.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -544100.250000 Penalty: 2761.787109
	Iteration 10Q: 3 clusters Score -544100.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -544238.875000 Penalty: 2761.787109
	Iteration 11Q: 3 clusters Score -544238.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -544362.875000 Penalty: 2761.787109
	Iteration 12Q: 3 clusters Score -544362.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -544473.312500 Penalty: 2761.787109
	Iteration 13Q: 3 clusters Score -544473.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -544585.062500 Penalty: 2761.787109
	Iteration 14Q: 3 clusters Score -544585.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -544696.750000 Penalty: 2761.787109
	Iteration 15Q: 3 clusters Score -544696.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -544792.812500 Penalty: 2761.787109
	Iteration 16Q: 3 clusters Score -544792.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -544851.500000 Penalty: 2761.787109
	Iteration 17Q: 3 clusters Score -544851.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -544893.062500 Penalty: 2761.787109
	Iteration 18Q: 3 clusters Score -544893.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -544928.187500 Penalty: 2761.787109
	Iteration 19Q: 3 clusters Score -544928.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -544957.062500 Penalty: 2761.787109
	Iteration 20F: 3 clusters Score -544957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -544968.062500 Penalty: 2761.787109
	Iteration 21Q: 3 clusters Score -544968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -544973.562500 Penalty: 2761.787109
	Iteration 22Q: 3 clusters Score -544973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -544980.125000 Penalty: 2761.787109
	Iteration 23Q: 3 clusters Score -544980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -544983.250000 Penalty: 2761.787109
	Iteration 24Q: 3 clusters Score -544983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -544984.562500 Penalty: 2761.787109
	Iteration 25Q: 3 clusters Score -544984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -544985.625000 Penalty: 2761.787109
	Iteration 26Q: 3 clusters Score -544985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -544985.687500 Penalty: 2761.787109
	Iteration 27Q: 3 clusters Score -544985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -544986.625000 Penalty: 2761.787109
	Iteration 28Q: 3 clusters Score -544986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -544985.937500 Penalty: 2761.787109
	Iteration 29Q: 3 clusters Score -544985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -544986.500000 Penalty: 2761.787109
	Iteration 30Q: 3 clusters Score -544986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -544987.062500 Penalty: 2761.787109
	Iteration 31Q: 3 clusters Score -544987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -544987.437500 Penalty: 2761.787109
	Iteration 32Q: 3 clusters Score -544987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -544988.312500 Penalty: 2761.787109
	Iteration 33Q: 3 clusters Score -544988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -544989.000000 Penalty: 2761.787109
	Iteration 34Q: 3 clusters Score -544989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -544989.562500 Penalty: 2761.787109
	Iteration 35Q: 3 clusters Score -544989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -544992.687500 Penalty: 2761.787109
	Iteration 36Q: 3 clusters Score -544992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -544993.750000 Penalty: 2761.787109
	Iteration 37Q: 3 clusters Score -544993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -544994.062500 Penalty: 2761.787109
	Iteration 38Q: 3 clusters Score -544994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -544994.687500 Penalty: 2761.787109
	Iteration 39Q: 3 clusters Score -544994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -544994.687500 Penalty: 2761.787109
	Iteration 40F: 3 clusters Score -544994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -536498.750000 Penalty: 1384.076416
	Iteration 0F: 2 clusters Score -536498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -532494.437500 Penalty: 2768.152832
	Iteration 0F: 3 clusters Score -532494.4 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -533806.875000 Penalty: 2768.152832
	Iteration 1F: 3 clusters Score -533806.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -534204.000000 Penalty: 2768.152832
	Iteration 2F: 3 clusters Score -534204 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -534628.000000 Penalty: 2768.152832
	Iteration 3F: 3 clusters Score -534628 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -535065.187500 Penalty: 2768.152832
	Iteration 4F: 3 clusters Score -535065.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -535504.750000 Penalty: 2768.152832
	Iteration 5F: 3 clusters Score -535504.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -535784.187500 Penalty: 2768.152832
	Iteration 6F: 3 clusters Score -535784.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -535914.812500 Penalty: 2768.152832
	Iteration 7Q: 3 clusters Score -535914.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -535975.062500 Penalty: 2768.152832
	Iteration 8Q: 3 clusters Score -535975.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -536011.250000 Penalty: 2768.152832
	Iteration 9Q: 3 clusters Score -536011.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -536025.250000 Penalty: 2768.152832
	Iteration 10Q: 3 clusters Score -536025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -536032.875000 Penalty: 2768.152832
	Iteration 11Q: 3 clusters Score -536032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -536038.875000 Penalty: 2768.152832
	Iteration 12Q: 3 clusters Score -536038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -536047.000000 Penalty: 2768.152832
	Iteration 13Q: 3 clusters Score -536047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -536055.687500 Penalty: 2768.152832
	Iteration 14Q: 3 clusters Score -536055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -536063.937500 Penalty: 2768.152832
	Iteration 15Q: 3 clusters Score -536063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -536072.125000 Penalty: 2768.152832
	Iteration 16Q: 3 clusters Score -536072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -536078.625000 Penalty: 2768.152832
	Iteration 17Q: 3 clusters Score -536078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -536081.500000 Penalty: 2768.152832
	Iteration 18Q: 3 clusters Score -536081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -536085.250000 Penalty: 2768.152832
	Iteration 19Q: 3 clusters Score -536085.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -536087.687500 Penalty: 2768.152832
	Iteration 20F: 3 clusters Score -536087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -536088.187500 Penalty: 2768.152832
	Iteration 21Q: 3 clusters Score -536088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -536088.500000 Penalty: 2768.152832
	Iteration 22Q: 3 clusters Score -536088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -536088.500000 Penalty: 2768.152832
	Iteration 23F: 3 clusters Score -536088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -42349.320312 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -42349.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41354.097656 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -41354.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41469.027344 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -41469.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41505.355469 Penalty: 1954.457520
	Iteration 2Q: 3 clusters Score -41505.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41524.769531 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -41524.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41547.296875 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -41547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41551.656250 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -41551.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41558.511719 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -41558.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41559.632812 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -41559.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41562.714844 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -41562.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41562.714844 Penalty: 1954.457520
	Iteration 9F: 3 clusters Score -41562.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Entering Unmasked Estep 
Score: -5333796.000000 Penalty: 1747.650146
	Iteration 0F: 2 clusters Score -5333796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5302420.000000 Penalty: 3495.300293
	Iteration 0F: 3 clusters Score -5302420 nChanged 21992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -5314790.500000 Penalty: 3495.300293
	Iteration 1F: 3 clusters Score -5314790 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -5315377.000000 Penalty: 3495.300293
	Iteration 2Q: 3 clusters Score -5315377 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5316128.500000 Penalty: 3495.300293
	Iteration 3Q: 3 clusters Score -5316128 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5317204.000000 Penalty: 3495.300293
	Iteration 4Q: 3 clusters Score -5317204 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5318535.000000 Penalty: 3495.300293
	Iteration 5Q: 3 clusters Score -5318535 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5320251.000000 Penalty: 3495.300293
	Iteration 6F: 3 clusters Score -5320251 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -5322134.000000 Penalty: 3495.300293
	Iteration 7F: 3 clusters Score -5322134 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5324374.000000 Penalty: 3495.300293
	Iteration 8F: 3 clusters Score -5324374 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5326196.000000 Penalty: 3495.300293
	Iteration 9F: 3 clusters Score -5326196 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5327059.000000 Penalty: 3495.300293
	Iteration 10Q: 3 clusters Score -5327059 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5327419.000000 Penalty: 3495.300293
	Iteration 11Q: 3 clusters Score -5327419 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5327569.000000 Penalty: 3495.300293
	Iteration 12Q: 3 clusters Score -5327569 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -5327702.500000 Penalty: 3495.300293
	Iteration 13Q: 3 clusters Score -5327702 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -5327828.000000 Penalty: 3495.300293
	Iteration 14Q: 3 clusters Score -5327828 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -5327939.500000 Penalty: 3495.300293
	Iteration 15Q: 3 clusters Score -5327940 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5328059.000000 Penalty: 3495.300293
	Iteration 16Q: 3 clusters Score -5328059 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5328156.500000 Penalty: 3495.300293
	Iteration 17Q: 3 clusters Score -5328156 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5328305.000000 Penalty: 3495.300293
	Iteration 18Q: 3 clusters Score -5328305 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5328405.500000 Penalty: 3495.300293
	Iteration 19Q: 3 clusters Score -5328406 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5328518.000000 Penalty: 3495.300293
	Iteration 20F: 3 clusters Score -5328518 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5328586.500000 Penalty: 3495.300293
	Iteration 21Q: 3 clusters Score -5328586 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5328687.500000 Penalty: 3495.300293
	Iteration 22Q: 3 clusters Score -5328688 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5328747.000000 Penalty: 3495.300293
	Iteration 23Q: 3 clusters Score -5328747 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5328796.500000 Penalty: 3495.300293
	Iteration 24Q: 3 clusters Score -5328796 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5328901.500000 Penalty: 3495.300293
	Iteration 25Q: 3 clusters Score -5328902 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5328943.000000 Penalty: 3495.300293
	Iteration 26Q: 3 clusters Score -5328943 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5329006.000000 Penalty: 3495.300293
	Iteration 27Q: 3 clusters Score -5329006 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5329099.500000 Penalty: 3495.300293
	Iteration 28Q: 3 clusters Score -5329100 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5329173.500000 Penalty: 3495.300293
	Iteration 29Q: 3 clusters Score -5329174 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5329254.000000 Penalty: 3495.300293
	Iteration 30Q: 3 clusters Score -5329254 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5329356.500000 Penalty: 3495.300293
	Iteration 31Q: 3 clusters Score -5329356 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5329412.500000 Penalty: 3495.300293
	Iteration 32Q: 3 clusters Score -5329412 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5329521.000000 Penalty: 3495.300293
	Iteration 33Q: 3 clusters Score -5329521 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -5329641.000000 Penalty: 3495.300293
	Iteration 34Q: 3 clusters Score -5329641 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5329746.500000 Penalty: 3495.300293
	Iteration 35Q: 3 clusters Score -5329746 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5329855.000000 Penalty: 3495.300293
	Iteration 36Q: 3 clusters Score -5329855 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -5329970.000000 Penalty: 3495.300293
	Iteration 37Q: 3 clusters Score -5329970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5330088.500000 Penalty: 3495.300293
	Iteration 38Q: 3 clusters Score -5330088 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5330207.500000 Penalty: 3495.300293
	Iteration 39Q: 3 clusters Score -5330208 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5330326.000000 Penalty: 3495.300293
	Iteration 40F: 3 clusters Score -5330326 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -5330467.500000 Penalty: 3495.300293
	Iteration 41Q: 3 clusters Score -5330468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5330600.000000 Penalty: 3495.300293
	Iteration 42Q: 3 clusters Score -5330600 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5330716.000000 Penalty: 3495.300293
	Iteration 43Q: 3 clusters Score -5330716 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -5330872.500000 Penalty: 3495.300293
	Iteration 44Q: 3 clusters Score -5330872 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5331038.500000 Penalty: 3495.300293
	Iteration 45Q: 3 clusters Score -5331038 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5331167.000000 Penalty: 3495.300293
	Iteration 46Q: 3 clusters Score -5331167 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5331316.500000 Penalty: 3495.300293
	Iteration 47Q: 3 clusters Score -5331316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5331429.000000 Penalty: 3495.300293
	Iteration 48Q: 3 clusters Score -5331429 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5331571.500000 Penalty: 3495.300293
	Iteration 49Q: 3 clusters Score -5331572 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5331670.500000 Penalty: 3495.300293
	Iteration 50Q: 3 clusters Score -5331670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5331767.500000 Penalty: 3495.300293
	Iteration 51Q: 3 clusters Score -5331768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5331879.500000 Penalty: 3495.300293
	Iteration 52Q: 3 clusters Score -5331880 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5331942.000000 Penalty: 3495.300293
	Iteration 53Q: 3 clusters Score -5331942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5332005.000000 Penalty: 3495.300293
	Iteration 54Q: 3 clusters Score -5332005 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5332061.000000 Penalty: 3495.300293
	Iteration 55Q: 3 clusters Score -5332061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5332107.500000 Penalty: 3495.300293
	Iteration 56Q: 3 clusters Score -5332108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5332158.500000 Penalty: 3495.300293
	Iteration 57Q: 3 clusters Score -5332158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5332185.000000 Penalty: 3495.300293
	Iteration 58Q: 3 clusters Score -5332185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5332210.000000 Penalty: 3495.300293
	Iteration 59Q: 3 clusters Score -5332210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5332251.500000 Penalty: 3495.300293
	Iteration 60F: 3 clusters Score -5332252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5332265.500000 Penalty: 3495.300293
	Iteration 61Q: 3 clusters Score -5332266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5332279.500000 Penalty: 3495.300293
	Iteration 62Q: 3 clusters Score -5332280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5332302.500000 Penalty: 3495.300293
	Iteration 63Q: 3 clusters Score -5332302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5332302.500000 Penalty: 3495.300293
	Iteration 64Q: 3 clusters Score -5332302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5332305.000000 Penalty: 3495.300293
	Iteration 65Q: 3 clusters Score -5332305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5332312.000000 Penalty: 3495.300293
	Iteration 66Q: 3 clusters Score -5332312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5332320.000000 Penalty: 3495.300293
	Iteration 67Q: 3 clusters Score -5332320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5332327.000000 Penalty: 3495.300293
	Iteration 68Q: 3 clusters Score -5332327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5332327.000000 Penalty: 3495.300293
	Iteration 69Q: 3 clusters Score -5332327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5332334.000000 Penalty: 3495.300293
	Iteration 70Q: 3 clusters Score -5332334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5332328.500000 Penalty: 3495.300293
	Iteration 71Q: 3 clusters Score -5332328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5332340.000000 Penalty: 3495.300293
	Iteration 72Q: 3 clusters Score -5332340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5332343.000000 Penalty: 3495.300293
	Iteration 73Q: 3 clusters Score -5332343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5332343.000000 Penalty: 3495.300293
	Iteration 74Q: 3 clusters Score -5332343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5332346.500000 Penalty: 3495.300293
	Iteration 75Q: 3 clusters Score -5332346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5332345.500000 Penalty: 3495.300293
	Iteration 76Q: 3 clusters Score -5332346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5332342.500000 Penalty: 3495.300293
	Iteration 77Q: 3 clusters Score -5332342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5332356.000000 Penalty: 3495.300293
	Iteration 78Q: 3 clusters Score -5332356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5332353.500000 Penalty: 3495.300293
	Iteration 79Q: 3 clusters Score -5332354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5332357.000000 Penalty: 3495.300293
	Iteration 80F: 3 clusters Score -5332357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5332358.500000 Penalty: 3495.300293
	Iteration 81Q: 3 clusters Score -5332358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5332356.000000 Penalty: 3495.300293
	Iteration 82Q: 3 clusters Score -5332356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5332356.500000 Penalty: 3495.300293
	Iteration 83Q: 3 clusters Score -5332356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5332367.000000 Penalty: 3495.300293
	Iteration 84Q: 3 clusters Score -5332367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5332366.500000 Penalty: 3495.300293
	Iteration 85Q: 3 clusters Score -5332366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5332369.000000 Penalty: 3495.300293
	Iteration 86Q: 3 clusters Score -5332369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5332370.000000 Penalty: 3495.300293
	Iteration 87Q: 3 clusters Score -5332370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5332374.500000 Penalty: 3495.300293
	Iteration 88Q: 3 clusters Score -5332374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5332376.500000 Penalty: 3495.300293
	Iteration 89Q: 3 clusters Score -5332376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5332376.000000 Penalty: 3495.300293
	Iteration 90Q: 3 clusters Score -5332376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5332382.000000 Penalty: 3495.300293
	Iteration 91Q: 3 clusters Score -5332382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5332378.500000 Penalty: 3495.300293
	Iteration 92Q: 3 clusters Score -5332378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5332378.500000 Penalty: 3495.300293
	Iteration 93Q: 3 clusters Score -5332378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5332378.500000 Penalty: 3495.300293
	Iteration 94F: 3 clusters Score -5332378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -13822.531250 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -13822.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13240.367188 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -13240.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13309.017578 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -13309.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13343.723633 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -13343.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13361.755859 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -13361.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13370.021484 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -13370.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13374.850586 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -13374.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13375.933594 Penalty: 1672.935669
	Iteration 6Q: 3 clusters Score -13375.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13375.933594 Penalty: 1672.935669
	Iteration 7F: 3 clusters Score -13375.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -360350.875000 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -360350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357517.281250 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -357517.3 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -358172.843750 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -358172.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358306.093750 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -358306.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -358390.562500 Penalty: 2618.441650
	Iteration 3Q: 3 clusters Score -358390.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -358454.906250 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -358454.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -358520.125000 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -358520.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -358560.781250 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -358560.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -358588.968750 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -358589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -358606.687500 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -358606.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -358621.968750 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -358622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -358633.937500 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -358633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -358649.375000 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -358649.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -358661.281250 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -358661.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358670.156250 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -358670.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -358681.281250 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -358681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -358689.906250 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -358689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -358695.843750 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -358695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -358699.875000 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -358699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -358704.781250 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -358704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -358710.593750 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -358710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -358712.062500 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -358712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -358714.687500 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -358714.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -358718.406250 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -358718.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -358720.843750 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -358720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -358723.031250 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -358723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358727.343750 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -358727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -358729.656250 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -358729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -358732.000000 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -358732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358734.375000 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -358734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358736.906250 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -358736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358739.312500 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -358739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -358744.187500 Penalty: 2618.441650
	Iteration 31Q: 3 clusters Score -358744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358749.468750 Penalty: 2618.441650
	Iteration 32Q: 3 clusters Score -358749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -358752.031250 Penalty: 2618.441650
	Iteration 33Q: 3 clusters Score -358752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -358753.968750 Penalty: 2618.441650
	Iteration 34Q: 3 clusters Score -358754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358754.250000 Penalty: 2618.441650
	Iteration 35Q: 3 clusters Score -358754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358756.843750 Penalty: 2618.441650
	Iteration 36Q: 3 clusters Score -358756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -358757.781250 Penalty: 2618.441650
	Iteration 37Q: 3 clusters Score -358757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358759.312500 Penalty: 2618.441650
	Iteration 38Q: 3 clusters Score -358759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358759.687500 Penalty: 2618.441650
	Iteration 39Q: 3 clusters Score -358759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358761.000000 Penalty: 2618.441650
	Iteration 40F: 3 clusters Score -358761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -358761.156250 Penalty: 2618.441650
	Iteration 41Q: 3 clusters Score -358761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -358762.406250 Penalty: 2618.441650
	Iteration 42Q: 3 clusters Score -358762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -358764.625000 Penalty: 2618.441650
	Iteration 43Q: 3 clusters Score -358764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -358764.968750 Penalty: 2618.441650
	Iteration 44Q: 3 clusters Score -358765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -358766.437500 Penalty: 2618.441650
	Iteration 45Q: 3 clusters Score -358766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -358767.250000 Penalty: 2618.441650
	Iteration 46Q: 3 clusters Score -358767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -358769.687500 Penalty: 2618.441650
	Iteration 47Q: 3 clusters Score -358769.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -358773.125000 Penalty: 2618.441650
	Iteration 48Q: 3 clusters Score -358773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358776.718750 Penalty: 2618.441650
	Iteration 49Q: 3 clusters Score -358776.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -358784.187500 Penalty: 2618.441650
	Iteration 50Q: 3 clusters Score -358784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358790.250000 Penalty: 2618.441650
	Iteration 51Q: 3 clusters Score -358790.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358796.718750 Penalty: 2618.441650
	Iteration 52Q: 3 clusters Score -358796.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -358803.312500 Penalty: 2618.441650
	Iteration 53Q: 3 clusters Score -358803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -358809.000000 Penalty: 2618.441650
	Iteration 54Q: 3 clusters Score -358809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -358818.687500 Penalty: 2618.441650
	Iteration 55Q: 3 clusters Score -358818.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -358826.937500 Penalty: 2618.441650
	Iteration 56Q: 3 clusters Score -358826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -358832.312500 Penalty: 2618.441650
	Iteration 57Q: 3 clusters Score -358832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -358842.156250 Penalty: 2618.441650
	Iteration 58Q: 3 clusters Score -358842.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -358853.656250 Penalty: 2618.441650
	Iteration 59Q: 3 clusters Score -358853.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -358861.156250 Penalty: 2618.441650
	Iteration 60F: 3 clusters Score -358861.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -358869.875000 Penalty: 2618.441650
	Iteration 61Q: 3 clusters Score -358869.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -358880.156250 Penalty: 2618.441650
	Iteration 62Q: 3 clusters Score -358880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358888.093750 Penalty: 2618.441650
	Iteration 63Q: 3 clusters Score -358888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -358891.218750 Penalty: 2618.441650
	Iteration 64Q: 3 clusters Score -358891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358896.406250 Penalty: 2618.441650
	Iteration 65Q: 3 clusters Score -358896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -358902.781250 Penalty: 2618.441650
	Iteration 66Q: 3 clusters Score -358902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358906.718750 Penalty: 2618.441650
	Iteration 67Q: 3 clusters Score -358906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -358908.906250 Penalty: 2618.441650
	Iteration 68Q: 3 clusters Score -358908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -358911.906250 Penalty: 2618.441650
	Iteration 69Q: 3 clusters Score -358911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -358916.156250 Penalty: 2618.441650
	Iteration 70Q: 3 clusters Score -358916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -358919.656250 Penalty: 2618.441650
	Iteration 71Q: 3 clusters Score -358919.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -358923.312500 Penalty: 2618.441650
	Iteration 72Q: 3 clusters Score -358923.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -358925.625000 Penalty: 2618.441650
	Iteration 73Q: 3 clusters Score -358925.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -358928.812500 Penalty: 2618.441650
	Iteration 74Q: 3 clusters Score -358928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -358935.125000 Penalty: 2618.441650
	Iteration 75Q: 3 clusters Score -358935.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -358940.906250 Penalty: 2618.441650
	Iteration 76Q: 3 clusters Score -358940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358946.375000 Penalty: 2618.441650
	Iteration 77Q: 3 clusters Score -358946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -358950.718750 Penalty: 2618.441650
	Iteration 78Q: 3 clusters Score -358950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -358954.625000 Penalty: 2618.441650
	Iteration 79Q: 3 clusters Score -358954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358959.312500 Penalty: 2618.441650
	Iteration 80F: 3 clusters Score -358959.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -358964.093750 Penalty: 2618.441650
	Iteration 81Q: 3 clusters Score -358964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358967.468750 Penalty: 2618.441650
	Iteration 82Q: 3 clusters Score -358967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -358969.906250 Penalty: 2618.441650
	Iteration 83Q: 3 clusters Score -358969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -358970.812500 Penalty: 2618.441650
	Iteration 84Q: 3 clusters Score -358970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -358971.250000 Penalty: 2618.441650
	Iteration 85Q: 3 clusters Score -358971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -358970.968750 Penalty: 2618.441650
	Iteration 86Q: 3 clusters Score -358971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -358970.968750 Penalty: 2618.441650
	Iteration 87F: 3 clusters Score -358971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -246524.328125 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -246524.3 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 1149 members 
Entering Unmasked Estep 
Score: -244228.062500 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -244228.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244763.812500 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -244763.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244902.843750 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -244902.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -244986.171875 Penalty: 2513.731689
	Iteration 3Q: 3 clusters Score -244986.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -245064.859375 Penalty: 2513.731689
	Iteration 4Q: 3 clusters Score -245064.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -245131.968750 Penalty: 2513.731689
	Iteration 5Q: 3 clusters Score -245132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -245199.218750 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -245199.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245266.625000 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -245266.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -245333.250000 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -245333.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -245416.218750 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -245416.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -245540.968750 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -245541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -245697.031250 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -245697 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -245893.312500 Penalty: 2513.731689
	Iteration 12F: 3 clusters Score -245893.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -246153.734375 Penalty: 2513.731689
	Iteration 13F: 3 clusters Score -246153.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -246329.750000 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -246329.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -246397.500000 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -246397.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -246420.250000 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -246420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -246427.312500 Penalty: 2513.731689
	Iteration 17Q: 3 clusters Score -246427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -246428.296875 Penalty: 2513.731689
	Iteration 18Q: 3 clusters Score -246428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -246428.296875 Penalty: 2513.731689
	Iteration 19F: 3 clusters Score -246428.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146457 members 
Entering Unmasked Estep 
Score: -16520770.000000 Penalty: 1932.854248
	Iteration 0F: 2 clusters Score -1.652077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -16425708.000000 Penalty: 3865.708496
	Iteration 0F: 3 clusters Score -1.642571e+07 nChanged 70485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -16466558.000000 Penalty: 3865.708496
	Iteration 1F: 3 clusters Score -1.646656e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -16467541.000000 Penalty: 3865.708496
	Iteration 2Q: 3 clusters Score -1.646754e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -16468941.000000 Penalty: 3865.708496
	Iteration 3Q: 3 clusters Score -1.646894e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85300 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -16470911.000000 Penalty: 3865.708496
	Iteration 4Q: 3 clusters Score -1.647091e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -16474160.000000 Penalty: 3865.708496
	Iteration 5Q: 3 clusters Score -1.647416e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -16479578.000000 Penalty: 3865.708496
	Iteration 6F: 3 clusters Score -1.647958e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109986 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -16487889.000000 Penalty: 3865.708496
	Iteration 7F: 3 clusters Score -1.648789e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -16498231.000000 Penalty: 3865.708496
	Iteration 8F: 3 clusters Score -1.649823e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -16507829.000000 Penalty: 3865.708496
	Iteration 9F: 3 clusters Score -1.650783e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140146 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -16514134.000000 Penalty: 3865.708496
	Iteration 10F: 3 clusters Score -1.651413e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -16517160.000000 Penalty: 3865.708496
	Iteration 11Q: 3 clusters Score -1.651716e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145165 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16518221.000000 Penalty: 3865.708496
	Iteration 12Q: 3 clusters Score -1.651822e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16518668.000000 Penalty: 3865.708496
	Iteration 13Q: 3 clusters Score -1.651867e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16518851.000000 Penalty: 3865.708496
	Iteration 14Q: 3 clusters Score -1.651885e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16518971.000000 Penalty: 3865.708496
	Iteration 15Q: 3 clusters Score -1.651897e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16519019.000000 Penalty: 3865.708496
	Iteration 16Q: 3 clusters Score -1.651902e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16519083.000000 Penalty: 3865.708496
	Iteration 17Q: 3 clusters Score -1.651908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16519088.000000 Penalty: 3865.708496
	Iteration 18Q: 3 clusters Score -1.651909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -16519118.000000 Penalty: 3865.708496
	Iteration 19Q: 3 clusters Score -1.651912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16519131.000000 Penalty: 3865.708496
	Iteration 20F: 3 clusters Score -1.651913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146038 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16519157.000000 Penalty: 3865.708496
	Iteration 21Q: 3 clusters Score -1.651916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16519152.000000 Penalty: 3865.708496
	Iteration 22Q: 3 clusters Score -1.651915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -16519171.000000 Penalty: 3865.708496
	Iteration 23Q: 3 clusters Score -1.651917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16519197.000000 Penalty: 3865.708496
	Iteration 24Q: 3 clusters Score -1.65192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16519197.000000 Penalty: 3865.708496
	Iteration 25Q: 3 clusters Score -1.65192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16519195.000000 Penalty: 3865.708496
	Iteration 26Q: 3 clusters Score -1.65192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16519205.000000 Penalty: 3865.708496
	Iteration 27Q: 3 clusters Score -1.65192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16519203.000000 Penalty: 3865.708496
	Iteration 28Q: 3 clusters Score -1.65192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16519211.000000 Penalty: 3865.708496
	Iteration 29Q: 3 clusters Score -1.651921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16519216.000000 Penalty: 3865.708496
	Iteration 30Q: 3 clusters Score -1.651922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16519218.000000 Penalty: 3865.708496
	Iteration 31Q: 3 clusters Score -1.651922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16519222.000000 Penalty: 3865.708496
	Iteration 32Q: 3 clusters Score -1.651922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16519225.000000 Penalty: 3865.708496
	Iteration 33Q: 3 clusters Score -1.651922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146085 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16519217.000000 Penalty: 3865.708496
	Iteration 34Q: 3 clusters Score -1.651922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146085 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16519217.000000 Penalty: 3865.708496
	Iteration 35F: 3 clusters Score -1.651922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Entering Unmasked Estep 
Score: -2084072.250000 Penalty: 1594.490479
	Iteration 0F: 2 clusters Score -2084072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2071491.125000 Penalty: 3188.980957
	Iteration 0F: 3 clusters Score -2071491 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2076136.125000 Penalty: 3188.980957
	Iteration 1F: 3 clusters Score -2076136 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2076618.000000 Penalty: 3188.980957
	Iteration 2F: 3 clusters Score -2076618 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2077178.750000 Penalty: 3188.980957
	Iteration 3F: 3 clusters Score -2077179 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2077863.875000 Penalty: 3188.980957
	Iteration 4F: 3 clusters Score -2077864 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2078532.375000 Penalty: 3188.980957
	Iteration 5F: 3 clusters Score -2078532 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2079186.500000 Penalty: 3188.980957
	Iteration 6F: 3 clusters Score -2079186 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2079817.500000 Penalty: 3188.980957
	Iteration 7F: 3 clusters Score -2079818 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2080345.875000 Penalty: 3188.980957
	Iteration 8Q: 3 clusters Score -2080346 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2080708.750000 Penalty: 3188.980957
	Iteration 9Q: 3 clusters Score -2080709 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2080959.750000 Penalty: 3188.980957
	Iteration 10Q: 3 clusters Score -2080960 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2081108.250000 Penalty: 3188.980957
	Iteration 11Q: 3 clusters Score -2081108 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2081186.750000 Penalty: 3188.980957
	Iteration 12Q: 3 clusters Score -2081187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2081238.500000 Penalty: 3188.980957
	Iteration 13Q: 3 clusters Score -2081238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2081266.750000 Penalty: 3188.980957
	Iteration 14Q: 3 clusters Score -2081267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2081292.750000 Penalty: 3188.980957
	Iteration 15Q: 3 clusters Score -2081293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2081316.625000 Penalty: 3188.980957
	Iteration 16Q: 3 clusters Score -2081317 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2081333.000000 Penalty: 3188.980957
	Iteration 17Q: 3 clusters Score -2081333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2081360.500000 Penalty: 3188.980957
	Iteration 18Q: 3 clusters Score -2081360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2081379.875000 Penalty: 3188.980957
	Iteration 19Q: 3 clusters Score -2081380 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2081389.750000 Penalty: 3188.980957
	Iteration 20F: 3 clusters Score -2081390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2081420.625000 Penalty: 3188.980957
	Iteration 21Q: 3 clusters Score -2081421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2081443.625000 Penalty: 3188.980957
	Iteration 22Q: 3 clusters Score -2081444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2081475.625000 Penalty: 3188.980957
	Iteration 23Q: 3 clusters Score -2081476 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2081502.375000 Penalty: 3188.980957
	Iteration 24Q: 3 clusters Score -2081502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2081522.375000 Penalty: 3188.980957
	Iteration 25Q: 3 clusters Score -2081522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2081543.875000 Penalty: 3188.980957
	Iteration 26Q: 3 clusters Score -2081544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2081565.375000 Penalty: 3188.980957
	Iteration 27Q: 3 clusters Score -2081565 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2081577.750000 Penalty: 3188.980957
	Iteration 28Q: 3 clusters Score -2081578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2081599.000000 Penalty: 3188.980957
	Iteration 29Q: 3 clusters Score -2081599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2081620.500000 Penalty: 3188.980957
	Iteration 30Q: 3 clusters Score -2081620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2081641.500000 Penalty: 3188.980957
	Iteration 31Q: 3 clusters Score -2081642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2081651.625000 Penalty: 3188.980957
	Iteration 32Q: 3 clusters Score -2081652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2081670.750000 Penalty: 3188.980957
	Iteration 33Q: 3 clusters Score -2081671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2081676.875000 Penalty: 3188.980957
	Iteration 34Q: 3 clusters Score -2081677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2081693.250000 Penalty: 3188.980957
	Iteration 35Q: 3 clusters Score -2081693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2081707.875000 Penalty: 3188.980957
	Iteration 36Q: 3 clusters Score -2081708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2081720.625000 Penalty: 3188.980957
	Iteration 37Q: 3 clusters Score -2081721 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2081730.125000 Penalty: 3188.980957
	Iteration 38Q: 3 clusters Score -2081730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2081737.500000 Penalty: 3188.980957
	Iteration 39Q: 3 clusters Score -2081738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2081753.875000 Penalty: 3188.980957
	Iteration 40F: 3 clusters Score -2081754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2081765.875000 Penalty: 3188.980957
	Iteration 41Q: 3 clusters Score -2081766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2081788.750000 Penalty: 3188.980957
	Iteration 42Q: 3 clusters Score -2081789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2081804.250000 Penalty: 3188.980957
	Iteration 43Q: 3 clusters Score -2081804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2081832.625000 Penalty: 3188.980957
	Iteration 44Q: 3 clusters Score -2081833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2081859.250000 Penalty: 3188.980957
	Iteration 45Q: 3 clusters Score -2081859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2081888.625000 Penalty: 3188.980957
	Iteration 46Q: 3 clusters Score -2081889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2081906.000000 Penalty: 3188.980957
	Iteration 47Q: 3 clusters Score -2081906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2081934.750000 Penalty: 3188.980957
	Iteration 48Q: 3 clusters Score -2081935 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2081962.000000 Penalty: 3188.980957
	Iteration 49Q: 3 clusters Score -2081962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2081991.375000 Penalty: 3188.980957
	Iteration 50Q: 3 clusters Score -2081991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2082016.500000 Penalty: 3188.980957
	Iteration 51Q: 3 clusters Score -2082016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2082045.000000 Penalty: 3188.980957
	Iteration 52Q: 3 clusters Score -2082045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2082069.250000 Penalty: 3188.980957
	Iteration 53Q: 3 clusters Score -2082069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2082089.875000 Penalty: 3188.980957
	Iteration 54Q: 3 clusters Score -2082090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2082110.625000 Penalty: 3188.980957
	Iteration 55Q: 3 clusters Score -2082111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2082123.250000 Penalty: 3188.980957
	Iteration 56Q: 3 clusters Score -2082123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2082142.250000 Penalty: 3188.980957
	Iteration 57Q: 3 clusters Score -2082142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2082161.250000 Penalty: 3188.980957
	Iteration 58Q: 3 clusters Score -2082161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2082174.750000 Penalty: 3188.980957
	Iteration 59Q: 3 clusters Score -2082175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2082190.375000 Penalty: 3188.980957
	Iteration 60F: 3 clusters Score -2082190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2082206.125000 Penalty: 3188.980957
	Iteration 61Q: 3 clusters Score -2082206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2082225.000000 Penalty: 3188.980957
	Iteration 62Q: 3 clusters Score -2082225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2082245.875000 Penalty: 3188.980957
	Iteration 63Q: 3 clusters Score -2082246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2082265.750000 Penalty: 3188.980957
	Iteration 64Q: 3 clusters Score -2082266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2082277.625000 Penalty: 3188.980957
	Iteration 65Q: 3 clusters Score -2082278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2082298.375000 Penalty: 3188.980957
	Iteration 66Q: 3 clusters Score -2082298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2082313.500000 Penalty: 3188.980957
	Iteration 67Q: 3 clusters Score -2082314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2082331.000000 Penalty: 3188.980957
	Iteration 68Q: 3 clusters Score -2082331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2082352.750000 Penalty: 3188.980957
	Iteration 69Q: 3 clusters Score -2082353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2082363.500000 Penalty: 3188.980957
	Iteration 70Q: 3 clusters Score -2082364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2082388.250000 Penalty: 3188.980957
	Iteration 71Q: 3 clusters Score -2082388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2082407.250000 Penalty: 3188.980957
	Iteration 72Q: 3 clusters Score -2082407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2082417.875000 Penalty: 3188.980957
	Iteration 73Q: 3 clusters Score -2082418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2082426.125000 Penalty: 3188.980957
	Iteration 74Q: 3 clusters Score -2082426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2082436.000000 Penalty: 3188.980957
	Iteration 75Q: 3 clusters Score -2082436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2082445.875000 Penalty: 3188.980957
	Iteration 76Q: 3 clusters Score -2082446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2082447.875000 Penalty: 3188.980957
	Iteration 77Q: 3 clusters Score -2082448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2082458.875000 Penalty: 3188.980957
	Iteration 78Q: 3 clusters Score -2082459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2082465.875000 Penalty: 3188.980957
	Iteration 79Q: 3 clusters Score -2082466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2082466.125000 Penalty: 3188.980957
	Iteration 80F: 3 clusters Score -2082466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2082469.250000 Penalty: 3188.980957
	Iteration 81Q: 3 clusters Score -2082469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2082477.750000 Penalty: 3188.980957
	Iteration 82Q: 3 clusters Score -2082478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2082490.375000 Penalty: 3188.980957
	Iteration 83Q: 3 clusters Score -2082490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2082494.750000 Penalty: 3188.980957
	Iteration 84Q: 3 clusters Score -2082495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2082500.500000 Penalty: 3188.980957
	Iteration 85Q: 3 clusters Score -2082500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2082511.625000 Penalty: 3188.980957
	Iteration 86Q: 3 clusters Score -2082512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2082523.250000 Penalty: 3188.980957
	Iteration 87Q: 3 clusters Score -2082523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2082529.500000 Penalty: 3188.980957
	Iteration 88Q: 3 clusters Score -2082530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2082547.000000 Penalty: 3188.980957
	Iteration 89Q: 3 clusters Score -2082547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2082560.500000 Penalty: 3188.980957
	Iteration 90Q: 3 clusters Score -2082560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2082565.875000 Penalty: 3188.980957
	Iteration 91Q: 3 clusters Score -2082566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2082571.500000 Penalty: 3188.980957
	Iteration 92Q: 3 clusters Score -2082572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2082580.500000 Penalty: 3188.980957
	Iteration 93Q: 3 clusters Score -2082580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2082587.875000 Penalty: 3188.980957
	Iteration 94Q: 3 clusters Score -2082588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2082598.625000 Penalty: 3188.980957
	Iteration 95Q: 3 clusters Score -2082599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2082602.875000 Penalty: 3188.980957
	Iteration 96Q: 3 clusters Score -2082603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2082619.750000 Penalty: 3188.980957
	Iteration 97Q: 3 clusters Score -2082620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2082635.000000 Penalty: 3188.980957
	Iteration 98Q: 3 clusters Score -2082635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2082637.875000 Penalty: 3188.980957
	Iteration 99Q: 3 clusters Score -2082638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2082648.750000 Penalty: 3188.980957
	Iteration 100F: 3 clusters Score -2082649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2082661.000000 Penalty: 3188.980957
	Iteration 101Q: 3 clusters Score -2082661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2082668.000000 Penalty: 3188.980957
	Iteration 102Q: 3 clusters Score -2082668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2082674.500000 Penalty: 3188.980957
	Iteration 103Q: 3 clusters Score -2082674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2082679.875000 Penalty: 3188.980957
	Iteration 104Q: 3 clusters Score -2082680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2082691.000000 Penalty: 3188.980957
	Iteration 105Q: 3 clusters Score -2082691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2082694.500000 Penalty: 3188.980957
	Iteration 106Q: 3 clusters Score -2082694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2082694.875000 Penalty: 3188.980957
	Iteration 107Q: 3 clusters Score -2082695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2082701.750000 Penalty: 3188.980957
	Iteration 108Q: 3 clusters Score -2082702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2082703.000000 Penalty: 3188.980957
	Iteration 109Q: 3 clusters Score -2082703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2082707.875000 Penalty: 3188.980957
	Iteration 110Q: 3 clusters Score -2082708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2082716.250000 Penalty: 3188.980957
	Iteration 111Q: 3 clusters Score -2082716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2082723.375000 Penalty: 3188.980957
	Iteration 112Q: 3 clusters Score -2082723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2082726.875000 Penalty: 3188.980957
	Iteration 113Q: 3 clusters Score -2082727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2082727.750000 Penalty: 3188.980957
	Iteration 114Q: 3 clusters Score -2082728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2082732.375000 Penalty: 3188.980957
	Iteration 115Q: 3 clusters Score -2082732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2082731.125000 Penalty: 3188.980957
	Iteration 116Q: 3 clusters Score -2082731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2082730.750000 Penalty: 3188.980957
	Iteration 117Q: 3 clusters Score -2082731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2082732.250000 Penalty: 3188.980957
	Iteration 118Q: 3 clusters Score -2082732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2082734.000000 Penalty: 3188.980957
	Iteration 119Q: 3 clusters Score -2082734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2082734.125000 Penalty: 3188.980957
	Iteration 120F: 3 clusters Score -2082734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2082735.500000 Penalty: 3188.980957
	Iteration 121Q: 3 clusters Score -2082736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2082735.250000 Penalty: 3188.980957
	Iteration 122Q: 3 clusters Score -2082735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2082736.500000 Penalty: 3188.980957
	Iteration 123Q: 3 clusters Score -2082736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2082735.875000 Penalty: 3188.980957
	Iteration 124Q: 3 clusters Score -2082736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2082735.500000 Penalty: 3188.980957
	Iteration 125Q: 3 clusters Score -2082736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2082735.500000 Penalty: 3188.980957
	Iteration 126F: 3 clusters Score -2082736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Entering Unmasked Estep 
Score: -3516349.000000 Penalty: 1685.097046
	Iteration 0F: 2 clusters Score -3516349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3494840.750000 Penalty: 3370.194092
	Iteration 0F: 3 clusters Score -3494841 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3503023.250000 Penalty: 3370.194092
	Iteration 1F: 3 clusters Score -3503023 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3503407.000000 Penalty: 3370.194092
	Iteration 2Q: 3 clusters Score -3503407 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3503836.250000 Penalty: 3370.194092
	Iteration 3Q: 3 clusters Score -3503836 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3504477.000000 Penalty: 3370.194092
	Iteration 4Q: 3 clusters Score -3504477 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3505478.750000 Penalty: 3370.194092
	Iteration 5F: 3 clusters Score -3505479 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3507166.000000 Penalty: 3370.194092
	Iteration 6F: 3 clusters Score -3507166 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3509584.500000 Penalty: 3370.194092
	Iteration 7F: 3 clusters Score -3509584 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3511885.500000 Penalty: 3370.194092
	Iteration 8F: 3 clusters Score -3511886 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3513433.500000 Penalty: 3370.194092
	Iteration 9Q: 3 clusters Score -3513434 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3514188.000000 Penalty: 3370.194092
	Iteration 10Q: 3 clusters Score -3514188 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3514547.750000 Penalty: 3370.194092
	Iteration 11Q: 3 clusters Score -3514548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3514687.750000 Penalty: 3370.194092
	Iteration 12Q: 3 clusters Score -3514688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3514761.000000 Penalty: 3370.194092
	Iteration 13Q: 3 clusters Score -3514761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3514806.250000 Penalty: 3370.194092
	Iteration 14Q: 3 clusters Score -3514806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3514823.250000 Penalty: 3370.194092
	Iteration 15Q: 3 clusters Score -3514823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3514831.750000 Penalty: 3370.194092
	Iteration 16Q: 3 clusters Score -3514832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3514842.500000 Penalty: 3370.194092
	Iteration 17Q: 3 clusters Score -3514842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3514845.250000 Penalty: 3370.194092
	Iteration 18Q: 3 clusters Score -3514845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3514850.750000 Penalty: 3370.194092
	Iteration 19Q: 3 clusters Score -3514851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3514857.500000 Penalty: 3370.194092
	Iteration 20F: 3 clusters Score -3514858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3514862.500000 Penalty: 3370.194092
	Iteration 21Q: 3 clusters Score -3514862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3514867.250000 Penalty: 3370.194092
	Iteration 22Q: 3 clusters Score -3514867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3514869.750000 Penalty: 3370.194092
	Iteration 23Q: 3 clusters Score -3514870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3514871.500000 Penalty: 3370.194092
	Iteration 24Q: 3 clusters Score -3514872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3514877.250000 Penalty: 3370.194092
	Iteration 25Q: 3 clusters Score -3514877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3514877.500000 Penalty: 3370.194092
	Iteration 26Q: 3 clusters Score -3514878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3514877.500000 Penalty: 3370.194092
	Iteration 27F: 3 clusters Score -3514878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Entering Unmasked Estep 
Score: -7497274.000000 Penalty: 1802.942017
	Iteration 0F: 2 clusters Score -7497274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -7453191.000000 Penalty: 3605.884033
	Iteration 0F: 3 clusters Score -7453191 nChanged 31327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7470942.000000 Penalty: 3605.884033
	Iteration 1F: 3 clusters Score -7470942 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -7471543.000000 Penalty: 3605.884033
	Iteration 2Q: 3 clusters Score -7471543 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -7472464.000000 Penalty: 3605.884033
	Iteration 3Q: 3 clusters Score -7472464 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7474110.000000 Penalty: 3605.884033
	Iteration 4F: 3 clusters Score -7474110 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7477123.500000 Penalty: 3605.884033
	Iteration 5F: 3 clusters Score -7477124 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -7481926.000000 Penalty: 3605.884033
	Iteration 6F: 3 clusters Score -7481926 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7487949.500000 Penalty: 3605.884033
	Iteration 7F: 3 clusters Score -7487950 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7492698.500000 Penalty: 3605.884033
	Iteration 8F: 3 clusters Score -7492698 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7494773.500000 Penalty: 3605.884033
	Iteration 9Q: 3 clusters Score -7494774 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7495391.000000 Penalty: 3605.884033
	Iteration 10Q: 3 clusters Score -7495391 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7495535.000000 Penalty: 3605.884033
	Iteration 11Q: 3 clusters Score -7495535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7495581.000000 Penalty: 3605.884033
	Iteration 12Q: 3 clusters Score -7495581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7495608.500000 Penalty: 3605.884033
	Iteration 13Q: 3 clusters Score -7495608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7495626.000000 Penalty: 3605.884033
	Iteration 14Q: 3 clusters Score -7495626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7495643.500000 Penalty: 3605.884033
	Iteration 15Q: 3 clusters Score -7495644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7495652.000000 Penalty: 3605.884033
	Iteration 16Q: 3 clusters Score -7495652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7495666.000000 Penalty: 3605.884033
	Iteration 17Q: 3 clusters Score -7495666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7495669.500000 Penalty: 3605.884033
	Iteration 18Q: 3 clusters Score -7495670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7495675.500000 Penalty: 3605.884033
	Iteration 19Q: 3 clusters Score -7495676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7495680.500000 Penalty: 3605.884033
	Iteration 20F: 3 clusters Score -7495680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7495681.500000 Penalty: 3605.884033
	Iteration 21Q: 3 clusters Score -7495682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7495683.500000 Penalty: 3605.884033
	Iteration 22Q: 3 clusters Score -7495684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7495683.500000 Penalty: 3605.884033
	Iteration 23F: 3 clusters Score -7495684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Entering Unmasked Estep 
Score: -14045732.000000 Penalty: 1907.113770
	Iteration 0F: 2 clusters Score -1.404573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -13964191.000000 Penalty: 3814.227539
	Iteration 0F: 3 clusters Score -1.396419e+07 nChanged 59905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -14000583.000000 Penalty: 3814.227539
	Iteration 1F: 3 clusters Score -1.400058e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -14002642.000000 Penalty: 3814.227539
	Iteration 2Q: 3 clusters Score -1.400264e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -14005474.000000 Penalty: 3814.227539
	Iteration 3Q: 3 clusters Score -1.400547e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -14008946.000000 Penalty: 3814.227539
	Iteration 4F: 3 clusters Score -1.400895e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -14013180.000000 Penalty: 3814.227539
	Iteration 5F: 3 clusters Score -1.401318e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -14018344.000000 Penalty: 3814.227539
	Iteration 6F: 3 clusters Score -1.401834e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -14023492.000000 Penalty: 3814.227539
	Iteration 7F: 3 clusters Score -1.402349e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -14027112.000000 Penalty: 3814.227539
	Iteration 8F: 3 clusters Score -1.402711e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -14028866.000000 Penalty: 3814.227539
	Iteration 9Q: 3 clusters Score -1.402887e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -14029461.000000 Penalty: 3814.227539
	Iteration 10Q: 3 clusters Score -1.402946e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -14029768.000000 Penalty: 3814.227539
	Iteration 11Q: 3 clusters Score -1.402977e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -14030016.000000 Penalty: 3814.227539
	Iteration 12Q: 3 clusters Score -1.403002e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -14030143.000000 Penalty: 3814.227539
	Iteration 13Q: 3 clusters Score -1.403014e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -14030269.000000 Penalty: 3814.227539
	Iteration 14Q: 3 clusters Score -1.403027e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -14030292.000000 Penalty: 3814.227539
	Iteration 15Q: 3 clusters Score -1.403029e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -14030385.000000 Penalty: 3814.227539
	Iteration 16Q: 3 clusters Score -1.403038e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -14030460.000000 Penalty: 3814.227539
	Iteration 17Q: 3 clusters Score -1.403046e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -14030551.000000 Penalty: 3814.227539
	Iteration 18Q: 3 clusters Score -1.403055e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -14030628.000000 Penalty: 3814.227539
	Iteration 19Q: 3 clusters Score -1.403063e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -14030716.000000 Penalty: 3814.227539
	Iteration 20F: 3 clusters Score -1.403072e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -14030775.000000 Penalty: 3814.227539
	Iteration 21Q: 3 clusters Score -1.403078e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -14030826.000000 Penalty: 3814.227539
	Iteration 22Q: 3 clusters Score -1.403083e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -14030873.000000 Penalty: 3814.227539
	Iteration 23Q: 3 clusters Score -1.403087e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -14030985.000000 Penalty: 3814.227539
	Iteration 24Q: 3 clusters Score -1.403098e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -14031062.000000 Penalty: 3814.227539
	Iteration 25Q: 3 clusters Score -1.403106e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -14031155.000000 Penalty: 3814.227539
	Iteration 26Q: 3 clusters Score -1.403116e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -14031249.000000 Penalty: 3814.227539
	Iteration 27Q: 3 clusters Score -1.403125e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -14031324.000000 Penalty: 3814.227539
	Iteration 28Q: 3 clusters Score -1.403132e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -14031479.000000 Penalty: 3814.227539
	Iteration 29Q: 3 clusters Score -1.403148e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -14031590.000000 Penalty: 3814.227539
	Iteration 30Q: 3 clusters Score -1.403159e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -14031746.000000 Penalty: 3814.227539
	Iteration 31Q: 3 clusters Score -1.403175e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -14031881.000000 Penalty: 3814.227539
	Iteration 32Q: 3 clusters Score -1.403188e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -14032029.000000 Penalty: 3814.227539
	Iteration 33Q: 3 clusters Score -1.403203e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -14032104.000000 Penalty: 3814.227539
	Iteration 34Q: 3 clusters Score -1.40321e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -14032304.000000 Penalty: 3814.227539
	Iteration 35Q: 3 clusters Score -1.40323e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -14032625.000000 Penalty: 3814.227539
	Iteration 36Q: 3 clusters Score -1.403262e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -14032862.000000 Penalty: 3814.227539
	Iteration 37Q: 3 clusters Score -1.403286e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -14033320.000000 Penalty: 3814.227539
	Iteration 38Q: 3 clusters Score -1.403332e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -14033691.000000 Penalty: 3814.227539
	Iteration 39Q: 3 clusters Score -1.403369e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -14034156.000000 Penalty: 3814.227539
	Iteration 40F: 3 clusters Score -1.403416e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -14034631.000000 Penalty: 3814.227539
	Iteration 41Q: 3 clusters Score -1.403463e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -14035091.000000 Penalty: 3814.227539
	Iteration 42Q: 3 clusters Score -1.403509e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -14035329.000000 Penalty: 3814.227539
	Iteration 43Q: 3 clusters Score -1.403533e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -14035658.000000 Penalty: 3814.227539
	Iteration 44Q: 3 clusters Score -1.403566e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -14035939.000000 Penalty: 3814.227539
	Iteration 45Q: 3 clusters Score -1.403594e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -14036132.000000 Penalty: 3814.227539
	Iteration 46Q: 3 clusters Score -1.403613e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -14036336.000000 Penalty: 3814.227539
	Iteration 47Q: 3 clusters Score -1.403634e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -14036451.000000 Penalty: 3814.227539
	Iteration 48Q: 3 clusters Score -1.403645e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -14036527.000000 Penalty: 3814.227539
	Iteration 49Q: 3 clusters Score -1.403653e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -14036587.000000 Penalty: 3814.227539
	Iteration 50Q: 3 clusters Score -1.403659e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -14036670.000000 Penalty: 3814.227539
	Iteration 51Q: 3 clusters Score -1.403667e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -14036771.000000 Penalty: 3814.227539
	Iteration 52Q: 3 clusters Score -1.403677e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -14036795.000000 Penalty: 3814.227539
	Iteration 53Q: 3 clusters Score -1.40368e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -14036887.000000 Penalty: 3814.227539
	Iteration 54Q: 3 clusters Score -1.403689e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -14036952.000000 Penalty: 3814.227539
	Iteration 55Q: 3 clusters Score -1.403695e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -14037057.000000 Penalty: 3814.227539
	Iteration 56Q: 3 clusters Score -1.403706e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -14037106.000000 Penalty: 3814.227539
	Iteration 57Q: 3 clusters Score -1.403711e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -14037189.000000 Penalty: 3814.227539
	Iteration 58Q: 3 clusters Score -1.403719e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -14037258.000000 Penalty: 3814.227539
	Iteration 59Q: 3 clusters Score -1.403726e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -14037333.000000 Penalty: 3814.227539
	Iteration 60F: 3 clusters Score -1.403733e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -14037346.000000 Penalty: 3814.227539
	Iteration 61Q: 3 clusters Score -1.403735e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -14037391.000000 Penalty: 3814.227539
	Iteration 62Q: 3 clusters Score -1.403739e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -14037475.000000 Penalty: 3814.227539
	Iteration 63Q: 3 clusters Score -1.403748e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -14037574.000000 Penalty: 3814.227539
	Iteration 64Q: 3 clusters Score -1.403757e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -14037665.000000 Penalty: 3814.227539
	Iteration 65Q: 3 clusters Score -1.403766e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -14037738.000000 Penalty: 3814.227539
	Iteration 66Q: 3 clusters Score -1.403774e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -14037826.000000 Penalty: 3814.227539
	Iteration 67Q: 3 clusters Score -1.403783e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -14037983.000000 Penalty: 3814.227539
	Iteration 68Q: 3 clusters Score -1.403798e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -14038103.000000 Penalty: 3814.227539
	Iteration 69Q: 3 clusters Score -1.40381e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -14038258.000000 Penalty: 3814.227539
	Iteration 70Q: 3 clusters Score -1.403826e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -14038426.000000 Penalty: 3814.227539
	Iteration 71Q: 3 clusters Score -1.403843e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -14038583.000000 Penalty: 3814.227539
	Iteration 72Q: 3 clusters Score -1.403858e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -14038769.000000 Penalty: 3814.227539
	Iteration 73Q: 3 clusters Score -1.403877e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -14038892.000000 Penalty: 3814.227539
	Iteration 74Q: 3 clusters Score -1.403889e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -14039027.000000 Penalty: 3814.227539
	Iteration 75Q: 3 clusters Score -1.403903e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -14039219.000000 Penalty: 3814.227539
	Iteration 76Q: 3 clusters Score -1.403922e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -14039343.000000 Penalty: 3814.227539
	Iteration 77Q: 3 clusters Score -1.403934e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -14039484.000000 Penalty: 3814.227539
	Iteration 78Q: 3 clusters Score -1.403948e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -14039684.000000 Penalty: 3814.227539
	Iteration 79Q: 3 clusters Score -1.403968e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -14039950.000000 Penalty: 3814.227539
	Iteration 80F: 3 clusters Score -1.403995e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -14040126.000000 Penalty: 3814.227539
	Iteration 81Q: 3 clusters Score -1.404013e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -14040308.000000 Penalty: 3814.227539
	Iteration 82Q: 3 clusters Score -1.404031e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -14040525.000000 Penalty: 3814.227539
	Iteration 83Q: 3 clusters Score -1.404052e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -14040782.000000 Penalty: 3814.227539
	Iteration 84Q: 3 clusters Score -1.404078e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -14041044.000000 Penalty: 3814.227539
	Iteration 85Q: 3 clusters Score -1.404104e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -14041266.000000 Penalty: 3814.227539
	Iteration 86Q: 3 clusters Score -1.404127e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -14041563.000000 Penalty: 3814.227539
	Iteration 87Q: 3 clusters Score -1.404156e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -14041833.000000 Penalty: 3814.227539
	Iteration 88Q: 3 clusters Score -1.404183e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 111121 members 
Entering Unmasked Estep 
Score: -14042085.000000 Penalty: 3814.227539
	Iteration 89Q: 3 clusters Score -1.404208e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -14042312.000000 Penalty: 3814.227539
	Iteration 90Q: 3 clusters Score -1.404231e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -14042521.000000 Penalty: 3814.227539
	Iteration 91Q: 3 clusters Score -1.404252e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 113706 members 
Entering Unmasked Estep 
Score: -14042654.000000 Penalty: 3814.227539
	Iteration 92Q: 3 clusters Score -1.404265e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -14042875.000000 Penalty: 3814.227539
	Iteration 93Q: 3 clusters Score -1.404288e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -14043023.000000 Penalty: 3814.227539
	Iteration 94Q: 3 clusters Score -1.404302e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -14043250.000000 Penalty: 3814.227539
	Iteration 95Q: 3 clusters Score -1.404325e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -14043393.000000 Penalty: 3814.227539
	Iteration 96Q: 3 clusters Score -1.404339e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -14043575.000000 Penalty: 3814.227539
	Iteration 97Q: 3 clusters Score -1.404358e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -14043716.000000 Penalty: 3814.227539
	Iteration 98Q: 3 clusters Score -1.404372e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 118470 members 
Entering Unmasked Estep 
Score: -14043842.000000 Penalty: 3814.227539
	Iteration 99Q: 3 clusters Score -1.404384e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -14043977.000000 Penalty: 3814.227539
	Iteration 100F: 3 clusters Score -1.404398e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -14044085.000000 Penalty: 3814.227539
	Iteration 101Q: 3 clusters Score -1.404408e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 119707 members 
Entering Unmasked Estep 
Score: -14044211.000000 Penalty: 3814.227539
	Iteration 102Q: 3 clusters Score -1.404421e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -14044290.000000 Penalty: 3814.227539
	Iteration 103Q: 3 clusters Score -1.404429e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -14044363.000000 Penalty: 3814.227539
	Iteration 104Q: 3 clusters Score -1.404436e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -14044434.000000 Penalty: 3814.227539
	Iteration 105Q: 3 clusters Score -1.404443e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -14044505.000000 Penalty: 3814.227539
	Iteration 106Q: 3 clusters Score -1.40445e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -14044638.000000 Penalty: 3814.227539
	Iteration 107Q: 3 clusters Score -1.404464e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -14044645.000000 Penalty: 3814.227539
	Iteration 108Q: 3 clusters Score -1.404464e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -14044695.000000 Penalty: 3814.227539
	Iteration 109Q: 3 clusters Score -1.40447e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 121668 members 
Entering Unmasked Estep 
Score: -14044739.000000 Penalty: 3814.227539
	Iteration 110Q: 3 clusters Score -1.404474e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -14044753.000000 Penalty: 3814.227539
	Iteration 111Q: 3 clusters Score -1.404475e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -14044755.000000 Penalty: 3814.227539
	Iteration 112Q: 3 clusters Score -1.404476e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -14044792.000000 Penalty: 3814.227539
	Iteration 113Q: 3 clusters Score -1.404479e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 122120 members 
Entering Unmasked Estep 
Score: -14044800.000000 Penalty: 3814.227539
	Iteration 114Q: 3 clusters Score -1.40448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -14044802.000000 Penalty: 3814.227539
	Iteration 115Q: 3 clusters Score -1.40448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -14044832.000000 Penalty: 3814.227539
	Iteration 116Q: 3 clusters Score -1.404483e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 122330 members 
Entering Unmasked Estep 
Score: -14044848.000000 Penalty: 3814.227539
	Iteration 117Q: 3 clusters Score -1.404485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -14044848.000000 Penalty: 3814.227539
	Iteration 118Q: 3 clusters Score -1.404485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -14044867.000000 Penalty: 3814.227539
	Iteration 119Q: 3 clusters Score -1.404487e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -14044856.000000 Penalty: 3814.227539
	Iteration 120F: 3 clusters Score -1.404486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -14044878.000000 Penalty: 3814.227539
	Iteration 121Q: 3 clusters Score -1.404488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -14044863.000000 Penalty: 3814.227539
	Iteration 122Q: 3 clusters Score -1.404486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 122582 members 
Entering Unmasked Estep 
Score: -14044852.000000 Penalty: 3814.227539
	Iteration 123Q: 3 clusters Score -1.404485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -14044830.000000 Penalty: 3814.227539
	Iteration 124Q: 3 clusters Score -1.404483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 122623 members 
Entering Unmasked Estep 
Score: -14044840.000000 Penalty: 3814.227539
	Iteration 125Q: 3 clusters Score -1.404484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 122644 members 
Entering Unmasked Estep 
Score: -14044863.000000 Penalty: 3814.227539
	Iteration 126Q: 3 clusters Score -1.404486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -14044863.000000 Penalty: 3814.227539
	Iteration 127Q: 3 clusters Score -1.404486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -14044866.000000 Penalty: 3814.227539
	Iteration 128Q: 3 clusters Score -1.404487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -14044882.000000 Penalty: 3814.227539
	Iteration 129Q: 3 clusters Score -1.404488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -14044909.000000 Penalty: 3814.227539
	Iteration 130Q: 3 clusters Score -1.404491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 122721 members 
Entering Unmasked Estep 
Score: -14044906.000000 Penalty: 3814.227539
	Iteration 131Q: 3 clusters Score -1.404491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 122739 members 
Entering Unmasked Estep 
Score: -14044898.000000 Penalty: 3814.227539
	Iteration 132Q: 3 clusters Score -1.40449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -14044894.000000 Penalty: 3814.227539
	Iteration 133Q: 3 clusters Score -1.404489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -14044908.000000 Penalty: 3814.227539
	Iteration 134Q: 3 clusters Score -1.404491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -14044889.000000 Penalty: 3814.227539
	Iteration 135Q: 3 clusters Score -1.404489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -14044911.000000 Penalty: 3814.227539
	Iteration 136Q: 3 clusters Score -1.404491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -14044909.000000 Penalty: 3814.227539
	Iteration 137Q: 3 clusters Score -1.404491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -14044905.000000 Penalty: 3814.227539
	Iteration 138Q: 3 clusters Score -1.40449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -14044904.000000 Penalty: 3814.227539
	Iteration 139Q: 3 clusters Score -1.40449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -14044907.000000 Penalty: 3814.227539
	Iteration 140F: 3 clusters Score -1.404491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -14044915.000000 Penalty: 3814.227539
	Iteration 141Q: 3 clusters Score -1.404492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 122851 members 
Entering Unmasked Estep 
Score: -14044916.000000 Penalty: 3814.227539
	Iteration 142Q: 3 clusters Score -1.404492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -14044918.000000 Penalty: 3814.227539
	Iteration 143Q: 3 clusters Score -1.404492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -14044920.000000 Penalty: 3814.227539
	Iteration 144Q: 3 clusters Score -1.404492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -14044943.000000 Penalty: 3814.227539
	Iteration 145Q: 3 clusters Score -1.404494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -14044956.000000 Penalty: 3814.227539
	Iteration 146Q: 3 clusters Score -1.404496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -14044966.000000 Penalty: 3814.227539
	Iteration 147Q: 3 clusters Score -1.404497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -14044971.000000 Penalty: 3814.227539
	Iteration 148Q: 3 clusters Score -1.404497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -14044964.000000 Penalty: 3814.227539
	Iteration 149Q: 3 clusters Score -1.404496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -14044956.000000 Penalty: 3814.227539
	Iteration 150Q: 3 clusters Score -1.404496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -14044957.000000 Penalty: 3814.227539
	Iteration 151Q: 3 clusters Score -1.404496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -14044964.000000 Penalty: 3814.227539
	Iteration 152Q: 3 clusters Score -1.404496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 122938 members 
Entering Unmasked Estep 
Score: -14044961.000000 Penalty: 3814.227539
	Iteration 153Q: 3 clusters Score -1.404496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -14044954.000000 Penalty: 3814.227539
	Iteration 154Q: 3 clusters Score -1.404495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -14044949.000000 Penalty: 3814.227539
	Iteration 155Q: 3 clusters Score -1.404495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -14044945.000000 Penalty: 3814.227539
	Iteration 156Q: 3 clusters Score -1.404494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -14044957.000000 Penalty: 3814.227539
	Iteration 157Q: 3 clusters Score -1.404496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -14044959.000000 Penalty: 3814.227539
	Iteration 158Q: 3 clusters Score -1.404496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -14044957.000000 Penalty: 3814.227539
	Iteration 159Q: 3 clusters Score -1.404496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 122990 members 
Entering Unmasked Estep 
Score: -14044961.000000 Penalty: 3814.227539
	Iteration 160F: 3 clusters Score -1.404496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -14044949.000000 Penalty: 3814.227539
	Iteration 161Q: 3 clusters Score -1.404495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -14044948.000000 Penalty: 3814.227539
	Iteration 162Q: 3 clusters Score -1.404495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -14044946.000000 Penalty: 3814.227539
	Iteration 163Q: 3 clusters Score -1.404495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
Score: -14044969.000000 Penalty: 3814.227539
	Iteration 164Q: 3 clusters Score -1.404497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 123069 members 
Entering Unmasked Estep 
Score: -14044978.000000 Penalty: 3814.227539
	Iteration 165Q: 3 clusters Score -1.404498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -14044980.000000 Penalty: 3814.227539
	Iteration 166Q: 3 clusters Score -1.404498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -14044977.000000 Penalty: 3814.227539
	Iteration 167Q: 3 clusters Score -1.404498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -14044986.000000 Penalty: 3814.227539
	Iteration 168Q: 3 clusters Score -1.404499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -14044973.000000 Penalty: 3814.227539
	Iteration 169Q: 3 clusters Score -1.404497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -14044983.000000 Penalty: 3814.227539
	Iteration 170Q: 3 clusters Score -1.404498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -14044992.000000 Penalty: 3814.227539
	Iteration 171Q: 3 clusters Score -1.404499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -14044989.000000 Penalty: 3814.227539
	Iteration 172Q: 3 clusters Score -1.404499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -14044978.000000 Penalty: 3814.227539
	Iteration 173Q: 3 clusters Score -1.404498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -14044974.000000 Penalty: 3814.227539
	Iteration 174Q: 3 clusters Score -1.404497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 123158 members 
Entering Unmasked Estep 
Score: -14044971.000000 Penalty: 3814.227539
	Iteration 175Q: 3 clusters Score -1.404497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -14044979.000000 Penalty: 3814.227539
	Iteration 176Q: 3 clusters Score -1.404498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -14044973.000000 Penalty: 3814.227539
	Iteration 177Q: 3 clusters Score -1.404497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -14044973.000000 Penalty: 3814.227539
	Iteration 178F: 3 clusters Score -1.404497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Entering Unmasked Estep 
Score: -5221414.000000 Penalty: 1743.956421
	Iteration 0F: 2 clusters Score -5221414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5190549.000000 Penalty: 3487.912842
	Iteration 0F: 3 clusters Score -5190549 nChanged 21482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5202613.500000 Penalty: 3487.912842
	Iteration 1F: 3 clusters Score -5202614 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -5203019.500000 Penalty: 3487.912842
	Iteration 2Q: 3 clusters Score -5203020 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5203574.000000 Penalty: 3487.912842
	Iteration 3Q: 3 clusters Score -5203574 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5204331.500000 Penalty: 3487.912842
	Iteration 4Q: 3 clusters Score -5204332 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5205496.000000 Penalty: 3487.912842
	Iteration 5Q: 3 clusters Score -5205496 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5207292.500000 Penalty: 3487.912842
	Iteration 6F: 3 clusters Score -5207292 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5209648.000000 Penalty: 3487.912842
	Iteration 7F: 3 clusters Score -5209648 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -5211697.000000 Penalty: 3487.912842
	Iteration 8F: 3 clusters Score -5211697 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5212685.500000 Penalty: 3487.912842
	Iteration 9Q: 3 clusters Score -5212686 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5213133.000000 Penalty: 3487.912842
	Iteration 10Q: 3 clusters Score -5213133 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5213369.000000 Penalty: 3487.912842
	Iteration 11Q: 3 clusters Score -5213369 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5213619.500000 Penalty: 3487.912842
	Iteration 12Q: 3 clusters Score -5213620 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5213834.000000 Penalty: 3487.912842
	Iteration 13Q: 3 clusters Score -5213834 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5214032.500000 Penalty: 3487.912842
	Iteration 14Q: 3 clusters Score -5214032 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5214223.500000 Penalty: 3487.912842
	Iteration 15Q: 3 clusters Score -5214224 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5214396.500000 Penalty: 3487.912842
	Iteration 16Q: 3 clusters Score -5214396 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5214611.000000 Penalty: 3487.912842
	Iteration 17Q: 3 clusters Score -5214611 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5214824.000000 Penalty: 3487.912842
	Iteration 18Q: 3 clusters Score -5214824 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5214990.000000 Penalty: 3487.912842
	Iteration 19Q: 3 clusters Score -5214990 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5215126.000000 Penalty: 3487.912842
	Iteration 20F: 3 clusters Score -5215126 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5215295.000000 Penalty: 3487.912842
	Iteration 21Q: 3 clusters Score -5215295 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5215470.500000 Penalty: 3487.912842
	Iteration 22Q: 3 clusters Score -5215470 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5215583.000000 Penalty: 3487.912842
	Iteration 23Q: 3 clusters Score -5215583 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5215710.500000 Penalty: 3487.912842
	Iteration 24Q: 3 clusters Score -5215710 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -5215828.000000 Penalty: 3487.912842
	Iteration 25Q: 3 clusters Score -5215828 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5215953.000000 Penalty: 3487.912842
	Iteration 26Q: 3 clusters Score -5215953 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5216044.000000 Penalty: 3487.912842
	Iteration 27Q: 3 clusters Score -5216044 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5216110.000000 Penalty: 3487.912842
	Iteration 28Q: 3 clusters Score -5216110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5216173.500000 Penalty: 3487.912842
	Iteration 29Q: 3 clusters Score -5216174 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5216241.000000 Penalty: 3487.912842
	Iteration 30Q: 3 clusters Score -5216241 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5216312.000000 Penalty: 3487.912842
	Iteration 31Q: 3 clusters Score -5216312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5216343.000000 Penalty: 3487.912842
	Iteration 32Q: 3 clusters Score -5216343 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5216389.500000 Penalty: 3487.912842
	Iteration 33Q: 3 clusters Score -5216390 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5216429.500000 Penalty: 3487.912842
	Iteration 34Q: 3 clusters Score -5216430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5216464.000000 Penalty: 3487.912842
	Iteration 35Q: 3 clusters Score -5216464 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5216523.500000 Penalty: 3487.912842
	Iteration 36Q: 3 clusters Score -5216524 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5216563.500000 Penalty: 3487.912842
	Iteration 37Q: 3 clusters Score -5216564 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5216605.500000 Penalty: 3487.912842
	Iteration 38Q: 3 clusters Score -5216606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5216630.500000 Penalty: 3487.912842
	Iteration 39Q: 3 clusters Score -5216630 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5216661.000000 Penalty: 3487.912842
	Iteration 40F: 3 clusters Score -5216661 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5216723.500000 Penalty: 3487.912842
	Iteration 41Q: 3 clusters Score -5216724 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5216794.500000 Penalty: 3487.912842
	Iteration 42Q: 3 clusters Score -5216794 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5216871.000000 Penalty: 3487.912842
	Iteration 43Q: 3 clusters Score -5216871 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5216956.000000 Penalty: 3487.912842
	Iteration 44Q: 3 clusters Score -5216956 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5217027.000000 Penalty: 3487.912842
	Iteration 45Q: 3 clusters Score -5217027 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -5217134.000000 Penalty: 3487.912842
	Iteration 46Q: 3 clusters Score -5217134 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -5217222.000000 Penalty: 3487.912842
	Iteration 47Q: 3 clusters Score -5217222 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5217314.500000 Penalty: 3487.912842
	Iteration 48Q: 3 clusters Score -5217314 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -5217382.500000 Penalty: 3487.912842
	Iteration 49Q: 3 clusters Score -5217382 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -5217466.000000 Penalty: 3487.912842
	Iteration 50Q: 3 clusters Score -5217466 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -5217554.000000 Penalty: 3487.912842
	Iteration 51Q: 3 clusters Score -5217554 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5217644.500000 Penalty: 3487.912842
	Iteration 52Q: 3 clusters Score -5217644 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5217702.000000 Penalty: 3487.912842
	Iteration 53Q: 3 clusters Score -5217702 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -5217791.000000 Penalty: 3487.912842
	Iteration 54Q: 3 clusters Score -5217791 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5217866.500000 Penalty: 3487.912842
	Iteration 55Q: 3 clusters Score -5217866 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -5217961.500000 Penalty: 3487.912842
	Iteration 56Q: 3 clusters Score -5217962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5218039.000000 Penalty: 3487.912842
	Iteration 57Q: 3 clusters Score -5218039 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -5218073.000000 Penalty: 3487.912842
	Iteration 58Q: 3 clusters Score -5218073 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5218134.500000 Penalty: 3487.912842
	Iteration 59Q: 3 clusters Score -5218134 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5218193.000000 Penalty: 3487.912842
	Iteration 60F: 3 clusters Score -5218193 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5218235.500000 Penalty: 3487.912842
	Iteration 61Q: 3 clusters Score -5218236 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5218301.500000 Penalty: 3487.912842
	Iteration 62Q: 3 clusters Score -5218302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -5218376.500000 Penalty: 3487.912842
	Iteration 63Q: 3 clusters Score -5218376 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -5218436.500000 Penalty: 3487.912842
	Iteration 64Q: 3 clusters Score -5218436 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -5218533.500000 Penalty: 3487.912842
	Iteration 65Q: 3 clusters Score -5218534 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5218608.500000 Penalty: 3487.912842
	Iteration 66Q: 3 clusters Score -5218608 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5218674.000000 Penalty: 3487.912842
	Iteration 67Q: 3 clusters Score -5218674 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5218729.500000 Penalty: 3487.912842
	Iteration 68Q: 3 clusters Score -5218730 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5218805.000000 Penalty: 3487.912842
	Iteration 69Q: 3 clusters Score -5218805 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5218869.500000 Penalty: 3487.912842
	Iteration 70Q: 3 clusters Score -5218870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5218935.500000 Penalty: 3487.912842
	Iteration 71Q: 3 clusters Score -5218936 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5218995.500000 Penalty: 3487.912842
	Iteration 72Q: 3 clusters Score -5218996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5219028.500000 Penalty: 3487.912842
	Iteration 73Q: 3 clusters Score -5219028 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5219065.500000 Penalty: 3487.912842
	Iteration 74Q: 3 clusters Score -5219066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5219097.000000 Penalty: 3487.912842
	Iteration 75Q: 3 clusters Score -5219097 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5219166.000000 Penalty: 3487.912842
	Iteration 76Q: 3 clusters Score -5219166 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5219235.000000 Penalty: 3487.912842
	Iteration 77Q: 3 clusters Score -5219235 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5219290.500000 Penalty: 3487.912842
	Iteration 78Q: 3 clusters Score -5219290 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5219301.000000 Penalty: 3487.912842
	Iteration 79Q: 3 clusters Score -5219301 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5219371.500000 Penalty: 3487.912842
	Iteration 80F: 3 clusters Score -5219372 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5219407.500000 Penalty: 3487.912842
	Iteration 81Q: 3 clusters Score -5219408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5219458.000000 Penalty: 3487.912842
	Iteration 82Q: 3 clusters Score -5219458 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5219510.500000 Penalty: 3487.912842
	Iteration 83Q: 3 clusters Score -5219510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5219540.000000 Penalty: 3487.912842
	Iteration 84Q: 3 clusters Score -5219540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5219549.000000 Penalty: 3487.912842
	Iteration 85Q: 3 clusters Score -5219549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5219565.500000 Penalty: 3487.912842
	Iteration 86Q: 3 clusters Score -5219566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5219591.500000 Penalty: 3487.912842
	Iteration 87Q: 3 clusters Score -5219592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5219618.000000 Penalty: 3487.912842
	Iteration 88Q: 3 clusters Score -5219618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5219621.000000 Penalty: 3487.912842
	Iteration 89Q: 3 clusters Score -5219621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5219643.000000 Penalty: 3487.912842
	Iteration 90Q: 3 clusters Score -5219643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5219653.500000 Penalty: 3487.912842
	Iteration 91Q: 3 clusters Score -5219654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5219666.000000 Penalty: 3487.912842
	Iteration 92Q: 3 clusters Score -5219666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5219692.500000 Penalty: 3487.912842
	Iteration 93Q: 3 clusters Score -5219692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5219692.000000 Penalty: 3487.912842
	Iteration 94Q: 3 clusters Score -5219692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5219719.000000 Penalty: 3487.912842
	Iteration 95Q: 3 clusters Score -5219719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5219731.500000 Penalty: 3487.912842
	Iteration 96Q: 3 clusters Score -5219732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5219741.000000 Penalty: 3487.912842
	Iteration 97Q: 3 clusters Score -5219741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5219759.500000 Penalty: 3487.912842
	Iteration 98Q: 3 clusters Score -5219760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5219769.000000 Penalty: 3487.912842
	Iteration 99Q: 3 clusters Score -5219769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5219769.500000 Penalty: 3487.912842
	Iteration 100F: 3 clusters Score -5219770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5219788.000000 Penalty: 3487.912842
	Iteration 101Q: 3 clusters Score -5219788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5219803.500000 Penalty: 3487.912842
	Iteration 102Q: 3 clusters Score -5219804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5219822.000000 Penalty: 3487.912842
	Iteration 103Q: 3 clusters Score -5219822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5219834.500000 Penalty: 3487.912842
	Iteration 104Q: 3 clusters Score -5219834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5219851.500000 Penalty: 3487.912842
	Iteration 105Q: 3 clusters Score -5219852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5219868.000000 Penalty: 3487.912842
	Iteration 106Q: 3 clusters Score -5219868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5219870.000000 Penalty: 3487.912842
	Iteration 107Q: 3 clusters Score -5219870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5219875.000000 Penalty: 3487.912842
	Iteration 108Q: 3 clusters Score -5219875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5219879.000000 Penalty: 3487.912842
	Iteration 109Q: 3 clusters Score -5219879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5219893.500000 Penalty: 3487.912842
	Iteration 110Q: 3 clusters Score -5219894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5219910.000000 Penalty: 3487.912842
	Iteration 111Q: 3 clusters Score -5219910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5219912.500000 Penalty: 3487.912842
	Iteration 112Q: 3 clusters Score -5219912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5219908.500000 Penalty: 3487.912842
	Iteration 113Q: 3 clusters Score -5219908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5219925.000000 Penalty: 3487.912842
	Iteration 114Q: 3 clusters Score -5219925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5219916.000000 Penalty: 3487.912842
	Iteration 115Q: 3 clusters Score -5219916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5219922.000000 Penalty: 3487.912842
	Iteration 116Q: 3 clusters Score -5219922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5219922.000000 Penalty: 3487.912842
	Iteration 117Q: 3 clusters Score -5219922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5219920.500000 Penalty: 3487.912842
	Iteration 118Q: 3 clusters Score -5219920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5219916.000000 Penalty: 3487.912842
	Iteration 119Q: 3 clusters Score -5219916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5219922.500000 Penalty: 3487.912842
	Iteration 120F: 3 clusters Score -5219922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5219919.000000 Penalty: 3487.912842
	Iteration 121Q: 3 clusters Score -5219919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5219923.000000 Penalty: 3487.912842
	Iteration 122Q: 3 clusters Score -5219923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5219922.000000 Penalty: 3487.912842
	Iteration 123Q: 3 clusters Score -5219922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5219927.000000 Penalty: 3487.912842
	Iteration 124Q: 3 clusters Score -5219927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5219927.000000 Penalty: 3487.912842
	Iteration 125F: 3 clusters Score -5219927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -223174.921875 Penalty: 1243.924072
	Iteration 0F: 2 clusters Score -223174.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -221022.843750 Penalty: 2487.848145
	Iteration 0F: 3 clusters Score -221022.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -221535.703125 Penalty: 2487.848145
	Iteration 1F: 3 clusters Score -221535.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221704.921875 Penalty: 2487.848145
	Iteration 2F: 3 clusters Score -221704.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -221856.859375 Penalty: 2487.848145
	Iteration 3F: 3 clusters Score -221856.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -222014.640625 Penalty: 2487.848145
	Iteration 4F: 3 clusters Score -222014.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -222138.765625 Penalty: 2487.848145
	Iteration 5F: 3 clusters Score -222138.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -222232.765625 Penalty: 2487.848145
	Iteration 6Q: 3 clusters Score -222232.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -222311.406250 Penalty: 2487.848145
	Iteration 7Q: 3 clusters Score -222311.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -222380.593750 Penalty: 2487.848145
	Iteration 8Q: 3 clusters Score -222380.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -222443.406250 Penalty: 2487.848145
	Iteration 9Q: 3 clusters Score -222443.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -222472.515625 Penalty: 2487.848145
	Iteration 10Q: 3 clusters Score -222472.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222489.765625 Penalty: 2487.848145
	Iteration 11Q: 3 clusters Score -222489.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -222501.937500 Penalty: 2487.848145
	Iteration 12Q: 3 clusters Score -222501.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222516.093750 Penalty: 2487.848145
	Iteration 13Q: 3 clusters Score -222516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222524.625000 Penalty: 2487.848145
	Iteration 14Q: 3 clusters Score -222524.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -222540.640625 Penalty: 2487.848145
	Iteration 15Q: 3 clusters Score -222540.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222552.796875 Penalty: 2487.848145
	Iteration 16Q: 3 clusters Score -222552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -222559.031250 Penalty: 2487.848145
	Iteration 17Q: 3 clusters Score -222559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222563.687500 Penalty: 2487.848145
	Iteration 18Q: 3 clusters Score -222563.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222568.906250 Penalty: 2487.848145
	Iteration 19Q: 3 clusters Score -222568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222575.125000 Penalty: 2487.848145
	Iteration 20F: 3 clusters Score -222575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222582.406250 Penalty: 2487.848145
	Iteration 21Q: 3 clusters Score -222582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222587.343750 Penalty: 2487.848145
	Iteration 22Q: 3 clusters Score -222587.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222592.750000 Penalty: 2487.848145
	Iteration 23Q: 3 clusters Score -222592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222595.375000 Penalty: 2487.848145
	Iteration 24Q: 3 clusters Score -222595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222597.921875 Penalty: 2487.848145
	Iteration 25Q: 3 clusters Score -222597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -222600.875000 Penalty: 2487.848145
	Iteration 26Q: 3 clusters Score -222600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -222602.734375 Penalty: 2487.848145
	Iteration 27Q: 3 clusters Score -222602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -222603.984375 Penalty: 2487.848145
	Iteration 28Q: 3 clusters Score -222604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222604.078125 Penalty: 2487.848145
	Iteration 29Q: 3 clusters Score -222604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222604.875000 Penalty: 2487.848145
	Iteration 30Q: 3 clusters Score -222604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -222605.046875 Penalty: 2487.848145
	Iteration 31Q: 3 clusters Score -222605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -222605.765625 Penalty: 2487.848145
	Iteration 32Q: 3 clusters Score -222605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -222605.765625 Penalty: 2487.848145
	Iteration 33F: 3 clusters Score -222605.8 nChanged 0
--- Evaluating fit on full set of 1756662 points ---
Entering Unmasked Estep 
Score: -193841200.000000 Penalty: 37385.207031
25->17 Clusters: Score -193841200.000000, best is -194593744.000000

Main iterations: 0 (time per=infms)
Total iterations: 42643 (time per=314.031382ms)
Iterations metric 2: 1965746552832.000000 (time per=6.812292ns)
Iterations metric 3: 47176419901440.000000 (time per=283.854524ps)

That took 13391.240234 seconds.
